diff --git "a/1. Python\347\256\200\344\273\213.ipynb" "b/1. Python\347\256\200\344\273\213.ipynb"
new file mode 100644
index 0000000..8886b9d
--- /dev/null
+++ "b/1. Python\347\256\200\344\273\213.ipynb"	
@@ -0,0 +1,845 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "13ef297c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello World!\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Hello World!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "ef9e6ce2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello World!\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Hello World!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "2aeae8d0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello! Machine Learning\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Hello!','Machine','Learning')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "8cb1be3e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "I'm fine\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"I'm fine\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "0e273d32",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "abcde\r",
+      "f\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('abcde\\rf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "708e07ae",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1\t2\t3\n",
+      "100\t200\t300\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('1\\t2\\t3')\n",
+    "print('100\\t200\\t300')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "27e4641f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f52c4e09",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello world!\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 'Hello world!'\n",
+    "print(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "eddd9d8f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Huang\n",
+      "Hello, Huang !\n"
+     ]
+    }
+   ],
+   "source": [
+    "name = input()\n",
+    "print('Hello,',name,'!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "cadb98a3",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "leading zeros in decimal integer literals are not permitted; use an 0o prefix for octal integers (<ipython-input-21-26599968dd8a>, line 1)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-21-26599968dd8a>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    a = 010\u001b[0m\n\u001b[1;37m          ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m leading zeros in decimal integer literals are not permitted; use an 0o prefix for octal integers\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 010"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "ff688c69",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "str"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = '755.1'\n",
+    "type(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "1e300ec7",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "140713379113040\n",
+      "2786278258928\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 10\n",
+    "print(id(a))\n",
+    "a = 'python'\n",
+    "print(id(a))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "4c608b4b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2786278258928\n",
+      "2786278258928\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 'python'\n",
+    "print(id(a))\n",
+    "print(id('py'+'thon'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "a3792c31",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2786310891888\n",
+      "2786310891888\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = 'H2O'\n",
+    "b = 'H2O'\n",
+    "print(id(a))\n",
+    "print(id(b))\n",
+    "a is b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "c9a2d511",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2786310879536\n",
+      "2786310878384\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = 'H2O!'\n",
+    "b = 'H2O!'\n",
+    "print(id(a))\n",
+    "print(id(b))\n",
+    "a is b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "bb4da100",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a==b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "32325425",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = 256\n",
+    "b = 256\n",
+    "a is b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "b9c28b80",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = 257\n",
+    "b = 257\n",
+    "a is b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "4f455060",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a, b = 257, 257\n",
+    "a is b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "94f49da3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = '5'\n",
+    "b = 1\n",
+    "a = int(a)\n",
+    "print(a + b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "f692a8d2",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1, 2, 3, 4, 5]\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = [1, 2, 3, 4, 5]\n",
+    "print(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "fece9881",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(a[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "fd9422ae",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(a[-1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "id": "86aaee3f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['uv', 255, 345, 'cm-1', 10, 'uv', 255, 345, 'cm-1', 10]\n",
+      "['uv', 255, 345, 'cm-1', 10, 'res', 123]\n"
+     ]
+    }
+   ],
+   "source": [
+    "list_a = ['uv', 255, 345, 'cm-1', 10]\n",
+    "list_b = ['res', 123]\n",
+    "\n",
+    "print(list_a * 2)\n",
+    "print(list_a + list_b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "id": "7c516e98",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
+      ]
+     },
+     "execution_count": 76,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a = list(range(10))  # list(range(0, 10, 1))\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "a584e8b2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11]"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.append(11)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "id": "24b1305c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 88, 3, 4, 5, 6, 7, 8, 9, 11]"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.insert(3,88)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "id": "f1750db4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11]"
+      ]
+     },
+     "execution_count": 65,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.remove(88)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "id": "f2072607",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 3]"
+      ]
+     },
+     "execution_count": 66,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.append(3)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "id": "c9c16a82",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 4, 5, 6, 7, 8, 9, 11, 3]"
+      ]
+     },
+     "execution_count": 67,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.remove(3)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "id": "8b114e44",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 4, 5, 6, 7, 8, 9, 11, 3]"
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.pop(2)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "id": "af351193",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 4, 5, 6, 7, 8, 9, 11]"
+      ]
+     },
+     "execution_count": 69,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a.pop()\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "id": "32cd0084",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 4, 6, 7, 8, 9, 11]"
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "del list_a[3]\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "id": "6d5888a4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 4, 6, 7, 8, 11]"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "del list_a[-2]\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "id": "dfed2cdc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a = []\n",
+    "for i in range(10):\n",
+    "    list_a.append(0)\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "id": "08132e73",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]"
+      ]
+     },
+     "execution_count": 74,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a = [0] * 10\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "id": "fde28633",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
+      ]
+     },
+     "execution_count": 80,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = [i for i in range(10)]\n",
+    "a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "id": "e3f4f821",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list_a = [0] * 10\n",
+    "list_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36f86ad0",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/2. Python\347\232\204\345\237\272\346\234\254\344\275\277\347\224\250.ipynb" "b/2. Python\347\232\204\345\237\272\346\234\254\344\275\277\347\224\250.ipynb"
new file mode 100644
index 0000000..9c34b19
--- /dev/null
+++ "b/2. Python\347\232\204\345\237\272\346\234\254\344\275\277\347\224\250.ipynb"	
@@ -0,0 +1,1373 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "c6b01711",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(1, 2, 3, 4, 5)"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "tup1 = (1, 2, 3, 4, 5)\n",
+    "tup1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "1b22bd53",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "tuple"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "tup1 = (1,)\n",
+    "type(tup1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "68abe2d5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "('x', 3)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "tup2 = 'x', 3\n",
+    "tup2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8aeafea3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "oe\n"
+     ]
+    }
+   ],
+   "source": [
+    "s = 'molecule'\n",
+    "print(s[1:5:2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "2f689de8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['m', 'o', 'l', 'e', 'c', 'u', 'l', 'e']"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(s)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "a68e68eb",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "new is  ['H', '2', 'S'] and old is  ['H', '2', 'S']\n"
+     ]
+    }
+   ],
+   "source": [
+    "old = list('H2O')\n",
+    "new = old\n",
+    "new[2] = 'S'\n",
+    "print('new is ', new, 'and old is ', old)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "3810d89a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "new is  ['H', '2', 'S'] and old is  ['H', '2', 'O']\n"
+     ]
+    }
+   ],
+   "source": [
+    "old = list('H2O')\n",
+    "new = old[:]\n",
+    "new[2] = 'S'\n",
+    "print('new is ', new, 'and old is ', old)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "7167d7b6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "False\n"
+     ]
+    }
+   ],
+   "source": [
+    "mole1 = 'LiFePO4'\n",
+    "mole2 = 'LiCoO2'\n",
+    "\n",
+    "print('Fe' in mole1)\n",
+    "print('Fe' in mole2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "0badb98e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['L', 'i', 'F', 'e', 'P', 'O', '4']\n"
+     ]
+    }
+   ],
+   "source": [
+    "l1 = list(mole1)\n",
+    "print(l1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "2b79c502",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'LiFePO4'"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "s = ''.join(l1)\n",
+    "s"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "4060e89c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'a', 'c', 'd', 'n', 'o'}"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "set1 = set('anaconda')\n",
+    "set1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "c2cbe32b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'h', 'n', 'o', 'p', 't', 'y'}"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "set2 = set('python')\n",
+    "set2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "68b2a3e0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'n', 'o'}"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "set1 & set2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "212d292c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dict1 = {'H' : 1, 'O' : 16, 'Na': 23}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "285c99fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "40"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mass = dict1['Na'] + dict1['O'] + dict1['H']\n",
+    "mass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "bf232819",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{12: 'C', 14: 'C14'}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dict2 ={}\n",
+    "dict2[12] = 'C'    # key 12, value 'C'\n",
+    "dict2[14] = 'N'\n",
+    "dict2[14.0] = 'C14'\n",
+    "dict2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "b7c8fdc9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "4e9bb47c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0     50\n",
+      "1     50\n",
+      "2    100\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "s = pd.Series([50, 50, 100])\n",
+    "print(s)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "06476e47",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Red        50\n",
+      "Purple     50\n",
+      "Blue      100\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "s.index = ['Red','Purple', 'Blue']\n",
+    "print(s)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "6cb0a4b1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>score1</th>\n",
+       "      <th>score2</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>red</td>\n",
+       "      <td>50</td>\n",
+       "      <td>60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>purple</td>\n",
+       "      <td>60</td>\n",
+       "      <td>50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>blue</td>\n",
+       "      <td>100</td>\n",
+       "      <td>100</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     name  score1  score2\n",
+       "0     red      50      60\n",
+       "1  purple      60      50\n",
+       "2    blue     100     100"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = [['red', 50, 60], ['purple', 60, 50], ['blue', 100, 100]]\n",
+    "df = pd.DataFrame(data, columns = ['name', 'score1', 'score2'])\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "5aefcbfe",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "a is positive\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 5\n",
+    "if(a > 0):\n",
+    "    print('a is positive')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "cfe01e36",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "liquid\n",
+      "abc\n"
+     ]
+    }
+   ],
+   "source": [
+    "temp = 25\n",
+    "if(temp > 100):\n",
+    "    print('gas')\n",
+    "elif(temp>0):\n",
+    "    print('liquid')\n",
+    "else:\n",
+    "    print('solid')\n",
+    "print('abc')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "0b156b6b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "a= 1\n",
+      "a= 2\n",
+      "a= 3\n",
+      "a= 4\n",
+      "a= 5\n",
+      "a= 6\n",
+      "a= 7\n",
+      "a= 8\n",
+      "a= 9\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 1\n",
+    "while(a < 10):\n",
+    "    print('a=',a)\n",
+    "    a+=1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "89b1ee73",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "a= 3\n",
+      "a= 6\n",
+      "a= 9\n",
+      "a= 12\n",
+      "a= 15\n",
+      "a= 18\n",
+      "a is larger than 20\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 1\n",
+    "while(a < 20):\n",
+    "    if(a % 3 == 0):\n",
+    "        print('a=',a)\n",
+    "    a+=1\n",
+    "else:\n",
+    "    print('a is larger than 20')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "d31662c5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "a= 1\n",
+      "a= 2\n",
+      "a= 3\n",
+      "a= 4\n",
+      "a= 5\n",
+      "a= 6\n",
+      "a= 7\n",
+      "a= 8\n",
+      "a= 9\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 1\n",
+    "while(a < 10):\n",
+    "    print('a=',a)\n",
+    "    a += 1"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fe3c6860",
+   "metadata": {},
+   "source": [
+    "1, 1, 2, 3, 5, 8, 13, 21, ..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "cfbf0fd4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 1 2 3 5 8 13 21 34 55 89 "
+     ]
+    }
+   ],
+   "source": [
+    "a = 1\n",
+    "b = 1\n",
+    "while a < 100:\n",
+    "    print(a, end = ' ')\n",
+    "    a, b = b, a + b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "b0b098a8",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['red', 'purple', 'blue']\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = ['red', 'purple', 'blue']\n",
+    "while 'blue' in a:\n",
+    "    print(a)\n",
+    "    a.remove('blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "8a73b25c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "H\n",
+      "C\n",
+      "N\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = ['H', 'C', 'N']\n",
+    "for b in a:\n",
+    "    print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "eee85b8c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 H\n",
+      "1 C\n",
+      "2 N\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i, ele in enumerate(a):\n",
+    "    print(i, ele)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "807eccdc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = list(range(10))\n",
+    "a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "d1e65b50",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 3 5 7 9 "
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(1, 10, 2):\n",
+    "    print(i, end = ' ')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "4c2a6c62",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 C\n",
+      "1 H\n",
+      "2 3\n"
+     ]
+    }
+   ],
+   "source": [
+    "mole = 'CH3COOH'\n",
+    "for i, j in enumerate(mole):\n",
+    "    if i == 3:\n",
+    "        break\n",
+    "    print(i, j)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "5e84eba7",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 C\n",
+      "1 H\n",
+      "2 3\n",
+      "4 O\n",
+      "5 O\n",
+      "6 H\n"
+     ]
+    }
+   ],
+   "source": [
+    "mole = 'CH3COOH'\n",
+    "for i, j in enumerate(mole):\n",
+    "    if i == 3:\n",
+    "        continue\n",
+    "    print(i, j)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "322fb313",
+   "metadata": {},
+   "source": [
+    "zip()函数"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "ae1c80a9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "C C\n",
+      "H H\n",
+      "3 3\n",
+      "C C\n",
+      "O H\n",
+      "O 2\n",
+      "H O\n"
+     ]
+    }
+   ],
+   "source": [
+    "mole1 = 'CH3COOH'\n",
+    "mole2 = 'CH3CH2OH'\n",
+    "for i, j in zip(mole1, mole2):\n",
+    "    print(i, j)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "02b4bb82",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{0: 'K', 1: 'C', 2: 'N'}"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dict3 = {}\n",
+    "s = 'KCN'\n",
+    "for i, dict3[i] in enumerate(s):\n",
+    "    pass\n",
+    "dict3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "5bc99e21",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0\n",
+      "1\n",
+      "2\n",
+      "3\n",
+      "4\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(5): # 0 1 2 3 4\n",
+    "    print(i)\n",
+    "    i = 10"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b7e8ec55",
+   "metadata": {},
+   "source": [
+    "A. 0\n",
+    "B.  0\n",
+    "   1\n",
+    "   2\n",
+    "   3\n",
+    "   4"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "7d5042de",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "liquid\n"
+     ]
+    }
+   ],
+   "source": [
+    "temp = 25\n",
+    "if(temp > 100):\n",
+    "    print('gas')\n",
+    "elif(temp>0):\n",
+    "    print('liquid')\n",
+    "else:\n",
+    "    print('solid')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "2193eb86",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "liquid\n",
+      "solid\n"
+     ]
+    }
+   ],
+   "source": [
+    "def phase(temp):\n",
+    "    if(temp > 100):\n",
+    "        print('gas')\n",
+    "    elif(temp>0):\n",
+    "        print('liquid')\n",
+    "    else:\n",
+    "        print('solid')\n",
+    "\n",
+    "phase(25)\n",
+    "phase(-5)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "a2a5b839",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1\n",
+      "1\n",
+      "2\n",
+      "1\n"
+     ]
+    }
+   ],
+   "source": [
+    "def fun(a):\n",
+    "    print(a)\n",
+    "    a += 1\n",
+    "    print(a)\n",
+    "\n",
+    "a = 1\n",
+    "print(a)\n",
+    "fun(a)\n",
+    "print(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "4c1a59c6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[525]\n",
+      "[525, 'cm-1']\n"
+     ]
+    }
+   ],
+   "source": [
+    "def fun(a):\n",
+    "    a.append('cm-1')\n",
+    "\n",
+    "b = [525]\n",
+    "print(b)\n",
+    "fun(b)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "cce04af5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "z_max = 3e-10\n",
+    "z_min = 2.9e-10\n",
+    "I_max = [2.27e-12, 2.24e-12, 2.30e-12, 2.25e-12, 2.22e-12, 2.25e-12, 2.24e-12]\n",
+    "I_min = [2.81e-12, 2.84e-12, 2.99e-12, 2.58e-12, 2.61e-12, 2.80e-12, 2.50e-12]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "95a25ef0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_list(I):\n",
+    "    sum = 0\n",
+    "    for current in I:\n",
+    "        sum += current\n",
+    "    return sum / len(I)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "0df42442",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2.253,2.733\n"
+     ]
+    }
+   ],
+   "source": [
+    "I1 = avg_list(I_max)*1e12\n",
+    "I2 = avg_list(I_min)*1e12\n",
+    "\n",
+    "print('%.3f,%.3f'%(I1, I2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "98716b88",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.1415926\n",
+      "3.142\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 3.1415926\n",
+    "print(a)\n",
+    "print('%.3f'%a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "4dca4847",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.0 2.9\n"
+     ]
+    }
+   ],
+   "source": [
+    "z_max *= 1e10\n",
+    "z_min *= 1e10\n",
+    "print(z_max,z_min)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "64646489",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dI = I1 - I2\n",
+    "dz = z_max - z_min\n",
+    "I_avg = 0.5 * (I1 + I2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "eefb41ec",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 47,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = pow(2, 3)\n",
+    "a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "33984ae9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.530\n"
+     ]
+    }
+   ],
+   "source": [
+    "WF = 0.952 * dI * dI / dz / dz / I_avg / I_avg\n",
+    "print('%.3f'%WF)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "id": "aaa11f8d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3.529593090368709"
+      ]
+     },
+     "execution_count": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "def Cal_WF(z_max, z_min, I_max, I_min):\n",
+    "    z_max *= 1e10\n",
+    "    z_min *= 1e10\n",
+    "    I1 = avg_list(I_max)*1e12\n",
+    "    I2 = avg_list(I_min)*1e12\n",
+    "    dI = I1 - I2\n",
+    "    dz = z_max - z_min\n",
+    "    I_avg = 0.5 * (I1 + I2)\n",
+    "    return 0.952 * dI * dI / dz / dz / I_avg / I_avg\n",
+    "\n",
+    "z_max = 3e-10\n",
+    "z_min = 2.9e-10\n",
+    "I_max = [2.27e-12, 2.24e-12, 2.30e-12, 2.25e-12, 2.22e-12, 2.25e-12, 2.24e-12]\n",
+    "I_min = [2.81e-12, 2.84e-12, 2.99e-12, 2.58e-12, 2.61e-12, 2.80e-12, 2.50e-12]\n",
+    "\n",
+    "Cal_WF(z_max, z_min, I_max, I_min)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "id": "e6554ec3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[1, 0, 0]"
+      ]
+     },
+     "execution_count": 55,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "r = [0] * 3\n",
+    "r[0] = 1\n",
+    "r"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "id": "82f5a356",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[0, 0, 0], [0, 0, 0], [0, 0, 0]]"
+      ]
+     },
+     "execution_count": 53,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f = [r] * 3\n",
+    "f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "644c0356",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[1, 0, 0], [1, 0, 0], [1, 0, 0]]"
+      ]
+     },
+     "execution_count": 54,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f[0][0] = 1\n",
+    "f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "id": "7bf32b24",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0, 0, 0], [0, 0, 0], [0, 0, 0]]\n",
+      "[[1, 0, 0], [0, 0, 0], [0, 0, 0]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = [[0]*3 for i in range(3)]\n",
+    "print(f)\n",
+    "f[0][0] = 1\n",
+    "print(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "id": "80bd6219",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[1, 0, 0], [0, 0, 0], [0, 0, 0]]"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "id": "71a9b423",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[1, 0, 0]"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "id": "5a3cd6a3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 60,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "id": "9322aeee",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5\n",
+      "6\n"
+     ]
+    }
+   ],
+   "source": [
+    "def fun():\n",
+    "    a = 5\n",
+    "    b = 6\n",
+    "    return a , b\n",
+    "\n",
+    "c, d = fun()\n",
+    "print(c)\n",
+    "print(d)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "92cc6a5d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/3. Python\346\226\207\344\273\266\350\257\273\345\206\231\357\274\214\345\272\223.ipynb" "b/3. Python\346\226\207\344\273\266\350\257\273\345\206\231\357\274\214\345\272\223.ipynb"
new file mode 100644
index 0000000..56d742a
--- /dev/null
+++ "b/3. Python\346\226\207\344\273\266\350\257\273\345\206\231\357\274\214\345\272\223.ipynb"	
@@ -0,0 +1,2400 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "41acabd6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Experiment\n",
+      "3.3\n",
+      "2.2\n",
+      "2.5\n",
+      "3.1\n",
+      "3.0\n",
+      "eV\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = open('sample.txt', mode = 'r')\n",
+    "res = f.read()\n",
+    "f.close()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "30795687",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Experiment\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = open('sample.txt', mode = 'r')\n",
+    "res = f.readline()\n",
+    "f.close()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "ffaea046",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Experiment\\n', '3.3\\n', '2.2\\n', '2.5\\n', '3.1\\n', '3.0\\n', 'eV']\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = open('sample.txt', mode = 'r')\n",
+    "res = f.readlines()\n",
+    "f.close()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "f724af51",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[3.3, 2.2, 2.5, 3.1, 3.0]\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = open('sample.txt', mode = 'r')\n",
+    "f.readline()\n",
+    "data = []\n",
+    "for i in range(5):\n",
+    "    data.append(float(f.readline()))\n",
+    "f.close()\n",
+    "print(data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "c1837a74",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[3.3, 2.2, 2.5, 3.1, 3.0]\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = open('sample.txt', mode = 'r')\n",
+    "res = f.readlines()\n",
+    "f.close()\n",
+    "res = res[1:-1]\n",
+    "for i in range(len(res)):\n",
+    "    res[i] = float(res[i])\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "b7fb6bfb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_list(I):\n",
+    "    sum = 0\n",
+    "    for current in I:\n",
+    "        sum += current\n",
+    "    return sum / len(I)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "f0af9465",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2.82"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "avg_list(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "eb38c84e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = open('res.txt', mode = 'w')\n",
+    "f.write('avg = '+str(avg_list(res)))\n",
+    "f.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "6f3f1074",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[3.3, 2.2, 2.5, 3.1, 3.0]\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open('sample.txt', mode = 'r') as f:\n",
+    "    f.readline()\n",
+    "    data = []\n",
+    "    for i in range(5):\n",
+    "        data.append(float(f.readline()))\n",
+    "\n",
+    "print(data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "122b2e3f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3.00E-10,2.27E-12,2.24E-12,2.30E-12,2.25E-12,2.22E-12,2.25E-12,2.24E-12\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8') as f:\n",
+    "    res = f.readline()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "988d84a9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['\\ufeff3.00E-10,2.27E-12,2.24E-12,2.30E-12,2.25E-12,2.22E-12,2.25E-12,2.24E-12\\n', '2.90E-10,2.81E-12,2.84E-12,2.99E-12,2.58E-12,2.61E-12,2.80E-12,2.50E-12\\n']\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8') as f:\n",
+    "    res = f.readlines()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "5d6fdec8",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['3.00E-10,2.27E-12,2.24E-12,2.30E-12,2.25E-12,2.22E-12,2.25E-12,2.24E-12\\n', '2.90E-10,2.81E-12,2.84E-12,2.99E-12,2.58E-12,2.61E-12,2.80E-12,2.50E-12\\n']\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8-sig') as f:\n",
+    "    res = f.readlines()\n",
+    "print(res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "2f17c186",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['2.27E-12', '2.24E-12', '2.30E-12', '2.25E-12', '2.22E-12', '2.25E-12', '2.24E-12']\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8-sig') as f:\n",
+    "    res = f.readline()\n",
+    "    I_max = res.strip('\\n').split(',')\n",
+    "    I_min = f.readline().strip('\\n').split(',')\n",
+    "\n",
+    "z_max = I_max[0]\n",
+    "z_min = I_min[0]\n",
+    "I_max = I_max[1:]\n",
+    "I_min = I_min[1:]\n",
+    "print(I_max)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "8e191cdd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[2.27e-12, 2.24e-12, 2.3e-12, 2.25e-12, 2.22e-12, 2.25e-12, 2.24e-12]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "I_max_f = list(map(float, I_max))\n",
+    "I_max_f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "4bd16706",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2.252857142857143e-12"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "I1 = np.mean(I_max_f)\n",
+    "\n",
+    "I1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "79bed67c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "f6ac1786",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1 2 3 4 5 6]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "numpy.ndarray"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = np.array([1, 2, 3, 4, 5, 6])  # a = np.array(1, 2, 3, 4, 5, 6)是错误的\n",
+    "print(a)\n",
+    "type(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "f6e31240",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1 2 3]\n",
+      " [4 5 6]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "b = np.array([[1,2,3],[4,5,6]])\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "946ac95c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(b.ndim)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "7da639d1",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(2, 3)\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(b.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "5412d031",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(6,)\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(a.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "da6926c9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1 2 3 4 5 6]\n",
+      "[1 2 3 4 5 6]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(a)\n",
+    "print(a.T)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "e9c3ca6e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1 2 3]\n",
+      " [4 5 6]]\n",
+      "[[1 4]\n",
+      " [2 5]\n",
+      " [3 6]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(b)\n",
+    "print(b.T)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "403c7a43",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0. 0. 0. 0. 0.]\n"
+     ]
+    }
+   ],
+   "source": [
+    "c = np.zeros(5)\n",
+    "print(c)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "05d0deaf",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1. 1. 1.]\n",
+      " [1. 1. 1.]\n",
+      " [1. 1. 1.]\n",
+      " [1. 1. 1.]\n",
+      " [1. 1. 1.]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "d = np.ones((5, 3))\n",
+    "print(d)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "ffce722a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1 3 5 7 9]\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = np.arange(1, 10, 2)\n",
+    "print(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "abb578b9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.   0.25 0.5  0.75 1.   1.25 1.5  1.75 2.  ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "g = np.arange(0, 2.01, 0.25)\n",
+    "print(g)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "3f9f601e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.   0.25 0.5  0.75 1.   1.25 1.5  1.75 2.  ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "h = np.linspace(0, 2, 9)\n",
+    "print(h)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "9fb97ea6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(2, 3)"
+      ]
+     },
+     "execution_count": 48,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "b.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "id": "c7cf0e16",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1 2 3]\n",
+      " [4 5 6]]\n",
+      "(3, 2)\n",
+      "[[1 2]\n",
+      " [3 4]\n",
+      " [5 6]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "b = np.array([[1,2,3],[4,5,6]])\n",
+    "print(b)\n",
+    "b = b.reshape(3, 2)\n",
+    "print(b.shape)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "id": "f622c80a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1]\n",
+      " [2]\n",
+      " [3]\n",
+      " [4]\n",
+      " [5]\n",
+      " [6]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "b = b.reshape(-1,1)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "id": "16e0b6e2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]\n",
+      "[[0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]\n",
+      " [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "c = np.zeros(24)\n",
+    "print(c)\n",
+    "c = c.reshape(2, -1)\n",
+    "print(c)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "id": "369ed4e4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c = c.reshape(-1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "id": "82ebfbf6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+       "       0., 0., 0., 0., 0., 0., 0.])"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "id": "2bcfc35f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[[0. 0. 0.]\n",
+      "  [0. 0. 0.]\n",
+      "  [0. 0. 0.]\n",
+      "  [0. 0. 0.]]\n",
+      "\n",
+      " [[0. 0. 0.]\n",
+      "  [0. 0. 0.]\n",
+      "  [0. 0. 0.]\n",
+      "  [0. 0. 0.]]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "c = c.reshape(2, 4, 3)\n",
+    "print(c)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "id": "c6d7ba72",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[   0    1    2 ... 9997 9998 9999]\n"
+     ]
+    }
+   ],
+   "source": [
+    "b = np.arange(10000)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "id": "af18d803",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[   0    1    2 ...   97   98   99]\n",
+      " [ 100  101  102 ...  197  198  199]\n",
+      " [ 200  201  202 ...  297  298  299]\n",
+      " ...\n",
+      " [9700 9701 9702 ... 9797 9798 9799]\n",
+      " [9800 9801 9802 ... 9897 9898 9899]\n",
+      " [9900 9901 9902 ... 9997 9998 9999]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "b = b.reshape(100, -1)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "id": "a134ae1c",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[   0    1    2    3    4    5    6    7    8    9   10   11   12   13\n",
+      "    14   15   16   17   18   19   20   21   22   23   24   25   26   27\n",
+      "    28   29   30   31   32   33   34   35   36   37   38   39   40   41\n",
+      "    42   43   44   45   46   47   48   49   50   51   52   53   54   55\n",
+      "    56   57   58   59   60   61   62   63   64   65   66   67   68   69\n",
+      "    70   71   72   73   74   75   76   77   78   79   80   81   82   83\n",
+      "    84   85   86   87   88   89   90   91   92   93   94   95   96   97\n",
+      "    98   99]\n",
+      " [ 100  101  102  103  104  105  106  107  108  109  110  111  112  113\n",
+      "   114  115  116  117  118  119  120  121  122  123  124  125  126  127\n",
+      "   128  129  130  131  132  133  134  135  136  137  138  139  140  141\n",
+      "   142  143  144  145  146  147  148  149  150  151  152  153  154  155\n",
+      "   156  157  158  159  160  161  162  163  164  165  166  167  168  169\n",
+      "   170  171  172  173  174  175  176  177  178  179  180  181  182  183\n",
+      "   184  185  186  187  188  189  190  191  192  193  194  195  196  197\n",
+      "   198  199]\n",
+      " [ 200  201  202  203  204  205  206  207  208  209  210  211  212  213\n",
+      "   214  215  216  217  218  219  220  221  222  223  224  225  226  227\n",
+      "   228  229  230  231  232  233  234  235  236  237  238  239  240  241\n",
+      "   242  243  244  245  246  247  248  249  250  251  252  253  254  255\n",
+      "   256  257  258  259  260  261  262  263  264  265  266  267  268  269\n",
+      "   270  271  272  273  274  275  276  277  278  279  280  281  282  283\n",
+      "   284  285  286  287  288  289  290  291  292  293  294  295  296  297\n",
+      "   298  299]\n",
+      " [ 300  301  302  303  304  305  306  307  308  309  310  311  312  313\n",
+      "   314  315  316  317  318  319  320  321  322  323  324  325  326  327\n",
+      "   328  329  330  331  332  333  334  335  336  337  338  339  340  341\n",
+      "   342  343  344  345  346  347  348  349  350  351  352  353  354  355\n",
+      "   356  357  358  359  360  361  362  363  364  365  366  367  368  369\n",
+      "   370  371  372  373  374  375  376  377  378  379  380  381  382  383\n",
+      "   384  385  386  387  388  389  390  391  392  393  394  395  396  397\n",
+      "   398  399]\n",
+      " [ 400  401  402  403  404  405  406  407  408  409  410  411  412  413\n",
+      "   414  415  416  417  418  419  420  421  422  423  424  425  426  427\n",
+      "   428  429  430  431  432  433  434  435  436  437  438  439  440  441\n",
+      "   442  443  444  445  446  447  448  449  450  451  452  453  454  455\n",
+      "   456  457  458  459  460  461  462  463  464  465  466  467  468  469\n",
+      "   470  471  472  473  474  475  476  477  478  479  480  481  482  483\n",
+      "   484  485  486  487  488  489  490  491  492  493  494  495  496  497\n",
+      "   498  499]\n",
+      " [ 500  501  502  503  504  505  506  507  508  509  510  511  512  513\n",
+      "   514  515  516  517  518  519  520  521  522  523  524  525  526  527\n",
+      "   528  529  530  531  532  533  534  535  536  537  538  539  540  541\n",
+      "   542  543  544  545  546  547  548  549  550  551  552  553  554  555\n",
+      "   556  557  558  559  560  561  562  563  564  565  566  567  568  569\n",
+      "   570  571  572  573  574  575  576  577  578  579  580  581  582  583\n",
+      "   584  585  586  587  588  589  590  591  592  593  594  595  596  597\n",
+      "   598  599]\n",
+      " [ 600  601  602  603  604  605  606  607  608  609  610  611  612  613\n",
+      "   614  615  616  617  618  619  620  621  622  623  624  625  626  627\n",
+      "   628  629  630  631  632  633  634  635  636  637  638  639  640  641\n",
+      "   642  643  644  645  646  647  648  649  650  651  652  653  654  655\n",
+      "   656  657  658  659  660  661  662  663  664  665  666  667  668  669\n",
+      "   670  671  672  673  674  675  676  677  678  679  680  681  682  683\n",
+      "   684  685  686  687  688  689  690  691  692  693  694  695  696  697\n",
+      "   698  699]\n",
+      " [ 700  701  702  703  704  705  706  707  708  709  710  711  712  713\n",
+      "   714  715  716  717  718  719  720  721  722  723  724  725  726  727\n",
+      "   728  729  730  731  732  733  734  735  736  737  738  739  740  741\n",
+      "   742  743  744  745  746  747  748  749  750  751  752  753  754  755\n",
+      "   756  757  758  759  760  761  762  763  764  765  766  767  768  769\n",
+      "   770  771  772  773  774  775  776  777  778  779  780  781  782  783\n",
+      "   784  785  786  787  788  789  790  791  792  793  794  795  796  797\n",
+      "   798  799]\n",
+      " [ 800  801  802  803  804  805  806  807  808  809  810  811  812  813\n",
+      "   814  815  816  817  818  819  820  821  822  823  824  825  826  827\n",
+      "   828  829  830  831  832  833  834  835  836  837  838  839  840  841\n",
+      "   842  843  844  845  846  847  848  849  850  851  852  853  854  855\n",
+      "   856  857  858  859  860  861  862  863  864  865  866  867  868  869\n",
+      "   870  871  872  873  874  875  876  877  878  879  880  881  882  883\n",
+      "   884  885  886  887  888  889  890  891  892  893  894  895  896  897\n",
+      "   898  899]\n",
+      " [ 900  901  902  903  904  905  906  907  908  909  910  911  912  913\n",
+      "   914  915  916  917  918  919  920  921  922  923  924  925  926  927\n",
+      "   928  929  930  931  932  933  934  935  936  937  938  939  940  941\n",
+      "   942  943  944  945  946  947  948  949  950  951  952  953  954  955\n",
+      "   956  957  958  959  960  961  962  963  964  965  966  967  968  969\n",
+      "   970  971  972  973  974  975  976  977  978  979  980  981  982  983\n",
+      "   984  985  986  987  988  989  990  991  992  993  994  995  996  997\n",
+      "   998  999]\n",
+      " [1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013\n",
+      "  1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027\n",
+      "  1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041\n",
+      "  1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055\n",
+      "  1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069\n",
+      "  1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083\n",
+      "  1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097\n",
+      "  1098 1099]\n",
+      " [1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113\n",
+      "  1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127\n",
+      "  1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141\n",
+      "  1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155\n",
+      "  1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169\n",
+      "  1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183\n",
+      "  1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197\n",
+      "  1198 1199]\n",
+      " [1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213\n",
+      "  1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227\n",
+      "  1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241\n",
+      "  1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255\n",
+      "  1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269\n",
+      "  1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283\n",
+      "  1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297\n",
+      "  1298 1299]\n",
+      " [1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313\n",
+      "  1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327\n",
+      "  1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341\n",
+      "  1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355\n",
+      "  1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369\n",
+      "  1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383\n",
+      "  1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397\n",
+      "  1398 1399]\n",
+      " [1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413\n",
+      "  1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427\n",
+      "  1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441\n",
+      "  1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455\n",
+      "  1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469\n",
+      "  1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483\n",
+      "  1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497\n",
+      "  1498 1499]\n",
+      " [1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513\n",
+      "  1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527\n",
+      "  1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541\n",
+      "  1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555\n",
+      "  1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569\n",
+      "  1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583\n",
+      "  1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597\n",
+      "  1598 1599]\n",
+      " [1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613\n",
+      "  1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627\n",
+      "  1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641\n",
+      "  1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655\n",
+      "  1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669\n",
+      "  1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683\n",
+      "  1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697\n",
+      "  1698 1699]\n",
+      " [1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713\n",
+      "  1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727\n",
+      "  1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741\n",
+      "  1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755\n",
+      "  1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769\n",
+      "  1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783\n",
+      "  1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797\n",
+      "  1798 1799]\n",
+      " [1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813\n",
+      "  1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827\n",
+      "  1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841\n",
+      "  1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855\n",
+      "  1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869\n",
+      "  1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883\n",
+      "  1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897\n",
+      "  1898 1899]\n",
+      " [1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913\n",
+      "  1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927\n",
+      "  1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941\n",
+      "  1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955\n",
+      "  1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969\n",
+      "  1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983\n",
+      "  1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997\n",
+      "  1998 1999]\n",
+      " [2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013\n",
+      "  2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027\n",
+      "  2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041\n",
+      "  2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055\n",
+      "  2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069\n",
+      "  2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083\n",
+      "  2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097\n",
+      "  2098 2099]\n",
+      " [2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113\n",
+      "  2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127\n",
+      "  2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141\n",
+      "  2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155\n",
+      "  2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169\n",
+      "  2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183\n",
+      "  2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197\n",
+      "  2198 2199]\n",
+      " [2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213\n",
+      "  2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227\n",
+      "  2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241\n",
+      "  2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255\n",
+      "  2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269\n",
+      "  2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283\n",
+      "  2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297\n",
+      "  2298 2299]\n",
+      " [2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313\n",
+      "  2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327\n",
+      "  2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341\n",
+      "  2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355\n",
+      "  2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369\n",
+      "  2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383\n",
+      "  2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397\n",
+      "  2398 2399]\n",
+      " [2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413\n",
+      "  2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427\n",
+      "  2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441\n",
+      "  2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455\n",
+      "  2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469\n",
+      "  2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483\n",
+      "  2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497\n",
+      "  2498 2499]\n",
+      " [2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513\n",
+      "  2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527\n",
+      "  2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541\n",
+      "  2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555\n",
+      "  2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569\n",
+      "  2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583\n",
+      "  2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597\n",
+      "  2598 2599]\n",
+      " [2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613\n",
+      "  2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627\n",
+      "  2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641\n",
+      "  2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655\n",
+      "  2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669\n",
+      "  2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683\n",
+      "  2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697\n",
+      "  2698 2699]\n",
+      " [2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713\n",
+      "  2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727\n",
+      "  2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741\n",
+      "  2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755\n",
+      "  2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769\n",
+      "  2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783\n",
+      "  2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797\n",
+      "  2798 2799]\n",
+      " [2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 2813\n",
+      "  2814 2815 2816 2817 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827\n",
+      "  2828 2829 2830 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841\n",
+      "  2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855\n",
+      "  2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869\n",
+      "  2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883\n",
+      "  2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897\n",
+      "  2898 2899]\n",
+      " [2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913\n",
+      "  2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927\n",
+      "  2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941\n",
+      "  2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955\n",
+      "  2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969\n",
+      "  2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983\n",
+      "  2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997\n",
+      "  2998 2999]\n",
+      " [3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013\n",
+      "  3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025 3026 3027\n",
+      "  3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041\n",
+      "  3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055\n",
+      "  3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069\n",
+      "  3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083\n",
+      "  3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094 3095 3096 3097\n",
+      "  3098 3099]\n",
+      " [3100 3101 3102 3103 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113\n",
+      "  3114 3115 3116 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127\n",
+      "  3128 3129 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141\n",
+      "  3142 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155\n",
+      "  3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168 3169\n",
+      "  3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181 3182 3183\n",
+      "  3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194 3195 3196 3197\n",
+      "  3198 3199]\n",
+      " [3200 3201 3202 3203 3204 3205 3206 3207 3208 3209 3210 3211 3212 3213\n",
+      "  3214 3215 3216 3217 3218 3219 3220 3221 3222 3223 3224 3225 3226 3227\n",
+      "  3228 3229 3230 3231 3232 3233 3234 3235 3236 3237 3238 3239 3240 3241\n",
+      "  3242 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3255\n",
+      "  3256 3257 3258 3259 3260 3261 3262 3263 3264 3265 3266 3267 3268 3269\n",
+      "  3270 3271 3272 3273 3274 3275 3276 3277 3278 3279 3280 3281 3282 3283\n",
+      "  3284 3285 3286 3287 3288 3289 3290 3291 3292 3293 3294 3295 3296 3297\n",
+      "  3298 3299]\n",
+      " [3300 3301 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313\n",
+      "  3314 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327\n",
+      "  3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340 3341\n",
+      "  3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353 3354 3355\n",
+      "  3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366 3367 3368 3369\n",
+      "  3370 3371 3372 3373 3374 3375 3376 3377 3378 3379 3380 3381 3382 3383\n",
+      "  3384 3385 3386 3387 3388 3389 3390 3391 3392 3393 3394 3395 3396 3397\n",
+      "  3398 3399]\n",
+      " [3400 3401 3402 3403 3404 3405 3406 3407 3408 3409 3410 3411 3412 3413\n",
+      "  3414 3415 3416 3417 3418 3419 3420 3421 3422 3423 3424 3425 3426 3427\n",
+      "  3428 3429 3430 3431 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441\n",
+      "  3442 3443 3444 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455\n",
+      "  3456 3457 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469\n",
+      "  3470 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483\n",
+      "  3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496 3497\n",
+      "  3498 3499]\n",
+      " [3500 3501 3502 3503 3504 3505 3506 3507 3508 3509 3510 3511 3512 3513\n",
+      "  3514 3515 3516 3517 3518 3519 3520 3521 3522 3523 3524 3525 3526 3527\n",
+      "  3528 3529 3530 3531 3532 3533 3534 3535 3536 3537 3538 3539 3540 3541\n",
+      "  3542 3543 3544 3545 3546 3547 3548 3549 3550 3551 3552 3553 3554 3555\n",
+      "  3556 3557 3558 3559 3560 3561 3562 3563 3564 3565 3566 3567 3568 3569\n",
+      "  3570 3571 3572 3573 3574 3575 3576 3577 3578 3579 3580 3581 3582 3583\n",
+      "  3584 3585 3586 3587 3588 3589 3590 3591 3592 3593 3594 3595 3596 3597\n",
+      "  3598 3599]\n",
+      " [3600 3601 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613\n",
+      "  3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627\n",
+      "  3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640 3641\n",
+      "  3642 3643 3644 3645 3646 3647 3648 3649 3650 3651 3652 3653 3654 3655\n",
+      "  3656 3657 3658 3659 3660 3661 3662 3663 3664 3665 3666 3667 3668 3669\n",
+      "  3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681 3682 3683\n",
+      "  3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694 3695 3696 3697\n",
+      "  3698 3699]\n",
+      " [3700 3701 3702 3703 3704 3705 3706 3707 3708 3709 3710 3711 3712 3713\n",
+      "  3714 3715 3716 3717 3718 3719 3720 3721 3722 3723 3724 3725 3726 3727\n",
+      "  3728 3729 3730 3731 3732 3733 3734 3735 3736 3737 3738 3739 3740 3741\n",
+      "  3742 3743 3744 3745 3746 3747 3748 3749 3750 3751 3752 3753 3754 3755\n",
+      "  3756 3757 3758 3759 3760 3761 3762 3763 3764 3765 3766 3767 3768 3769\n",
+      "  3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783\n",
+      "  3784 3785 3786 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797\n",
+      "  3798 3799]\n",
+      " [3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812 3813\n",
+      "  3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 3827\n",
+      "  3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838 3839 3840 3841\n",
+      "  3842 3843 3844 3845 3846 3847 3848 3849 3850 3851 3852 3853 3854 3855\n",
+      "  3856 3857 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 3869\n",
+      "  3870 3871 3872 3873 3874 3875 3876 3877 3878 3879 3880 3881 3882 3883\n",
+      "  3884 3885 3886 3887 3888 3889 3890 3891 3892 3893 3894 3895 3896 3897\n",
+      "  3898 3899]\n",
+      " [3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 3911 3912 3913\n",
+      "  3914 3915 3916 3917 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927\n",
+      "  3928 3929 3930 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941\n",
+      "  3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955\n",
+      "  3956 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969\n",
+      "  3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983\n",
+      "  3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995 3996 3997\n",
+      "  3998 3999]\n",
+      " [4000 4001 4002 4003 4004 4005 4006 4007 4008 4009 4010 4011 4012 4013\n",
+      "  4014 4015 4016 4017 4018 4019 4020 4021 4022 4023 4024 4025 4026 4027\n",
+      "  4028 4029 4030 4031 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041\n",
+      "  4042 4043 4044 4045 4046 4047 4048 4049 4050 4051 4052 4053 4054 4055\n",
+      "  4056 4057 4058 4059 4060 4061 4062 4063 4064 4065 4066 4067 4068 4069\n",
+      "  4070 4071 4072 4073 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083\n",
+      "  4084 4085 4086 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097\n",
+      "  4098 4099]\n",
+      " [4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112 4113\n",
+      "  4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 4127\n",
+      "  4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138 4139 4140 4141\n",
+      "  4142 4143 4144 4145 4146 4147 4148 4149 4150 4151 4152 4153 4154 4155\n",
+      "  4156 4157 4158 4159 4160 4161 4162 4163 4164 4165 4166 4167 4168 4169\n",
+      "  4170 4171 4172 4173 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183\n",
+      "  4184 4185 4186 4187 4188 4189 4190 4191 4192 4193 4194 4195 4196 4197\n",
+      "  4198 4199]\n",
+      " [4200 4201 4202 4203 4204 4205 4206 4207 4208 4209 4210 4211 4212 4213\n",
+      "  4214 4215 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227\n",
+      "  4228 4229 4230 4231 4232 4233 4234 4235 4236 4237 4238 4239 4240 4241\n",
+      "  4242 4243 4244 4245 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255\n",
+      "  4256 4257 4258 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269\n",
+      "  4270 4271 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283\n",
+      "  4284 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297\n",
+      "  4298 4299]\n",
+      " [4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313\n",
+      "  4314 4315 4316 4317 4318 4319 4320 4321 4322 4323 4324 4325 4326 4327\n",
+      "  4328 4329 4330 4331 4332 4333 4334 4335 4336 4337 4338 4339 4340 4341\n",
+      "  4342 4343 4344 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355\n",
+      "  4356 4357 4358 4359 4360 4361 4362 4363 4364 4365 4366 4367 4368 4369\n",
+      "  4370 4371 4372 4373 4374 4375 4376 4377 4378 4379 4380 4381 4382 4383\n",
+      "  4384 4385 4386 4387 4388 4389 4390 4391 4392 4393 4394 4395 4396 4397\n",
+      "  4398 4399]\n",
+      " [4400 4401 4402 4403 4404 4405 4406 4407 4408 4409 4410 4411 4412 4413\n",
+      "  4414 4415 4416 4417 4418 4419 4420 4421 4422 4423 4424 4425 4426 4427\n",
+      "  4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441\n",
+      "  4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455\n",
+      "  4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469\n",
+      "  4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483\n",
+      "  4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497\n",
+      "  4498 4499]\n",
+      " [4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513\n",
+      "  4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527\n",
+      "  4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541\n",
+      "  4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555\n",
+      "  4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569\n",
+      "  4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583\n",
+      "  4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597\n",
+      "  4598 4599]\n",
+      " [4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613\n",
+      "  4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627\n",
+      "  4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641\n",
+      "  4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655\n",
+      "  4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669\n",
+      "  4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683\n",
+      "  4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697\n",
+      "  4698 4699]\n",
+      " [4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713\n",
+      "  4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727\n",
+      "  4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741\n",
+      "  4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755\n",
+      "  4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769\n",
+      "  4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783\n",
+      "  4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797\n",
+      "  4798 4799]\n",
+      " [4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813\n",
+      "  4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827\n",
+      "  4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841\n",
+      "  4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855\n",
+      "  4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869\n",
+      "  4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883\n",
+      "  4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897\n",
+      "  4898 4899]\n",
+      " [4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913\n",
+      "  4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927\n",
+      "  4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941\n",
+      "  4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955\n",
+      "  4956 4957 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969\n",
+      "  4970 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983\n",
+      "  4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996 4997\n",
+      "  4998 4999]\n",
+      " [5000 5001 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 5013\n",
+      "  5014 5015 5016 5017 5018 5019 5020 5021 5022 5023 5024 5025 5026 5027\n",
+      "  5028 5029 5030 5031 5032 5033 5034 5035 5036 5037 5038 5039 5040 5041\n",
+      "  5042 5043 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 5055\n",
+      "  5056 5057 5058 5059 5060 5061 5062 5063 5064 5065 5066 5067 5068 5069\n",
+      "  5070 5071 5072 5073 5074 5075 5076 5077 5078 5079 5080 5081 5082 5083\n",
+      "  5084 5085 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 5097\n",
+      "  5098 5099]\n",
+      " [5100 5101 5102 5103 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113\n",
+      "  5114 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127\n",
+      "  5128 5129 5130 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141\n",
+      "  5142 5143 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155\n",
+      "  5156 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169\n",
+      "  5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182 5183\n",
+      "  5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195 5196 5197\n",
+      "  5198 5199]\n",
+      " [5200 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213\n",
+      "  5214 5215 5216 5217 5218 5219 5220 5221 5222 5223 5224 5225 5226 5227\n",
+      "  5228 5229 5230 5231 5232 5233 5234 5235 5236 5237 5238 5239 5240 5241\n",
+      "  5242 5243 5244 5245 5246 5247 5248 5249 5250 5251 5252 5253 5254 5255\n",
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+      "  5270 5271 5272 5273 5274 5275 5276 5277 5278 5279 5280 5281 5282 5283\n",
+      "  5284 5285 5286 5287 5288 5289 5290 5291 5292 5293 5294 5295 5296 5297\n",
+      "  5298 5299]\n",
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+      "  5314 5315 5316 5317 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327\n",
+      "  5328 5329 5330 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341\n",
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+      "  5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396 5397\n",
+      "  5398 5399]\n",
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+      "  5484 5485 5486 5487 5488 5489 5490 5491 5492 5493 5494 5495 5496 5497\n",
+      "  5498 5499]\n",
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+      "  5514 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527\n",
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+      "  5598 5599]\n",
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+      "  5614 5615 5616 5617 5618 5619 5620 5621 5622 5623 5624 5625 5626 5627\n",
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+      "  5698 5699]\n",
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+      "  5798 5799]\n",
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+      "  5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995 5996 5997\n",
+      "  5998 5999]\n",
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+      "  6014 6015 6016 6017 6018 6019 6020 6021 6022 6023 6024 6025 6026 6027\n",
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+      "  6084 6085 6086 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097\n",
+      "  6098 6099]\n",
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+      "  6184 6185 6186 6187 6188 6189 6190 6191 6192 6193 6194 6195 6196 6197\n",
+      "  6198 6199]\n",
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+      "  6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294 6295 6296 6297\n",
+      "  6298 6299]\n",
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+      "  6384 6385 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397\n",
+      "  6398 6399]\n",
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+      "  6484 6485 6486 6487 6488 6489 6490 6491 6492 6493 6494 6495 6496 6497\n",
+      "  6498 6499]\n",
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+      "  6514 6515 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527\n",
+      "  6528 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541\n",
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+      "  6584 6585 6586 6587 6588 6589 6590 6591 6592 6593 6594 6595 6596 6597\n",
+      "  6598 6599]\n",
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+      "  6684 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697\n",
+      "  6698 6699]\n",
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+      "  6714 6715 6716 6717 6718 6719 6720 6721 6722 6723 6724 6725 6726 6727\n",
+      "  6728 6729 6730 6731 6732 6733 6734 6735 6736 6737 6738 6739 6740 6741\n",
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+      "  6784 6785 6786 6787 6788 6789 6790 6791 6792 6793 6794 6795 6796 6797\n",
+      "  6798 6799]\n",
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+      "  6814 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827\n",
+      "  6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840 6841\n",
+      "  6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853 6854 6855\n",
+      "  6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866 6867 6868 6869\n",
+      "  6870 6871 6872 6873 6874 6875 6876 6877 6878 6879 6880 6881 6882 6883\n",
+      "  6884 6885 6886 6887 6888 6889 6890 6891 6892 6893 6894 6895 6896 6897\n",
+      "  6898 6899]\n",
+      " [6900 6901 6902 6903 6904 6905 6906 6907 6908 6909 6910 6911 6912 6913\n",
+      "  6914 6915 6916 6917 6918 6919 6920 6921 6922 6923 6924 6925 6926 6927\n",
+      "  6928 6929 6930 6931 6932 6933 6934 6935 6936 6937 6938 6939 6940 6941\n",
+      "  6942 6943 6944 6945 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955\n",
+      "  6956 6957 6958 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969\n",
+      "  6970 6971 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983\n",
+      "  6984 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997\n",
+      "  6998 6999]\n",
+      " [7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013\n",
+      "  7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027\n",
+      "  7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041\n",
+      "  7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055\n",
+      "  7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069\n",
+      "  7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083\n",
+      "  7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097\n",
+      "  7098 7099]\n",
+      " [7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113\n",
+      "  7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127\n",
+      "  7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141\n",
+      "  7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155\n",
+      "  7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169\n",
+      "  7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183\n",
+      "  7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197\n",
+      "  7198 7199]\n",
+      " [7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213\n",
+      "  7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227\n",
+      "  7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241\n",
+      "  7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255\n",
+      "  7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269\n",
+      "  7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283\n",
+      "  7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297\n",
+      "  7298 7299]\n",
+      " [7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313\n",
+      "  7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327\n",
+      "  7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341\n",
+      "  7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355\n",
+      "  7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369\n",
+      "  7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383\n",
+      "  7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397\n",
+      "  7398 7399]\n",
+      " [7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413\n",
+      "  7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427\n",
+      "  7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441\n",
+      "  7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455\n",
+      "  7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469\n",
+      "  7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483\n",
+      "  7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497\n",
+      "  7498 7499]\n",
+      " [7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513\n",
+      "  7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527\n",
+      "  7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541\n",
+      "  7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555\n",
+      "  7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569\n",
+      "  7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583\n",
+      "  7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597\n",
+      "  7598 7599]\n",
+      " [7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613\n",
+      "  7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627\n",
+      "  7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641\n",
+      "  7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655\n",
+      "  7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669\n",
+      "  7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683\n",
+      "  7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697\n",
+      "  7698 7699]\n",
+      " [7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713\n",
+      "  7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727\n",
+      "  7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741\n",
+      "  7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755\n",
+      "  7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769\n",
+      "  7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783\n",
+      "  7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797\n",
+      "  7798 7799]\n",
+      " [7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813\n",
+      "  7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827\n",
+      "  7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841\n",
+      "  7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855\n",
+      "  7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869\n",
+      "  7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883\n",
+      "  7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897\n",
+      "  7898 7899]\n",
+      " [7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913\n",
+      "  7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927\n",
+      "  7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941\n",
+      "  7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955\n",
+      "  7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969\n",
+      "  7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983\n",
+      "  7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997\n",
+      "  7998 7999]\n",
+      " [8000 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013\n",
+      "  8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026 8027\n",
+      "  8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039 8040 8041\n",
+      "  8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052 8053 8054 8055\n",
+      "  8056 8057 8058 8059 8060 8061 8062 8063 8064 8065 8066 8067 8068 8069\n",
+      "  8070 8071 8072 8073 8074 8075 8076 8077 8078 8079 8080 8081 8082 8083\n",
+      "  8084 8085 8086 8087 8088 8089 8090 8091 8092 8093 8094 8095 8096 8097\n",
+      "  8098 8099]\n",
+      " [8100 8101 8102 8103 8104 8105 8106 8107 8108 8109 8110 8111 8112 8113\n",
+      "  8114 8115 8116 8117 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127\n",
+      "  8128 8129 8130 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141\n",
+      "  8142 8143 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155\n",
+      "  8156 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169\n",
+      "  8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182 8183\n",
+      "  8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195 8196 8197\n",
+      "  8198 8199]\n",
+      " [8200 8201 8202 8203 8204 8205 8206 8207 8208 8209 8210 8211 8212 8213\n",
+      "  8214 8215 8216 8217 8218 8219 8220 8221 8222 8223 8224 8225 8226 8227\n",
+      "  8228 8229 8230 8231 8232 8233 8234 8235 8236 8237 8238 8239 8240 8241\n",
+      "  8242 8243 8244 8245 8246 8247 8248 8249 8250 8251 8252 8253 8254 8255\n",
+      "  8256 8257 8258 8259 8260 8261 8262 8263 8264 8265 8266 8267 8268 8269\n",
+      "  8270 8271 8272 8273 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283\n",
+      "  8284 8285 8286 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297\n",
+      "  8298 8299]\n",
+      " [8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312 8313\n",
+      "  8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325 8326 8327\n",
+      "  8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338 8339 8340 8341\n",
+      "  8342 8343 8344 8345 8346 8347 8348 8349 8350 8351 8352 8353 8354 8355\n",
+      "  8356 8357 8358 8359 8360 8361 8362 8363 8364 8365 8366 8367 8368 8369\n",
+      "  8370 8371 8372 8373 8374 8375 8376 8377 8378 8379 8380 8381 8382 8383\n",
+      "  8384 8385 8386 8387 8388 8389 8390 8391 8392 8393 8394 8395 8396 8397\n",
+      "  8398 8399]\n",
+      " [8400 8401 8402 8403 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413\n",
+      "  8414 8415 8416 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427\n",
+      "  8428 8429 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441\n",
+      "  8442 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455\n",
+      "  8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468 8469\n",
+      "  8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481 8482 8483\n",
+      "  8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494 8495 8496 8497\n",
+      "  8498 8499]\n",
+      " [8500 8501 8502 8503 8504 8505 8506 8507 8508 8509 8510 8511 8512 8513\n",
+      "  8514 8515 8516 8517 8518 8519 8520 8521 8522 8523 8524 8525 8526 8527\n",
+      "  8528 8529 8530 8531 8532 8533 8534 8535 8536 8537 8538 8539 8540 8541\n",
+      "  8542 8543 8544 8545 8546 8547 8548 8549 8550 8551 8552 8553 8554 8555\n",
+      "  8556 8557 8558 8559 8560 8561 8562 8563 8564 8565 8566 8567 8568 8569\n",
+      "  8570 8571 8572 8573 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583\n",
+      "  8584 8585 8586 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597\n",
+      "  8598 8599]\n",
+      " [8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612 8613\n",
+      "  8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625 8626 8627\n",
+      "  8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638 8639 8640 8641\n",
+      "  8642 8643 8644 8645 8646 8647 8648 8649 8650 8651 8652 8653 8654 8655\n",
+      "  8656 8657 8658 8659 8660 8661 8662 8663 8664 8665 8666 8667 8668 8669\n",
+      "  8670 8671 8672 8673 8674 8675 8676 8677 8678 8679 8680 8681 8682 8683\n",
+      "  8684 8685 8686 8687 8688 8689 8690 8691 8692 8693 8694 8695 8696 8697\n",
+      "  8698 8699]\n",
+      " [8700 8701 8702 8703 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713\n",
+      "  8714 8715 8716 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727\n",
+      "  8728 8729 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741\n",
+      "  8742 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755\n",
+      "  8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768 8769\n",
+      "  8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781 8782 8783\n",
+      "  8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794 8795 8796 8797\n",
+      "  8798 8799]\n",
+      " [8800 8801 8802 8803 8804 8805 8806 8807 8808 8809 8810 8811 8812 8813\n",
+      "  8814 8815 8816 8817 8818 8819 8820 8821 8822 8823 8824 8825 8826 8827\n",
+      "  8828 8829 8830 8831 8832 8833 8834 8835 8836 8837 8838 8839 8840 8841\n",
+      "  8842 8843 8844 8845 8846 8847 8848 8849 8850 8851 8852 8853 8854 8855\n",
+      "  8856 8857 8858 8859 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869\n",
+      "  8870 8871 8872 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883\n",
+      "  8884 8885 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897\n",
+      "  8898 8899]\n",
+      " [8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911 8912 8913\n",
+      "  8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924 8925 8926 8927\n",
+      "  8928 8929 8930 8931 8932 8933 8934 8935 8936 8937 8938 8939 8940 8941\n",
+      "  8942 8943 8944 8945 8946 8947 8948 8949 8950 8951 8952 8953 8954 8955\n",
+      "  8956 8957 8958 8959 8960 8961 8962 8963 8964 8965 8966 8967 8968 8969\n",
+      "  8970 8971 8972 8973 8974 8975 8976 8977 8978 8979 8980 8981 8982 8983\n",
+      "  8984 8985 8986 8987 8988 8989 8990 8991 8992 8993 8994 8995 8996 8997\n",
+      "  8998 8999]\n",
+      " [9000 9001 9002 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013\n",
+      "  9014 9015 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027\n",
+      "  9028 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041\n",
+      "  9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054 9055\n",
+      "  9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069\n",
+      "  9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083\n",
+      "  9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097\n",
+      "  9098 9099]\n",
+      " [9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113\n",
+      "  9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127\n",
+      "  9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141\n",
+      "  9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155\n",
+      "  9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169\n",
+      "  9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183\n",
+      "  9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197\n",
+      "  9198 9199]\n",
+      " [9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213\n",
+      "  9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227\n",
+      "  9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241\n",
+      "  9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255\n",
+      "  9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269\n",
+      "  9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283\n",
+      "  9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297\n",
+      "  9298 9299]\n",
+      " [9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313\n",
+      "  9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327\n",
+      "  9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341\n",
+      "  9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355\n",
+      "  9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369\n",
+      "  9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383\n",
+      "  9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397\n",
+      "  9398 9399]\n",
+      " [9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413\n",
+      "  9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427\n",
+      "  9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441\n",
+      "  9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455\n",
+      "  9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469\n",
+      "  9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483\n",
+      "  9484 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9495 9496 9497\n",
+      "  9498 9499]\n",
+      " [9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511 9512 9513\n",
+      "  9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524 9525 9526 9527\n",
+      "  9528 9529 9530 9531 9532 9533 9534 9535 9536 9537 9538 9539 9540 9541\n",
+      "  9542 9543 9544 9545 9546 9547 9548 9549 9550 9551 9552 9553 9554 9555\n",
+      "  9556 9557 9558 9559 9560 9561 9562 9563 9564 9565 9566 9567 9568 9569\n",
+      "  9570 9571 9572 9573 9574 9575 9576 9577 9578 9579 9580 9581 9582 9583\n",
+      "  9584 9585 9586 9587 9588 9589 9590 9591 9592 9593 9594 9595 9596 9597\n",
+      "  9598 9599]\n",
+      " [9600 9601 9602 9603 9604 9605 9606 9607 9608 9609 9610 9611 9612 9613\n",
+      "  9614 9615 9616 9617 9618 9619 9620 9621 9622 9623 9624 9625 9626 9627\n",
+      "  9628 9629 9630 9631 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641\n",
+      "  9642 9643 9644 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655\n",
+      "  9656 9657 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669\n",
+      "  9670 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683\n",
+      "  9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696 9697\n",
+      "  9698 9699]\n",
+      " [9700 9701 9702 9703 9704 9705 9706 9707 9708 9709 9710 9711 9712 9713\n",
+      "  9714 9715 9716 9717 9718 9719 9720 9721 9722 9723 9724 9725 9726 9727\n",
+      "  9728 9729 9730 9731 9732 9733 9734 9735 9736 9737 9738 9739 9740 9741\n",
+      "  9742 9743 9744 9745 9746 9747 9748 9749 9750 9751 9752 9753 9754 9755\n",
+      "  9756 9757 9758 9759 9760 9761 9762 9763 9764 9765 9766 9767 9768 9769\n",
+      "  9770 9771 9772 9773 9774 9775 9776 9777 9778 9779 9780 9781 9782 9783\n",
+      "  9784 9785 9786 9787 9788 9789 9790 9791 9792 9793 9794 9795 9796 9797\n",
+      "  9798 9799]\n",
+      " [9800 9801 9802 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813\n",
+      "  9814 9815 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827\n",
+      "  9828 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841\n",
+      "  9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854 9855\n",
+      "  9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867 9868 9869\n",
+      "  9870 9871 9872 9873 9874 9875 9876 9877 9878 9879 9880 9881 9882 9883\n",
+      "  9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894 9895 9896 9897\n",
+      "  9898 9899]\n",
+      " [9900 9901 9902 9903 9904 9905 9906 9907 9908 9909 9910 9911 9912 9913\n",
+      "  9914 9915 9916 9917 9918 9919 9920 9921 9922 9923 9924 9925 9926 9927\n",
+      "  9928 9929 9930 9931 9932 9933 9934 9935 9936 9937 9938 9939 9940 9941\n",
+      "  9942 9943 9944 9945 9946 9947 9948 9949 9950 9951 9952 9953 9954 9955\n",
+      "  9956 9957 9958 9959 9960 9961 9962 9963 9964 9965 9966 9967 9968 9969\n",
+      "  9970 9971 9972 9973 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983\n",
+      "  9984 9985 9986 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997\n",
+      "  9998 9999]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "import sys\n",
+    "np.set_printoptions(threshold=sys.maxsize)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "id": "81cec20a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[   0    1    2 ...   97   98   99]\n",
+      " [ 100  101  102 ...  197  198  199]\n",
+      " [ 200  201  202 ...  297  298  299]\n",
+      " ...\n",
+      " [9700 9701 9702 ... 9797 9798 9799]\n",
+      " [9800 9801 9802 ... 9897 9898 9899]\n",
+      " [9900 9901 9902 ... 9997 9998 9999]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "np.set_printoptions(threshold=1000)\n",
+    "print(b)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "id": "db069a58",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0, 1, 2, 3])"
+      ]
+     },
+     "execution_count": 76,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = np.array([20, 30, 40, 50])\n",
+    "b = np.arange(4)\n",
+    "b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "7d05b6c0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([20, 31, 42, 53])"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a + b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "id": "b0a0704a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0, 1, 4, 9], dtype=int32)"
+      ]
+     },
+     "execution_count": 78,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "b ** 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "id": "787c4adb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([ 0.91294525, -0.98803162,  0.74511316, -0.26237485])"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.sin(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "id": "bd771f7d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([ True, False, False, False])"
+      ]
+     },
+     "execution_count": 80,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a < 25"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "id": "eb0bab6e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[2, 0],\n",
+       "       [0, 4]])"
+      ]
+     },
+     "execution_count": 81,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c = np.array([[1, 1], [0, 1]])\n",
+    "d = np.array([[2, 0], [3, 4]])\n",
+    "\n",
+    "c * d"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 82,
+   "id": "74b70195",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[5, 4],\n",
+       "       [3, 4]])"
+      ]
+     },
+     "execution_count": 82,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c @ d"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 85,
+   "id": "e39730df",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.270000e-12</td>\n",
+       "      <td>2.240000e-12</td>\n",
+       "      <td>2.300000e-12</td>\n",
+       "      <td>2.250000e-12</td>\n",
+       "      <td>2.220000e-12</td>\n",
+       "      <td>2.250000e-12</td>\n",
+       "      <td>2.240000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2.900000e-10</td>\n",
+       "      <td>2.810000e-12</td>\n",
+       "      <td>2.840000e-12</td>\n",
+       "      <td>2.990000e-12</td>\n",
+       "      <td>2.580000e-12</td>\n",
+       "      <td>2.610000e-12</td>\n",
+       "      <td>2.800000e-12</td>\n",
+       "      <td>2.500000e-12</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              0             1             2             3             4  \\\n",
+       "0  3.000000e-10  2.270000e-12  2.240000e-12  2.300000e-12  2.250000e-12   \n",
+       "1  2.900000e-10  2.810000e-12  2.840000e-12  2.990000e-12  2.580000e-12   \n",
+       "\n",
+       "              5             6             7  \n",
+       "0  2.220000e-12  2.250000e-12  2.240000e-12  \n",
+       "1  2.610000e-12  2.800000e-12  2.500000e-12  "
+      ]
+     },
+     "execution_count": 85,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8') as f:\n",
+    "    df = pd.read_csv(f, header = None)\n",
+    "\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "id": "e5b5db1c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[3.00e-10, 2.27e-12, 2.24e-12, 2.30e-12, 2.25e-12, 2.22e-12,\n",
+       "        2.25e-12, 2.24e-12],\n",
+       "       [2.90e-10, 2.81e-12, 2.84e-12, 2.99e-12, 2.58e-12, 2.61e-12,\n",
+       "        2.80e-12, 2.50e-12]])"
+      ]
+     },
+     "execution_count": 86,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "with open('didz.csv', mode = 'r', encoding = 'UTF-8-sig') as f:\n",
+    "    data = np.loadtxt(f, delimiter = ',')\n",
+    "    \n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 87,
+   "id": "4506c97b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[2.00000000e+02, 1.28822518e-01],\n",
+       "       [2.00200000e+02, 1.17581519e-01],\n",
+       "       [2.00400000e+02, 1.25130467e-01],\n",
+       "       ...,\n",
+       "       [4.19600000e+02, 2.93875450e-02],\n",
+       "       [4.19800000e+02, 2.11873390e-02],\n",
+       "       [4.20000000e+02, 2.89257690e-02]])"
+      ]
+     },
+     "execution_count": 87,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "with open('UV_noise.csv', mode = 'r', encoding = 'UTF-8-sig') as f:\n",
+    "    data = np.loadtxt(f, delimiter = ',')\n",
+    "    \n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "id": "d890fa28",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(1101, 2)"
+      ]
+     },
+     "execution_count": 88,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 89,
+   "id": "1b391671",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[2.00000000e+02, 2.00200000e+02, 2.00400000e+02, ...,\n",
+       "        4.19600000e+02, 4.19800000e+02, 4.20000000e+02],\n",
+       "       [1.28822518e-01, 1.17581519e-01, 1.25130467e-01, ...,\n",
+       "        2.93875450e-02, 2.11873390e-02, 2.89257690e-02]])"
+      ]
+     },
+     "execution_count": 89,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = data.T\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "id": "22f1d18a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[200.  200.2 200.4 ... 419.6 419.8 420. ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "wl = data[0]\n",
+    "Abs = data[1]\n",
+    "print(wl)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "id": "257ef386",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.12882252 0.11758152 0.12513047 ... 0.02938755 0.02118734 0.02892577]\n",
+      "[0.12651419 0.1231361  0.12071748 ... 0.0233465  0.02576063 0.02941872]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from scipy.signal import savgol_filter\n",
+    "\n",
+    "Abs_smooth = savgol_filter(Abs, 9, 2)\n",
+    "\n",
+    "print(Abs)\n",
+    "print(Abs_smooth)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "id": "9b48f362",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open('UV_filter.csv', mode = 'w', encoding = 'UTF-8') as f:\n",
+    "    for i in range(len(wl)):\n",
+    "        f.write(str(wl[i])+','+str(Abs[i])+','+str(Abs_smooth[i])+'\\n')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "id": "551e185d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "id": "c3ac552b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.270000e-12</td>\n",
+       "      <td>2.240000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.060000e-12</td>\n",
+       "      <td>1.900000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.790000e-12</td>\n",
+       "      <td>1.560000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>2.600000e-12</td>\n",
+       "      <td>1.930000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>1.740000e-12</td>\n",
+       "      <td>9.890000e-13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>995</th>\n",
+       "      <td>1.010000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>996</th>\n",
+       "      <td>1.010000e-10</td>\n",
+       "      <td>1.400000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>997</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.430000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>998</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>999</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.440000e-10</td>\n",
+       "      <td>1.440000e-10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1000 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                0             1             2\n",
+       "0    3.000000e-10  2.270000e-12  2.240000e-12\n",
+       "1    3.000000e-10  2.060000e-12  1.900000e-12\n",
+       "2    3.000000e-10  2.790000e-12  1.560000e-12\n",
+       "3    2.990000e-10  2.600000e-12  1.930000e-12\n",
+       "4    2.990000e-10  1.740000e-12  9.890000e-13\n",
+       "..            ...           ...           ...\n",
+       "995  1.010000e-10  1.410000e-10  1.410000e-10\n",
+       "996  1.010000e-10  1.400000e-10  1.410000e-10\n",
+       "997  1.000000e-10  1.410000e-10  1.430000e-10\n",
+       "998  1.000000e-10  1.420000e-10  1.420000e-10\n",
+       "999  1.000000e-10  1.440000e-10  1.440000e-10\n",
+       "\n",
+       "[1000 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 94,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open('Iz.csv', mode = 'r', encoding = 'UTF-8') as f:\n",
+    "    df = pd.read_csv(f, header = None)\n",
+    "\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 97,
+   "id": "2ec1b028",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.270000e-12</td>\n",
+       "      <td>2.240000e-12</td>\n",
+       "      <td>2.255000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.060000e-12</td>\n",
+       "      <td>1.900000e-12</td>\n",
+       "      <td>1.980000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.790000e-12</td>\n",
+       "      <td>1.560000e-12</td>\n",
+       "      <td>2.175000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>2.600000e-12</td>\n",
+       "      <td>1.930000e-12</td>\n",
+       "      <td>2.265000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>1.740000e-12</td>\n",
+       "      <td>9.890000e-13</td>\n",
+       "      <td>1.364500e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>995</th>\n",
+       "      <td>1.010000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>996</th>\n",
+       "      <td>1.010000e-10</td>\n",
+       "      <td>1.400000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.405000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>997</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.410000e-10</td>\n",
+       "      <td>1.430000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>998</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "      <td>1.420000e-10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>999</th>\n",
+       "      <td>1.000000e-10</td>\n",
+       "      <td>1.440000e-10</td>\n",
+       "      <td>1.440000e-10</td>\n",
+       "      <td>1.440000e-10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1000 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                0             1             2             3\n",
+       "0    3.000000e-10  2.270000e-12  2.240000e-12  2.255000e-12\n",
+       "1    3.000000e-10  2.060000e-12  1.900000e-12  1.980000e-12\n",
+       "2    3.000000e-10  2.790000e-12  1.560000e-12  2.175000e-12\n",
+       "3    2.990000e-10  2.600000e-12  1.930000e-12  2.265000e-12\n",
+       "4    2.990000e-10  1.740000e-12  9.890000e-13  1.364500e-12\n",
+       "..            ...           ...           ...           ...\n",
+       "995  1.010000e-10  1.410000e-10  1.410000e-10  1.410000e-10\n",
+       "996  1.010000e-10  1.400000e-10  1.410000e-10  1.405000e-10\n",
+       "997  1.000000e-10  1.410000e-10  1.430000e-10  1.420000e-10\n",
+       "998  1.000000e-10  1.420000e-10  1.420000e-10  1.420000e-10\n",
+       "999  1.000000e-10  1.440000e-10  1.440000e-10  1.440000e-10\n",
+       "\n",
+       "[1000 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 97,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[3] = 0.5 * (df[1] + df[2])\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "id": "ab259a08",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "z = np.array(df[0]) * 1e10\n",
+    "lnI = np.log(np.array(df[3]) * 1e12)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "cab6dbf2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[-2.1268743   7.14673331]\n"
+     ]
+    }
+   ],
+   "source": [
+    "fit_res = np.polyfit(z, lnI, 1)\n",
+    "print(fit_res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 100,
+   "id": "a843b0cf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "4.306461770837489"
+      ]
+     },
+     "execution_count": 100,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "wf_res = 0.952*pow(fit_res[0],2)\n",
+    "wf_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c2ecbf94",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/4. \346\234\272\345\231\250\345\255\246\344\271\240\347\256\200\344\273\213.ipynb" "b/4. \346\234\272\345\231\250\345\255\246\344\271\240\347\256\200\344\273\213.ipynb"
new file mode 100644
index 0000000..5710928
--- /dev/null
+++ "b/4. \346\234\272\345\231\250\345\255\246\344\271\240\347\256\200\344\273\213.ipynb"	
@@ -0,0 +1,684 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "a5283380",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "9b7b2392",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = np.linspace(0, 20, 5)\n",
+    "y = 2 * x + 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "d5449b69",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([ 0.,  5., 10., 15., 20.])"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "0979dddf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x1c99305aa90>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(x, y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "911d41c6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x151b45ba3a0>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(x, y, s = 200, c = 'green')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "bd67a7d3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x151b4682640>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xlim((0,30))\n",
+    "plt.ylim((0,50))\n",
+    "plt.scatter(x, y, s = 200, c = 'green', marker = ',')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "1ba100ab",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x151b46d5730>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xlim((0,30))\n",
+    "plt.ylim((0,50))\n",
+    "\n",
+    "x_ticks = np.linspace(0, 30, 11)\n",
+    "plt.xticks(x_ticks)\n",
+    "\n",
+    "plt.scatter(x, y, s = 200, c = 'green', marker = ',')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "a23f8389",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x151b4774550>"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xlim((0,30))\n",
+    "plt.ylim((0,50))\n",
+    "\n",
+    "x_ticks = np.linspace(0, 30, 11)\n",
+    "plt.xticks(x_ticks)\n",
+    "\n",
+    "plt.xlabel('x0')\n",
+    "plt.ylabel('x0')\n",
+    "\n",
+    "plt.scatter(x, y, s = 200, c = 'green', marker = ',')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "4e23215d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x151b45f9ee0>]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = np.linspace(-10, 10, 40)\n",
+    "y = x * x + 1\n",
+    "plt.plot(x, y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "24e4c025",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x151b47582e0>]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = np.linspace(-10, 10, 40)\n",
+    "y = x * x + 1\n",
+    "y0 = -x * x\n",
+    "\n",
+    "plt.plot(x, y)\n",
+    "plt.plot(x, y0, c = 'red')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "6572b679",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x151b4a092e0>]"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = np.linspace(-10, 10, 40)\n",
+    "y = x * x + 1\n",
+    "\n",
+    "x2 = np.linspace(-10, 10, 5)\n",
+    "y2 = 3 * x2 + 50\n",
+    "\n",
+    "plt.scatter(x2, y2, c = 'red')\n",
+    "plt.plot(x, y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "859b9f76",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<BarContainer object of 3 artists>"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = [1, 2, 3]\n",
+    "y = [5, 3, 4]\n",
+    "plt.bar(x, y, color = 'r', width = 0.2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "02b0aee0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]]\n",
+      "[[0 0 0 0 0 0 0 0 0 0]\n",
+      " [1 1 1 1 1 1 1 1 1 1]\n",
+      " [2 2 2 2 2 2 2 2 2 2]\n",
+      " [3 3 3 3 3 3 3 3 3 3]\n",
+      " [4 4 4 4 4 4 4 4 4 4]\n",
+      " [5 5 5 5 5 5 5 5 5 5]\n",
+      " [6 6 6 6 6 6 6 6 6 6]\n",
+      " [7 7 7 7 7 7 7 7 7 7]\n",
+      " [8 8 8 8 8 8 8 8 8 8]\n",
+      " [9 9 9 9 9 9 9 9 9 9]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "x0, y0 = np.meshgrid(np.arange(0, 10, 1), np.arange(0, 10, 1))\n",
+    "print(x0)\n",
+    "print(y0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "d7c7c50c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x151b4b7d2e0>"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(x0, y0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "2fa16d41",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<ipython-input-26-bdcc59306bff>:5: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
+      "  plt.pcolormesh(X, Y, Z)\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x151b5ba08e0>"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = np.linspace(-5, 5, 20)\n",
+    "y = np.linspace(-5, 5, 20)\n",
+    "X, Y = np.meshgrid(x, y)\n",
+    "Z = (1 - X/2 + X**3 + Y**4)*np.exp(-X**2-Y**2)\n",
+    "plt.pcolormesh(X, Y, Z)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "cc0a440f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.contour.QuadContourSet at 0x151b5c00490>"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXIAAAD4CAYAAADxeG0DAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAP1klEQVR4nO3d24tdZxnH8d+Tw0ykTaPQSKCTJqUKsVRBGYvQC6UHqRrrTS9UFNGLICi0YKm2+ROEtoKCDFVQWqjiAUUUTdFeeFExja1SE6UpSZxqsSK28ZQx9PFiZnd2pvuwDu9a73rW+n4g0JnMrPVm03zzzLvX2tvcXQCAuLblXgAAoB5CDgDBEXIACI6QA0BwhBwAgtuR46QLOy/zXbvekOPUABDW+X8+/zd337v181lCvmvXG/TO5c/kODUAhPXzx+87O+nzbK0AQHCEHACCI+QAEBwhB4DgCDkABEfIASA4Qg4AwRFyAAiOkANAcIQcAIIj5AAQHCEHgOAIOQAER8gBIDhCDgDBEXIACI6QA0BwyUJuZtvN7Ddm9qNUxwQAzJdyIr9T0smExwMAFJAk5Ga2JOkDkh5KcTwAQHGpJvIHJd0j6ZVpX2BmR8zsuJkdX/vfvxKdFgBQO+RmdljSX939yVlf5+4r7r7s7ssLOy+re1oAwIYUE/mNkm43szOSHpV0k5k9nOC4AIACaofc3e919yV3Pyjpw5J+7u4fq70yAEAhXEcOAMHtSHkwd39c0uMpjwkAmI2JHACCI+QAEBwhB4DgCDkABEfIASA4Qg4AwRFyAAguS8jtv2taOLWqhVOrOU4PAL2S9IagKqrGfO3QUuKVAEBMbK0AQHCEHACCI+QAEBwhB4DgCDkABEfIASA4Qg4AwRFyAAiOkANAcIQcAILLfot+VU29Tgu3/gOIJmzImzLtHwgCD6CrCHlBs34CIPIAcmKPHACCI+QAEBwhB4DgCHkCvNMRgJwIOQAER8gBIDhCDgDBEXIACI4bghLhhiEAuRDyFhS9qoXgp/fStYuNn2PP6QuNnwOYhZB3yMKpVWJeUxvhnndOwo62EfKOIebl5Aj3PIQdbasdcjPbL+mbkvZJekXSirt/qe5xh4yYT9fFcM9D2NG0FBP5RUmfc/cTZrZb0pNmdszdf5/g2IM12lcn6DHjPcv4n4eoI4Xalx+6+1/c/cTGf5+XdFLSVXWPi3VDv/2/bxHf6qVrF3v/Z0Tzku6Rm9lBSW+X9KuUxx26IW61pIzb+QOW7Fjjdp/1ZMd66dpFpnNUlizkZna5pO9KusvdX57w+0ckHZGkXdsuT3XawRhKzCMEfNLxU0R99Gcn6CgryZ2dZrZT6xF/xN2/N+lr3H3F3ZfdfXlh2+tSnHZw+r7NkiLi5w/Yq7/alPKcbLegrBRXrZikr0k66e73118SZunjZF43Wm1He5aUUzoTOopKMZHfKOnjkm4ys6c2fr0/wXExRd8n8zK6FPGtUk3pTOeYp/ZE7u6/lNTdv009VSTmESb3OpHqcsTHnT9gSaZzJnNMw52dPTYe+whRL6pKwC9cvZZ0DYvnFkp9/WjNdYJOzDENIR+IrRN81LB3IeKjY5aNuVR/OifmmISQD1QXpvWy2yplI95EwCcdv+3pnJhjK95YAlo4tfrqry6q8qRh0xFPca46e/w8AYpxhByXaCvoTYXowtVrrUa87nmJOVIg5JioK9N5mdDlCPikNZRdBzFHXeyRo3VF45My4geXXix8LEk6s7q31NdvVfbJ0Dr75uyZg5Cjk4pGvMj0WzbiRb6nSOirPBla9aoWYj5sbK0grCJTeJWIF1Hm2G1ttbDNMlyEHFM1sU9eJDZFQpZ6K6UqYo4uIOSYqStPeg4RMUdRhBxzpbwkkX3cdhDzYSHkKKzLNw1FwHXmaAohR2lNxzzlW6j1ATHHPIQcldSZzpveXmnric42EXPMQshRS47tli7cwRkNMe83Qo4k2D8vps4/QnXfSIOY9xchR1IEvVnEHJMQcjRiXsyb2ifv4/74VsQcWxFyNIbJHGgHIcdg3LrvVO4lJMNUjnGEHI2aNZW3eZfnKOK37juVPOhlt3NSXXVT5Z2TxhHz/iDkCGVWBMsENXXQc8Vc4hpzEHIMwKxgpwx6lZinnM6rIubxEXL0wrSIFo10qqBXuWqmCzFHbIQcjUt19Uobd3Q2sYdeRKrpnJe+HSZCjs4pG6O60/i07636/XWuZU8RdGI+PIQcvZRqqs4Rc6n+Tx/EfFgIOUKYFrYywbzjihO644oTpc9ddTpPEfOcr82COAg5emdSdMcDXiXmo+OWDXqKlwyoE/QqMWcqj4eQoxVN3K4/KZJFQ1t1Oi9zjpFUr/9CzDENIUfn1d0vnhXsOtstZaSMeVuvx07M4yDkCKnOND5JGzHPif3yfiPkABAcIQeA4JKE3MxuM7M/mNmzZvaFFMcEABRTO+Rmtl3SVyS9T9J1kj5iZtfVPS4AoJgUE/kNkp519+fcfU3So5I+lOC4AIACUoT8Kkl/Gvt4deNzlzCzI2Z23MyOr73ynwSnBQBIaUI+6bomf80n3Ffcfdndlxe2vS7BaQEAUpqQr0raP/bxkqQ/JzguAKCAFCH/taQ3m9k1ZrYg6cOSfpjguACAAnbUPYC7XzSzz0r6qaTtkr7u7s/UXhkAoJDaIZckd/+xpB+nOBYAoBzu7ERIZ1b3vuZzx144VPl433n5HaW/p875gJSSTORAkxbPLTT2in9VAi6Vj/ikf3iqWDy3UOn7dp99zYVkc+05faHSudA+JnK0Yu3QUvJjFp3Kp8WaiE9HxGMh5OideTH/zsvvCBXxxXMLrUYc8bC1ghCmba+cWd1b+E0bqsZbqrYfniriVVWNONN4PIQcvXTshUNJ3vgh1xOadQIuEfGhIeTorToxrxvwqtN43YBLRHyI2CNH48o+0TktRNMil+rJRGk94EQc0TCRo9eKTuWptlCqRDxFwCWe2BwyJnL0wqyAzop0igm8yBomqXM1ylZ1Is40Hh8TOUJJdXNQ6icxq0Q8FSIOJnJk89K1i0mPV3Qqzx3xVHafdbZTIImJHA1r4o7Oqrry2ig5n9QcxzTeH0zkwAAR8X4h5GjE2qGlmdN46m2VkVzbHG2qO40T8f5hawVJdWkrpY+IOCYh5EiCgBeT8mqVsoh4fxFy1JIj4E2+PnmXcZkhpmGPHJVVjXhT++MjfdwnJ+KYhYkcpTU9hZ8/YI0ePxoijnkIOQpjHzwWIj4chBxzEfA0qjzRyasZogj2yDFT6og3vT/eJ0QcRRFydE6RgM2bbtt6wrPoecpO40QcZRByTNXElkrK0OSM+ZnVvUQcncEeOTpp91kvdPXKvGvKR7Et+gbN076/CvbE0RZCjtbtOX2h0F55mZhLKhT0thBxtImtFUzUlStVysQt5+3v42uospVCxFEHEzku0VbAi07lZRWZzpvS5hQuEXFsIuTozPQ9zSh2Ze74bPP1WKr+JEDEkQohH6guxLvsVF50z3ykjZgTcXQBIR+QLsS7rioxl9JvteQIuETEMRkh77k+xHurqlstuRFxNIWQ91CkeNd50rPsdJ4Lb5SMptUKuZl9UdIHJa1JOi3pk+7+jwTrwgyRQt20Lsc8RcAlIo756l5HfkzS9e7+Nkl/lHRv/SVhlj5GfM/pC7ViNboOO1U460q1lrqPC4aj1kTu7j8b+/AJSXfUWw5m6WPEx6W4trzK/nkKKf8RId4oK+Ue+ackfSvh8TCm7xEfGUUsVdClZqOe+qcAIo4q5obczB6TtG/Cbx119x9sfM1RSRclPTLjOEckHZGkXdsur7TYoRpKxMelvPOzK1susxBw1DE35O5+y6zfN7NPSDos6WZ3n/o3xt1XJK1I0p6db+z+36yOGGLER1JN511GwJFC3atWbpP0eUnvdvd/p1kSRoYc8XHjsetD1Ik3Uqu7R/5lSYuSjpmZJD3h7p+uvSoQ8Sm2RjBC2Ak3mlb3qpU3pVoINhHx4ro4rRNutI07OzuGiFeXa1on3MiNkLeISLerSNiJMPqAkCdCpLuPaKOveKs3AAiOkANAcIQcAIIj5AAQHCFPgCc6AeREyAEgOEIOAMERcgAIjhuCSmAvHEAXEfIJCDaASMKHnOgCGLqwISfgALCOJzsBIDhCDgDBEXIACI6QA0BwhBwAgiPkABAcIQeA4Ag5AARHyAEguE7d2cndmgBQXpaQ+64Fog0AibC1AgDBEXIACI6QA0BwhBwAgiPkABAcIQeA4Ag5AARHyAEgOEIOAMElCbmZ3W1mbmZXpjgeAKC42iE3s/2SbpV0rv5yAABlpZjIH5B0jyRPcCwAQEm1Qm5mt0t63t2fLvC1R8zsuJkdX/vfv+qcFgAwZu6rH5rZY5L2Tfito5Luk/TeIidy9xVJK5J0xe4lpncASGRuyN39lkmfN7O3SrpG0tNmJklLkk6Y2Q3u/kLSVQIApqr8euTu/jtJbxx9bGZnJC27+98SrAsAUBDXkQNAcMneIcjdD6Y6FgCgOCZyAAiOkANAcIQcAIIj5AAQHCEHgOAIOQAER8gBIDhCDgDBEXIACI6QA0BwhBwAgiPkABAcIQeA4Ag5AARHyAEgOEIOAMGZe/vvg2xmL0o62/qJL3WlJN6Wbh2PxSYei008Fpu68lgccPe9Wz+ZJeRdYGbH3X059zq6gMdiE4/FJh6LTV1/LNhaAYDgCDkABDfkkK/kXkCH8Fhs4rHYxGOxqdOPxWD3yAGgL4Y8kQNALxByAAiOkEsys7vNzM3sytxrycXMvmhmp8zst2b2fTN7fe41tc3MbjOzP5jZs2b2hdzrycXM9pvZL8zspJk9Y2Z35l5Tbma23cx+Y2Y/yr2WSQYfcjPbL+lWSedyryWzY5Kud/e3SfqjpHszr6dVZrZd0lckvU/SdZI+YmbX5V1VNhclfc7d3yLpXZI+M+DHYuROSSdzL2KawYdc0gOS7pE06Gd93f1n7n5x48MnJC3lXE8GN0h61t2fc/c1SY9K+lDmNWXh7n9x9xMb/31e6wG7Ku+q8jGzJUkfkPRQ7rVMM+iQm9ntkp5396dzr6VjPiXpJ7kX0bKrJP1p7ONVDTheI2Z2UNLbJf0q81JyelDrw94rmdcx1Y7cC2iamT0mad+E3zoq6T5J7213RfnMeizc/QcbX3NU6z9aP9Lm2jrAJnxu0D+lmdnlkr4r6S53fzn3enIws8OS/uruT5rZezIvZ6reh9zdb5n0eTN7q6RrJD1tZtL6VsIJM7vB3V9ocYmtmfZYjJjZJyQdlnSzD+8Gg1VJ+8c+XpL050xryc7Mdmo94o+4+/dyryejGyXdbmbvl7RL0hVm9rC7fyzzui7BDUEbzOyMpGV378IrnLXOzG6TdL+kd7v7i7nX0zYz26H1J3lvlvS8pF9L+qi7P5N1YRnY+mTzDUl/d/e7Mi+nMzYm8rvd/XDmpbzGoPfIcYkvS9ot6ZiZPWVmX829oDZtPNH7WUk/1fqTe98eYsQ33Cjp45Ju2vh/4amNiRQdxUQOAMExkQNAcIQcAIIj5AAQHCEHgOAIOQAER8gBIDhCDgDB/R9sUYoJe0F5ZgAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = np.linspace(-5, 5, 20)\n",
+    "y = np.linspace(-5, 5, 20)\n",
+    "X, Y = np.meshgrid(x, y)\n",
+    "Z = (1 - X/2 + X**3 + Y**4)*np.exp(-X**2-Y**2)\n",
+    "plt.contourf(X, Y, Z)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "fb3d93d3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([-5.        , -4.47368421, -3.94736842, -3.42105263, -2.89473684,\n",
+       "       -2.36842105, -1.84210526, -1.31578947, -0.78947368, -0.26315789,\n",
+       "        0.26315789,  0.78947368,  1.31578947,  1.84210526,  2.36842105,\n",
+       "        2.89473684,  3.42105263,  3.94736842,  4.47368421,  5.        ])"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "90fd4ad7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[-5.        , -5.        , -5.        , -5.        , -5.        ,\n",
+       "        -5.        , -5.        , -5.        , -5.        , -5.        ,\n",
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+       "        -5.        , -5.        , -5.        , -5.        , -5.        ],\n",
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+       "       [ 0.26315789,  0.26315789,  0.26315789,  0.26315789,  0.26315789,\n",
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+       "         0.26315789,  0.26315789,  0.26315789,  0.26315789,  0.26315789,\n",
+       "         0.26315789,  0.26315789,  0.26315789,  0.26315789,  0.26315789],\n",
+       "       [ 0.78947368,  0.78947368,  0.78947368,  0.78947368,  0.78947368,\n",
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+       "         0.78947368,  0.78947368,  0.78947368,  0.78947368,  0.78947368,\n",
+       "         0.78947368,  0.78947368,  0.78947368,  0.78947368,  0.78947368],\n",
+       "       [ 1.31578947,  1.31578947,  1.31578947,  1.31578947,  1.31578947,\n",
+       "         1.31578947,  1.31578947,  1.31578947,  1.31578947,  1.31578947,\n",
+       "         1.31578947,  1.31578947,  1.31578947,  1.31578947,  1.31578947,\n",
+       "         1.31578947,  1.31578947,  1.31578947,  1.31578947,  1.31578947],\n",
+       "       [ 1.84210526,  1.84210526,  1.84210526,  1.84210526,  1.84210526,\n",
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+       "         1.84210526,  1.84210526,  1.84210526,  1.84210526,  1.84210526,\n",
+       "         1.84210526,  1.84210526,  1.84210526,  1.84210526,  1.84210526],\n",
+       "       [ 2.36842105,  2.36842105,  2.36842105,  2.36842105,  2.36842105,\n",
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+       "       [ 2.89473684,  2.89473684,  2.89473684,  2.89473684,  2.89473684,\n",
+       "         2.89473684,  2.89473684,  2.89473684,  2.89473684,  2.89473684,\n",
+       "         2.89473684,  2.89473684,  2.89473684,  2.89473684,  2.89473684,\n",
+       "         2.89473684,  2.89473684,  2.89473684,  2.89473684,  2.89473684],\n",
+       "       [ 3.42105263,  3.42105263,  3.42105263,  3.42105263,  3.42105263,\n",
+       "         3.42105263,  3.42105263,  3.42105263,  3.42105263,  3.42105263,\n",
+       "         3.42105263,  3.42105263,  3.42105263,  3.42105263,  3.42105263,\n",
+       "         3.42105263,  3.42105263,  3.42105263,  3.42105263,  3.42105263],\n",
+       "       [ 3.94736842,  3.94736842,  3.94736842,  3.94736842,  3.94736842,\n",
+       "         3.94736842,  3.94736842,  3.94736842,  3.94736842,  3.94736842,\n",
+       "         3.94736842,  3.94736842,  3.94736842,  3.94736842,  3.94736842,\n",
+       "         3.94736842,  3.94736842,  3.94736842,  3.94736842,  3.94736842],\n",
+       "       [ 4.47368421,  4.47368421,  4.47368421,  4.47368421,  4.47368421,\n",
+       "         4.47368421,  4.47368421,  4.47368421,  4.47368421,  4.47368421,\n",
+       "         4.47368421,  4.47368421,  4.47368421,  4.47368421,  4.47368421,\n",
+       "         4.47368421,  4.47368421,  4.47368421,  4.47368421,  4.47368421],\n",
+       "       [ 5.        ,  5.        ,  5.        ,  5.        ,  5.        ,\n",
+       "         5.        ,  5.        ,  5.        ,  5.        ,  5.        ,\n",
+       "         5.        ,  5.        ,  5.        ,  5.        ,  5.        ,\n",
+       "         5.        ,  5.        ,  5.        ,  5.        ,  5.        ]])"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1d87531f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/5.1 \346\234\272\345\231\250\345\255\246\344\271\240\347\256\227\346\263\225.ipynb" "b/5.1 \346\234\272\345\231\250\345\255\246\344\271\240\347\256\227\346\263\225.ipynb"
new file mode 100644
index 0000000..c8513ef
--- /dev/null
+++ "b/5.1 \346\234\272\345\231\250\345\255\246\344\271\240\347\256\227\346\263\225.ipynb"	
@@ -0,0 +1,177 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "4ea499ba",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from sklearn.linear_model import LinearRegression"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "b38adfd1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x235d8294bb0>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x_val = np.random.uniform(low = 0, high = 30, size = 10)\n",
+    "y_val = x_val + 3 * np.random.normal(size=len(x_val))\n",
+    "plt.scatter(x_val, y_val, c='black')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "a2f06191",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x235d94e8040>]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(x_val, y_val, c='black')\n",
+    "\n",
+    "lr = LinearRegression()\n",
+    "lr.fit(x_val.reshape(-1,1), y_val)\n",
+    "\n",
+    "x_lf = np.linspace(0, 30, 50)\n",
+    "y_lf = lr.predict(x_lf.reshape(-1,1))\n",
+    "plt.plot(x_lf, y_lf, 'b--')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "9e6500b3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[ 0.   7.5 15.  22.5 30. ]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "array([[ 0. ],\n",
+       "       [ 7.5],\n",
+       "       [15. ],\n",
+       "       [22.5],\n",
+       "       [30. ]])"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = np.linspace(0, 30, 5)\n",
+    "print(x)\n",
+    "x.reshape(-1,1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "a884f424",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "coef =  [1.06299225] intercept =  -1.118126746241602\n",
+      "coef = 1.06 intercept = -1.12\n"
+     ]
+    }
+   ],
+   "source": [
+    "coef = lr.coef_\n",
+    "intercept = lr.intercept_\n",
+    "\n",
+    "print('coef = ', coef, 'intercept = ', intercept)\n",
+    "print('coef = %.2f'%coef[0], 'intercept = %.2f'%intercept)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "37e37dfa",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/5.2 \345\220\270\351\231\204\344\270\255\347\232\204\347\272\277\346\200\247\345\233\236\345\275\222.ipynb" "b/5.2 \345\220\270\351\231\204\344\270\255\347\232\204\347\272\277\346\200\247\345\233\236\345\275\222.ipynb"
new file mode 100644
index 0000000..1aab37a
--- /dev/null
+++ "b/5.2 \345\220\270\351\231\204\344\270\255\347\232\204\347\272\277\346\200\247\345\233\236\345\275\222.ipynb"	
@@ -0,0 +1,509 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "c14fe03f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "from sklearn import linear_model\n",
+    "from pandas import read_csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "da1805ad",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>db_center</th>\n",
+       "      <th>ad_energy</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Cu12Co</td>\n",
+       "      <td>-1.33</td>\n",
+       "      <td>-0.547</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Cu12Rh</td>\n",
+       "      <td>-1.57</td>\n",
+       "      <td>-0.591</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Cu12Ir</td>\n",
+       "      <td>-1.74</td>\n",
+       "      <td>-0.420</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Cu12Ni</td>\n",
+       "      <td>-1.21</td>\n",
+       "      <td>-0.674</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Cu12Pd</td>\n",
+       "      <td>-2.01</td>\n",
+       "      <td>-0.500</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Cu12Pt</td>\n",
+       "      <td>-1.78</td>\n",
+       "      <td>-0.391</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>Cu13</td>\n",
+       "      <td>-2.33</td>\n",
+       "      <td>-0.316</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>Cu12Ag</td>\n",
+       "      <td>-4.13</td>\n",
+       "      <td>-0.201</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Cu12Au</td>\n",
+       "      <td>-3.12</td>\n",
+       "      <td>-0.298</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  formula  db_center  ad_energy\n",
+       "0  Cu12Co      -1.33     -0.547\n",
+       "1  Cu12Rh      -1.57     -0.591\n",
+       "2  Cu12Ir      -1.74     -0.420\n",
+       "3  Cu12Ni      -1.21     -0.674\n",
+       "4  Cu12Pd      -2.01     -0.500\n",
+       "5  Cu12Pt      -1.78     -0.391\n",
+       "6    Cu13      -2.33     -0.316\n",
+       "7  Cu12Ag      -4.13     -0.201\n",
+       "8  Cu12Au      -3.12     -0.298"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f = open('db_center.csv', encoding = 'UTF-8')\n",
+    "names = ['formula', 'db_center', 'ad_energy']\n",
+    "data = read_csv(f, names = names)\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "3eb63b53",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b31d6f0f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>db_center</th>\n",
+       "      <th>ad_energy</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Cu12Co</td>\n",
+       "      <td>-1.33</td>\n",
+       "      <td>-0.547</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Cu12Rh</td>\n",
+       "      <td>-1.57</td>\n",
+       "      <td>-0.591</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Cu12Ir</td>\n",
+       "      <td>-1.74</td>\n",
+       "      <td>-0.420</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Cu12Ni</td>\n",
+       "      <td>-1.21</td>\n",
+       "      <td>-0.674</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Cu12Pd</td>\n",
+       "      <td>-2.01</td>\n",
+       "      <td>-0.500</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  formula  db_center  ad_energy\n",
+       "0  Cu12Co      -1.33     -0.547\n",
+       "1  Cu12Rh      -1.57     -0.591\n",
+       "2  Cu12Ir      -1.74     -0.420\n",
+       "3  Cu12Ni      -1.21     -0.674\n",
+       "4  Cu12Pd      -2.01     -0.500"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "a342608b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([-0.547, -0.591, -0.42 , -0.674, -0.5  , -0.391, -0.316, -0.201,\n",
+       "       -0.298])"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y = data['ad_energy'].values\n",
+    "y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "3ae54d7c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   db_center\n",
+      "0      -1.33\n",
+      "1      -1.57\n",
+      "2      -1.74\n",
+      "3      -1.21\n",
+      "4      -2.01\n",
+      "5      -1.78\n",
+      "6      -2.33\n",
+      "7      -4.13\n",
+      "8      -3.12\n"
+     ]
+    }
+   ],
+   "source": [
+    "excluded = ['formula', 'ad_energy']\n",
+    "X = data.drop(excluded, axis = 1)\n",
+    "print(X)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "1146529f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "LinearRegression()"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from sklearn.linear_model import LinearRegression\n",
+    "#from sklearn.metrics import mean_squared_error\n",
+    "\n",
+    "lr = LinearRegression()\n",
+    "lr.fit(X,y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "22883e64",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[-0.42839089]\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\base.py:441: UserWarning: X does not have valid feature names, but LinearRegression was fitted with feature names\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "predicts = lr.predict([[-2.2]])\n",
+    "print(predicts)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "05663398",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "R2=0.7646612597264624\n"
+     ]
+    }
+   ],
+   "source": [
+    "R2 = lr.score(X,y)\n",
+    "print('R2='+str(R2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "a8201419",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[-0.14221031]\n",
+      "-0.7412535628655474\n"
+     ]
+    }
+   ],
+   "source": [
+    "coef = lr.coef_\n",
+    "intercept = lr.intercept_\n",
+    "print(coef)\n",
+    "print(intercept)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "03f0fa7d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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tK2fass0KeZFWEHXAm9lCM1tnZjPqmXMssAI4G1hjZhnNqFESTZjOlX9+fAYlvxnNifs+obyikjmFW30sUCQ5RBXwZjYWSHHODQS6m9kpEaaeCdzsnLsLKAT6N69MSUg9e5J16wpG/+je6qEX51/FjBf+i4Ol6nMjEmtto5yfCyyuuv8sMBh4t+4k59yLAGZ2Lt5W/K/DvZmZTQGmAHTt2jXKUiQRdE5P4y1OptutK+jy+Yfc8Mpj/Hjjcia+WQgd3/YuJ3jssX6XKRJI9W7Bm9lDZlYUugHXA6Gdp58BJ9TzWgPGA3uBinBznHPznXM5zrmcjAztxQmi/OHZpKWmALCr0wn831E3Mfqah/gs9/veoZVZWTBzJuzf73OlIsFTb8A75652zuWGbsB9QFrV08fU93rnuRZ4E/hBC9UrCSavXyazxvYmMz0NAzLT07j6qpF0KXwSNm3y2hXffrt3mOXcuVBe7nfJIoER7S6ajXi7ZdYDfYCw35SZ2a3AHufcI0A6UNb0EiXR5fXLJK9f5jefOPNMePJJ71j622/3jqH/3e+8+1dcAUcd1frFxrGC4lLmFG5ld1k5ndPTyB+eHf7fVaRKtEfRFACTzWwuMA5YaWanmdnMOvPmV817CUjB218vEt73vgfPPutdXSorC376U+/Sgn/6kxqaVSkoLmXass2UlpXrcFNptKgC3jm3D++L1vXA+c65z51zbzvnZtSZt9c5d6Fz7lzn3P9xTt2opBHOOw/WroWnn/a+eL38cjjjDFi82OtomcTmFG6lvOLIX3Y63FQaEvVx8FXhvdg590EsCpIkZwYjR3oXBX/iCa+R2fjx3jVkV6xI2s6Vu8vCfzcRaVwE1KpA4pUZjB3rXWjk0Udh3z7vsoKDBsELL/hdXavrnJ4W1bgIKOAl3qWkeJcR3LIF5s+HXbtg2DC44AJYt87v6lpN7cNNQ9JSU8gfnu1TRZIIFPCSGFJT4aqr4N134d574f/9P29rfvRoKC72u7qYC3e46ayxvXUUjdTL4uX7z5ycHLdhwwa/y5BE8eWXcP/98Nvfeg3OLrkEfv1r6NXL78pEWpWZbXTO5YR7Tlvwkpi+9S2YOhV27PCOm3/mGe+Imx/9yBsTEQW8JLj0dG/LfccOuPlm75DK7GzvWrG7dvldnYivFPASDBkZMGeOd+GRKVO8K0qdfLIX+h995Hd1Ir5QwEuwdO4Mf/gD/OMfMHEi/P73Xp+b6dO9ffUiSUQBL8HUrZu3Ff/2296RNnff7QX9XXfBF1/4XZ1Iq1DAS7BlZ8Nf/wpvvAFDhsCMGV6/G3WulCSggJfk0KcPPPUUrF8Pfft6nStPPhn++Ef4+mu/qxOJCQW8JJfvfQ+eew7WrPF246hzpQSYAl6SU24uvPzyNztXLlmS9J0rJTgU8JK8aneuXLrU61w5blzSd66U4FDAi5jBxRd/s3PlOefA6tV+VyfSZAp4kZDanSsfegjefx+GDvVuSdS5UoJDAS9SV2qqdzZsqHPlW28lVedKCQ4FvEgk7dvDjTd67Q/uvhteeQX694dLL4V33vG7OpEGKeBFGnLMMTBtGuzcqc6VklAU8CKNVbtz5c9+ps6VEvcU8CLRysiAe+5R50qJewp4kaaq3blywoSazpUzZqhzpcQFBbxIc3XrBg8/7F0ndvRor2OlOldKHFDAi7SUnj3VuVLiigJepKWF61x5yinqXNkIBcWlnDN7NVlTV3LO7NUUFJf6XVJCU8CLxErtzpUnnaTOlQ0oKC5l2rLNlJaV44DSsnKmLduskG8GBbxIrKlzZaPMKdxKecWRv/jKKyqZU7jVp4oSnwJepDXU17ly5Up1rgR2l4X/niLSuDRMAS/SmsJ1rhw9Wp0rgc7paVGNS8OiDngzW2hm68xsRiPmnmBm6s4kUpc6V35D/vBs0lJTjhhLS00hf3i2TxUlvqgC3szGAinOuYFAdzM7pYGX3APo169IJPV1rnzjDb+ra1V5/TKZNbY3melpGJCZnsassb3J65fpd2kJy1wU+/7M7D7gGefc02Z2GZDmnHs4wtwLgHFAT+dcboQ5U4ApAF27dj3rvffei7J8kYD54gu4/3747W+hrMzrXPmrX0GvXn5XJnHKzDY653LCPVfvFryZPWRmRaEbcD0QOmbpM+CECK87CrgdmFrf+zvn5jvncpxzORkZGQ0shkgSqNu5ctUqda6UJqs34J1zVzvnckM34D5qdrkcU8/rpwIPOufKWqpQkaQSqXPlT38KpTouXBon2i9ZNwKDq+73AUoizBsGXFu11d/XzBY0qTqRZFe7c+VVV8HChdCjhzpXSqNEuw++I7AWeAEYCQwAMoGJzrmwR9WYWVGkffC15eTkuA0bNjS6FpGktHOnt2X/yCOQlgY33QQ//7m3xR9QBcWlzCncyu6ycjqnp5E/PFtfvNbS5H3wdTnn9gG5wHrgfOfc5865tyOFe9VrcqP5DBGpR1bWNztXZmUFtnOl2hc0T9THwTvn9jrnFjvnPohFQSLSCOE6V3bvDvPmBapzpdoXNI/OZBVJZKHOlevWefdvvjlQnSvVvqB5FPAiQTBgQPjOlY88ktCdK9W+oHkU8CJBEupcuXKl98Xrj36U0J0r1b6geRTwIkFjBqNG1XSuNEvYzpVqX9A8UR0mGUs6TFIkRior4S9/gTvu8E6cGjgQZs6ECy7wuzJpAS12mKSIJKCUFJg8uaZz5T//WdO5cv16v6uTGFLAiySLUOfKbdu8wyk3b/a25seMSbrOlclCAS+SbNq3986A3bED7r7b+1K2Xz9vP/2WLX5XJy1IAS+SrGp3rpwxw+tcefrp3jVjd+70uzppAQp4kWSXng533ult0d90k3eG7KmnqnNlACjgRcSTkQG/+11N58oFC+Dkk+GWW+Djj/2uTppAAS8iR8rMhAcfhH/8Ay67zLuUYFaWtxunrMzv6iQKCngRCa9258p/+7eazpV33x3IzpVBpIAXkfr17AmPPw7FxTB4MEyfDh06eGfIfqCmsvFMAS8ijdO3LyxfDs88UzP2ne94Qf/5576VJZEp4EUkOsOHe/1sBg+uGUtP94I+QL3og0ABLyJNs3at16Gye/easaOP9s6YPXTIv7qkmgJeRJrOzDussqIC2rb1xg4d8kK+e/eE6lwZRAp4EWm+tm29kP/qq5qxnTuhTRs491z/6kpyCngRaTlpad5We+3j5deu9bb0J070raxkpYAXkZbXqZMX9Hv21Iw99pgX9Dff7F9dSUYBLyKxc+KJXtBv21YzNm+eF/S/+Y1/dSUJBbyIxF6PHl7QFxfXjE2d6gX9ww/7V1fAKeBFpPX07esFfVFRzdgVV3hB/9RTflUVWAp4EWl9553nBf3f/lYzdtFFXtC/9JJ/dQWMAl5E/JOX5wX9ggU1Y+ed5wW9Olc2mwJeRPx35ZVe0M+aVTOWmanOlc2kgBeR+DF1as2XsRdc4HWu7NEDxo5V58omUMCLSKMVFJdyzuzVZE1dyTmzV1NQHKNL+oU6V65b53Ws/Nvf1LmyCaIOeDNbaGbrzGxGPXPamtk/zayo6ta7eWWKiN8KikuZtmwzpWXlOKC0rJxpyzbHLuQBBgyAN96A3NyasVDnygMHYve5ARFVwJvZWCDFOTcQ6G5mp0SYeibwmHMut+q2ubmFioi/5hRupbyi8oix8opK5hRujf2Hr1njda7MyqoZS0tT58oGRLsFnwssrrr/LDA4wrwBwGgz+9+qLf624SaZ2RQz22BmGz7WRX1F4trusvC93iONtzgz2LFDnSujUG/Am9lDtXazFAHXA6G/xz4DTojw0teBYc65s4FUYFS4Sc65+c65HOdcTkZGRpMWQERaR+f0tKjGY0adKxut3oB3zl1dazdLLnAfEFqbx9Tz+jedc6EuQxuASLtyRCRB5A/PJi015YixtNQU8odn+1OQOlc2KNpdNBup2S3TByiJMO9RM+tjZilAHrCpSdWJSNzI65fJrLG9yUxPw4DM9DRmje1NXr9MfwtT58qIzEWx38rMOgJrgReAkXj72jOBic65GbXmnQH8BTDgKefc9IbeOycnx23YsCG66kVE6tq+HU4++cix2bPh1lv9qSfGzGyjcy4n7HPRBHzVmx0LXAi85JxrsTMPFPAi0qLeeAP69TtybOFCr7lZgNQX8FEfB++c2+ucW9yS4S4i0uLCda688kpv182TT/pVVavSmawiEmzhOlfm5SVF50oFvIgkh/o6V24K5nEgCngRSS7hOlf27VtzIlWAKOBFJDmFOlfedFPNWI8eXtAHpHOlAl5Ektu8eV7QjxtXMxaQzpUKeBERgMcf94J+cK0WWwneuVIBLyJS29q1XufKk06qGUvQzpUKeBGRusygpMRrapZS1X8n1LmyR4+E6VwZto2viIjgda48dAjKy+Hoo72xHTtqOle++GL11ILiUuYUbmV3WTmd09PIH57te58ebcGLiDQk1Lly796asZde8rb0J03y52pXjaCAFxFprPR0L+h3764Z+8tfyOvfhZsLHzpiaqtd7aoeCngRkWh95zte0L/7bvXQVa8XUPKb0Ux57YnqsVa72lUECngRkaY6+WRwjsuv/2P10G1FD1Pym9EMfO/N1r/aVR36klVEpJnyfjyaXp1W0Wd7MX997DYAHvvrbfBXYNjrkBO2m2/MKeBFRJopdLTMnMKjyOq6gqH732PBg9d6T373u97Pt9+GXr1ata6oL/gRK7rgh4gEzgsvwLBhR46VlBx5ElUztegFP0REpJGGDvW+jF22rGasWzfo2BE+/DDmH6+AFxGJtX//dy/oFy3yHu/fDyeeCFlZUFYWs49VwIuItJYf/9gL+rlzvcclJXDssfDaazH5OAW8iEhr+9nPvKCfPt17/MUXMfkYBbyIiF9mzvSCfujQmLy9Al5EJKAU8CIiAaWAFxEJKJ3JKiKBF4+92luDAl5EAi3Uq728ohKo6dUOBD7ktYtGRAJtTuHW6nAPiYde7a1BAS8igRapJ7vfvdpbgwJeRAItUk92v3u1t4aoA97MFprZOjOb0Yi5D5rZmKaVJiLSfPnDs0lLTTliLC01hfzh2T5V1HqiCngzGwukOOcGAt3N7JR65g4BTnTOLW9mjSIiTZbXL5NZY3uTmZ6GAZnpacwa2zvwX7BC9EfR5AKLq+4/CwwG3q07ycxSgf8Cnjazi5xzT4Z7MzObAkwB6Nq1a5SliIg0Tl6/zKQI9Lrq3YI3s4fMrCh0A64HSque/gw4IcJL/wN4G/gtcLaZXR9uknNuvnMuxzmXk5GR0aQFEBGR8OrdgnfOXV37sZn9Hgh9M3EMkX9B9APmO+c+MLP/Ae4C7m9mrSIiEoVov2TdiLdbBqAPUBJh3jage9X9HOC9qCsTEZFmiXYffAGw1sw6AyOBAWZ2GjDROVf7qJqFwCIzuwxIBS5piWJFRKTxogp459w+M8sFLgR+65z7HPgcmFFn3n7g0haqUUREmiDqXjTOub3UHEkjIiJxSmeyiogElAJeRCSgFPAiIgGlgBcRCSgFvIhIQCngRUQCSgEvIhJQCngRkYBSwIuIBJQCXkQkoBTwIiIBpYAXEQkoBbyISEAp4EVEAkoBLyISUAp4EZGAUsCLiASUAl5EJKCivmSfiIi0jILiUuYUbmV3WTmd09PIH55NXr/MFnt/BbyIiA8KikuZtmwz5RWVAJSWlTNt2WaAFgt57aIREfHBnMKt1eEeUl5RyZzCrS32GQp4EREf7C4rj2q8KRTwIiI+6JyeFtV4UyjgRUR8kD88m7TUlCPG0lJTyB+e3WKfoS9ZRUR8EPoiVUfRiIgEUF6/zBYN9Lq0i0ZEJKAU8CIiAaWAFxEJqKgD3swWmtk6M5tRz5yfmllR1e0NM3uoeWWKiEi0ogp4MxsLpDjnBgLdzeyUcPOcc//pnMt1zuUCa4H/analIiISlWiPoskFFlfdfxYYDLwbabKZZQInOOc2RHh+CjCl6uEXZtZy5+g2zvHAJ638mbGk5YlvWp74l4jLdFKkJ+oN+KpdK7WPuj8PWFh1/zOgfwMffC3wn5GedM7NB+Y38B4xY2YbnHM5fn1+S9PyxDctT/wL2jLVG/DOuatrPzaz3wOh82iPoZ5dPGbWBjgfmN7MGkVEpAmi/ZJ1I95uGYA+QEk9c4cArznnXBPqEhGRZop2H3wBsNbMOgMjgQFmdhow0TlX96ia4cBLzS8xpnzbPRQjWp74puWJf4FaJot2A9vMjgUuBF5yzn0Qk6pERKTZog54ERFJDDqTNUGZ2bfN7EIzO97vWlpC0JZHJB4kVcCb2QlmVtzAnAbP1PVb1W6yFcDZwBozy4gwr62Z/bPWWcW9W7XQRmrs8lTNjfv1A2BmncxslZk9a2Z/M7OjIsxLlHXUqOWpmpso6+gEM1vbwJyEWD+RJFXAA/dQc5jnNzT2TN04cCZws3PuLqCQyOcjnAk8Fjqr2Dm3udUqjE6jlieB1g/AJGCuc+77wAfAiAjzEmUdNWp5EmUdVW1U/An4VgNTE2X9hJU0AW9mFwBf4v3njCSXb56pG3eccy8659ab2bl4W73rIkwdAIw2s/+t2qqKy/7/USxPLgmwfgCccw86556repgBfBRhaqKso8YuTy6JsY4qgfHAvgbmJcT6iSShim2sMGfgrsY76erf8Q71jORbQGnV/cacqdsqIizPnXj/QfcCFRFe+jowzDm3x8weAUYBT8Wy1sZoxvLE5fqB8MvknPu1mQ0EjnXOrY/w0oRZR41cnrhcR/UsT0Mvjcv101iBDPgwZ+D+AnjQOVfWwAr9gkaeqdua6i5PLdea2Z3AD4DHwzz/pnPuYNX9DUBc/LncjOWJy/UD4ZfJzL4N3A9cXM9LE2YdNXJ54nId1fN/riFxuX4aKy7+8VvBMLzwKAL6mtmCCPOiOVPXN2Z2q5n9R9XDdKAswtRHzayPmaUAecCm2FcXvSiWJyHWD0DVl5BLgGnOuffqmZoo66ixy5Mw66iREmL9ROScS6obUFT18zRgZp3nOuKtwLnAO0Anv+uNsAzHAs/hnSn8IGARlucM4E1gM3CX33W3wPIkxPqpqvWneLubiqpu4xN8HTV2eRJmHVXVW1TrfsKun0g3nehUh87UjW9aP/FP6yh+KOBFRAIqWfbBi4gkHQW8iEhAKeBFRAJKAS8iElAKeBGRgPr/jIfoAY46dGIAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
+    "plt.rcParams['axes.unicode_minus'] = False\n",
+    "\n",
+    "y = data.iloc[:,2]\n",
+    "x = data.iloc[:,1]\n",
+    "plt.scatter(x, y, label='实际值')\n",
+    "plt.plot(x, lr.predict(X), color = 'red', label = '预测值')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "f19e8372",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
+    "plt.rcParams['axes.unicode_minus'] = False\n",
+    "\n",
+    "y = data.iloc[:,2]\n",
+    "x = data.iloc[:,1]\n",
+    "plt.scatter(x, y, label='实际值')\n",
+    "plt.plot(x, lr.predict(x.to_frame()), color = 'red', label = '预测值')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "1099ae98",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\base.py:441: UserWarning: X does not have valid feature names, but LinearRegression was fitted with feature names\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
+    "plt.rcParams['axes.unicode_minus'] = False\n",
+    "\n",
+    "y = data.iloc[:,2]\n",
+    "x = data.iloc[:,1]\n",
+    "plt.scatter(x, y, label='实际值')\n",
+    "x = np.array(x)\n",
+    "plt.plot(x, lr.predict(x.reshape(-1,1)), color = 'red', label = '预测值')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "17ca6933",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/5.3 \351\235\236\347\272\277\346\200\247\345\233\236\345\275\222.ipynb" "b/5.3 \351\235\236\347\272\277\346\200\247\345\233\236\345\275\222.ipynb"
new file mode 100644
index 0000000..064da61
--- /dev/null
+++ "b/5.3 \351\235\236\347\272\277\346\200\247\345\233\236\345\275\222.ipynb"	
@@ -0,0 +1,191 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ada63d23",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "c3f95fe9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.270000e-12</td>\n",
+       "      <td>2.240000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.060000e-12</td>\n",
+       "      <td>1.900000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.000000e-10</td>\n",
+       "      <td>2.790000e-12</td>\n",
+       "      <td>1.560000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>2.600000e-12</td>\n",
+       "      <td>1.930000e-12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2.990000e-10</td>\n",
+       "      <td>1.740000e-12</td>\n",
+       "      <td>9.890000e-13</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              0             1             2\n",
+       "0  3.000000e-10  2.270000e-12  2.240000e-12\n",
+       "1  3.000000e-10  2.060000e-12  1.900000e-12\n",
+       "2  3.000000e-10  2.790000e-12  1.560000e-12\n",
+       "3  2.990000e-10  2.600000e-12  1.930000e-12\n",
+       "4  2.990000e-10  1.740000e-12  9.890000e-13"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open('iz.csv', mode = 'r', encoding = 'UTF-8') as f:\n",
+    "    df = pd.read_csv(f, header = None)\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "00c012a6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df[3] = 0.5 * (df[1] + df[2])\n",
+    "z = np.array(df[0]) * 1e10\n",
+    "current = np.array(df[3]) * 1e12"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "fcd90eab",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.linear_model import LinearRegression\n",
+    "from scipy.optimize import curve_fit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "922886ba",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[ 3.60225002e+00 -2.56599244e-03]\n",
+      " [-2.56599244e-03  1.89800824e-06]]\n",
+      "4.306461770837465 3.919756213516532\n"
+     ]
+    }
+   ],
+   "source": [
+    "def func(x, a, b):\n",
+    "    return a * np.exp(b*x)\n",
+    "\n",
+    "def cal_wf_lin(z, current):\n",
+    "    lr = LinearRegression()\n",
+    "    lr.fit(z.reshape(-1, 1), np.log(current))\n",
+    "    wf = 0.952 * pow(lr.coef_[0], 2)\n",
+    "    return wf\n",
+    "\n",
+    "def cal_wf(z, current):\n",
+    "    pfit, pcov = curve_fit(func, z, current)\n",
+    "    print(pcov)\n",
+    "    wf = 0.952 * pow(pfit[1], 2)\n",
+    "    return wf\n",
+    "\n",
+    "res1 = cal_wf_lin(z, current)\n",
+    "res2 = cal_wf(z, current)\n",
+    "print(res1, res2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e8d4bea2",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/5.4 \344\272\244\345\217\211\351\252\214\350\257\201.ipynb" "b/5.4 \344\272\244\345\217\211\351\252\214\350\257\201.ipynb"
new file mode 100644
index 0000000..ad91f80
--- /dev/null
+++ "b/5.4 \344\272\244\345\217\211\351\252\214\350\257\201.ipynb"	
@@ -0,0 +1,387 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "5189436a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn import datasets\n",
+    "from sklearn.linear_model import LinearRegression\n",
+    "from sklearn.model_selection import cross_val_score\n",
+    "\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "fdee034a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\utils\\deprecation.py:87: FutureWarning: Function load_boston is deprecated; `load_boston` is deprecated in 1.0 and will be removed in 1.2.\n",
+      "\n",
+      "    The Boston housing prices dataset has an ethical problem. You can refer to\n",
+      "    the documentation of this function for further details.\n",
+      "\n",
+      "    The scikit-learn maintainers therefore strongly discourage the use of this\n",
+      "    dataset unless the purpose of the code is to study and educate about\n",
+      "    ethical issues in data science and machine learning.\n",
+      "\n",
+      "    In this case special case, you can fetch the dataset from the original\n",
+      "    source::\n",
+      "\n",
+      "        import pandas as pd\n",
+      "        import numpy as np\n",
+      "\n",
+      "\n",
+      "        data_url = \"http://lib.stat.cmu.edu/datasets/boston\"\n",
+      "        raw_df = pd.read_csv(data_url, sep=\"\\s+\", skiprows=22, header=None)\n",
+      "        data = np.hstack([raw_df.values[::2, :], raw_df.values[1::2, :2]])\n",
+      "        target = raw_df.values[1::2, 2]\n",
+      "\n",
+      "    Alternative datasets include the California housing dataset (i.e.\n",
+      "    func:`~sklearn.datasets.fetch_california_housing`) and the Ames housing\n",
+      "    dataset. You can load the datasets as follows:\n",
+      "\n",
+      "        from sklearn.datasets import fetch_california_housing\n",
+      "        housing = fetch_california_housing()\n",
+      "\n",
+      "    for the California housing dataset and:\n",
+      "\n",
+      "        from sklearn.datasets import fetch_openml\n",
+      "        housing = fetch_openml(name=\"house_prices\", as_frame=True)\n",
+      "\n",
+      "    for the Ames housing dataset.\n",
+      "    \n",
+      "  warnings.warn(msg, category=FutureWarning)\n"
+     ]
+    }
+   ],
+   "source": [
+    "house = datasets.load_boston()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "fc17bd34",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "samples total = 506\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('samples total = ' + str(len(house.target)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "9057ed49",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[6.320e-03 1.800e+01 2.310e+00 0.000e+00 5.380e-01 6.575e+00 6.520e+01\n",
+      " 4.090e+00 1.000e+00 2.960e+02 1.530e+01 3.969e+02 4.980e+00]\n",
+      "24.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(house.data[0])\n",
+    "print(house.target[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "6d8e30f7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[6.3200e-03, 1.8000e+01, 2.3100e+00, ..., 1.5300e+01, 3.9690e+02,\n",
+       "        4.9800e+00],\n",
+       "       [2.7310e-02, 0.0000e+00, 7.0700e+00, ..., 1.7800e+01, 3.9690e+02,\n",
+       "        9.1400e+00],\n",
+       "       [2.7290e-02, 0.0000e+00, 7.0700e+00, ..., 1.7800e+01, 3.9283e+02,\n",
+       "        4.0300e+00],\n",
+       "       ...,\n",
+       "       [6.0760e-02, 0.0000e+00, 1.1930e+01, ..., 2.1000e+01, 3.9690e+02,\n",
+       "        5.6400e+00],\n",
+       "       [1.0959e-01, 0.0000e+00, 1.1930e+01, ..., 2.1000e+01, 3.9345e+02,\n",
+       "        6.4800e+00],\n",
+       "       [4.7410e-02, 0.0000e+00, 1.1930e+01, ..., 2.1000e+01, 3.9690e+02,\n",
+       "        7.8800e+00]])"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "X = house.data\n",
+    "y = house.target\n",
+    "X"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "33762754",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[-1.08011358e-01  4.64204584e-02  2.05586264e-02  2.68673382e+00\n",
+      " -1.77666112e+01  3.80986521e+00  6.92224640e-04 -1.47556685e+00\n",
+      "  3.06049479e-01 -1.23345939e-02 -9.52747232e-01  9.31168327e-03\n",
+      " -5.24758378e-01] 36.45948838509001\n"
+     ]
+    }
+   ],
+   "source": [
+    "lr = LinearRegression()\n",
+    "lr.fit(X, y)\n",
+    "print(lr.coef_,lr.intercept_)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "5d0d76dc",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "RMSE = 4.679\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.metrics import mean_squared_error\n",
+    "\n",
+    "print('RMSE = %.3f'%np.sqrt(mean_squared_error(y_true = y,\n",
+    "                                               y_pred = lr.predict(X))))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4acc792f",
+   "metadata": {},
+   "source": [
+    "#### 留出法"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "f2300f57",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X_lo_train = house.data[:-200]\n",
+    "y_lo_train = house.target[:-200]\n",
+    "X_lo_test = house.data[-200:]\n",
+    "y_lo_test = house.target[-200:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "9e0f253d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[ 1.22531206  0.01236249  0.01996516  0.67898399 -8.10624608  9.14475345\n",
+      " -0.04698834 -0.99589822  0.114772   -0.01468724 -0.61916486  0.01680992\n",
+      " -0.11589961] -13.026212481552207\n"
+     ]
+    }
+   ],
+   "source": [
+    "lr_lo = LinearRegression()\n",
+    "lr_lo.fit(X_lo_train, y_lo_train)\n",
+    "print(lr_lo.coef_,lr_lo.intercept_)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "8d373705",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "RMSE = 19.241\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('RMSE = %.3f'%np.sqrt(mean_squared_error(y_true = y_lo_test, \n",
+    "                                               y_pred = lr_lo.predict(X_lo_test))))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "1639f4cb",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1 2 3 4] [0]\n",
+      "[0 2 3 4] [1]\n",
+      "[0 1 3 4] [2]\n",
+      "[0 1 2 4] [3]\n",
+      "[0 1 2 3] [4]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import LeaveOneOut\n",
+    "\n",
+    "sample_x = range(5)\n",
+    "loo = LeaveOneOut()\n",
+    "for train, test in loo.split(sample_x):\n",
+    "    print(train,test)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "a41e0c1b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Folds: 506, mean RMSE: 3.383\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import KFold\n",
+    "\n",
+    "crossvalidation = KFold(n_splits = len(X))\n",
+    "scores = cross_val_score(lr, X, y, scoring = 'neg_mean_squared_error',\n",
+    "                         cv = crossvalidation)\n",
+    "rmse_scores = [np.sqrt(abs(s)) for s in scores]\n",
+    "print('Folds: %i, mean RMSE: %.3f'%(len(scores), np.mean(rmse_scores)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "5cbdeaab",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[2 3 4] [0 1]\n",
+      "[1 3 4] [0 2]\n",
+      "[1 2 4] [0 3]\n",
+      "[1 2 3] [0 4]\n",
+      "[0 3 4] [1 2]\n",
+      "[0 2 4] [1 3]\n",
+      "[0 2 3] [1 4]\n",
+      "[0 1 4] [2 3]\n",
+      "[0 1 3] [2 4]\n",
+      "[0 1 2] [3 4]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import LeavePOut\n",
+    "\n",
+    "sample_x = range(5)\n",
+    "loo = LeavePOut(p = 2)\n",
+    "for train, test in loo.split(sample_x):\n",
+    "    print(train,test)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "2634f12d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Folds: 10, mean RMSE: 5.181\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import KFold\n",
+    "\n",
+    "crossvalidation = KFold(n_splits = 10)\n",
+    "scores = cross_val_score(lr, X, y, scoring = 'neg_mean_squared_error',\n",
+    "                         cv = crossvalidation)\n",
+    "rmse_scores = [np.sqrt(abs(s)) for s in scores]\n",
+    "print('Folds: %i, mean RMSE: %.3f'%(len(scores), np.mean(rmse_scores)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "99fab561",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/5.5 KNN\345\210\206\347\261\273.ipynb" "b/5.5 KNN\345\210\206\347\261\273.ipynb"
new file mode 100644
index 0000000..3c80d5d
--- /dev/null
+++ "b/5.5 KNN\345\210\206\347\261\273.ipynb"	
@@ -0,0 +1,568 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "588220f0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn import neighbors\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from pandas import read_csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "e80a455b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>labels</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.847328</td>\n",
+       "      <td>1.100095</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.846215</td>\n",
+       "      <td>1.073316</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.981437</td>\n",
+       "      <td>1.079204</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.914274</td>\n",
+       "      <td>1.150070</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.884353</td>\n",
+       "      <td>0.948567</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>595</th>\n",
+       "      <td>0.755693</td>\n",
+       "      <td>0.313843</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>596</th>\n",
+       "      <td>0.834400</td>\n",
+       "      <td>0.574275</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>597</th>\n",
+       "      <td>0.837354</td>\n",
+       "      <td>0.610552</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>598</th>\n",
+       "      <td>0.740000</td>\n",
+       "      <td>0.610826</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>599</th>\n",
+       "      <td>0.799171</td>\n",
+       "      <td>0.558804</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>600 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            x         y  labels\n",
+       "0    0.847328  1.100095       1\n",
+       "1    0.846215  1.073316       1\n",
+       "2    0.981437  1.079204       1\n",
+       "3    0.914274  1.150070       1\n",
+       "4    0.884353  0.948567       1\n",
+       "..        ...       ...     ...\n",
+       "595  0.755693  0.313843       3\n",
+       "596  0.834400  0.574275       3\n",
+       "597  0.837354  0.610552       3\n",
+       "598  0.740000  0.610826       3\n",
+       "599  0.799171  0.558804       3\n",
+       "\n",
+       "[600 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open('knn.csv', encoding = 'UTF-8') as f:\n",
+    "    names = ['x','y', 'labels']\n",
+    "    data = read_csv(f, names = names)\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "7b8355fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x1fc13c82bb0>"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x1 = data['x'].iloc[:200,]\n",
+    "y1 = data['y'].iloc[:200,]\n",
+    "x2 = data['x'].iloc[201:400,]\n",
+    "y2 = data['y'].iloc[201:400,]\n",
+    "x3 = data['x'].iloc[401:600,]\n",
+    "y3 = data['y'].iloc[401:600,]\n",
+    "plt.scatter(x1, y1, c = 'b', marker = 's', s = 50)\n",
+    "plt.scatter(x2, y2, c = 'r', marker = '^', s = 50)\n",
+    "plt.scatter(x3, y3, c = 'g', s = 50)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "d81dac24",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            x         y\n",
+      "0    0.847328  1.100095\n",
+      "1    0.846215  1.073316\n",
+      "2    0.981437  1.079204\n",
+      "3    0.914274  1.150070\n",
+      "4    0.884353  0.948567\n",
+      "..        ...       ...\n",
+      "595  0.755693  0.313843\n",
+      "596  0.834400  0.574275\n",
+      "597  0.837354  0.610552\n",
+      "598  0.740000  0.610826\n",
+      "599  0.799171  0.558804\n",
+      "\n",
+      "[600 rows x 2 columns]\n",
+      "[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
+      " 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
+      " 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
+      " 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
+      " 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
+      " 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
+      " 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
+      " 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
+      " 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
+      " 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
+      " 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
+      " 3 3 3 3 3 3 3 3]\n"
+     ]
+    }
+   ],
+   "source": [
+    "excluded = ['labels']\n",
+    "X = data.drop(excluded, axis = 1)\n",
+    "y = data['labels'].values\n",
+    "print(X)\n",
+    "print(y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "acdfe98a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "KNeighborsClassifier(n_neighbors=30)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "clf = neighbors.KNeighborsClassifier(30)\n",
+    "clf.fit(X,y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "feef2b56",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "xx, yy = np.meshgrid(np.arange(0.2, 1.31, 0.01), np.arange(0.2, 1.31, 0.01))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "efcbd197",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "coords = np.c_[xx.ravel(), yy.ravel()]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "6c7e79f4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]\n",
+      " [0 1 2 3 4 5 6 7 8 9]]\n",
+      "[0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6\n",
+      " 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3\n",
+      " 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9]\n",
+      "[0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3\n",
+      " 3 3 3 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 6 6 6 7 7 7 7\n",
+      " 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9]\n"
+     ]
+    }
+   ],
+   "source": [
+    "x0, y0 = np.meshgrid(np.arange(0, 10, 1), np.arange(0, 10, 1))\n",
+    "print(x0)\n",
+    "print(x0.ravel())\n",
+    "print(y0.ravel())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1253fd77",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1 2 3]\n",
+      " [4 5 6]]\n",
+      "[[ 7  8  9]\n",
+      " [10 11 12]]\n",
+      "[[ 1  2  3  7  8  9]\n",
+      " [ 4  5  6 10 11 12]]\n",
+      "[[ 1  2  3]\n",
+      " [ 4  5  6]\n",
+      " [ 7  8  9]\n",
+      " [10 11 12]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "x_temp = np.array([[1,2,3],[4,5,6]])\n",
+    "y_temp = np.array([[7,8,9],[10,11,12]])\n",
+    "print(x_temp)\n",
+    "print(y_temp)\n",
+    "print(np.c_[x_temp,y_temp])\n",
+    "print(np.r_[x_temp,y_temp])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "82ec0fdc",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0.2  0.2 ]\n",
+      " [0.21 0.2 ]\n",
+      " [0.22 0.2 ]\n",
+      " ...\n",
+      " [1.29 1.31]\n",
+      " [1.3  1.31]\n",
+      " [1.31 1.31]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(coords)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "459c58e3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\base.py:441: UserWarning: X does not have valid feature names, but KNeighborsClassifier was fitted with feature names\n",
+      "  warnings.warn(\n",
+      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\base.py:441: UserWarning: X does not have valid feature names, but KNeighborsClassifier was fitted with feature names\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "Z = clf.predict(coords)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "7c6752bc",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(112, 112)\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(xx.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "86b358c7",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(12544,)\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(Z.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "6478359d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(112, 112)\n"
+     ]
+    }
+   ],
+   "source": [
+    "Z = Z.reshape(xx.shape)\n",
+    "print(Z.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "07a66180",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<ipython-input-15-168a22a34cca>:1: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
+      "  plt.pcolormesh(xx, yy, Z)\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(0.2, 1.3, 0.2, 1.3)"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.pcolormesh(xx, yy, Z)\n",
+    "plt.scatter(x1, y1, c = 'b',marker = 's', s = 50, alpha = 0.8)\n",
+    "plt.scatter(x2, y2, c = 'r', marker = '^', s = 50, alpha = 0.8)\n",
+    "plt.scatter(x3, y3, c = 'g', s = 50, alpha = 0.8)\n",
+    "plt.axis((0.2, 1.3, 0.2, 1.3))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "fdac2d18",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<ipython-input-18-4b19a758d7d3>:5: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
+      "  plt.pcolormesh(xx, yy, Z, cmap = light_rgb)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 5760x2880 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib.colors import ListedColormap\n",
+    "\n",
+    "light_rgb = ListedColormap(['#AAAAFF','#FFAAAA','#AAFFAA'])\n",
+    "\n",
+    "plt.pcolormesh(xx, yy, Z, cmap = light_rgb)\n",
+    "plt.scatter(x1, y1, c = 'b',marker = 's', s = 50, alpha = 0.8)\n",
+    "plt.scatter(x2, y2, c = 'r', marker = '^', s = 50, alpha = 0.8)\n",
+    "plt.scatter(x3, y3, c = 'g', s = 50, alpha = 0.8)\n",
+    "plt.axis((0.2, 1.3, 0.2, 1.3))\n",
+    "plt.rcParams['figure.figsize']=(80, 80)\n",
+    "plt.savefig('test.jpg')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7cd15fde",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/6. \351\242\204\346\265\213d\345\270\246\344\270\255\345\277\203.ipynb" "b/6. \351\242\204\346\265\213d\345\270\246\344\270\255\345\277\203.ipynb"
new file mode 100644
index 0000000..81e989f
--- /dev/null
+++ "b/6. \351\242\204\346\265\213d\345\270\246\344\270\255\345\277\203.ipynb"	
@@ -0,0 +1,2524 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "167530a7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "35f3fec5",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Fe</th>\n",
+       "      <th>Co</th>\n",
+       "      <th>Ni</th>\n",
+       "      <th>Cu</th>\n",
+       "      <th>Ru</th>\n",
+       "      <th>Rh</th>\n",
+       "      <th>Pd</th>\n",
+       "      <th>Ag</th>\n",
+       "      <th>Ir</th>\n",
+       "      <th>Pt</th>\n",
+       "      <th>Au</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Fe</th>\n",
+       "      <td>-0.92</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>-0.20</td>\n",
+       "      <td>-0.13</td>\n",
+       "      <td>-0.29</td>\n",
+       "      <td>-0.54</td>\n",
+       "      <td>-1.24</td>\n",
+       "      <td>-0.83</td>\n",
+       "      <td>-0.36</td>\n",
+       "      <td>-1.09</td>\n",
+       "      <td>-1.42</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Co</th>\n",
+       "      <td>0.01</td>\n",
+       "      <td>-1.17</td>\n",
+       "      <td>-0.28</td>\n",
+       "      <td>-0.16</td>\n",
+       "      <td>-0.24</td>\n",
+       "      <td>-0.58</td>\n",
+       "      <td>-1.37</td>\n",
+       "      <td>-0.91</td>\n",
+       "      <td>-0.36</td>\n",
+       "      <td>-1.19</td>\n",
+       "      <td>-1.56</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ni</th>\n",
+       "      <td>0.09</td>\n",
+       "      <td>0.19</td>\n",
+       "      <td>-1.29</td>\n",
+       "      <td>0.19</td>\n",
+       "      <td>-0.14</td>\n",
+       "      <td>-0.31</td>\n",
+       "      <td>-0.97</td>\n",
+       "      <td>-0.53</td>\n",
+       "      <td>-0.14</td>\n",
+       "      <td>-0.80</td>\n",
+       "      <td>-1.13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cu</th>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.27</td>\n",
+       "      <td>-2.67</td>\n",
+       "      <td>0.58</td>\n",
+       "      <td>0.32</td>\n",
+       "      <td>-0.64</td>\n",
+       "      <td>-0.70</td>\n",
+       "      <td>0.58</td>\n",
+       "      <td>-0.33</td>\n",
+       "      <td>-1.09</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ru</th>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.26</td>\n",
+       "      <td>0.01</td>\n",
+       "      <td>0.12</td>\n",
+       "      <td>-1.41</td>\n",
+       "      <td>-0.17</td>\n",
+       "      <td>-0.82</td>\n",
+       "      <td>-0.27</td>\n",
+       "      <td>0.02</td>\n",
+       "      <td>-0.62</td>\n",
+       "      <td>-0.84</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rh</th>\n",
+       "      <td>0.24</td>\n",
+       "      <td>0.34</td>\n",
+       "      <td>0.16</td>\n",
+       "      <td>0.44</td>\n",
+       "      <td>0.04</td>\n",
+       "      <td>-1.73</td>\n",
+       "      <td>-0.54</td>\n",
+       "      <td>0.07</td>\n",
+       "      <td>0.17</td>\n",
+       "      <td>-0.35</td>\n",
+       "      <td>-0.49</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pd</th>\n",
+       "      <td>0.37</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>0.24</td>\n",
+       "      <td>0.36</td>\n",
+       "      <td>-1.83</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>0.19</td>\n",
+       "      <td>0.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ag</th>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>0.67</td>\n",
+       "      <td>0.47</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>0.86</td>\n",
+       "      <td>0.14</td>\n",
+       "      <td>-4.30</td>\n",
+       "      <td>1.14</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>-0.15</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ir</th>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.27</td>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.09</td>\n",
+       "      <td>-0.15</td>\n",
+       "      <td>-0.73</td>\n",
+       "      <td>-0.13</td>\n",
+       "      <td>-2.11</td>\n",
+       "      <td>-0.56</td>\n",
+       "      <td>-0.74</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pt</th>\n",
+       "      <td>0.33</td>\n",
+       "      <td>0.48</td>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.14</td>\n",
+       "      <td>0.23</td>\n",
+       "      <td>-0.17</td>\n",
+       "      <td>0.44</td>\n",
+       "      <td>0.38</td>\n",
+       "      <td>-2.25</td>\n",
+       "      <td>-0.05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Au</th>\n",
+       "      <td>0.63</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>0.63</td>\n",
+       "      <td>0.55</td>\n",
+       "      <td>0.70</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.17</td>\n",
+       "      <td>0.21</td>\n",
+       "      <td>0.98</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>-3.56</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Fe    Co    Ni    Cu    Ru    Rh    Pd    Ag    Ir    Pt    Au\n",
+       "Fe -0.92  0.05 -0.20 -0.13 -0.29 -0.54 -1.24 -0.83 -0.36 -1.09 -1.42\n",
+       "Co  0.01 -1.17 -0.28 -0.16 -0.24 -0.58 -1.37 -0.91 -0.36 -1.19 -1.56\n",
+       "Ni  0.09  0.19 -1.29  0.19 -0.14 -0.31 -0.97 -0.53 -0.14 -0.80 -1.13\n",
+       "Cu  0.56  0.60  0.27 -2.67  0.58  0.32 -0.64 -0.70  0.58 -0.33 -1.09\n",
+       "Ru  0.21  0.26  0.01  0.12 -1.41 -0.17 -0.82 -0.27  0.02 -0.62 -0.84\n",
+       "Rh  0.24  0.34  0.16  0.44  0.04 -1.73 -0.54  0.07  0.17 -0.35 -0.49\n",
+       "Pd  0.37  0.54  0.50  0.94  0.24  0.36 -1.83  0.59  0.53  0.19  0.17\n",
+       "Ag  0.72  0.84  0.67  0.47  0.84  0.86  0.14 -4.30  1.14  0.50 -0.15\n",
+       "Ir  0.21  0.27  0.05  0.21  0.09 -0.15 -0.73 -0.13 -2.11 -0.56 -0.74\n",
+       "Pt  0.33  0.48  0.40  0.72  0.14  0.23 -0.17  0.44  0.38 -2.25 -0.05\n",
+       "Au  0.63  0.77  0.63  0.55  0.70  0.75  0.17  0.21  0.98  0.46 -3.56"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open('data_impurities.csv', encoding = 'UTF-8') as f:\n",
+    "    df = pd.read_csv(f, index_col = 0)\n",
+    "    \n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "361d0139",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.63"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.loc['Au','Fe']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "c8a6889e",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Fe', 'Co', 'Ni', 'Cu', 'Ru', 'Rh', 'Pd', 'Ag', 'Ir', 'Pt', 'Au'], dtype='object')"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "a7915ab0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Fe', 'Co', 'Ni', 'Cu', 'Ru', 'Rh', 'Pd', 'Ag', 'Ir', 'Pt', 'Au'], dtype='object')"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "e2ae81ff",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Fe\n",
+      "host Fe, guest Fe, val -0.92\n",
+      "Fe\n",
+      "host Fe, guest Co, val 0.05\n",
+      "Fe\n",
+      "host Fe, guest Ni, val -0.2\n",
+      "Fe\n",
+      "host Fe, guest Cu, val -0.13\n",
+      "Fe\n",
+      "host Fe, guest Ru, val -0.29\n",
+      "Fe\n",
+      "host Fe, guest Rh, val -0.54\n",
+      "Fe\n",
+      "host Fe, guest Pd, val -1.24\n",
+      "Fe\n",
+      "host Fe, guest Ag, val -0.83\n",
+      "Fe\n",
+      "host Fe, guest Ir, val -0.36\n",
+      "Fe\n",
+      "host Fe, guest Pt, val -1.09\n",
+      "Fe\n",
+      "host Fe, guest Au, val -1.42\n",
+      "Co\n",
+      "host Co, guest Fe, val 0.01\n",
+      "Co\n",
+      "host Co, guest Co, val -1.17\n",
+      "Co\n",
+      "host Co, guest Ni, val -0.28\n",
+      "Co\n",
+      "host Co, guest Cu, val -0.16\n",
+      "Co\n",
+      "host Co, guest Ru, val -0.24\n",
+      "Co\n",
+      "host Co, guest Rh, val -0.58\n",
+      "Co\n",
+      "host Co, guest Pd, val -1.37\n",
+      "Co\n",
+      "host Co, guest Ag, val -0.91\n",
+      "Co\n",
+      "host Co, guest Ir, val -0.36\n",
+      "Co\n",
+      "host Co, guest Pt, val -1.19\n",
+      "Co\n",
+      "host Co, guest Au, val -1.56\n",
+      "Ni\n",
+      "host Ni, guest Fe, val 0.09\n",
+      "Ni\n",
+      "host Ni, guest Co, val 0.19\n",
+      "Ni\n",
+      "host Ni, guest Ni, val -1.29\n",
+      "Ni\n",
+      "host Ni, guest Cu, val 0.19\n",
+      "Ni\n",
+      "host Ni, guest Ru, val -0.14\n",
+      "Ni\n",
+      "host Ni, guest Rh, val -0.31\n",
+      "Ni\n",
+      "host Ni, guest Pd, val -0.97\n",
+      "Ni\n",
+      "host Ni, guest Ag, val -0.53\n",
+      "Ni\n",
+      "host Ni, guest Ir, val -0.14\n",
+      "Ni\n",
+      "host Ni, guest Pt, val -0.8\n",
+      "Ni\n",
+      "host Ni, guest Au, val -1.13\n",
+      "Cu\n",
+      "host Cu, guest Fe, val 0.56\n",
+      "Cu\n",
+      "host Cu, guest Co, val 0.6\n",
+      "Cu\n",
+      "host Cu, guest Ni, val 0.27\n",
+      "Cu\n",
+      "host Cu, guest Cu, val -2.67\n",
+      "Cu\n",
+      "host Cu, guest Ru, val 0.58\n",
+      "Cu\n",
+      "host Cu, guest Rh, val 0.32\n",
+      "Cu\n",
+      "host Cu, guest Pd, val -0.64\n",
+      "Cu\n",
+      "host Cu, guest Ag, val -0.7\n",
+      "Cu\n",
+      "host Cu, guest Ir, val 0.58\n",
+      "Cu\n",
+      "host Cu, guest Pt, val -0.33\n",
+      "Cu\n",
+      "host Cu, guest Au, val -1.09\n",
+      "Ru\n",
+      "host Ru, guest Fe, val 0.21\n",
+      "Ru\n",
+      "host Ru, guest Co, val 0.26\n",
+      "Ru\n",
+      "host Ru, guest Ni, val 0.01\n",
+      "Ru\n",
+      "host Ru, guest Cu, val 0.12\n",
+      "Ru\n",
+      "host Ru, guest Ru, val -1.41\n",
+      "Ru\n",
+      "host Ru, guest Rh, val -0.17\n",
+      "Ru\n",
+      "host Ru, guest Pd, val -0.82\n",
+      "Ru\n",
+      "host Ru, guest Ag, val -0.27\n",
+      "Ru\n",
+      "host Ru, guest Ir, val 0.02\n",
+      "Ru\n",
+      "host Ru, guest Pt, val -0.62\n",
+      "Ru\n",
+      "host Ru, guest Au, val -0.84\n",
+      "Rh\n",
+      "host Rh, guest Fe, val 0.24\n",
+      "Rh\n",
+      "host Rh, guest Co, val 0.34\n",
+      "Rh\n",
+      "host Rh, guest Ni, val 0.16\n",
+      "Rh\n",
+      "host Rh, guest Cu, val 0.44\n",
+      "Rh\n",
+      "host Rh, guest Ru, val 0.04\n",
+      "Rh\n",
+      "host Rh, guest Rh, val -1.73\n",
+      "Rh\n",
+      "host Rh, guest Pd, val -0.54\n",
+      "Rh\n",
+      "host Rh, guest Ag, val 0.07\n",
+      "Rh\n",
+      "host Rh, guest Ir, val 0.17\n",
+      "Rh\n",
+      "host Rh, guest Pt, val -0.35\n",
+      "Rh\n",
+      "host Rh, guest Au, val -0.49\n",
+      "Pd\n",
+      "host Pd, guest Fe, val 0.37\n",
+      "Pd\n",
+      "host Pd, guest Co, val 0.54\n",
+      "Pd\n",
+      "host Pd, guest Ni, val 0.5\n",
+      "Pd\n",
+      "host Pd, guest Cu, val 0.94\n",
+      "Pd\n",
+      "host Pd, guest Ru, val 0.24\n",
+      "Pd\n",
+      "host Pd, guest Rh, val 0.36\n",
+      "Pd\n",
+      "host Pd, guest Pd, val -1.83\n",
+      "Pd\n",
+      "host Pd, guest Ag, val 0.59\n",
+      "Pd\n",
+      "host Pd, guest Ir, val 0.53\n",
+      "Pd\n",
+      "host Pd, guest Pt, val 0.19\n",
+      "Pd\n",
+      "host Pd, guest Au, val 0.17\n",
+      "Ag\n",
+      "host Ag, guest Fe, val 0.72\n",
+      "Ag\n",
+      "host Ag, guest Co, val 0.84\n",
+      "Ag\n",
+      "host Ag, guest Ni, val 0.67\n",
+      "Ag\n",
+      "host Ag, guest Cu, val 0.47\n",
+      "Ag\n",
+      "host Ag, guest Ru, val 0.84\n",
+      "Ag\n",
+      "host Ag, guest Rh, val 0.86\n",
+      "Ag\n",
+      "host Ag, guest Pd, val 0.14\n",
+      "Ag\n",
+      "host Ag, guest Ag, val -4.3\n",
+      "Ag\n",
+      "host Ag, guest Ir, val 1.14\n",
+      "Ag\n",
+      "host Ag, guest Pt, val 0.5\n",
+      "Ag\n",
+      "host Ag, guest Au, val -0.15\n",
+      "Ir\n",
+      "host Ir, guest Fe, val 0.21\n",
+      "Ir\n",
+      "host Ir, guest Co, val 0.27\n",
+      "Ir\n",
+      "host Ir, guest Ni, val 0.05\n",
+      "Ir\n",
+      "host Ir, guest Cu, val 0.21\n",
+      "Ir\n",
+      "host Ir, guest Ru, val 0.09\n",
+      "Ir\n",
+      "host Ir, guest Rh, val -0.15\n",
+      "Ir\n",
+      "host Ir, guest Pd, val -0.73\n",
+      "Ir\n",
+      "host Ir, guest Ag, val -0.13\n",
+      "Ir\n",
+      "host Ir, guest Ir, val -2.11\n",
+      "Ir\n",
+      "host Ir, guest Pt, val -0.56\n",
+      "Ir\n",
+      "host Ir, guest Au, val -0.74\n",
+      "Pt\n",
+      "host Pt, guest Fe, val 0.33\n",
+      "Pt\n",
+      "host Pt, guest Co, val 0.48\n",
+      "Pt\n",
+      "host Pt, guest Ni, val 0.4\n",
+      "Pt\n",
+      "host Pt, guest Cu, val 0.72\n",
+      "Pt\n",
+      "host Pt, guest Ru, val 0.14\n",
+      "Pt\n",
+      "host Pt, guest Rh, val 0.23\n",
+      "Pt\n",
+      "host Pt, guest Pd, val -0.17\n",
+      "Pt\n",
+      "host Pt, guest Ag, val 0.44\n",
+      "Pt\n",
+      "host Pt, guest Ir, val 0.38\n",
+      "Pt\n",
+      "host Pt, guest Pt, val -2.25\n",
+      "Pt\n",
+      "host Pt, guest Au, val -0.05\n",
+      "Au\n",
+      "host Au, guest Fe, val 0.63\n",
+      "Au\n",
+      "host Au, guest Co, val 0.77\n",
+      "Au\n",
+      "host Au, guest Ni, val 0.63\n",
+      "Au\n",
+      "host Au, guest Cu, val 0.55\n",
+      "Au\n",
+      "host Au, guest Ru, val 0.7\n",
+      "Au\n",
+      "host Au, guest Rh, val 0.75\n",
+      "Au\n",
+      "host Au, guest Pd, val 0.17\n",
+      "Au\n",
+      "host Au, guest Ag, val 0.21\n",
+      "Au\n",
+      "host Au, guest Ir, val 0.98\n",
+      "Au\n",
+      "host Au, guest Pt, val 0.46\n",
+      "Au\n",
+      "host Au, guest Au, val -3.56\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in df.index:\n",
+    "    for j in df.columns:\n",
+    "        print(i)\n",
+    "        print(f'host {i}, guest {j}, val {df.loc[i, j]}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "fad31f0c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Fe</th>\n",
+       "      <th>Co</th>\n",
+       "      <th>Ni</th>\n",
+       "      <th>Cu</th>\n",
+       "      <th>Ru</th>\n",
+       "      <th>Rh</th>\n",
+       "      <th>Pd</th>\n",
+       "      <th>Ag</th>\n",
+       "      <th>Ir</th>\n",
+       "      <th>Pt</th>\n",
+       "      <th>Au</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Fe</th>\n",
+       "      <td>-0.92</td>\n",
+       "      <td>-0.87</td>\n",
+       "      <td>-1.12</td>\n",
+       "      <td>-1.05</td>\n",
+       "      <td>-1.21</td>\n",
+       "      <td>-1.46</td>\n",
+       "      <td>-2.16</td>\n",
+       "      <td>-1.75</td>\n",
+       "      <td>-1.28</td>\n",
+       "      <td>-2.01</td>\n",
+       "      <td>-2.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Co</th>\n",
+       "      <td>-1.16</td>\n",
+       "      <td>-1.17</td>\n",
+       "      <td>-1.45</td>\n",
+       "      <td>-1.33</td>\n",
+       "      <td>-1.41</td>\n",
+       "      <td>-1.75</td>\n",
+       "      <td>-2.54</td>\n",
+       "      <td>-2.08</td>\n",
+       "      <td>-1.53</td>\n",
+       "      <td>-2.36</td>\n",
+       "      <td>-2.73</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ni</th>\n",
+       "      <td>-1.20</td>\n",
+       "      <td>-1.10</td>\n",
+       "      <td>-1.29</td>\n",
+       "      <td>-1.10</td>\n",
+       "      <td>-1.43</td>\n",
+       "      <td>-1.60</td>\n",
+       "      <td>-2.26</td>\n",
+       "      <td>-1.82</td>\n",
+       "      <td>-1.43</td>\n",
+       "      <td>-2.09</td>\n",
+       "      <td>-2.42</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cu</th>\n",
+       "      <td>-2.11</td>\n",
+       "      <td>-2.07</td>\n",
+       "      <td>-2.40</td>\n",
+       "      <td>-2.67</td>\n",
+       "      <td>-2.09</td>\n",
+       "      <td>-2.35</td>\n",
+       "      <td>-3.31</td>\n",
+       "      <td>-3.37</td>\n",
+       "      <td>-2.09</td>\n",
+       "      <td>-3.00</td>\n",
+       "      <td>-3.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ru</th>\n",
+       "      <td>-1.20</td>\n",
+       "      <td>-1.15</td>\n",
+       "      <td>-1.40</td>\n",
+       "      <td>-1.29</td>\n",
+       "      <td>-1.41</td>\n",
+       "      <td>-1.58</td>\n",
+       "      <td>-2.23</td>\n",
+       "      <td>-1.68</td>\n",
+       "      <td>-1.39</td>\n",
+       "      <td>-2.03</td>\n",
+       "      <td>-2.25</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rh</th>\n",
+       "      <td>-1.49</td>\n",
+       "      <td>-1.39</td>\n",
+       "      <td>-1.57</td>\n",
+       "      <td>-1.29</td>\n",
+       "      <td>-1.69</td>\n",
+       "      <td>-1.73</td>\n",
+       "      <td>-2.27</td>\n",
+       "      <td>-1.66</td>\n",
+       "      <td>-1.56</td>\n",
+       "      <td>-2.08</td>\n",
+       "      <td>-2.22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pd</th>\n",
+       "      <td>-1.46</td>\n",
+       "      <td>-1.29</td>\n",
+       "      <td>-1.33</td>\n",
+       "      <td>-0.89</td>\n",
+       "      <td>-1.59</td>\n",
+       "      <td>-1.47</td>\n",
+       "      <td>-1.83</td>\n",
+       "      <td>-1.24</td>\n",
+       "      <td>-1.30</td>\n",
+       "      <td>-1.64</td>\n",
+       "      <td>-1.66</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ag</th>\n",
+       "      <td>-3.58</td>\n",
+       "      <td>-3.46</td>\n",
+       "      <td>-3.63</td>\n",
+       "      <td>-3.83</td>\n",
+       "      <td>-3.46</td>\n",
+       "      <td>-3.44</td>\n",
+       "      <td>-4.16</td>\n",
+       "      <td>-4.30</td>\n",
+       "      <td>-3.16</td>\n",
+       "      <td>-3.80</td>\n",
+       "      <td>-4.45</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ir</th>\n",
+       "      <td>-1.90</td>\n",
+       "      <td>-1.84</td>\n",
+       "      <td>-2.06</td>\n",
+       "      <td>-1.90</td>\n",
+       "      <td>-2.02</td>\n",
+       "      <td>-2.26</td>\n",
+       "      <td>-2.84</td>\n",
+       "      <td>-2.24</td>\n",
+       "      <td>-2.11</td>\n",
+       "      <td>-2.67</td>\n",
+       "      <td>-2.85</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pt</th>\n",
+       "      <td>-1.92</td>\n",
+       "      <td>-1.77</td>\n",
+       "      <td>-1.85</td>\n",
+       "      <td>-1.53</td>\n",
+       "      <td>-2.11</td>\n",
+       "      <td>-2.02</td>\n",
+       "      <td>-2.42</td>\n",
+       "      <td>-1.81</td>\n",
+       "      <td>-1.87</td>\n",
+       "      <td>-2.25</td>\n",
+       "      <td>-2.30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Au</th>\n",
+       "      <td>-2.93</td>\n",
+       "      <td>-2.79</td>\n",
+       "      <td>-2.93</td>\n",
+       "      <td>-3.01</td>\n",
+       "      <td>-2.86</td>\n",
+       "      <td>-2.81</td>\n",
+       "      <td>-3.39</td>\n",
+       "      <td>-3.35</td>\n",
+       "      <td>-2.58</td>\n",
+       "      <td>-3.10</td>\n",
+       "      <td>-3.56</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Fe    Co    Ni    Cu    Ru    Rh    Pd    Ag    Ir    Pt    Au\n",
+       "Fe -0.92 -0.87 -1.12 -1.05 -1.21 -1.46 -2.16 -1.75 -1.28 -2.01 -2.34\n",
+       "Co -1.16 -1.17 -1.45 -1.33 -1.41 -1.75 -2.54 -2.08 -1.53 -2.36 -2.73\n",
+       "Ni -1.20 -1.10 -1.29 -1.10 -1.43 -1.60 -2.26 -1.82 -1.43 -2.09 -2.42\n",
+       "Cu -2.11 -2.07 -2.40 -2.67 -2.09 -2.35 -3.31 -3.37 -2.09 -3.00 -3.76\n",
+       "Ru -1.20 -1.15 -1.40 -1.29 -1.41 -1.58 -2.23 -1.68 -1.39 -2.03 -2.25\n",
+       "Rh -1.49 -1.39 -1.57 -1.29 -1.69 -1.73 -2.27 -1.66 -1.56 -2.08 -2.22\n",
+       "Pd -1.46 -1.29 -1.33 -0.89 -1.59 -1.47 -1.83 -1.24 -1.30 -1.64 -1.66\n",
+       "Ag -3.58 -3.46 -3.63 -3.83 -3.46 -3.44 -4.16 -4.30 -3.16 -3.80 -4.45\n",
+       "Ir -1.90 -1.84 -2.06 -1.90 -2.02 -2.26 -2.84 -2.24 -2.11 -2.67 -2.85\n",
+       "Pt -1.92 -1.77 -1.85 -1.53 -2.11 -2.02 -2.42 -1.81 -1.87 -2.25 -2.30\n",
+       "Au -2.93 -2.79 -2.93 -3.01 -2.86 -2.81 -3.39 -3.35 -2.58 -3.10 -3.56"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "for i in df.index:\n",
+    "    for j in df.columns:\n",
+    "        if i != j:\n",
+    "            df.loc[i, j] += df.loc[i, i]\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "8581b566",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>group</th>\n",
+       "      <th>bulk wigner-seitz radius</th>\n",
+       "      <th>atomic number</th>\n",
+       "      <th>atomic mass</th>\n",
+       "      <th>period</th>\n",
+       "      <th>electronegativity</th>\n",
+       "      <th>Iionization energy(eV)</th>\n",
+       "      <th>H_fus</th>\n",
+       "      <th>density</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Fe</th>\n",
+       "      <td>Iron</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Co</th>\n",
+       "      <td>Cobalt</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2.62</td>\n",
+       "      <td>27</td>\n",
+       "      <td>58.93320</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>7.8810</td>\n",
+       "      <td>272.5</td>\n",
+       "      <td>8.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ni</th>\n",
+       "      <td>Nickel</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2.60</td>\n",
+       "      <td>28</td>\n",
+       "      <td>58.69340</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>7.6398</td>\n",
+       "      <td>290.3</td>\n",
+       "      <td>8.90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cu</th>\n",
+       "      <td>Copper</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2.67</td>\n",
+       "      <td>29</td>\n",
+       "      <td>63.54600</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.90</td>\n",
+       "      <td>7.7264</td>\n",
+       "      <td>203.5</td>\n",
+       "      <td>8.96</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ru</th>\n",
+       "      <td>Ruthenium</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2.79</td>\n",
+       "      <td>44</td>\n",
+       "      <td>101.07000</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>7.3605</td>\n",
+       "      <td>381.8</td>\n",
+       "      <td>12.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rh</th>\n",
+       "      <td>Rhodium</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2.81</td>\n",
+       "      <td>45</td>\n",
+       "      <td>102.90550</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.28</td>\n",
+       "      <td>7.4589</td>\n",
+       "      <td>258.4</td>\n",
+       "      <td>12.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pd</th>\n",
+       "      <td>Palladium</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2.87</td>\n",
+       "      <td>46</td>\n",
+       "      <td>106.42000</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.3369</td>\n",
+       "      <td>157.3</td>\n",
+       "      <td>12.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ag</th>\n",
+       "      <td>Silver</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3.01</td>\n",
+       "      <td>47</td>\n",
+       "      <td>107.86820</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>7.5762</td>\n",
+       "      <td>104.6</td>\n",
+       "      <td>10.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ir</th>\n",
+       "      <td>Iridium</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2.84</td>\n",
+       "      <td>77</td>\n",
+       "      <td>192.21700</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9670</td>\n",
+       "      <td>213.9</td>\n",
+       "      <td>22.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pt</th>\n",
+       "      <td>Platinum</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2.90</td>\n",
+       "      <td>78</td>\n",
+       "      <td>195.07800</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9588</td>\n",
+       "      <td>113.6</td>\n",
+       "      <td>21.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Au</th>\n",
+       "      <td>Gold</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         name  group  bulk wigner-seitz radius  atomic number  atomic mass  \\\n",
+       "Fe       Iron      8                      2.66             26     55.84500   \n",
+       "Co     Cobalt      9                      2.62             27     58.93320   \n",
+       "Ni     Nickel     10                      2.60             28     58.69340   \n",
+       "Cu     Copper     11                      2.67             29     63.54600   \n",
+       "Ru  Ruthenium      8                      2.79             44    101.07000   \n",
+       "Rh    Rhodium      9                      2.81             45    102.90550   \n",
+       "Pd  Palladium     10                      2.87             46    106.42000   \n",
+       "Ag     Silver     11                      3.01             47    107.86820   \n",
+       "Ir    Iridium      9                      2.84             77    192.21700   \n",
+       "Pt   Platinum     10                      2.90             78    195.07800   \n",
+       "Au       Gold     11                      3.00             79    196.96655   \n",
+       "\n",
+       "    period  electronegativity  Iionization energy(eV)  H_fus  density  \n",
+       "Fe       4               1.83                  7.9024  247.3     7.87  \n",
+       "Co       4               1.88                  7.8810  272.5     8.86  \n",
+       "Ni       4               1.91                  7.6398  290.3     8.90  \n",
+       "Cu       4               1.90                  7.7264  203.5     8.96  \n",
+       "Ru       5               2.20                  7.3605  381.8    12.10  \n",
+       "Rh       5               2.28                  7.4589  258.4    12.40  \n",
+       "Pd       5               2.20                  8.3369  157.3    12.00  \n",
+       "Ag       5               1.93                  7.5762  104.6    10.50  \n",
+       "Ir       6               2.20                  8.9670  213.9    22.50  \n",
+       "Pt       6               2.20                  8.9588  113.6    21.50  \n",
+       "Au       6               2.40                  9.2255   64.6    19.30  "
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open('data_impurities_features.csv', encoding = 'UTF-8') as f:\n",
+    "    feat = pd.read_csv(f, index_col = 0)\n",
+    "feat"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "b1ef8c89",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "name                         Cobalt\n",
+       "group                             9\n",
+       "bulk wigner-seitz radius       2.62\n",
+       "atomic number                    27\n",
+       "atomic mass                 58.9332\n",
+       "period                            4\n",
+       "electronegativity              1.88\n",
+       "Iionization energy(eV)        7.881\n",
+       "H_fus                         272.5\n",
+       "density                        8.86\n",
+       "Name: Co, dtype: object"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "feat.loc['Co']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "d657882e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>group</th>\n",
+       "      <th>bulk wigner-seitz radius</th>\n",
+       "      <th>atomic number</th>\n",
+       "      <th>atomic mass</th>\n",
+       "      <th>period</th>\n",
+       "      <th>electronegativity</th>\n",
+       "      <th>Iionization energy(eV)</th>\n",
+       "      <th>H_fus</th>\n",
+       "      <th>density</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Fe</th>\n",
+       "      <td>8</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Co</th>\n",
+       "      <td>9</td>\n",
+       "      <td>2.62</td>\n",
+       "      <td>27</td>\n",
+       "      <td>58.93320</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>7.8810</td>\n",
+       "      <td>272.5</td>\n",
+       "      <td>8.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ni</th>\n",
+       "      <td>10</td>\n",
+       "      <td>2.60</td>\n",
+       "      <td>28</td>\n",
+       "      <td>58.69340</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>7.6398</td>\n",
+       "      <td>290.3</td>\n",
+       "      <td>8.90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cu</th>\n",
+       "      <td>11</td>\n",
+       "      <td>2.67</td>\n",
+       "      <td>29</td>\n",
+       "      <td>63.54600</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.90</td>\n",
+       "      <td>7.7264</td>\n",
+       "      <td>203.5</td>\n",
+       "      <td>8.96</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ru</th>\n",
+       "      <td>8</td>\n",
+       "      <td>2.79</td>\n",
+       "      <td>44</td>\n",
+       "      <td>101.07000</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>7.3605</td>\n",
+       "      <td>381.8</td>\n",
+       "      <td>12.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rh</th>\n",
+       "      <td>9</td>\n",
+       "      <td>2.81</td>\n",
+       "      <td>45</td>\n",
+       "      <td>102.90550</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.28</td>\n",
+       "      <td>7.4589</td>\n",
+       "      <td>258.4</td>\n",
+       "      <td>12.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pd</th>\n",
+       "      <td>10</td>\n",
+       "      <td>2.87</td>\n",
+       "      <td>46</td>\n",
+       "      <td>106.42000</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.3369</td>\n",
+       "      <td>157.3</td>\n",
+       "      <td>12.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ag</th>\n",
+       "      <td>11</td>\n",
+       "      <td>3.01</td>\n",
+       "      <td>47</td>\n",
+       "      <td>107.86820</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>7.5762</td>\n",
+       "      <td>104.6</td>\n",
+       "      <td>10.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Ir</th>\n",
+       "      <td>9</td>\n",
+       "      <td>2.84</td>\n",
+       "      <td>77</td>\n",
+       "      <td>192.21700</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9670</td>\n",
+       "      <td>213.9</td>\n",
+       "      <td>22.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Pt</th>\n",
+       "      <td>10</td>\n",
+       "      <td>2.90</td>\n",
+       "      <td>78</td>\n",
+       "      <td>195.07800</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9588</td>\n",
+       "      <td>113.6</td>\n",
+       "      <td>21.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Au</th>\n",
+       "      <td>11</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    group  bulk wigner-seitz radius  atomic number  atomic mass  period  \\\n",
+       "Fe      8                      2.66             26     55.84500       4   \n",
+       "Co      9                      2.62             27     58.93320       4   \n",
+       "Ni     10                      2.60             28     58.69340       4   \n",
+       "Cu     11                      2.67             29     63.54600       4   \n",
+       "Ru      8                      2.79             44    101.07000       5   \n",
+       "Rh      9                      2.81             45    102.90550       5   \n",
+       "Pd     10                      2.87             46    106.42000       5   \n",
+       "Ag     11                      3.01             47    107.86820       5   \n",
+       "Ir      9                      2.84             77    192.21700       6   \n",
+       "Pt     10                      2.90             78    195.07800       6   \n",
+       "Au     11                      3.00             79    196.96655       6   \n",
+       "\n",
+       "    electronegativity  Iionization energy(eV)  H_fus  density  \n",
+       "Fe               1.83                  7.9024  247.3     7.87  \n",
+       "Co               1.88                  7.8810  272.5     8.86  \n",
+       "Ni               1.91                  7.6398  290.3     8.90  \n",
+       "Cu               1.90                  7.7264  203.5     8.96  \n",
+       "Ru               2.20                  7.3605  381.8    12.10  \n",
+       "Rh               2.28                  7.4589  258.4    12.40  \n",
+       "Pd               2.20                  8.3369  157.3    12.00  \n",
+       "Ag               1.93                  7.5762  104.6    10.50  \n",
+       "Ir               2.20                  8.9670  213.9    22.50  \n",
+       "Pt               2.20                  8.9588  113.6    21.50  \n",
+       "Au               2.40                  9.2255   64.6    19.30  "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "feat.drop('name', axis = 'columns', inplace = True)\n",
+    "# feat = feat.drop('name', axis = 'columns')\n",
+    "feat"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "5f0c1cc3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "host(Fe), guest(Co), input=[  8.       2.66    26.      55.845    4.       1.83     7.9024 247.3\n",
+      "   7.87     9.       2.62    27.      58.9332   4.       1.88     7.881\n",
+      " 272.5      8.86  ], output=-0.87\n"
+     ]
+    }
+   ],
+   "source": [
+    "x = list()\n",
+    "y = list()\n",
+    "\n",
+    "for i in df.index:\n",
+    "    for j in df.columns:\n",
+    "        vec_i = feat.loc[i].to_numpy()\n",
+    "        vec_j = feat.loc[j].to_numpy()\n",
+    "        x_val = np.concatenate((vec_i, vec_j))\n",
+    "        y_val = df.loc[i][j]\n",
+    "        x.append(x_val)\n",
+    "        y.append(y_val)\n",
+    "        if i == 'Fe' and j == 'Co':\n",
+    "            print(f'host({i}), guest({j}), input={x_val}, output={y_val}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "4a5c6bcf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>x1</th>\n",
+       "      <th>x2</th>\n",
+       "      <th>x3</th>\n",
+       "      <th>x4</th>\n",
+       "      <th>x5</th>\n",
+       "      <th>x6</th>\n",
+       "      <th>x7</th>\n",
+       "      <th>x8</th>\n",
+       "      <th>x9</th>\n",
+       "      <th>x10</th>\n",
+       "      <th>x11</th>\n",
+       "      <th>x12</th>\n",
+       "      <th>x13</th>\n",
+       "      <th>x14</th>\n",
+       "      <th>x15</th>\n",
+       "      <th>x16</th>\n",
+       "      <th>x17</th>\n",
+       "      <th>x18</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>-0.92</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.62</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>58.93320</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>7.8810</td>\n",
+       "      <td>272.5</td>\n",
+       "      <td>8.86</td>\n",
+       "      <td>-0.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.60</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>58.69340</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>7.6398</td>\n",
+       "      <td>290.3</td>\n",
+       "      <td>8.90</td>\n",
+       "      <td>-1.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.67</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>63.54600</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.90</td>\n",
+       "      <td>7.7264</td>\n",
+       "      <td>203.5</td>\n",
+       "      <td>8.96</td>\n",
+       "      <td>-1.05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.66</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>55.84500</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>7.9024</td>\n",
+       "      <td>247.3</td>\n",
+       "      <td>7.87</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.79</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>101.07000</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>7.3605</td>\n",
+       "      <td>381.8</td>\n",
+       "      <td>12.10</td>\n",
+       "      <td>-1.21</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116</th>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.87</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>106.42000</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.3369</td>\n",
+       "      <td>157.3</td>\n",
+       "      <td>12.00</td>\n",
+       "      <td>-3.39</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.01</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>107.86820</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>7.5762</td>\n",
+       "      <td>104.6</td>\n",
+       "      <td>10.50</td>\n",
+       "      <td>-3.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118</th>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.84</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>192.21700</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9670</td>\n",
+       "      <td>213.9</td>\n",
+       "      <td>22.50</td>\n",
+       "      <td>-2.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119</th>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.90</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>195.07800</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.20</td>\n",
+       "      <td>8.9588</td>\n",
+       "      <td>113.6</td>\n",
+       "      <td>21.50</td>\n",
+       "      <td>-3.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120</th>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>196.96655</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.40</td>\n",
+       "      <td>9.2255</td>\n",
+       "      <td>64.6</td>\n",
+       "      <td>19.30</td>\n",
+       "      <td>-3.56</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>121 rows × 19 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       x1    x2    x3         x4   x5    x6      x7     x8     x9   x10   x11  \\\n",
+       "0     8.0  2.66  26.0   55.84500  4.0  1.83  7.9024  247.3   7.87   8.0  2.66   \n",
+       "1     8.0  2.66  26.0   55.84500  4.0  1.83  7.9024  247.3   7.87   9.0  2.62   \n",
+       "2     8.0  2.66  26.0   55.84500  4.0  1.83  7.9024  247.3   7.87  10.0  2.60   \n",
+       "3     8.0  2.66  26.0   55.84500  4.0  1.83  7.9024  247.3   7.87  11.0  2.67   \n",
+       "4     8.0  2.66  26.0   55.84500  4.0  1.83  7.9024  247.3   7.87   8.0  2.79   \n",
+       "..    ...   ...   ...        ...  ...   ...     ...    ...    ...   ...   ...   \n",
+       "116  11.0  3.00  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30  10.0  2.87   \n",
+       "117  11.0  3.00  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30  11.0  3.01   \n",
+       "118  11.0  3.00  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30   9.0  2.84   \n",
+       "119  11.0  3.00  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30  10.0  2.90   \n",
+       "120  11.0  3.00  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30  11.0  3.00   \n",
+       "\n",
+       "      x12        x13  x14   x15     x16    x17    x18     y  \n",
+       "0    26.0   55.84500  4.0  1.83  7.9024  247.3   7.87 -0.92  \n",
+       "1    27.0   58.93320  4.0  1.88  7.8810  272.5   8.86 -0.87  \n",
+       "2    28.0   58.69340  4.0  1.91  7.6398  290.3   8.90 -1.12  \n",
+       "3    29.0   63.54600  4.0  1.90  7.7264  203.5   8.96 -1.05  \n",
+       "4    44.0  101.07000  5.0  2.20  7.3605  381.8  12.10 -1.21  \n",
+       "..    ...        ...  ...   ...     ...    ...    ...   ...  \n",
+       "116  46.0  106.42000  5.0  2.20  8.3369  157.3  12.00 -3.39  \n",
+       "117  47.0  107.86820  5.0  1.93  7.5762  104.6  10.50 -3.35  \n",
+       "118  77.0  192.21700  6.0  2.20  8.9670  213.9  22.50 -2.58  \n",
+       "119  78.0  195.07800  6.0  2.20  8.9588  113.6  21.50 -3.10  \n",
+       "120  79.0  196.96655  6.0  2.40  9.2255   64.6  19.30 -3.56  \n",
+       "\n",
+       "[121 rows x 19 columns]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.DataFrame(x, columns = [f'x{i+1}' for i in range(18)])\n",
+    "df['y'] = y\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "baf542e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "aaaaa, Hello world!\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 'Hello'\n",
+    "b = 'world!'\n",
+    "print('aaaaa, %s %s'%(a,b))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "1f0eaac9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "aaaaa, Hello world!\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = 'Hello'\n",
+    "b = 'world!'\n",
+    "print(f'aaaaa, {a} {b}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "f1f8b213",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "df.plot.box()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "8fd85860",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "idx = ['x1', 'y']\n",
+    "df[idx].plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "61e51a0c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='x1', ylabel='y'>"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "df.plot.scatter(x = 'x1', y = 'y')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "cbf44b4c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "x1    -0.628485\n",
+       "x2    -0.528149\n",
+       "x3    -0.291100\n",
+       "x4    -0.286463\n",
+       "x5    -0.262104\n",
+       "x6    -0.024741\n",
+       "x7    -0.152404\n",
+       "x8     0.564631\n",
+       "x9    -0.169864\n",
+       "x10   -0.236039\n",
+       "x11   -0.347411\n",
+       "x12   -0.264994\n",
+       "x13   -0.260405\n",
+       "x14   -0.274515\n",
+       "x15   -0.279717\n",
+       "x16   -0.240431\n",
+       "x17    0.329626\n",
+       "x18   -0.196517\n",
+       "y      1.000000\n",
+       "Name: y, dtype: float64"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.corr()['y']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "b55fd4ef",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>x1</th>\n",
+       "      <th>x2</th>\n",
+       "      <th>x3</th>\n",
+       "      <th>x4</th>\n",
+       "      <th>x5</th>\n",
+       "      <th>x6</th>\n",
+       "      <th>x7</th>\n",
+       "      <th>x8</th>\n",
+       "      <th>x9</th>\n",
+       "      <th>x10</th>\n",
+       "      <th>x11</th>\n",
+       "      <th>x12</th>\n",
+       "      <th>x13</th>\n",
+       "      <th>x14</th>\n",
+       "      <th>x15</th>\n",
+       "      <th>x16</th>\n",
+       "      <th>x17</th>\n",
+       "      <th>x18</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "      <td>121.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>9.636364</td>\n",
+       "      <td>2.797273</td>\n",
+       "      <td>47.818182</td>\n",
+       "      <td>112.685714</td>\n",
+       "      <td>4.909091</td>\n",
+       "      <td>2.084545</td>\n",
+       "      <td>8.093945</td>\n",
+       "      <td>209.800000</td>\n",
+       "      <td>13.171818</td>\n",
+       "      <td>9.636364</td>\n",
+       "      <td>2.797273</td>\n",
+       "      <td>47.818182</td>\n",
+       "      <td>112.685714</td>\n",
+       "      <td>4.909091</td>\n",
+       "      <td>2.084545</td>\n",
+       "      <td>8.093945</td>\n",
+       "      <td>209.800000</td>\n",
+       "      <td>13.171818</td>\n",
+       "      <td>-2.115868</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>1.072381</td>\n",
+       "      <td>0.138618</td>\n",
+       "      <td>20.123369</td>\n",
+       "      <td>54.126480</td>\n",
+       "      <td>0.795822</td>\n",
+       "      <td>0.188122</td>\n",
+       "      <td>0.640997</td>\n",
+       "      <td>89.804938</td>\n",
+       "      <td>5.128033</td>\n",
+       "      <td>1.072381</td>\n",
+       "      <td>0.138618</td>\n",
+       "      <td>20.123369</td>\n",
+       "      <td>54.126480</td>\n",
+       "      <td>0.795822</td>\n",
+       "      <td>0.188122</td>\n",
+       "      <td>0.640997</td>\n",
+       "      <td>89.804938</td>\n",
+       "      <td>5.128033</td>\n",
+       "      <td>0.818380</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>8.000000</td>\n",
+       "      <td>2.600000</td>\n",
+       "      <td>26.000000</td>\n",
+       "      <td>55.845000</td>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>1.830000</td>\n",
+       "      <td>7.360500</td>\n",
+       "      <td>64.600000</td>\n",
+       "      <td>7.870000</td>\n",
+       "      <td>8.000000</td>\n",
+       "      <td>2.600000</td>\n",
+       "      <td>26.000000</td>\n",
+       "      <td>55.845000</td>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>1.830000</td>\n",
+       "      <td>7.360500</td>\n",
+       "      <td>64.600000</td>\n",
+       "      <td>7.870000</td>\n",
+       "      <td>-4.450000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>2.660000</td>\n",
+       "      <td>28.000000</td>\n",
+       "      <td>58.933200</td>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>1.900000</td>\n",
+       "      <td>7.576200</td>\n",
+       "      <td>113.600000</td>\n",
+       "      <td>8.900000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>2.660000</td>\n",
+       "      <td>28.000000</td>\n",
+       "      <td>58.933200</td>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>1.900000</td>\n",
+       "      <td>7.576200</td>\n",
+       "      <td>113.600000</td>\n",
+       "      <td>8.900000</td>\n",
+       "      <td>-2.580000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>10.000000</td>\n",
+       "      <td>2.810000</td>\n",
+       "      <td>45.000000</td>\n",
+       "      <td>102.905500</td>\n",
+       "      <td>5.000000</td>\n",
+       "      <td>2.200000</td>\n",
+       "      <td>7.881000</td>\n",
+       "      <td>213.900000</td>\n",
+       "      <td>12.000000</td>\n",
+       "      <td>10.000000</td>\n",
+       "      <td>2.810000</td>\n",
+       "      <td>45.000000</td>\n",
+       "      <td>102.905500</td>\n",
+       "      <td>5.000000</td>\n",
+       "      <td>2.200000</td>\n",
+       "      <td>7.881000</td>\n",
+       "      <td>213.900000</td>\n",
+       "      <td>12.000000</td>\n",
+       "      <td>-2.020000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>11.000000</td>\n",
+       "      <td>2.900000</td>\n",
+       "      <td>77.000000</td>\n",
+       "      <td>192.217000</td>\n",
+       "      <td>6.000000</td>\n",
+       "      <td>2.200000</td>\n",
+       "      <td>8.958800</td>\n",
+       "      <td>272.500000</td>\n",
+       "      <td>19.300000</td>\n",
+       "      <td>11.000000</td>\n",
+       "      <td>2.900000</td>\n",
+       "      <td>77.000000</td>\n",
+       "      <td>192.217000</td>\n",
+       "      <td>6.000000</td>\n",
+       "      <td>2.200000</td>\n",
+       "      <td>8.958800</td>\n",
+       "      <td>272.500000</td>\n",
+       "      <td>19.300000</td>\n",
+       "      <td>-1.460000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>11.000000</td>\n",
+       "      <td>3.010000</td>\n",
+       "      <td>79.000000</td>\n",
+       "      <td>196.966550</td>\n",
+       "      <td>6.000000</td>\n",
+       "      <td>2.400000</td>\n",
+       "      <td>9.225500</td>\n",
+       "      <td>381.800000</td>\n",
+       "      <td>22.500000</td>\n",
+       "      <td>11.000000</td>\n",
+       "      <td>3.010000</td>\n",
+       "      <td>79.000000</td>\n",
+       "      <td>196.966550</td>\n",
+       "      <td>6.000000</td>\n",
+       "      <td>2.400000</td>\n",
+       "      <td>9.225500</td>\n",
+       "      <td>381.800000</td>\n",
+       "      <td>22.500000</td>\n",
+       "      <td>-0.870000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               x1          x2          x3          x4          x5          x6  \\\n",
+       "count  121.000000  121.000000  121.000000  121.000000  121.000000  121.000000   \n",
+       "mean     9.636364    2.797273   47.818182  112.685714    4.909091    2.084545   \n",
+       "std      1.072381    0.138618   20.123369   54.126480    0.795822    0.188122   \n",
+       "min      8.000000    2.600000   26.000000   55.845000    4.000000    1.830000   \n",
+       "25%      9.000000    2.660000   28.000000   58.933200    4.000000    1.900000   \n",
+       "50%     10.000000    2.810000   45.000000  102.905500    5.000000    2.200000   \n",
+       "75%     11.000000    2.900000   77.000000  192.217000    6.000000    2.200000   \n",
+       "max     11.000000    3.010000   79.000000  196.966550    6.000000    2.400000   \n",
+       "\n",
+       "               x7          x8          x9         x10         x11         x12  \\\n",
+       "count  121.000000  121.000000  121.000000  121.000000  121.000000  121.000000   \n",
+       "mean     8.093945  209.800000   13.171818    9.636364    2.797273   47.818182   \n",
+       "std      0.640997   89.804938    5.128033    1.072381    0.138618   20.123369   \n",
+       "min      7.360500   64.600000    7.870000    8.000000    2.600000   26.000000   \n",
+       "25%      7.576200  113.600000    8.900000    9.000000    2.660000   28.000000   \n",
+       "50%      7.881000  213.900000   12.000000   10.000000    2.810000   45.000000   \n",
+       "75%      8.958800  272.500000   19.300000   11.000000    2.900000   77.000000   \n",
+       "max      9.225500  381.800000   22.500000   11.000000    3.010000   79.000000   \n",
+       "\n",
+       "              x13         x14         x15         x16         x17         x18  \\\n",
+       "count  121.000000  121.000000  121.000000  121.000000  121.000000  121.000000   \n",
+       "mean   112.685714    4.909091    2.084545    8.093945  209.800000   13.171818   \n",
+       "std     54.126480    0.795822    0.188122    0.640997   89.804938    5.128033   \n",
+       "min     55.845000    4.000000    1.830000    7.360500   64.600000    7.870000   \n",
+       "25%     58.933200    4.000000    1.900000    7.576200  113.600000    8.900000   \n",
+       "50%    102.905500    5.000000    2.200000    7.881000  213.900000   12.000000   \n",
+       "75%    192.217000    6.000000    2.200000    8.958800  272.500000   19.300000   \n",
+       "max    196.966550    6.000000    2.400000    9.225500  381.800000   22.500000   \n",
+       "\n",
+       "                y  \n",
+       "count  121.000000  \n",
+       "mean    -2.115868  \n",
+       "std      0.818380  \n",
+       "min     -4.450000  \n",
+       "25%     -2.580000  \n",
+       "50%     -2.020000  \n",
+       "75%     -1.460000  \n",
+       "max     -0.870000  "
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "b2e93793",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1080x72 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "plt.figure(figsize = (15,1))\n",
+    "sns.heatmap(df.corr()['y'].to_frame().T, annot = True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "2bd53e93",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x1440 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize = (20, 20))\n",
+    "sns.heatmap(df.corr(), annot = True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "698dab3a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1 2 3]\n",
+      " [4 5 6]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = np.array([1,2,3])\n",
+    "b = np.array([4,5,6])\n",
+    "print(np.stack((a,b)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "4ad35e26",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X = np.stack(x)\n",
+    "y = np.array(y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "e065b456",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[  8.    ,   2.66  ,  26.    , ...,   7.9024, 247.3   ,   7.87  ],\n",
+       "       [  8.    ,   2.66  ,  26.    , ...,   7.881 , 272.5   ,   8.86  ],\n",
+       "       [  8.    ,   2.66  ,  26.    , ...,   7.6398, 290.3   ,   8.9   ],\n",
+       "       ...,\n",
+       "       [ 11.    ,   3.    ,  79.    , ...,   8.967 , 213.9   ,  22.5   ],\n",
+       "       [ 11.    ,   3.    ,  79.    , ...,   8.9588, 113.6   ,  21.5   ],\n",
+       "       [ 11.    ,   3.    ,  79.    , ...,   9.2255,  64.6   ,  19.3   ]])"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "X"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "1ae3606a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([-0.92, -0.87, -1.12, -1.05, -1.21, -1.46, -2.16, -1.75, -1.28,\n",
+       "       -2.01, -2.34, -1.16, -1.17, -1.45, -1.33, -1.41, -1.75, -2.54,\n",
+       "       -2.08, -1.53, -2.36, -2.73, -1.2 , -1.1 , -1.29, -1.1 , -1.43,\n",
+       "       -1.6 , -2.26, -1.82, -1.43, -2.09, -2.42, -2.11, -2.07, -2.4 ,\n",
+       "       -2.67, -2.09, -2.35, -3.31, -3.37, -2.09, -3.  , -3.76, -1.2 ,\n",
+       "       -1.15, -1.4 , -1.29, -1.41, -1.58, -2.23, -1.68, -1.39, -2.03,\n",
+       "       -2.25, -1.49, -1.39, -1.57, -1.29, -1.69, -1.73, -2.27, -1.66,\n",
+       "       -1.56, -2.08, -2.22, -1.46, -1.29, -1.33, -0.89, -1.59, -1.47,\n",
+       "       -1.83, -1.24, -1.3 , -1.64, -1.66, -3.58, -3.46, -3.63, -3.83,\n",
+       "       -3.46, -3.44, -4.16, -4.3 , -3.16, -3.8 , -4.45, -1.9 , -1.84,\n",
+       "       -2.06, -1.9 , -2.02, -2.26, -2.84, -2.24, -2.11, -2.67, -2.85,\n",
+       "       -1.92, -1.77, -1.85, -1.53, -2.11, -2.02, -2.42, -1.81, -1.87,\n",
+       "       -2.25, -2.3 , -2.93, -2.79, -2.93, -3.01, -2.86, -2.81, -3.39,\n",
+       "       -3.35, -2.58, -3.1 , -3.56])"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "bc35658c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.utils import shuffle\n",
+    "X, y = shuffle(X, y)\n",
+    "X_train, y_train = X[:-30, :], y[:-30]\n",
+    "X_test, y_test = X[-30:,:], y[-30:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "9699b84a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([-0.92, -2.42, -1.66, -3.1 , -2.22, -1.58, -1.92, -1.17, -1.28,\n",
+       "       -1.41, -2.06, -2.02, -2.67, -4.45, -3.16, -3.8 , -1.39, -1.85,\n",
+       "       -1.29, -1.47, -1.49, -3.31, -1.1 , -2.85, -3.44, -1.05, -1.9 ,\n",
+       "       -0.89, -1.43, -1.39])"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y_test"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "e75a3aea",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.linear_model import LinearRegression\n",
+    "\n",
+    "lr = LinearRegression()\n",
+    "lr.fit(X_train, y_train)\n",
+    "y_pred_train_lr = lr.predict(X_train)\n",
+    "y_pred_test_lr = lr.predict(X_test)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "49330c08",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0, 0.5, 'ML')"
+      ]
+     },
+     "execution_count": 49,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 288x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.figure(figsize=(4,4))\n",
+    "plt.scatter(y_train,y_pred_train_lr, alpha = 0.5, color = 'blue',\n",
+    "            label = 'training')\n",
+    "plt.scatter(y_test,y_pred_test_lr, alpha = 0.5, color = 'red',\n",
+    "           label = 'test')\n",
+    "plt.legend()\n",
+    "plt.xlabel('DFT')\n",
+    "plt.ylabel('ML')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "id": "f2aa898e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "RMSE(training)0.221\n",
+      "RMSE(test)0.198\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.metrics import mean_squared_error\n",
+    "\n",
+    "rmse_tr_lr=mean_squared_error(y_train, y_pred_train_lr, squared = False)\n",
+    "rmse_te_lr=mean_squared_error(y_test, y_pred_test_lr, squared = False)\n",
+    "print('RMSE(training)%.3f'%rmse_tr_lr)\n",
+    "print('RMSE(test)%.3f'%rmse_te_lr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "ae8dfc13",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "100 times mean RMSE: 0.253\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import cross_val_score, ShuffleSplit\n",
+    "\n",
+    "cvf = ShuffleSplit(n_splits = 100, test_size = 0.25)\n",
+    "score_lr = cross_val_score(lr, X, y, cv = cvf,\n",
+    "                           scoring = 'neg_root_mean_squared_error')\n",
+    "\n",
+    "print('100 times mean RMSE: %.3f' % -score_lr.mean())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "47381493",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.ensemble import GradientBoostingRegressor\n",
+    "\n",
+    "gbr = GradientBoostingRegressor()\n",
+    "gbr.fit(X_train, y_train)\n",
+    "y_pred_train_gbr = gbr.predict(X_train)\n",
+    "y_pred_test_gbr = gbr.predict(X_test)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "id": "2c1c75ac",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0, 0.5, 'GBR')"
+      ]
+     },
+     "execution_count": 53,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 288x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.figure(figsize=(4,4))\n",
+    "plt.scatter(y_train,y_pred_train_gbr, alpha = 0.5, color = 'blue',\n",
+    "            label = 'training')\n",
+    "plt.scatter(y_test,y_pred_test_gbr, alpha = 0.5, color = 'red',\n",
+    "           label = 'test')\n",
+    "plt.legend()\n",
+    "plt.xlabel('DFT')\n",
+    "plt.ylabel('GBR')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "2ba4898c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "RMSE(traing)0.036\n",
+      "RMSE(test)0.155\n"
+     ]
+    }
+   ],
+   "source": [
+    "rmse_tr_gbr = mean_squared_error(y_train, y_pred_train_gbr, squared = False)\n",
+    "rmse_te_gbr = mean_squared_error(y_test, y_pred_test_gbr, squared = False)\n",
+    "print('RMSE(traing)%.3f'%rmse_tr_gbr)\n",
+    "print('RMSE(test)%.3f'%rmse_te_gbr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "id": "11bec4da",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(lr) 100 times mean RMSE: 0.253\n",
+      "(gbr) 100 times mean RMSE: 0.156\n"
+     ]
+    }
+   ],
+   "source": [
+    "cvf = ShuffleSplit(n_splits = 100, test_size = 0.25)\n",
+    "score_gbr = cross_val_score(gbr, X, y, cv = cvf,\n",
+    "                            scoring = 'neg_root_mean_squared_error')\n",
+    "print('(lr) 100 times mean RMSE: %.3f' % -score_lr.mean())\n",
+    "print('(gbr) 100 times mean RMSE: %.3f' % -score_gbr.mean())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a8892e52",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/7. \346\234\272\345\231\250\345\255\246\344\271\240\344\270\216\351\253\230\351\200\232\351\207\217\347\255\233\351\200\211.ipynb" "b/7. \346\234\272\345\231\250\345\255\246\344\271\240\344\270\216\351\253\230\351\200\232\351\207\217\347\255\233\351\200\211.ipynb"
new file mode 100644
index 0000000..9b68d2b
--- /dev/null
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@@ -0,0 +1,6444 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ed7de9da",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matminer.datasets import load_dataset\n",
+    "df_mp = load_dataset('boltztrap_mp',data_home = '.')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "0654c51b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>mpid</th>\n",
+       "      <th>pf_n</th>\n",
+       "      <th>pf_p</th>\n",
+       "      <th>s_n</th>\n",
+       "      <th>s_p</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>m_n</th>\n",
+       "      <th>m_p</th>\n",
+       "      <th>structure</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10070</td>\n",
+       "      <td>0.865</td>\n",
+       "      <td>0.0125</td>\n",
+       "      <td>-421.0</td>\n",
+       "      <td>760.0</td>\n",
+       "      <td>BaAg(PO3)3</td>\n",
+       "      <td>0.578</td>\n",
+       "      <td>72.80</td>\n",
+       "      <td>[[ 0.08245398 10.58009491 11.61923254] O, [3.1...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10086</td>\n",
+       "      <td>1.050</td>\n",
+       "      <td>0.6440</td>\n",
+       "      <td>-393.0</td>\n",
+       "      <td>567.0</td>\n",
+       "      <td>YSF</td>\n",
+       "      <td>0.541</td>\n",
+       "      <td>4.02</td>\n",
+       "      <td>[[2.84699546 0.94899849 0.        ] F, [0.9489...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       mpid   pf_n    pf_p    s_n    s_p     formula    m_n    m_p  \\\n",
+       "0  mp-10070  0.865  0.0125 -421.0  760.0  BaAg(PO3)3  0.578  72.80   \n",
+       "1  mp-10086  1.050  0.6440 -393.0  567.0         YSF  0.541   4.02   \n",
+       "\n",
+       "                                           structure  \n",
+       "0  [[ 0.08245398 10.58009491 11.61923254] O, [3.1...  \n",
+       "1  [[2.84699546 0.94899849 0.        ] F, [0.9489...  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_mp.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "25c453af",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>mpid</th>\n",
+       "      <th>pf_n</th>\n",
+       "      <th>pf_p</th>\n",
+       "      <th>s_n</th>\n",
+       "      <th>s_p</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>m_n</th>\n",
+       "      <th>m_p</th>\n",
+       "      <th>structure</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>mp-1022</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>0.0227</td>\n",
+       "      <td>-363.0</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>K2S</td>\n",
+       "      <td>0.37</td>\n",
+       "      <td>16.4</td>\n",
+       "      <td>[[0. 0. 0.] S, [4.57110998 3.23226287 7.917394...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      mpid  pf_n    pf_p    s_n    s_p formula   m_n   m_p  \\\n",
+       "7  mp-1022  1.01  0.0227 -363.0  913.0     K2S  0.37  16.4   \n",
+       "\n",
+       "                                           structure  \n",
+       "7  [[0. 0. 0.] S, [4.57110998 3.23226287 7.917394...  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_mp.loc[df_mp['formula']=='K2S']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "1063b090",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matminer.data_retrieval.retrieve_MP import MPDataRetrieval"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1faa02d8",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.22019999999999995, 'material_id': 'mp-1244869'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.5673, 'material_id': 'mp-1456'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.4248000000000003, 'material_id': 'mp-715276'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.37980000000000014, 'material_id': 'mp-1245154'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-1078361'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.1123, 'material_id': 'mp-1245078'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-716814'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.3464999999999998, 'material_id': 'mp-715572'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-1068212'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.4464000000000001, 'material_id': 'mp-510080'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-776606'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.30180000000000007, 'material_id': 'mp-1245277'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.12109999999999999, 'material_id': 'mp-1245084'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.5655999999999999, 'material_id': 'mp-1178392'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.5554000000000001, 'material_id': 'mvc-12005'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.9977, 'material_id': 'mp-685153'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.6876999999999998, 'material_id': 'mp-1181824'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.4021999999999997, 'material_id': 'mp-565814'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.4382000000000001, 'material_id': 'mp-542896'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.0606, 'material_id': 'mp-1205415'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.2831999999999999, 'material_id': 'mp-1244911'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 1.1378, 'material_id': 'mp-1245019'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-557546'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.8159000000000001, 'material_id': 'mp-705547'}\n",
+      "{'formula': {'Fe': 2.0, 'O': 3.0}, 'band_gap': 0.0, 'material_id': 'mp-19770'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "mpd = MPDataRetrieval(api_key = 'lKGaqovS50D38bRQ')\n",
+    "data = mpd.get_data('Fe-O',['formula', 'band_gap'])\n",
+    "for d1 in data:\n",
+    "    print(d1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "50a9b494",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on method get_data in module matminer.data_retrieval.retrieve_MP:\n",
+      "\n",
+      "get_data(criteria, properties, mp_decode=True, index_mpid=True) method of matminer.data_retrieval.retrieve_MP.MPDataRetrieval instance\n",
+      "    Args:\n",
+      "        criteria: (str/dict) see MPRester.query() for a description of this\n",
+      "            parameter. String examples: \"mp-1234\", \"Fe2O3\", \"Li-Fe-O',\n",
+      "            \"\\*2O3\". Dict example: {\"band_gap\": {\"$gt\": 1}}\n",
+      "    \n",
+      "        properties: (list) see MPRester.query() for a description of this\n",
+      "            parameter. Example: [\"formula\", \"formation_energy_per_atom\"]\n",
+      "    \n",
+      "        mp_decode: (bool) see MPRester.query() for a description of this\n",
+      "            parameter. Whether to decode to a Pymatgen object where\n",
+      "            possible.\n",
+      "    \n",
+      "        index_mpid: (bool) Whether to set the materials_id as the dataframe\n",
+      "            index.\n",
+      "    \n",
+      "    Returns ([dict]):\n",
+      "        a list of jsons that match the criteria and contain properties\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(mpd.get_data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "c930fde2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Hg0.7Cd0.3Te</td>\n",
+       "      <td>0.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>CuBr</td>\n",
+       "      <td>3.08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>LuP</td>\n",
+       "      <td>1.30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Cu3SbSe4</td>\n",
+       "      <td>0.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ZnO</td>\n",
+       "      <td>3.44</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6349</th>\n",
+       "      <td>Tm2MgTl</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6350</th>\n",
+       "      <td>Nb5Ga4</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6351</th>\n",
+       "      <td>Tb2Sb5</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6352</th>\n",
+       "      <td>Lu2AlTc</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6353</th>\n",
+       "      <td>CeZnPO</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>6354 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           formula  gap expt\n",
+       "0     Hg0.7Cd0.3Te      0.35\n",
+       "1             CuBr      3.08\n",
+       "2              LuP      1.30\n",
+       "3         Cu3SbSe4      0.40\n",
+       "4              ZnO      3.44\n",
+       "...            ...       ...\n",
+       "6349       Tm2MgTl      0.00\n",
+       "6350        Nb5Ga4      0.00\n",
+       "6351        Tb2Sb5      0.00\n",
+       "6352       Lu2AlTc      0.00\n",
+       "6353        CeZnPO      0.00\n",
+       "\n",
+       "[6354 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = load_dataset('expt_gap',data_home='.')\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "896ff100",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>Sr2Be2B2O7</td>\n",
+       "      <td>8.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>CsH3Se2O6</td>\n",
+       "      <td>4.77</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>CsB3GeO7</td>\n",
+       "      <td>5.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3753</th>\n",
+       "      <td>KScSe2O6</td>\n",
+       "      <td>5.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3775</th>\n",
+       "      <td>MgSe</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3810</th>\n",
+       "      <td>SrO</td>\n",
+       "      <td>5.70</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3865</th>\n",
+       "      <td>KI</td>\n",
+       "      <td>6.38</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3871</th>\n",
+       "      <td>RbI</td>\n",
+       "      <td>6.36</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>298 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         formula  gap expt\n",
+       "11    Sr2Be2B2O7      8.00\n",
+       "27     CsH3Se2O6      4.77\n",
+       "28      CsB3GeO7      5.76\n",
+       "32         Si3N4      5.10\n",
+       "62          CuN3      4.17\n",
+       "...          ...       ...\n",
+       "3753    KScSe2O6      5.40\n",
+       "3775        MgSe      5.60\n",
+       "3810         SrO      5.70\n",
+       "3865          KI      6.38\n",
+       "3871         RbI      6.36\n",
+       "\n",
+       "[298 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_g4 = df.loc[df['gap expt']>4.0]\n",
+    "df_g4"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "00ed9342",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>CsH3Se2O6</td>\n",
+       "      <td>4.77</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>CsB3GeO7</td>\n",
+       "      <td>5.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>MnI2</td>\n",
+       "      <td>4.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3720</th>\n",
+       "      <td>Ba2CdB6O12</td>\n",
+       "      <td>4.59</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3726</th>\n",
+       "      <td>Y2O3</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3753</th>\n",
+       "      <td>KScSe2O6</td>\n",
+       "      <td>5.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3775</th>\n",
+       "      <td>MgSe</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3810</th>\n",
+       "      <td>SrO</td>\n",
+       "      <td>5.70</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>184 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         formula  gap expt\n",
+       "27     CsH3Se2O6      4.77\n",
+       "28      CsB3GeO7      5.76\n",
+       "32         Si3N4      5.10\n",
+       "62          CuN3      4.17\n",
+       "64          MnI2      4.40\n",
+       "...          ...       ...\n",
+       "3720  Ba2CdB6O12      4.59\n",
+       "3726        Y2O3      5.60\n",
+       "3753    KScSe2O6      5.40\n",
+       "3775        MgSe      5.60\n",
+       "3810         SrO      5.70\n",
+       "\n",
+       "[184 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_g4s6 = df_g4.loc[df['gap expt']<6.0]\n",
+    "df_g4s6"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "fb2ce4f4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Hg0.7Cd0.3Te</td>\n",
+       "      <td>0.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>CuBr</td>\n",
+       "      <td>3.08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>LuP</td>\n",
+       "      <td>1.30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Cu3SbSe4</td>\n",
+       "      <td>0.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ZnO</td>\n",
+       "      <td>3.44</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6349</th>\n",
+       "      <td>Tm2MgTl</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6350</th>\n",
+       "      <td>Nb5Ga4</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6351</th>\n",
+       "      <td>Tb2Sb5</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6352</th>\n",
+       "      <td>Lu2AlTc</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6353</th>\n",
+       "      <td>CeZnPO</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>6354 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           formula  gap expt\n",
+       "0     Hg0.7Cd0.3Te      0.35\n",
+       "1             CuBr      3.08\n",
+       "2              LuP      1.30\n",
+       "3         Cu3SbSe4      0.40\n",
+       "4              ZnO      3.44\n",
+       "...            ...       ...\n",
+       "6349       Tm2MgTl      0.00\n",
+       "6350        Nb5Ga4      0.00\n",
+       "6351        Tb2Sb5      0.00\n",
+       "6352       Lu2AlTc      0.00\n",
+       "6353        CeZnPO      0.00\n",
+       "\n",
+       "[6354 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "bb6d2951",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>CsH3Se2O6</td>\n",
+       "      <td>4.77</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>CsB3GeO7</td>\n",
+       "      <td>5.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>MnI2</td>\n",
+       "      <td>4.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3720</th>\n",
+       "      <td>Ba2CdB6O12</td>\n",
+       "      <td>4.59</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3726</th>\n",
+       "      <td>Y2O3</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3753</th>\n",
+       "      <td>KScSe2O6</td>\n",
+       "      <td>5.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3775</th>\n",
+       "      <td>MgSe</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3810</th>\n",
+       "      <td>SrO</td>\n",
+       "      <td>5.70</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>184 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         formula  gap expt\n",
+       "27     CsH3Se2O6      4.77\n",
+       "28      CsB3GeO7      5.76\n",
+       "32         Si3N4      5.10\n",
+       "62          CuN3      4.17\n",
+       "64          MnI2      4.40\n",
+       "...          ...       ...\n",
+       "3720  Ba2CdB6O12      4.59\n",
+       "3726        Y2O3      5.60\n",
+       "3753    KScSe2O6      5.40\n",
+       "3775        MgSe      5.60\n",
+       "3810         SrO      5.70\n",
+       "\n",
+       "[184 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_46 = df.loc[(df['gap expt']>4.0) & (df['gap expt']<6.0)]\n",
+    "df_46"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "c64cb79c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>186</th>\n",
+       "      <td>CaSnO3</td>\n",
+       "      <td>4.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328</th>\n",
+       "      <td>CaS</td>\n",
+       "      <td>5.38</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>515</th>\n",
+       "      <td>Ca10Ge16B6O51</td>\n",
+       "      <td>5.47</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>664</th>\n",
+       "      <td>CaS</td>\n",
+       "      <td>5.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>848</th>\n",
+       "      <td>Ca3B2N4</td>\n",
+       "      <td>4.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>886</th>\n",
+       "      <td>Ba2Ca2B4O10</td>\n",
+       "      <td>5.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1014</th>\n",
+       "      <td>CaI2</td>\n",
+       "      <td>5.98</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1047</th>\n",
+       "      <td>CaTe</td>\n",
+       "      <td>4.30</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1759</th>\n",
+       "      <td>CsCaBO3</td>\n",
+       "      <td>4.20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2634</th>\n",
+       "      <td>CaSe</td>\n",
+       "      <td>4.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2779</th>\n",
+       "      <td>CaB6</td>\n",
+       "      <td>4.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3197</th>\n",
+       "      <td>CaSe</td>\n",
+       "      <td>5.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3237</th>\n",
+       "      <td>Ca3BiP3O12</td>\n",
+       "      <td>4.20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3513</th>\n",
+       "      <td>CaTe</td>\n",
+       "      <td>4.07</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            formula  gap expt\n",
+       "186          CaSnO3      4.40\n",
+       "328             CaS      5.38\n",
+       "515   Ca10Ge16B6O51      5.47\n",
+       "664             CaS      5.40\n",
+       "848         Ca3B2N4      4.10\n",
+       "886     Ba2Ca2B4O10      5.60\n",
+       "1014           CaI2      5.98\n",
+       "1047           CaTe      4.30\n",
+       "1759        CsCaBO3      4.20\n",
+       "2634           CaSe      4.87\n",
+       "2779           CaB6      4.50\n",
+       "3197           CaSe      5.00\n",
+       "3237     Ca3BiP3O12      4.20\n",
+       "3513           CaTe      4.07"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_46Ca = df_46.loc[df_46['formula'].str.contains('Ca')]\n",
+    "df_46Ca"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "35c08202",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>Na3MoO4Cl</td>\n",
+       "      <td>4.69</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293</th>\n",
+       "      <td>AlN</td>\n",
+       "      <td>5.90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>547</th>\n",
+       "      <td>LaH2NO5</td>\n",
+       "      <td>4.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>805</th>\n",
+       "      <td>Na2Zn3Se4O12</td>\n",
+       "      <td>4.90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>848</th>\n",
+       "      <td>Ca3B2N4</td>\n",
+       "      <td>4.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>877</th>\n",
+       "      <td>NaI</td>\n",
+       "      <td>5.80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1017</th>\n",
+       "      <td>Nd2O3</td>\n",
+       "      <td>4.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1049</th>\n",
+       "      <td>RbNbSe2O7</td>\n",
+       "      <td>4.10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           formula  gap expt\n",
+       "32           Si3N4      5.10\n",
+       "62            CuN3      4.17\n",
+       "109      Na3MoO4Cl      4.69\n",
+       "293            AlN      5.90\n",
+       "547        LaH2NO5      4.76\n",
+       "805   Na2Zn3Se4O12      4.90\n",
+       "848        Ca3B2N4      4.10\n",
+       "877            NaI      5.80\n",
+       "1017         Nd2O3      4.40\n",
+       "1049     RbNbSe2O7      4.10"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_46N = df_46.loc[df_46['formula'].str.contains('N')]\n",
+    "df_46N.head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "8d6ec01d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matminer.featurizers.conversions import StrToComposition"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "25f4b4bb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "1c2ffa9cfddd410fa923c4b30b92c9df",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "StrToComposition:   0%|          | 0/184 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "      <th>composition</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>CsH3Se2O6</td>\n",
+       "      <td>4.77</td>\n",
+       "      <td>(Cs, H, Se, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>CsB3GeO7</td>\n",
+       "      <td>5.76</td>\n",
+       "      <td>(Cs, B, Ge, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "      <td>(Si, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "      <td>(Cu, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64</th>\n",
+       "      <td>MnI2</td>\n",
+       "      <td>4.40</td>\n",
+       "      <td>(Mn, I)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3720</th>\n",
+       "      <td>Ba2CdB6O12</td>\n",
+       "      <td>4.59</td>\n",
+       "      <td>(Ba, Cd, B, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3726</th>\n",
+       "      <td>Y2O3</td>\n",
+       "      <td>5.60</td>\n",
+       "      <td>(Y, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3753</th>\n",
+       "      <td>KScSe2O6</td>\n",
+       "      <td>5.40</td>\n",
+       "      <td>(K, Sc, Se, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3775</th>\n",
+       "      <td>MgSe</td>\n",
+       "      <td>5.60</td>\n",
+       "      <td>(Mg, Se)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3810</th>\n",
+       "      <td>SrO</td>\n",
+       "      <td>5.70</td>\n",
+       "      <td>(Sr, O)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>184 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         formula  gap expt     composition\n",
+       "27     CsH3Se2O6      4.77  (Cs, H, Se, O)\n",
+       "28      CsB3GeO7      5.76  (Cs, B, Ge, O)\n",
+       "32         Si3N4      5.10         (Si, N)\n",
+       "62          CuN3      4.17         (Cu, N)\n",
+       "64          MnI2      4.40         (Mn, I)\n",
+       "...          ...       ...             ...\n",
+       "3720  Ba2CdB6O12      4.59  (Ba, Cd, B, O)\n",
+       "3726        Y2O3      5.60          (Y, O)\n",
+       "3753    KScSe2O6      5.40  (K, Sc, Se, O)\n",
+       "3775        MgSe      5.60        (Mg, Se)\n",
+       "3810         SrO      5.70         (Sr, O)\n",
+       "\n",
+       "[184 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_46_com = StrToComposition().featurize_dataframe(df_46, 'formula')\n",
+    "df_46_com"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "cb3eec5b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>formula</th>\n",
+       "      <th>gap expt</th>\n",
+       "      <th>composition</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>Si3N4</td>\n",
+       "      <td>5.10</td>\n",
+       "      <td>(Si, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>CuN3</td>\n",
+       "      <td>4.17</td>\n",
+       "      <td>(Cu, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293</th>\n",
+       "      <td>AlN</td>\n",
+       "      <td>5.90</td>\n",
+       "      <td>(Al, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>547</th>\n",
+       "      <td>LaH2NO5</td>\n",
+       "      <td>4.76</td>\n",
+       "      <td>(La, H, N, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>848</th>\n",
+       "      <td>Ca3B2N4</td>\n",
+       "      <td>4.10</td>\n",
+       "      <td>(Ca, B, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1592</th>\n",
+       "      <td>GdH2NO5</td>\n",
+       "      <td>4.84</td>\n",
+       "      <td>(Gd, H, N, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1659</th>\n",
+       "      <td>MgGeN2</td>\n",
+       "      <td>4.20</td>\n",
+       "      <td>(Mg, Ge, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1922</th>\n",
+       "      <td>YH2NO5</td>\n",
+       "      <td>4.83</td>\n",
+       "      <td>(Y, H, N, O)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000</th>\n",
+       "      <td>MgSiN2</td>\n",
+       "      <td>4.05</td>\n",
+       "      <td>(Mg, Si, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3320</th>\n",
+       "      <td>MgGeN2</td>\n",
+       "      <td>4.40</td>\n",
+       "      <td>(Mg, Ge, N)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3562</th>\n",
+       "      <td>NH7Se2O6</td>\n",
+       "      <td>4.81</td>\n",
+       "      <td>(N, H, Se, O)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       formula  gap expt    composition\n",
+       "32       Si3N4      5.10        (Si, N)\n",
+       "62        CuN3      4.17        (Cu, N)\n",
+       "293        AlN      5.90        (Al, N)\n",
+       "547    LaH2NO5      4.76  (La, H, N, O)\n",
+       "848    Ca3B2N4      4.10     (Ca, B, N)\n",
+       "1592   GdH2NO5      4.84  (Gd, H, N, O)\n",
+       "1659    MgGeN2      4.20    (Mg, Ge, N)\n",
+       "1922    YH2NO5      4.83   (Y, H, N, O)\n",
+       "2000    MgSiN2      4.05    (Mg, Si, N)\n",
+       "3320    MgGeN2      4.40    (Mg, Ge, N)\n",
+       "3562  NH7Se2O6      4.81  (N, H, Se, O)"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "for i, row in df_46_com.iterrows():\n",
+    "    if row['composition'].get_atomic_fraction('N') == 0:\n",
+    "        df_46_com = df_46_com.drop([i])\n",
+    "\n",
+    "df_46_com"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "3b819778",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([3.604e+03, 1.432e+03, 8.470e+02, 2.590e+02, 9.100e+01, 6.700e+01,\n",
+       "        3.100e+01, 1.300e+01, 8.000e+00, 2.000e+00]),\n",
+       " array([ 0.  ,  1.17,  2.34,  3.51,  4.68,  5.85,  7.02,  8.19,  9.36,\n",
+       "        10.53, 11.7 ]),\n",
+       " <BarContainer object of 10 artists>)"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX0AAAD4CAYAAAAAczaOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAS8UlEQVR4nO3dbaxd1Z3f8e9vDCVMEhQQF+TYVk0jz3QANaZcuW6RqjRkihtGY/IikqM2WCqSI0RmklGk1kxfTOaFK6rmoUUtVM6EYqY0yMqDsJIwjcfNKIpEIBfKYIxDsQYGbuziOxOlIa3E1M6/L85ydWqO77Pv8fX6fqSts89/r7X32vLV726vs8++qSokSX34pXEPQJK0cgx9SeqIoS9JHTH0Jakjhr4kdeSScQ9gLldffXVt3Lhx3MOQpFXlmWee+Yuqmji7fsGH/saNG5mamhr3MCRpVUny56PqTu9IUkcMfUnqiKEvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHLvhv5C7Fxt3fGstxX73v9rEcV5Lm4pW+JHXE0JekjswZ+knekeTpJH+a5EiS32/1zyb5cZLn2vLhoT73JjmW5KUktw3Vb05yuG27P0nOz2lJkkaZz5z+W8AHq+rnSS4Fvp/kibbti1X1ueHGSa4HdgA3AO8F/jjJr1TVaeBBYBfwA+DbwDbgCSRJK2LOK/0a+Hl7e2lbapYu24HHquqtqnoFOAZsSbIWuKKqnqyqAh4B7ljS6CVJCzKvOf0ka5I8B5wEDlbVU23TJ5M8n+ShJFe22jrg9aHu0622rq2fXR91vF1JppJMzczMzP9sJEmzmlfoV9XpqtoMrGdw1X4jg6ma9wGbgRPA51vzUfP0NUt91PH2VtVkVU1OTLztD79IkhZpQXfvVNVPgT8BtlXVG+2XwS+ALwFbWrNpYMNQt/XA8VZfP6IuSVoh87l7ZyLJe9r65cCHgB+1OfozPgK80NYPADuSXJbkOmAT8HRVnQDeTLK13bVzJ/D48p2KJGku87l7Zy2wL8kaBr8k9lfVN5P8YZLNDKZoXgU+AVBVR5LsB14ETgH3tDt3AO4GHgYuZ3DXjnfuSNIKmjP0q+p54KYR9Y/P0mcPsGdEfQq4cYFjlCQtE7+RK0kdMfQlqSOGviR1xNCXpI4Y+pLUEUNfkjpi6EtSRwx9SeqIoS9JHTH0Jakjhr4kdcTQl6SOGPqS1BFDX5I6YuhLUkcMfUnqiKEvSR0x9CWpI4a+JHVkztBP8o4kTyf50yRHkvx+q1+V5GCSl9vrlUN97k1yLMlLSW4bqt+c5HDbdn+SnJ/TkiSNMp8r/beAD1bV+4HNwLYkW4HdwKGq2gQcau9Jcj2wA7gB2AY8kGRN29eDwC5gU1u2Ld+pSJLmMmfo18DP29tL21LAdmBfq+8D7mjr24HHquqtqnoFOAZsSbIWuKKqnqyqAh4Z6iNJWgHzmtNPsibJc8BJ4GBVPQVcW1UnANrrNa35OuD1oe7TrbaurZ9dH3W8XUmmkkzNzMws4HQkSbOZV+hX1emq2gysZ3DVfuMszUfN09cs9VHH21tVk1U1OTExMZ8hSpLmYUF371TVT4E/YTAX/0absqG9nmzNpoENQ93WA8dbff2IuiRphczn7p2JJO9p65cDHwJ+BBwAdrZmO4HH2/oBYEeSy5Jcx+AD26fbFNCbSba2u3buHOojSVoBl8yjzVpgX7sD55eA/VX1zSRPAvuT3AW8BnwUoKqOJNkPvAicAu6pqtNtX3cDDwOXA0+0RZK0QuYM/ap6HrhpRP0vgVvP0WcPsGdEfQqY7fMASdJ55DdyJakjhr4kdcTQl6SOGPqS1BFDX5I6YuhLUkcMfUnqiKEvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHDH1J6oihL0kdMfQlqSOGviR1xNCXpI4Y+pLUkTlDP8mGJN9NcjTJkSSfavXPJvlxkufa8uGhPvcmOZbkpSS3DdVvTnK4bbs/Sc7PaUmSRrlkHm1OAZ+pqmeTvBt4JsnBtu2LVfW54cZJrgd2ADcA7wX+OMmvVNVp4EFgF/AD4NvANuCJ5TkVSdJc5rzSr6oTVfVsW38TOAqsm6XLduCxqnqrql4BjgFbkqwFrqiqJ6uqgEeAO5Z6ApKk+VvQnH6SjcBNwFOt9Mkkzyd5KMmVrbYOeH2o23SrrWvrZ9dHHWdXkqkkUzMzMwsZoiRpFvMO/STvAr4GfLqqfsZgquZ9wGbgBPD5M01HdK9Z6m8vVu2tqsmqmpyYmJjvECVJc5hX6Ce5lEHgP1pVXweoqjeq6nRV/QL4ErClNZ8GNgx1Xw8cb/X1I+qSpBUyn7t3AnwZOFpVXxiqrx1q9hHghbZ+ANiR5LIk1wGbgKer6gTwZpKtbZ93Ao8v03lIkuZhPnfv3AJ8HDic5LlW+13gY0k2M5iieRX4BEBVHUmyH3iRwZ0/97Q7dwDuBh4GLmdw14537kjSCpoz9Kvq+4yej//2LH32AHtG1KeAGxcyQEnS8vEbuZLUEUNfkjpi6EtSRwx9SeqIoS9JHTH0Jakjhr4kdcTQl6SOGPqS1BFDX5I6YuhLUkcMfUnqiKEvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHDH1J6sicoZ9kQ5LvJjma5EiST7X6VUkOJnm5vV451OfeJMeSvJTktqH6zUkOt233Jxn1B9clSefJfK70TwGfqapfA7YC9yS5HtgNHKqqTcCh9p62bQdwA7ANeCDJmravB4FdwKa2bFvGc5EkzWHO0K+qE1X1bFt/EzgKrAO2A/tas33AHW19O/BYVb1VVa8Ax4AtSdYCV1TVk1VVwCNDfSRJK2BBc/pJNgI3AU8B11bVCRj8YgCuac3WAa8PdZtutXVt/ez6qOPsSjKVZGpmZmYhQ5QkzWLeoZ/kXcDXgE9X1c9mazqiVrPU316s2ltVk1U1OTExMd8hSpLmMK/QT3Ipg8B/tKq+3spvtCkb2uvJVp8GNgx1Xw8cb/X1I+qSpBUyn7t3AnwZOFpVXxjadADY2dZ3Ao8P1XckuSzJdQw+sH26TQG9mWRr2+edQ30kSSvgknm0uQX4OHA4yXOt9rvAfcD+JHcBrwEfBaiqI0n2Ay8yuPPnnqo63frdDTwMXA480RZJ0gqZM/Sr6vuMno8HuPUcffYAe0bUp4AbFzJASdLy8Ru5ktQRQ1+SOmLoS1JHDH1J6oihL0kdMfQlqSOGviR1xNCXpI4Y+pLUEUNfkjpi6EtSRwx9SeqIoS9JHTH0Jakjhr4kdcTQl6SOGPqS1BFDX5I6YuhLUkfmDP0kDyU5meSFodpnk/w4yXNt+fDQtnuTHEvyUpLbhuo3Jznctt2f5Fx/d1eSdJ7M50r/YWDbiPoXq2pzW74NkOR6YAdwQ+vzQJI1rf2DwC5gU1tG7VOSdB7NGfpV9T3gJ/Pc33bgsap6q6peAY4BW5KsBa6oqierqoBHgDsWOWZJ0iItZU7/k0meb9M/V7baOuD1oTbTrbaurZ9dlyStoMWG/oPA+4DNwAng860+ap6+ZqmPlGRXkqkkUzMzM4scoiTpbIsK/ap6o6pOV9UvgC8BW9qmaWDDUNP1wPFWXz+ifq79762qyaqanJiYWMwQJUkjLCr02xz9GR8BztzZcwDYkeSyJNcx+MD26ao6AbyZZGu7a+dO4PEljFuStAiXzNUgyVeADwBXJ5kGfg/4QJLNDKZoXgU+AVBVR5LsB14ETgH3VNXptqu7GdwJdDnwRFskSSsog5tpLlyTk5M1NTW1qL4bd39rmUdz4Xv1vtvHPQRJF4Akz1TV5Nl1v5ErSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHDH1J6oihL0kdMfQlqSOGviR1xNCXpI4Y+pLUEUNfkjpi6EtSRwx9SeqIoS9JHTH0Jakjhr4kdcTQl6SOzBn6SR5KcjLJC0O1q5IcTPJye71yaNu9SY4leSnJbUP1m5McbtvuT5LlPx1J0mzmc6X/MLDtrNpu4FBVbQIOtfckuR7YAdzQ+jyQZE3r8yCwC9jUlrP3KUk6z+YM/ar6HvCTs8rbgX1tfR9wx1D9sap6q6peAY4BW5KsBa6oqierqoBHhvpIklbIYuf0r62qEwDt9ZpWXwe8PtRuutXWtfWz6yMl2ZVkKsnUzMzMIocoSTrbcn+QO2qevmapj1RVe6tqsqomJyYmlm1wktS7xYb+G23KhvZ6stWngQ1D7dYDx1t9/Yi6JGkFLTb0DwA72/pO4PGh+o4klyW5jsEHtk+3KaA3k2xtd+3cOdRHkrRCLpmrQZKvAB8Ark4yDfwecB+wP8ldwGvARwGq6kiS/cCLwCngnqo63XZ1N4M7gS4HnmiLJGkFzRn6VfWxc2y69Rzt9wB7RtSngBsXNDpJ0rLyG7mS1BFDX5I6YuhLUkfmnNPX6rJx97fGctxX77t9LMeVtDBe6UtSRwx9SeqIoS9JHTH0Jakjhr4kdcTQl6SOGPqS1BFDX5I6YuhLUkcMfUnqiKEvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOrKk0E/yapLDSZ5LMtVqVyU5mOTl9nrlUPt7kxxL8lKS25Y6eEnSwizHlf4/qKrNVTXZ3u8GDlXVJuBQe0+S64EdwA3ANuCBJGuW4fiSpHk6H9M724F9bX0fcMdQ/bGqequqXgGOAVvOw/ElSeew1NAv4DtJnkmyq9WuraoTAO31mlZfB7w+1He61d4mya4kU0mmZmZmljhESdIZS/3D6LdU1fEk1wAHk/xolrYZUatRDatqL7AXYHJycmQbSdLCLelKv6qOt9eTwDcYTNe8kWQtQHs92ZpPAxuGuq8Hji/l+JKkhVl06Cd5Z5J3n1kH/iHwAnAA2Nma7QQeb+sHgB1JLktyHbAJeHqxx5ckLdxSpneuBb6R5Mx+/nNV/VGSHwL7k9wFvAZ8FKCqjiTZD7wInALuqarTSxq9JGlBFh36VfVnwPtH1P8SuPUcffYAexZ7TEnS0viNXEnqiKEvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHlvrANQmAjbu/NbZjv3rf7WM7trTaeKUvSR0x9CWpI4a+JHXE0Jekjhj6ktQRQ1+SOmLoS1JHDH1J6oihL0kd8Ru5WvXG9W1gvwms1cjQlxbJR09oNVrx6Z0k25K8lORYkt0rfXxJ6tmKXuknWQP8e+DXgWngh0kOVNWLKzkOabVzSkuLtdLTO1uAY1X1ZwBJHgO2A4a+tAqMc0prXC62X3QrHfrrgNeH3k8Df+fsRkl2Abva258neWmRx7sa+ItF9r0QeT4XNs/nwrao88m/Og8jWR5znc9fH1Vc6dDPiFq9rVC1F9i75IMlU1U1udT9XCg8nwub53Nh83wGVvqD3Glgw9D79cDxFR6DJHVrpUP/h8CmJNcl+WvADuDACo9Bkrq1otM7VXUqySeB/wKsAR6qqiPn8ZBLniK6wHg+FzbP58Lm+QCpetuUuiTpIuWzdySpI4a+JHXkogz9i+1RD0k2JPlukqNJjiT51LjHtFRJ1iT5b0m+Oe6xLIck70ny1SQ/av9Of3fcY1qsJL/Tfs5eSPKVJO8Y95gWKslDSU4meWGodlWSg0lebq9XjnOMC3GO8/nX7eft+STfSPKe+ezrogv9oUc9/CPgeuBjSa4f76iW7BTwmar6NWArcM9FcE6fAo6OexDL6N8Cf1RVfxN4P6v03JKsA34bmKyqGxnccLFjvKNalIeBbWfVdgOHqmoTcKi9Xy0e5u3ncxC4sar+FvDfgXvns6OLLvQZetRDVf0VcOZRD6tWVZ2oqmfb+psMAmXdeEe1eEnWA7cDfzDusSyHJFcAfx/4MkBV/VVV/XSsg1qaS4DLk1wC/DKr8Ls0VfU94CdnlbcD+9r6PuCOlRzTUow6n6r6TlWdam9/wOB7T3O6GEN/1KMeVm1Ani3JRuAm4KkxD2Up/g3wz4BfjHkcy+VvADPAf2xTVn+Q5J3jHtRiVNWPgc8BrwEngP9ZVd8Z76iWzbVVdQIGF1LANWMez3L6p8AT82l4MYb+vB71sBoleRfwNeDTVfWzcY9nMZL8BnCyqp4Z91iW0SXA3wYerKqbgP/F6po6+H/aPPd24DrgvcA7k/yT8Y5Ks0nyLxhMAT86n/YXY+hflI96SHIpg8B/tKq+Pu7xLMEtwG8meZXB1NsHk/yn8Q5pyaaB6ao687+vrzL4JbAafQh4papmqur/AF8H/t6Yx7Rc3kiyFqC9nhzzeJYsyU7gN4B/XPP80tXFGPoX3aMekoTBfPHRqvrCuMezFFV1b1Wtr6qNDP5t/mtVreoryar6H8DrSX61lW5l9T4u/DVga5Jfbj93t7JKP5Qe4QCws63vBB4f41iWLMk24J8Dv1lV/3u+/S660G8fbJx51MNRYP95ftTDSrgF+DiDq+Ln2vLhcQ9K/5/fAh5N8jywGfiX4x3O4rT/rXwVeBY4zCAjVt3jC5J8BXgS+NUk00nuAu4Dfj3Jywz+kNN94xzjQpzjfP4d8G7gYMuE/zCvffkYBknqx0V3pS9JOjdDX5I6YuhLUkcMfUnqiKEvSR0x9CWpI4a+JHXk/wLuQ2lgj5rQrwAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.hist(df['gap expt'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "ded36498",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([4.84787831e-01, 1.92623800e-01, 1.13933211e-01, 3.48390811e-02,\n",
+       "        1.22407582e-02, 9.01242639e-03, 4.16992863e-03, 1.74867975e-03,\n",
+       "        1.07611061e-03, 2.69027653e-04]),\n",
+       " array([ 0.  ,  1.17,  2.34,  3.51,  4.68,  5.85,  7.02,  8.19,  9.36,\n",
+       "        10.53, 11.7 ]),\n",
+       " <BarContainer object of 10 artists>)"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.hist(df['gap expt'], density = True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "8cfb0e74",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([0.39725968, 0.14820733, 0.03681643, 0.00951013, 0.00461382,\n",
+       "        0.00131824, 0.00056496]),\n",
+       " array([ 0.        ,  1.67142857,  3.34285714,  5.01428571,  6.68571429,\n",
+       "         8.35714286, 10.02857143, 11.7       ]),\n",
+       " <BarContainer object of 7 artists>)"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.hist(df['gap expt'], density = True, bins = 7, color = 'g',\n",
+    "         edgecolor = 'k',alpha = 0.75)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "c48c1ce3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([0.37223545, 0.10088465, 0.01990473, 0.00697516]),\n",
+       " array([1, 3, 5, 7, 9]),\n",
+       " <BarContainer object of 4 artists>)"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.hist(df['gap expt'], density = True, bins = [1, 3, 5, 7, 9],\n",
+    "        color = 'g', edgecolor = 'k', alpha = 0.75)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "647a9167",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>nsites</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>volume</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_Reuss</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>G_Voigt</th>\n",
+       "      <th>K_Reuss</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>K_Voigt</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>compliance_tensor</th>\n",
+       "      <th>elastic_tensor</th>\n",
+       "      <th>elastic_tensor_original</th>\n",
+       "      <th>cif</th>\n",
+       "      <th>kpoint_density</th>\n",
+       "      <th>poscar</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>12</td>\n",
+       "      <td>124</td>\n",
+       "      <td>194.419802</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>96.844535</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>97.438674</td>\n",
+       "      <td>194.267623</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>194.270146</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>[[0.004385293093993, -0.0016070693558990002, -...</td>\n",
+       "      <td>[[311.33514638650246, 144.45092552856926, 126....</td>\n",
+       "      <td>[[311.33514638650246, 144.45092552856926, 126....</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Nb8 Co2 Si2\\n1.0\\n6.221780 0.000000 0.000000\\n...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>164</td>\n",
+       "      <td>61.987320</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>93.939650</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>98.564362</td>\n",
+       "      <td>173.647763</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>177.252050</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>[[0.0037715428949660003, -0.000844229828709, -...</td>\n",
+       "      <td>[[306.93357350984974, 88.02634955100905, 105.6...</td>\n",
+       "      <td>[[306.93357350984974, 88.02634955100905, 105.6...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Al1 Co2 Si2\\n1.0\\n3.932782 0.000000 0.000000\\n...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>2</td>\n",
+       "      <td>221</td>\n",
+       "      <td>25.952539</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>120.962289</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>139.263621</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>[[0.0019959391925840004, -0.000433146670736000...</td>\n",
+       "      <td>[[569.5291276937579, 157.8517489654999, 157.85...</td>\n",
+       "      <td>[[569.5291276937579, 157.8517489654999, 157.85...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Si1 Os1\\n1.0\\n2.960692 0.000000 0.000000\\n0.00...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>4</td>\n",
+       "      <td>63</td>\n",
+       "      <td>76.721433</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>12.205989</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>17.997812</td>\n",
+       "      <td>49.025963</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>49.235377</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>[[0.021647143908635, -0.005207263618160001, -0...</td>\n",
+       "      <td>[[69.28798774976904, 34.7875015216915, 37.3877...</td>\n",
+       "      <td>[[70.13259066665267, 40.60474945058445, 37.387...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Ga4\\n1.0\\n2.803229 0.000000 0.000000\\n0.000000...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>62</td>\n",
+       "      <td>160.300999</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>100.110773</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>103.784823</td>\n",
+       "      <td>255.055257</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>258.480904</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>[[0.00410214297725, -0.001272204332729, -0.001...</td>\n",
+       "      <td>[[349.3767766177825, 186.67131003104407, 176.4...</td>\n",
+       "      <td>[[407.4791016459293, 176.4759188081947, 213.83...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Si4 Ru8\\n1.0\\n4.037706 0.000000 0.000000\\n0.00...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  nsites  space_group      volume  \\\n",
+       "0    mp-10003    Nb4CoSi      12          124  194.419802   \n",
+       "1    mp-10010  Al(CoSi)2       5          164   61.987320   \n",
+       "2    mp-10015       SiOs       2          221   25.952539   \n",
+       "3    mp-10021         Ga       4           63   76.721433   \n",
+       "4    mp-10025      SiRu2      12           62  160.300999   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "      G_Reuss       G_VRH     G_Voigt     K_Reuss       K_VRH     K_Voigt  \\\n",
+       "0   96.844535   97.141604   97.438674  194.267623  194.268884  194.270146   \n",
+       "1   93.939650   96.252006   98.564362  173.647763  175.449907  177.252050   \n",
+       "2  120.962289  130.112955  139.263621  295.077545  295.077545  295.077545   \n",
+       "3   12.205989   15.101901   17.997812   49.025963   49.130670   49.235377   \n",
+       "4  100.110773  101.947798  103.784823  255.055257  256.768081  258.480904   \n",
+       "\n",
+       "   poisson_ratio                                  compliance_tensor  \\\n",
+       "0       0.285701  [[0.004385293093993, -0.0016070693558990002, -...   \n",
+       "1       0.268105  [[0.0037715428949660003, -0.000844229828709, -...   \n",
+       "2       0.307780  [[0.0019959391925840004, -0.000433146670736000...   \n",
+       "3       0.360593  [[0.021647143908635, -0.005207263618160001, -0...   \n",
+       "4       0.324682  [[0.00410214297725, -0.001272204332729, -0.001...   \n",
+       "\n",
+       "                                      elastic_tensor  \\\n",
+       "0  [[311.33514638650246, 144.45092552856926, 126....   \n",
+       "1  [[306.93357350984974, 88.02634955100905, 105.6...   \n",
+       "2  [[569.5291276937579, 157.8517489654999, 157.85...   \n",
+       "3  [[69.28798774976904, 34.7875015216915, 37.3877...   \n",
+       "4  [[349.3767766177825, 186.67131003104407, 176.4...   \n",
+       "\n",
+       "                             elastic_tensor_original  \\\n",
+       "0  [[311.33514638650246, 144.45092552856926, 126....   \n",
+       "1  [[306.93357350984974, 88.02634955100905, 105.6...   \n",
+       "2  [[569.5291276937579, 157.8517489654999, 157.85...   \n",
+       "3  [[70.13259066665267, 40.60474945058445, 37.387...   \n",
+       "4  [[407.4791016459293, 176.4759188081947, 213.83...   \n",
+       "\n",
+       "                                                 cif  kpoint_density  \\\n",
+       "0  #\\#CIF1.1\\n###################################...            7000   \n",
+       "1  #\\#CIF1.1\\n###################################...            7000   \n",
+       "2  #\\#CIF1.1\\n###################################...            7000   \n",
+       "3  #\\#CIF1.1\\n###################################...            7000   \n",
+       "4  #\\#CIF1.1\\n###################################...            7000   \n",
+       "\n",
+       "                                              poscar  \n",
+       "0  Nb8 Co2 Si2\\n1.0\\n6.221780 0.000000 0.000000\\n...  \n",
+       "1  Al1 Co2 Si2\\n1.0\\n3.932782 0.000000 0.000000\\n...  \n",
+       "2  Si1 Os1\\n1.0\\n2.960692 0.000000 0.000000\\n0.00...  \n",
+       "3  Ga4\\n1.0\\n2.803229 0.000000 0.000000\\n0.000000...  \n",
+       "4  Si4 Ru8\\n1.0\\n4.037706 0.000000 0.000000\\n0.00...  "
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_el = load_dataset('elastic_tensor_2015',data_home = '.')\n",
+    "df_el.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "93a222de",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "x = np.array(df_el['G_VRH'])\n",
+    "y = np.array(df_el['K_VRH'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "4915d4ee",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "z = np.array(df_el['poisson_ratio'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "8dbef820",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x17e81256ee0>"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xlim(0,300)\n",
+    "plt.scatter(x,y,c=z,cmap='bwr')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "47777929",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "        <script type=\"text/javascript\">\n",
+       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+       "        if (typeof require !== 'undefined') {\n",
+       "        require.undef(\"plotly\");\n",
+       "        define('plotly', function(require, exports, module) {\n",
+       "            /**\n",
+       "* plotly.js v2.4.2\n",
+       "* Copyright 2012-2021, Plotly, Inc.\n",
+       "* All rights reserved.\n",
+       "* Licensed under the MIT license\n",
+       "*/\n",
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if(\"le\"===r)for(i=0,a=0;i<t.length;i+=3)o=t[i]|t[i+1]<<8|t[i+2]<<16,this.words[a]|=o<<s&67108863,this.words[a+1]=o>>>26-s&67108863,(s+=24)>=26&&(s-=26,a++);return this.strip()},a.prototype._parseHex=function(t,e){this.length=Math.ceil((t.length-e)/6),this.words=new Array(this.length);for(var r=0;r<this.length;r++)this.words[r]=0;var n,i,a=0;for(r=t.length-6,n=0;r>=e;r-=6)i=s(t,r,r+6),this.words[n]|=i<<a&67108863,this.words[n+1]|=i>>>26-a&4194303,(a+=24)>=26&&(a-=26,n++);r+6!==e&&(i=s(t,e,r+6),this.words[n]|=i<<a&67108863,this.words[n+1]|=i>>>26-a&4194303),this.strip()},a.prototype._parseBase=function(t,e,r){this.words=[0],this.length=1;for(var n=0,i=1;i<=67108863;i*=e)n++;n--,i=i/e|0;for(var a=t.length-r,o=a%n,s=Math.min(a,a-o)+r,c=0,u=r;u<s;u+=n)c=l(t,u,u+n,e),this.imuln(i),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c);if(0!==o){var f=1;for(c=l(t,u,t.length,e),u=0;u<o;u++)f*=e;this.imuln(f),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c)}},a.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e<this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},a.prototype.clone=function(){var t=new a(null);return this.copy(t),t},a.prototype._expand=function(t){for(;this.length<t;)this.words[this.length++]=0;return this},a.prototype.strip=function(){for(;this.length>1&&0===this.words[this.length-1];)this.length--;return this._normSign()},a.prototype._normSign=function(){return 1===this.length&&0===this.words[0]&&(this.negative=0),this},a.prototype.inspect=function(){return(this.red?\"<BN-R: \":\"<BN: \")+this.toString(16)+\">\"};var c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],u=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],f=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function h(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var c=1;c<n;c++){for(var u=l>>>26,f=67108863&l,h=Math.min(c,e.length-1),p=Math.max(0,c-t.length+1);p<=h;p++){var d=c-p|0;u+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[c]=0|f,l=0|u}return 0!==l?r.words[c]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!==(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var h=u[t],p=f[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var g=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?g+r:c[h-g.length]+g+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],I=8191&P,O=P>>>13,z=0|o[8],D=8191&z,R=z>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var vt=(c+(n=n+Math.imul(f,H)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,H)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,H)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(g,H)|0,a=a+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,H)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,H)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,H)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,H)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(g,J)|0,a=a+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,H)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,H)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(g,$)|0,a=a+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,H)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,H)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,H)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,H)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,H)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,H)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,H)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,H)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,gt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,H),i=(i=Math.imul(B,G))+Math.imul(N,H)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((a=a+Math.imul(g,gt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,gt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,gt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,gt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,gt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,gt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,gt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,gt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,gt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,gt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,gt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?h(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=f*m-h*v;v=f*v+h*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),d(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new w(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){v.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){v.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){v.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function T(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}v.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},v.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},v.prototype.split=function(t,e){t.iushrn(this.n,0,e)},v.prototype.imulK=function(t){return t.imul(this.k)},i(y,v),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(x,v),i(b,v),i(_,v),_.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(m[t])return m[t];var e;if(\"k256\"===t)e=new y;else if(\"p224\"===t)e=new x;else if(\"p192\"===t)e=new b;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new _}return m[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var g=p,m=0;0!==g.cmp(s);m++)g=g.redSqr();n(m<d);var v=this.pow(f,new a(1).iushln(d-m-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=m}return h},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new T(t)},i(T,w),T.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},T.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},T.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},T.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var 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A=s[c-1];s[c-1]=s[h],s[h]=A,h=n(t,e,l,c-1,o,s,p);for(_=f*(c-1),w=f*h,T=0;T<f;++T,++_,++w){k=o[_];o[_]=o[w],o[w]=k}A=s[c-1];if(s[c-1]=s[h],s[h]=A,u<h){for(c=h-1;l<c&&o[f*(c-1)+e]===p;)c-=1;c+=1}else{if(!(h<u))break;for(l=h+1;l<c&&o[f*l+e]===p;)l+=1}}return n(t,e,r,u,o,s,o[f*u+e])};var n=t(\"./partition\")(\"lo<p0\",[\"p0\"]);function i(t,e,r,n,i,a){for(var o=2*t,s=o*(r+1)+e,l=r+1;l<n;++l,s+=o)for(var c=i[s],u=l,f=o*(l-1);u>r&&i[f+e]>c;--u,f-=o){for(var h=f,p=f+o,d=0;d<o;++d,++h,++p){var g=i[h];i[h]=i[p],i[p]=g}var m=a[u];a[u]=a[u-1],a[u-1]=m}}},{\"./partition\":112}],112:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=\"abcdef\".split(\"\").concat(e),n=[];t.indexOf(\"lo\")>=0&&n.push(\"lo=e[k+n]\");t.indexOf(\"hi\")>=0&&n.push(\"hi=e[k+o]\");return r.push(\"for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d>p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j>s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return 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r=8*e;h.length<r&&(n.free(h),h=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,u,f,g,m,v){for(var y=0,x=2*t,b=t-1,_=x-1,w=r;w<n;++w){var T=u[w],k=x*w;h[y++]=i[k+b],h[y++]=-(T+1),h[y++]=i[k+_],h[y++]=T}for(w=f;w<g;++w){T=v[w]+(1<<28);var A=x*w;h[y++]=m[A+b],h[y++]=-T,h[y++]=m[A+_],h[y++]=T}var M=y>>>1;a(h,M);var S=0,E=0;for(w=0;w<M;++w){var L=0|h[2*w+1];if(L>=1<<28)p(l,c,E--,L=L-(1<<28)|0);else if(L>=0)p(o,s,S--,L);else if(L<=-(1<<28)){L=-L-(1<<28)|0;for(var C=0;C<S;++C){if(void 0!==(P=e(o[C],L)))return P}d(l,c,E++,L)}else{L=-L-1|0;for(C=0;C<E;++C){var P;if(void 0!==(P=e(L,l[C])))return P}d(o,s,S++,L)}}},sweepComplete:function(t,e,r,n,i,g,m,v,y,x){for(var b=0,_=2*t,w=t-1,T=_-1,k=r;k<n;++k){var A=g[k]+1<<1,M=_*k;h[b++]=i[M+w],h[b++]=-A,h[b++]=i[M+T],h[b++]=A}for(k=m;k<v;++k){A=x[k]+1<<1;var S=_*k;h[b++]=y[S+w],h[b++]=1|-A,h[b++]=y[S+T],h[b++]=1|A}var E=b>>>1;a(h,E);var L=0,C=0,P=0;for(k=0;k<E;++k){var I=0|h[2*k+1],O=1&I;if(k<E-1&&I>>1==h[2*k+3]>>1&&(O=2,k+=1),I<0){for(var z=-(I>>1)-1,D=0;D<P;++D){if(void 0!==(R=e(u[D],z)))return R}if(0!==O)for(D=0;D<L;++D){if(void 0!==(R=e(o[D],z)))return R}if(1!==O)for(D=0;D<C;++D){var R;if(void 0!==(R=e(l[D],z)))return R}0===O?d(o,s,L++,z):1===O?d(l,c,C++,z):2===O&&d(u,f,P++,z)}else{z=(I>>1)-1;0===O?p(o,s,L--,z):1===O?p(l,c,C--,z):2===O&&p(u,f,P--,z)}}},scanBipartite:function(t,e,r,n,i,l,c,u,f,g,m,v){var y=0,x=2*t,b=e,_=e+t,w=1,T=1;n?T=1<<28:w=1<<28;for(var k=i;k<l;++k){var A=k+w,M=x*k;h[y++]=c[M+b],h[y++]=-A,h[y++]=c[M+_],h[y++]=A}for(k=f;k<g;++k){A=k+T;var S=x*k;h[y++]=m[S+b],h[y++]=-A}var E=y>>>1;a(h,E);var L=0;for(k=0;k<E;++k){var C=0|h[2*k+1];if(C<0){var P=!1;if((A=-C)>=1<<28?(P=!n,A-=1<<28):(P=!!n,A-=1),P)d(o,s,L++,A);else{var I=v[A],O=x*A,z=m[O+e+1],D=m[O+e+1+t];t:for(var R=0;R<L;++R){var F=o[R],B=x*F;if(!(D<c[B+e+1]||c[B+e+1+t]<z)){for(var N=e+2;N<t;++N)if(m[O+N+t]<c[B+N]||c[B+N+t]<m[O+N])continue t;var j,U=u[F];if(void 0!==(j=n?r(I,U):r(U,I)))return j}}}}else p(o,s,L--,C-w)}},scanComplete:function(t,e,r,n,i,s,l,c,u,f,p){for(var d=0,g=2*t,m=e,v=e+t,y=n;y<i;++y){var x=y+(1<<28),b=g*y;h[d++]=s[b+m],h[d++]=-x,h[d++]=s[b+v],h[d++]=x}for(y=c;y<u;++y){x=y+1;var _=g*y;h[d++]=f[_+m],h[d++]=-x}var w=d>>>1;a(h,w);var T=0;for(y=0;y<w;++y){var k=0|h[2*y+1];if(k<0){if((x=-k)>=1<<28)o[T++]=x-(1<<28);else{var A=p[x-=1],M=g*x,S=f[M+e+1],E=f[M+e+1+t];t:for(var L=0;L<T;++L){var C=o[L],P=l[C];if(P===A)break;var I=g*C;if(!(E<s[I+e+1]||s[I+e+1+t]<S)){for(var O=e+2;O<t;++O)if(f[M+O+t]<s[I+O]||s[I+O+t]<f[M+O])continue t;var z=r(P,A);if(void 0!==z)return z}}}}else{for(x=k-(1<<28),L=T-1;L>=0;--L)if(o[L]===x){for(O=L+1;O<T;++O)o[O-1]=o[O];break}--T}}}};var n=t(\"typedarray-pool\"),i=t(\"bit-twiddle\"),a=t(\"./sort\"),o=n.mallocInt32(1024),s=n.mallocInt32(1024),l=n.mallocInt32(1024),c=n.mallocInt32(1024),u=n.mallocInt32(1024),f=n.mallocInt32(1024),h=n.mallocDouble(8192);function p(t,e,r,n){var i=e[n],a=t[r-1];t[i]=a,e[a]=i}function d(t,e,r,n){t[r]=n,e[n]=r}},{\"./sort\":113,\"bit-twiddle\":104,\"typedarray-pool\":617}],115:[function(t,e,r){},{}],116:[function(t,e,r){\"use strict\";var n,i=\"object\"==typeof Reflect?Reflect:null,a=i&&\"function\"==typeof i.apply?i.apply:function(t,e,r){return Function.prototype.apply.call(t,e,r)};n=i&&\"function\"==typeof i.ownKeys?i.ownKeys:Object.getOwnPropertySymbols?function(t){return Object.getOwnPropertyNames(t).concat(Object.getOwnPropertySymbols(t))}:function(t){return Object.getOwnPropertyNames(t)};var o=Number.isNaN||function(t){return t!=t};function s(){s.init.call(this)}e.exports=s,e.exports.once=function(t,e){return new Promise((function(r,n){function i(){void 0!==a&&t.removeListener(\"error\",a),r([].slice.call(arguments))}var a;\"error\"!==e&&(a=function(r){t.removeListener(e,i),n(r)},t.once(\"error\",a)),t.once(e,i)}))},s.EventEmitter=s,s.prototype._events=void 0,s.prototype._eventsCount=0,s.prototype._maxListeners=void 0;var l=10;function c(t){if(\"function\"!=typeof t)throw new TypeError('The \"listener\" argument must be of type Function. Received type '+typeof t)}function u(t){return void 0===t._maxListeners?s.defaultMaxListeners:t._maxListeners}function f(t,e,r,n){var i,a,o,s;if(c(r),void 0===(a=t._events)?(a=t._events=Object.create(null),t._eventsCount=0):(void 0!==a.newListener&&(t.emit(\"newListener\",e,r.listener?r.listener:r),a=t._events),o=a[e]),void 0===o)o=a[e]=r,++t._eventsCount;else if(\"function\"==typeof o?o=a[e]=n?[r,o]:[o,r]:n?o.unshift(r):o.push(r),(i=u(t))>0&&o.length>i&&!o.warned){o.warned=!0;var l=new Error(\"Possible EventEmitter memory leak detected. \"+o.length+\" \"+String(e)+\" listeners added. Use emitter.setMaxListeners() to increase limit\");l.name=\"MaxListenersExceededWarning\",l.emitter=t,l.type=e,l.count=o.length,s=l,console&&console.warn&&console.warn(s)}return t}function h(){if(!this.fired)return this.target.removeListener(this.type,this.wrapFn),this.fired=!0,0===arguments.length?this.listener.call(this.target):this.listener.apply(this.target,arguments)}function p(t,e,r){var n={fired:!1,wrapFn:void 0,target:t,type:e,listener:r},i=h.bind(n);return i.listener=r,n.wrapFn=i,i}function d(t,e,r){var n=t._events;if(void 0===n)return[];var i=n[e];return void 0===i?[]:\"function\"==typeof i?r?[i.listener||i]:[i]:r?function(t){for(var e=new Array(t.length),r=0;r<e.length;++r)e[r]=t[r].listener||t[r];return e}(i):m(i,i.length)}function g(t){var e=this._events;if(void 0!==e){var r=e[t];if(\"function\"==typeof r)return 1;if(void 0!==r)return r.length}return 0}function m(t,e){for(var r=new Array(e),n=0;n<e;++n)r[n]=t[n];return r}Object.defineProperty(s,\"defaultMaxListeners\",{enumerable:!0,get:function(){return l},set:function(t){if(\"number\"!=typeof t||t<0||o(t))throw new RangeError('The value of \"defaultMaxListeners\" is out of range. It must be a non-negative number. Received '+t+\".\");l=t}}),s.init=function(){void 0!==this._events&&this._events!==Object.getPrototypeOf(this)._events||(this._events=Object.create(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0},s.prototype.setMaxListeners=function(t){if(\"number\"!=typeof t||t<0||o(t))throw new RangeError('The value of \"n\" is out of range. It must be a non-negative number. 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+       "/*!\n",
+       " * The buffer module from node.js, for the browser.\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
+       "\"use strict\";var e=t(\"base64-js\"),n=t(\"ieee754\");r.Buffer=a,r.SlowBuffer=function(t){+t!=t&&(t=0);return a.alloc(+t)},r.INSPECT_MAX_BYTES=50;function i(t){if(t>2147483647)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"');var e=new Uint8Array(t);return e.__proto__=a.prototype,e}function a(t,e,r){if(\"number\"==typeof t){if(\"string\"==typeof e)throw new TypeError('The \"string\" argument must be of type string. Received type number');return l(t)}return o(t,e,r)}function o(t,e,r){if(\"string\"==typeof t)return function(t,e){\"string\"==typeof e&&\"\"!==e||(e=\"utf8\");if(!a.isEncoding(e))throw new TypeError(\"Unknown encoding: \"+e);var r=0|f(t,e),n=i(r),o=n.write(t,e);o!==r&&(n=n.slice(0,o));return n}(t,e);if(ArrayBuffer.isView(t))return c(t);if(null==t)throw TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type \"+typeof t);if(B(t,ArrayBuffer)||t&&B(t.buffer,ArrayBuffer))return function(t,e,r){if(e<0||t.byteLength<e)throw new RangeError('\"offset\" is outside of buffer bounds');if(t.byteLength<e+(r||0))throw new RangeError('\"length\" is outside of buffer bounds');var n;n=void 0===e&&void 0===r?new Uint8Array(t):void 0===r?new Uint8Array(t,e):new Uint8Array(t,e,r);return n.__proto__=a.prototype,n}(t,e,r);if(\"number\"==typeof t)throw new TypeError('The \"value\" argument must not be of type number. 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h=a/2,p=s/2,d=g(h),m=o(h),y=g(p),b=o(p),T=o(s),k=L(T),A=y/(b+w*m*k),M=A*A,S=L(2/(1+M)),E=(w*b+(m+d)*k)/(w*b+(m-d)*k),C=L(E),P=C-1/C,I=C+1/C,O=S*P-2*c(C)-t,z=S*A*I-2*i(A)-e,R=y&&_*k*d*M/y,F=(w*m*b+k)/(2*(b+w*m*k)*(b+w*m*k)*k),B=-.5*A*S*S*S,N=B*R,j=B*F,U=(U=2*b+w*k*(m-d))*U*C,V=(w*m*b*k+T)/U,q=-w*d*y/(k*U),H=P*N-2*V/C+S*(V+V/E),G=P*j-2*q/C+S*(q+q/E),Y=A*I*N-2*R/(1+M)+S*I*R+S*A*(V-V/E),W=A*I*j-2*F/(1+M)+S*I*F+S*A*(q-q/E),X=G*Y-W*H;if(!X)break;var Z=(z*G-O*W)/X,J=(O*Y-z*H)/X;a-=Z,s=u(-x,f(x,s-J))}while((n(Z)>v||n(J)>v)&&--l>0);return n(n(s)-x)<v?[0,s]:l&&[a,s]};var wt=o(35*M);function Tt(t,e){var r=m(e/2);return[t*wt*L(1-r*r),(1+wt)*r]}function kt(t,e){var r=e/2,n=o(r);return[2*t/T*o(e)*n*n,T*m(r)]}function At(t){var e=1-t,r=i(y,0)[0]-i(-y,0)[0],n=L(2*(i(0,x)[1]-i(0,-x)[1])/r);function i(r,n){var i=o(n),a=g(n);return[i/(e+t*i)*r,e*n+t*a]}function a(t,e){var r=i(t,e);return[r[0]*n,r[1]/n]}function s(t){return a(0,t)[1]}return a.invert=function(r,i){var a=V(s,i);return[r/n*(t+e/o(a)),a]},a}function Mt(t){return[t[0]/2,S(m(t[1]/2*M))*A]}function St(t){return[2*t[0],2*i(g(t[1]*M))*A]}function Et(t,r){var i=2*y/r,s=t*t;function l(r,l){var c=e.geoAzimuthalEquidistantRaw(r,l),u=c[0],f=c[1],h=u*u+f*f;if(h>s){var d=L(h),m=a(f,u),b=i*p(m/i),_=m-b,w=t*o(_),T=(t*g(_)-_*g(w))/(x-w),k=Lt(_,T),A=(y-t)/Ct(k,w,y);u=d;var M,S=50;do{u-=M=(t+Ct(k,w,u)*A-d)/(k(u)*A)}while(n(M)>v&&--S>0);f=_*g(u),u<x&&(f-=T*(u-x));var E=g(b),C=o(b);c[0]=u*C-f*E,c[1]=u*E+f*C}return c}return l.invert=function(r,l){var c=r*r+l*l;if(c>s){var u=L(c),f=a(l,r),h=i*p(f/i),d=f-h;r=u*o(d),l=u*g(d);for(var m=r-x,v=g(r),b=l/v,_=r<x?1/0:0,w=10;;){var T=t*g(b),k=t*o(b),A=g(k),M=x-k,S=(T-b*A)/M,E=Lt(b,S);if(n(_)<1e-12||!--w)break;b-=_=(b*v-S*m-l)/(v-2*m*(M*(k+b*T*o(k)-A)-T*(T-b*A))/(M*M))}r=(u=t+Ct(E,k,r)*(y-t)/Ct(E,k,y))*o(f=h+b),l=u*g(f)}return e.geoAzimuthalEquidistantRaw.invert(r,l)},l}function Lt(t,e){return function(r){var n=t*o(r);return r<x&&(n-=e),L(1+n*n)}}function 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s=i(t,a);t=s[0],a=s[1];var l=g(a),c=o(a),u=o(t),f=E(e*l+r*c*u),h=g(f),p=n(h)>v?f/h:1;return[p*r*g(t),(n(t)>x?p:-p)*(e*c-r*l*u)]}return i.invert=qt(-t),s.invert=function(t,r){var n=L(t*t+r*r),s=-g(n),l=o(n),c=n*l,u=-r*s,f=n*e,h=L(c*c+u*u-f*f),p=a(c*f+u*h,u*f-c*h),d=(n>x?-1:1)*a(t*s,n*o(p)*l+r*g(p)*s);return i.invert(d,p)},s}function qt(t){var e=g(t),r=o(t);return function(t,n){var i=o(n),s=o(t)*i,l=g(t)*i,c=g(n);return[a(l,s*r-c*e),S(c*r+s*e)]}}Bt.invert=function(t,e){n(t)>1&&(t=2*d(t)-t),n(e)>1&&(e=2*d(e)-e);var r=d(t),i=d(e),s=-r*t,l=-i*e,c=l/s<1,u=function(t,e){var r=0,i=1,a=.5,s=50;for(;;){var l=a*a,c=L(a),u=S(1/L(1+l)),f=1-l+a*(1+l)*u,h=(1-c)/f,p=L(h),d=h*(1+l),g=p*(1-l),m=L(d-t*t),v=e+g+a*m;if(n(i-r)<1e-12||0==--s||0===v)break;v>0?r=a:i=a,a=.5*(r+i)}if(!s)return null;var x=S(c),b=o(x),_=1/b,w=2*c*b,T=(-f*b-(-3*a+u*(1+3*l))*w*(1-c))/(f*f);return[y/4*(t*(-2*_*(.5*T/p*(1-l)-2*a*p*w)+-_*w*m)+-_*(a*(1+l)*T+h*(1+3*l)*w)*S(t/L(d))),x]}(c?l:s,c?s:l),f=u[0],h=u[1],p=o(h);return c&&(f=-x-f),[r*(a(g(f)*p,-g(h))+y),i*S(o(f)*p)]},Ut.invert=function(t,e){var r,n,o,l,u,f,h=(w-1)/(w+1),p=L(1-h*h),d=jt(x,p*p),g=(n=-t,o=p*p,(r=.5*d-e)?(l=Nt(r,o),n?(f=(u=Nt(n,1-o))[1]*u[1]+o*l[0]*l[0]*u[0]*u[0],[[l[0]*u[2]/f,l[1]*l[2]*u[0]*u[1]/f],[l[1]*u[1]/f,-l[0]*l[2]*u[0]*u[2]/f],[l[2]*u[1]*u[2]/f,-o*l[0]*l[1]*u[0]/f]]):[[l[0],0],[l[1],0],[l[2],0]]):[[0,(u=Nt(n,1-o))[0]/u[1]],[1/u[1],0],[u[2]/u[1],0]]),m=function(t,e){var r=e[0]*e[0]+e[1]*e[1];return[(t[0]*e[0]+t[1]*e[1])/r,(t[1]*e[0]-t[0]*e[1])/r]}(g[0],g[1]);return[a(m[1],m[0])/-1,2*i(s(-.5*c(h*m[0]*m[0]+h*m[1]*m[1])))-x]};var Ht=S(1-1/3)*A,Gt=ht(0);function Yt(t){var e=Ht*M,r=lt(y,e)[0]-lt(-y,e)[0],i=Gt(0,e)[1],a=lt(0,e)[1],o=T-a,s=k/t,c=4/k,h=i+o*o*4/k;function p(p,d){var g,m=n(d);if(m>e){var v=f(t-1,u(0,l((p+y)/s)));(g=lt(p+=y*(t-1)/t-v*s,m))[0]=g[0]*k/r-k*(t-1)/(2*t)+v*k/t,g[1]=i+4*(g[1]-a)*o/k,d<0&&(g[1]=-g[1])}else g=Gt(p,d);return g[0]*=c,g[1]/=h,g}return p.invert=function(e,p){e/=c;var d=n(p*=h);if(d>i){var 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n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=g;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,q=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(q[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var H=[0,0,0];if(H[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,F=1,\"auto\"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)q[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],q,this.tickColor[A],H,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),\"auto\"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)q[C]+=k*U[C]*this.labelPad[C]/r[5*C];q[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],q,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":259,\"./lib/cube.js\":260,\"./lib/lines.js\":261,\"./lib/text.js\":263,\"./lib/ticks.js\":264}],259:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var g=-1;g<=1;g+=2)f[u]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":262,\"gl-buffer\":267,\"gl-vao\":361}],260:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var O,z=d([l[O],l[P],l[I],l[O+(1<<M)+(1<<S)]]);C?E=z:L=z}L>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(A=0;A<3;++A)V[A]=q&1<<A?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":104,\"gl-mat4/multiply\":301,\"robust-orientation\":548,\"split-polygon\":567}],261:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var g=+r[f][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[f]=h,l[f]=m-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){g=+r[f][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[f]=h,u[f]=m-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":262,\"gl-buffer\":267,\"gl-vao\":361}],262:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? 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n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],m=[0,0,0]},{\"./lib/cube.js\":260,\"extract-frustum-planes\":248,\"gl-mat4/multiply\":301,\"gl-mat4/transpose\":312,\"gl-vec4/transformMat4\":432,\"split-polygon\":567}],267:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof 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r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),a.vectorScale=m;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=g[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":269,\"./lib/shaders\":270,\"gl-vec3\":380}],269:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(A[0],A[1]),f.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:137,\"gl-buffer\":267,\"gl-mat4/invert\":299,\"gl-mat4/multiply\":301,\"gl-shader\":339,\"gl-texture2d\":356,\"gl-vao\":361,ndarray:483}],270:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, 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r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*u,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=u[n],a=0;a<i.length;++a){var 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t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":356}],277:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));h[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=m[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":72,\"gl-constants/lookup\":272,\"glsl-shader-name\":434,\"sprintf-js\":568}],278:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=i.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],g=t.colorValues||[0,0,0,1],m=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],q=s[l?(C+V)*b+(O+U):C*b+O],H=n.le(d,q);if(H<0)F=g[0],B=g[1],N=g[2],j=g[3];else if(H===m-1)F=g[4*m-4],B=g[4*m-3],N=g[4*m-2],j=g[4*m-1];else{var G=(q-d[H])/(d[H+1]-d[H]),Y=1-G,W=4*H,X=4*(H+1);F=Y*g[W]+G*g[X],B=Y*g[W+1]+G*g[X+1],N=Y*g[W+2]+G*g[X+2],j=Y*g[W+3]+G*g[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":279,\"binary-search-bounds\":103,\"gl-buffer\":267,\"gl-shader\":339,\"iota-array\":451,\"typedarray-pool\":617}],279:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:442}],280:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":339,glslify:282}],281:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,m=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new m(e,u,h,this.points[h])}},{\"./lib/shaders\":280,\"binary-search-bounds\":103,\"gl-buffer\":267,\"gl-texture2d\":356,\"gl-vao\":361,ndarray:483}],282:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],283:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15];return t[0]=s*(h*v-p*m)-f*(l*v-c*m)+g*(l*p-c*h),t[1]=-(n*(h*v-p*m)-f*(i*v-a*m)+g*(i*p-a*h)),t[2]=n*(l*v-c*m)-s*(i*v-a*m)+g*(i*c-a*l),t[3]=-(n*(l*p-c*h)-s*(i*p-a*h)+f*(i*c-a*l)),t[4]=-(o*(h*v-p*m)-u*(l*v-c*m)+d*(l*p-c*h)),t[5]=r*(h*v-p*m)-u*(i*v-a*m)+d*(i*p-a*h),t[6]=-(r*(l*v-c*m)-o*(i*v-a*m)+d*(i*c-a*l)),t[7]=r*(l*p-c*h)-o*(i*p-a*h)+u*(i*c-a*l),t[8]=o*(f*v-p*g)-u*(s*v-c*g)+d*(s*p-c*f),t[9]=-(r*(f*v-p*g)-u*(n*v-a*g)+d*(n*p-a*f)),t[10]=r*(s*v-c*g)-o*(n*v-a*g)+d*(n*c-a*s),t[11]=-(r*(s*p-c*f)-o*(n*p-a*f)+u*(n*c-a*s)),t[12]=-(o*(f*m-h*g)-u*(s*m-l*g)+d*(s*h-l*f)),t[13]=r*(f*m-h*g)-u*(n*m-i*g)+d*(n*h-i*f),t[14]=-(r*(s*m-l*g)-o*(n*m-i*g)+d*(n*l-i*s)),t[15]=r*(s*h-l*f)-o*(n*h-i*f)+u*(n*l-i*s),t}},{}],284:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return 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r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,c=r*o,u=n*o,f=n*s,h=i*o,p=i*s,d=i*l,g=a*o,m=a*s,v=a*l;return t[0]=1-f-d,t[1]=u+v,t[2]=h-m,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=h+m,t[9]=p-g,t[10]=1-c-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],289:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o=r[0],s=r[1],l=r[2],c=Math.sqrt(o*o+s*s+l*l);if(Math.abs(c)<1e-6)return null;return o*=c=1/c,s*=c,l*=c,n=Math.sin(e),i=Math.cos(e),a=1-i,t[0]=o*o*a+i,t[1]=s*o*a+l*n,t[2]=l*o*a-s*n,t[3]=0,t[4]=o*s*a-l*n,t[5]=s*s*a+i,t[6]=l*s*a+o*n,t[7]=0,t[8]=o*l*a+s*n,t[9]=s*l*a-o*n,t[10]=l*l*a+i,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],290:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,c=a+a,u=n*s,f=n*l,h=n*c,p=i*l,d=i*c,g=a*c,m=o*s,v=o*l,y=o*c;return t[0]=1-(p+g),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=h+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],291:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],292:[function(t,e,r){e.exports=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t}},{}],293:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],294:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],295:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],296:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),c=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*c,t[15]=0,t}},{}],297:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],298:[function(t,e,r){e.exports={create:t(\"./create\"),clone:t(\"./clone\"),copy:t(\"./copy\"),identity:t(\"./identity\"),transpose:t(\"./transpose\"),invert:t(\"./invert\"),adjoint:t(\"./adjoint\"),determinant:t(\"./determinant\"),multiply:t(\"./multiply\"),translate:t(\"./translate\"),scale:t(\"./scale\"),rotate:t(\"./rotate\"),rotateX:t(\"./rotateX\"),rotateY:t(\"./rotateY\"),rotateZ:t(\"./rotateZ\"),fromRotation:t(\"./fromRotation\"),fromRotationTranslation:t(\"./fromRotationTranslation\"),fromScaling:t(\"./fromScaling\"),fromTranslation:t(\"./fromTranslation\"),fromXRotation:t(\"./fromXRotation\"),fromYRotation:t(\"./fromYRotation\"),fromZRotation:t(\"./fromZRotation\"),fromQuat:t(\"./fromQuat\"),frustum:t(\"./frustum\"),perspective:t(\"./perspective\"),perspectiveFromFieldOfView:t(\"./perspectiveFromFieldOfView\"),ortho:t(\"./ortho\"),lookAt:t(\"./lookAt\"),str:t(\"./str\")}},{\"./adjoint\":283,\"./clone\":284,\"./copy\":285,\"./create\":286,\"./determinant\":287,\"./fromQuat\":288,\"./fromRotation\":289,\"./fromRotationTranslation\":290,\"./fromScaling\":291,\"./fromTranslation\":292,\"./fromXRotation\":293,\"./fromYRotation\":294,\"./fromZRotation\":295,\"./frustum\":296,\"./identity\":297,\"./invert\":299,\"./lookAt\":300,\"./multiply\":301,\"./ortho\":302,\"./perspective\":303,\"./perspectiveFromFieldOfView\":304,\"./rotate\":305,\"./rotateX\":306,\"./rotateY\":307,\"./rotateZ\":308,\"./scale\":309,\"./str\":310,\"./translate\":311,\"./transpose\":312}],299:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*g-f*d,A=u*m-h*d,M=u*v-p*d,S=f*m-h*g,E=f*v-p*g,L=h*v-p*m,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(g*T-m*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(m*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-g*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(g*x-d*_-m*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],300:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,g=e[0],m=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=g-_,h=m-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(f*g+h*m+p*v),t[15]=1,t}},{\"./identity\":297}],301:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*g,t[1]=x*i+b*l+_*h+w*m,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*g,t[5]=x*i+b*l+_*h+w*m,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*g,t[9]=x*i+b*l+_*h+w*m,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*g,t[13]=x*i+b*l+_*h+w*m,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],302:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],303:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],304:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t}},{}],305:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+g*_,t[1]=l*x+h*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+g*k,t[5]=l*w+h*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+g*S,t[9]=l*A+h*M+m*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],306:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],307:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],308:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],309:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],310:[function(t,e,r){e.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},{}],311:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*g+s*m+f*v+e[12],t[13]=i*g+l*m+h*v+e[13],t[14]=a*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],312:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],313:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[f][g]-e[g],2);d<p&&(p=d,h=f)}var m=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(m[f]<-.001||m[f]>1.0001)return null;v+=m[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,m),m]}},{barycentric:85,\"polytope-closest-point/lib/closest_point_2d.js\":512}],314:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:442}],315:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],g=n[f][1],m=i[f],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],g.push(Z[0],Z[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=g(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),g=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,g,m,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":313,\"./lib/shaders\":314,colormap:137,\"gl-buffer\":267,\"gl-mat4/invert\":299,\"gl-mat4/multiply\":301,\"gl-shader\":339,\"gl-texture2d\":356,\"gl-vao\":361,ndarray:483,normals:486,\"simplicial-complex-contour\":557,\"typedarray-pool\":617}],316:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":319,\"gl-buffer\":267,\"gl-shader\":339}],317:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=a[g],v=a[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){f[0]=f[1]=0,f[g]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=h[g];var _=6*n[g].length;p[g]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(g[0]-E[1])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=L[1]*m/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[1]-E[0])/x-1,o[0]=L[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(g[2]+E[3])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=L[3]*m/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[3]+E[2])/x-1,o[0]=L[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[i++]=d,n[i++]=h[g],n[i++]=p[g]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":319,\"binary-search-bounds\":103,\"gl-buffer\":267,\"gl-shader\":339}],318:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":319,\"gl-buffer\":267,\"gl-shader\":339}],319:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:321}],320:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*g[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*g[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],g=a[o+2]-f,m=i[o],v=i[o+2]-m;p[o]=2*l/u*g/v,h[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":319,\"binary-search-bounds\":103,\"gl-buffer\":267,\"gl-shader\":339,\"text-cache\":596}],321:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],322:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],h[d]):o.drawLine(e[0],g,e[2],g,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":316,\"./lib/grid\":317,\"./lib/line\":318,\"./lib/text\":320,\"gl-select-static\":338}],323:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,g=!!a.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!h&&!p&&!g||m&&!h&&!p&&g)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&m&&!h&&!p&&!g||v||m&&h&&!p&&!g)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&m&&!h&&!p&&!g||y||m&&!h&&p&&!g)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":55,\"has-passive-events\":444,\"mouse-change\":470,\"mouse-event-offset\":471,\"mouse-wheel\":473,\"right-now\":542}],324:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":339,glslify:325}],325:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],326:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],i=H[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var g=.05*(i[p]-n[p]);n[p]=n[p]-g,i[p]=i[p]+g}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/g,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":323,\"./lib/shader\":324,\"a-big-triangle\":70,\"gl-axes3d\":258,\"gl-axes3d/properties\":266,\"gl-fbo\":276,\"gl-mat4/ortho\":302,\"gl-mat4/perspective\":303,\"gl-select-static\":338,\"gl-spikes3d\":349,\"is-mobile\":455,\"mouse-change\":470}],327:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:442}],328:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":327,\"gl-buffer\":267,\"gl-shader\":339,\"typedarray-pool\":617}],329:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(a=c*p+u*d+f*g+h*m)<0&&(a=-a,p=-p,d=-d,g=-g,m=-m);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*g,t[3]=s*h+l*m,t}},{}],330:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],331:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":623}],332:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":339,glslify:333}],333:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],334:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,f,h,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,g=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(a[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*m]=0,i[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var C=(m+1)%3,P=(m+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var O=0,z=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-M[0][0]:Y<0?1+M[1][0]:1,W*=W>0?1-M[0][1]:W<0?1+M[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)L[4*O+$]=D[$];P[O]=y;var tt=J[K[Q]];C[2*O]=V*(H*tt[0]-G*tt[1]+X[0]),C[2*O+1]=V*(G*tt[0]+H*tt[1]+X[1]),O+=1}for(Z=A.edges,J=A.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=R[$];P[z]=y;tt=J[K[Q]];C[2*z]=V*(H*tt[0]-G*tt[1]+X[0]),C[2*z+1]=V*(G*tt[0]+H*tt[1]+X[1]),z+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":330,\"./lib/glyphs\":331,\"./lib/shaders\":332,\"gl-buffer\":267,\"gl-mat4/multiply\":301,\"gl-vao\":361,\"is-string-blank\":458,\"typedarray-pool\":617}],335:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:336}],336:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],337:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,g,m,i),o.drawBox(p,h,g,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":335,\"gl-buffer\":267,\"gl-shader\":339}],338:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function 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a=[t.id,e.id,r.join(\":\"),i.join(\":\")].join(\"@\"),o=this.programs[a];return o&&this.gl.isProgram(o)||(this.programs[a]=o=function(t,e,r,i,a){var o=t.createProgram();t.attachShader(o,e),t.attachShader(o,r);for(var s=0;s<i.length;++s)t.bindAttribLocation(o,a[s],i[s]);if(t.linkProgram(o),!t.getProgramParameter(o,t.LINK_STATUS)){var l=t.getProgramInfoLog(o);throw new n(l,\"Error linking program: \"+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{\"./GLError\":340,\"gl-format-compiler-error\":277,\"weakmap-shim\":628}],346:[function(t,e,r){\"use strict\";function n(t){this.plot=t,this.enable=[!0,!0,!1,!1],this.width=[1,1,1,1],this.color=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.center=[1/0,1/0]}e.exports=function(t,e){var r=new n(t);return r.update(e),t.addOverlay(r),r};var 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1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":339,glslify:347}],349:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,i,a,o){var s=[t,e,n,0,0,0,1];s[i+3]=1,s[i]=a,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[i]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[i]=a,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=i(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=a(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var f=new s(t,l,c,u);return f.update(e),f};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],f=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(i=this.axes.lastCubeProps.axis);for(var h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":348,\"gl-buffer\":267,\"gl-vao\":361}],350:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:351}],351:[function(t,e,r){arguments[4][265][0].apply(r,arguments)},{dup:265}],352:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],g=0,m=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=f.length;f=f.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),g=s(a[1],c),m=s(a[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,f-1),v=l(v,0,f-1),g=l(g,0,h-1),y=l(y,0,h-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][g],L=a[1][y],C=a[2][m],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(g=h-1-g,y=h-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,A=x,w=g*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=m,A=x,b=d*p,_=v*p,w=g*p*f,T=y*p*f;break;case 3:w=g,T=y,k=m*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=g,T=y,b=d*h,_=v*h,k=m*h*f,A=x*h*f;break;case 1:b=d,_=v,k=m*f,A=x*f,w=g*f*p,T=y*f*p;break;default:b=d,_=v,w=g*f,T=y*f,k=m*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,H,I),n.lerp(W,q,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=g(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=g(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(m,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":350,\"gl-cone3d\":268,\"gl-vec3\":380,\"gl-vec4\":416}],353:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":339,glslify:442}],354:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,m=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],g,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)m(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+v+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var Y=o+T[H][0],W=v+T[H][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(H=0;H<2;++H){var ot=it.positions[at[H]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var gt=($+dt+1)%3;for(V=0;V<2;++V){var mt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),q=0;q<2;++q){var vt=q?ht:1-ht;if(W=0|Math.min(Math.max(ft+q,0),a[1]),G=dt<2?this._field[gt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=mt*vt;nt[dt]+=yt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":353,\"binary-search-bounds\":103,\"bit-twiddle\":104,colormap:137,\"gl-buffer\":267,\"gl-mat4/invert\":299,\"gl-mat4/multiply\":301,\"gl-texture2d\":356,\"gl-vao\":361,ndarray:483,\"ndarray-gradient\":476,\"ndarray-ops\":478,\"ndarray-pack\":479,\"surface-nets\":591,\"typedarray-pool\":617}],355:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),i=t(\"pick-by-alias\"),a=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),f=t(\"parse-rect\"),h=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(i*=-1),i}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;H=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":104,\"color-normalize\":131,\"css-font\":150,\"detect-kerning\":181,\"es6-weak-map\":241,\"flatten-vertex-data\":252,\"font-atlas\":253,\"font-measure\":254,\"gl-util/context\":357,\"is-plain-obj\":457,\"object-assign\":487,\"parse-rect\":492,\"parse-unit\":494,\"pick-by-alias\":498,regl:540,\"to-px\":600,\"typedarray-pool\":617}],356:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var 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f(this.rightPoints,t,e)}return h(this.leftPoints,e)},a.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?f(this.rightPoints,t,r):h(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new i(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,\"count\",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,\"intervals\",{get:function(){return this.root?this.root.intervals([]):[]}})},{\"binary-search-bounds\":449}],449:[function(t,e,r){arguments[4][251][0].apply(r,arguments)},{dup:251}],450:[function(t,e,r){\"use strict\";e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r<t.length;++r)e[t[r]]=r;return e}},{}],451:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=r;return e}},{}],452:[function(t,e,r){e.exports=!0},{}],453:[function(t,e,r){function n(t){return!!t.constructor&&\"function\"==typeof t.constructor.isBuffer&&t.constructor.isBuffer(t)}\n",
+       "/*!\n",
+       " * Determine if an object is a Buffer\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
+       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],454:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],455:[function(t,e,r){\"use strict\";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],456:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],457:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],458:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],459:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],460:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],461:[function(t,e,r){!function(t,n){\"object\"==typeof r&&void 0!==e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,i){if(t)if(e){var a=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=i(o)).workerUrl=window.URL.createObjectURL(new Blob([a],{type:\"text/javascript\"}))}else e=i;else t=i}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return a.solve(t)}}a.prototype={clone:function(){return new a(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoint:function(t){return this.clone()._divByPoint(t)},mult:function(t){return this.clone()._mult(t)},div:function(t){return this.clone()._div(t)},rotate:function(t){return this.clone()._rotate(t)},rotateAround:function(t,e){return this.clone()._rotateAround(t,e)},matMult:function(t){return this.clone()._matMult(t)},unit:function(){return this.clone()._unit()},perp:function(){return this.clone()._perp()},round:function(){return this.clone()._round()},mag:function(){return Math.sqrt(this.x*this.x+this.y*this.y)},equals:function(t){return this.x===t.x&&this.y===t.y},dist:function(t){return Math.sqrt(this.distSqr(t))},distSqr:function(t){var e=t.x-this.x,r=t.y-this.y;return e*e+r*r},angle:function(){return Math.atan2(this.y,this.x)},angleTo:function(t){return Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return this.x=i,this.y=a,this},_round:function(){return this.x=Math.round(this.x),this.y=Math.round(this.y),this}},a.convert=function(t){return t instanceof a?t:Array.isArray(t)?new a(t[0],t[1]):t};var s=o(.25,.1,.25,1);function l(t,e,r){return Math.min(r,Math.max(e,t))}function c(t,e,r){var n=r-e,i=((t-e)%n+n)%n+e;return i===e?r:i}function u(t){for(var e=[],r=arguments.length-1;r-- >0;)e[r]=arguments[r+1];for(var n=0,i=e;n<i.length;n+=1){var a=i[n];for(var o in a)t[o]=a[o]}return t}var f=1;function h(){return f++}function p(){return function t(e){return e?(e^16*Math.random()>>e/4).toString(16):([1e7]+-[1e3]+-4e3+-8e3+-1e11).replace(/[018]/g,t)}()}function d(t){return!!t&&/^[0-9a-f]{8}-[0-9a-f]{4}-[4][0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$/i.test(t)}function g(t,e){t.forEach((function(t){e[t]&&(e[t]=e[t].bind(e))}))}function m(t,e){return-1!==t.indexOf(e,t.length-e.length)}function v(t,e,r){var n={};for(var i in t)n[i]=e.call(r||this,t[i],i,t);return n}function y(t,e,r){var n={};for(var i 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!H(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return H(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,Z(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!H(t))return t;var r=X(t),n=R.devicePixelRatio>=2||512===e?\"@2x\":\"\",i=B.supported?\".webp\":\"$1\";r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,\"\"+n+i),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var a=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||F.ACCESS_TOKEN;return F.REQUIRE_ACCESS_TOKEN&&a&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,a)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&H(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return 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r=e.parse(t[1],1,Bt);if(!r)return null;var n=[],i=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(i=e.expectedType);for(var a=1;a<t.length;a+=2){var o=1===a?-1/0:t[a],s=t[a+1],l=a,c=a+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,i);if(!u)return null;i=i||u.type,n.push([o,u])}return new qe(i,r,n)},qe.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;return n>=e[i-1]?r[i-1].evaluate(t):r[Ve(e,n)].evaluate(t)},qe.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},qe.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},qe.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var Ge=Object.freeze({__proto__:null,number:He,color:function(t,e,r){return new te(He(t.r,e.r,r),He(t.g,e.g,r),He(t.b,e.b,r),He(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return He(t,e[n],r)}))}}),Ye=6/29,We=3*Ye*Ye,Xe=Math.PI/180,Ze=180/Math.PI;function Je(t){return t>.008856451679035631?Math.pow(t,1/3):t/We+4/29}function Ke(t){return t>Ye?t*t*t:We*(t-4/29)}function Qe(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function $e(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function tr(t){var e=$e(t.r),r=$e(t.g),n=$e(t.b),i=Je((.4124564*e+.3575761*r+.1804375*n)/.95047),a=Je((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*a-16,a:500*(i-a),b:200*(a-Je((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function er(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*Ke(e),r=.95047*Ke(r),n=1.08883*Ke(n),new te(Qe(3.2404542*r-1.5371385*e-.4985314*n),Qe(-.969266*r+1.8760108*e+.041556*n),Qe(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function rr(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var nr={forward:tr,reverse:er,interpolate:function(t,e,r){return{l:He(t.l,e.l,r),a:He(t.a,e.a,r),b:He(t.b,e.b,r),alpha:He(t.alpha,e.alpha,r)}}},ir={forward:function(t){var e=tr(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*Ze;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*Xe,r=t.c;return er({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:rr(t.h,e.h,r),c:He(t.c,e.c,r),l:He(t.l,e.l,r),alpha:He(t.alpha,e.alpha,r)}}},ar=Object.freeze({__proto__:null,lab:nr,hcl:ir}),or=function(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var a=0,o=i;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1];this.labels.push(l),this.outputs.push(c)}};function sr(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}or.interpolationFactor=function(t,e,n,i){var a=0;if(\"exponential\"===t.name)a=sr(e,t.base,n,i);else if(\"linear\"===t.name)a=sr(e,1,n,i);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;a=new r(o[0],o[1],o[2],o[3]).solve(sr(e,1,n,i))}return a},or.parse=function(t,e){var r=t[0],n=t[1],i=t[2],a=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(i=e.parse(i,2,Bt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Ut:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<a.length;u+=2){var f=a[u],h=a[u+1],p=u+3,d=u+4;if(\"number\"!=typeof f)return e.error('Input/output pairs for 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a=Ve(e,n),o=e[a],s=e[a+1],l=or.interpolationFactor(this.interpolation,n,o,s),c=r[a].evaluate(t),u=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ge[this.type.kind.toLowerCase()](c,u,l):\"interpolate-hcl\"===this.operator?ir.reverse(ir.interpolate(ir.forward(c),ir.forward(u),l)):nr.reverse(nr.interpolate(nr.forward(c),nr.forward(u),l))},or.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},or.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},or.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var lr=function(t,e){this.type=t,this.args=e};lr.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var c=n&&i.some((function(t){return Jt(n,t.type)}));return new lr(c?qt:r,i)},lr.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length;i+=1){if(n++,(r=a[i].evaluate(t))&&r instanceof ie&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null!==r)break}return r},lr.prototype.eachChild=function(t){this.args.forEach(t)},lr.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},lr.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var cr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};cr.prototype.evaluate=function(t){return this.result.evaluate(t)},cr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1){t(r[e][1])}t(this.result)},cr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new cr(r,o):null},cr.prototype.outputDefined=function(){return this.result.outputDefined()},cr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return t.push(this.result.serialize()),t};var ur=function(t,e,r){this.type=t,this.index=e,this.input=r};ur.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Bt),n=e.parse(t[2],2,Wt(e.expectedType||qt));if(!r||!n)return null;var i=n.type;return new ur(i.itemType,r,n)},ur.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new ue(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new ue(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new ue(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},ur.prototype.eachChild=function(t){t(this.index),t(this.input)},ur.prototype.outputDefined=function(){return!1},ur.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var fr=function(t,e){this.type=jt,this.needle=t,this.haystack=e};fr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,qt),n=e.parse(t[2],2,qt);return r&&n?Kt(r.type,[jt,Nt,Bt,Ft,qt])?new fr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\"):null},fr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");return r.indexOf(e)>=0},fr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},fr.prototype.outputDefined=function(){return!0},fr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var hr=function(t,e,r){this.type=Bt,this.needle=t,this.haystack=e,this.fromIndex=r};hr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,qt),n=e.parse(t[2],2,qt);if(!r||!n)return null;if(!Kt(r.type,[jt,Nt,Bt,Ft,qt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Bt);return i?new hr(r,n,i):null}return new hr(r,n)},hr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},hr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},hr.prototype.outputDefined=function(){return!1},hr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var pr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};pr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of 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g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new pr(r,n,d,i,a,g):null},pr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(se(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},pr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},pr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},pr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];1===h.length?e.push(s(h[0])):e.push(h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var dr=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};dr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");var r;e.expectedType&&\"value\"!==e.expectedType.kind&&(r=e.expectedType);for(var n=[],i=1;i<t.length-1;i+=2){var a=e.parse(t[i],i,jt);if(!a)return null;var o=e.parse(t[i+1],i+1,r);if(!o)return null;n.push([a,o]),r=r||o.type}var s=e.parse(t[t.length-1],t.length-1,r);return s?new dr(r,n,s):null},dr.prototype.evaluate=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];if(i.evaluate(t))return a.evaluate(t)}return this.otherwise.evaluate(t)},dr.prototype.eachChild=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t(i),t(a)}t(this.otherwise)},dr.prototype.outputDefined=function(){return this.branches.every((function(t){t[0];return 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or?a.interpolation:void 0;return Ir(new Zr(n?\"camera\":\"composite\",t.value,a.labels,o))}Zr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Zr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},Zr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?or.interpolationFactor(this.interpolationType,t,e,r):0};var Kr=function(t,e){this._parameters=t,this._specification=e,It(this,function t(e,r){var n,i,a,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(Rr(r)?\"exponential\":\"interval\");if(o&&((e=It({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],te.parse(t[1])]}))),e.default?e.default=te.parse(e.default):e.default=te.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!ar[e.colorSpace])throw new Error(\"Unknown color space: 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n&&r<n.minimum?[new Ct(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Ct(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function en(t){var e,r,n,i=t.valueSpec,a=Ot(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===Fr(t.value.stops)&&\"array\"===Fr(t.value.stops[0])&&\"object\"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Ct(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,\"array must have at least one stop\"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,\"property functions not supported\")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'\"property\" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Fr(a))return[new Ct(s,a,\"array expected, \"+Fr(a)+\" found\")];if(2!==a.length)return[new Ct(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==Fr(a[0]))return[new Ct(s,a,\"object expected, \"+Fr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Ct(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Ct(s,a,\"object stop key must have value\")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(kn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Ct(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return zr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Ct(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Ct(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Ct(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Ct(t.key,c,\"integer expected, found \"+l)]}}function rn(t){var e=(\"property\"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Ct(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Ne(r,[\"zoom\",\"feature-state\"]))return[new Ct(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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on={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?un(t[1],t[2],\"==\"):\"!=\"===r?pn(un(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?un(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(cn))):\"all\"===r?[\"all\"].concat(t.slice(1).map(cn)):\"none\"===r?[\"all\"].concat(t.slice(1).map(cn).map(pn)):\"in\"===r?fn(t[1],t.slice(2)):\"!in\"===r?pn(fn(t[1],t.slice(2))):\"has\"===r?hn(t[1]):\"!has\"===r?pn(hn(t[1])):\"within\"!==r||t}function un(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(ln)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function hn(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function pn(t){return[\"!\",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==Fr(r))return[new Ct(n,r,\"array expected, \"+Fr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat(nn({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Ot(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Ot(r[1])&&o.push(new Ct(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new Ct(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=Fr(r[1]))&&o.push(new Ct(n+\"[1]\",r[1],\"string expected, \"+i+\" 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Br(zt(a))&&\"identity\"===Ot(a.type)&&f.push(new Ct(r,a,'\"text-font\" does not support identity 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Kr(t,e);if(Yr(t)){var r=Jr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=te.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var gi=function(t){this.property=t,this.value=new di(t,void 0)};gi.prototype.transitioned=function(t,e){return new vi(this.property,this.value,e,u({},t.transition,this.transition),t.now)},gi.prototype.untransitioned=function(){return new vi(this.property,this.value,null,{},0)};var mi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};mi.prototype.getValue=function(t){return x(this._values[t].value.value)},mi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new gi(this._values[t].property)),this._values[t].value=new di(this._values[t].property,null===e?void 0:x(e))},mi.prototype.getTransition=function(t){return x(this._values[t].transition)},mi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new gi(this._values[t].property)),this._values[t].transition=x(e)||void 0},mi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},mi.prototype.transitioned=function(t,e){for(var r=new yi(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},mi.prototype.untransitioned=function(){for(var t=new yi(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:\"constant\",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new gi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn(\"DataDrivenProperty\",Ti),Nn(\"DataConstantProperty\",wi),Nn(\"CrossFadedDataDrivenProperty\",ki),Nn(\"CrossFadedProperty\",Ai),Nn(\"ColorRampProperty\",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new mi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(In,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Pn,n,t,e,r))return!1}if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&((\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2i4\",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn(\"StructArrayLayout4i8\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i4i12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2i4ub8\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn(\"StructArrayLayout8ui2ub18\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn(\"StructArrayLayout4i4ui4i24\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn(\"StructArrayLayout3f12\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1ul4\",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn(\"StructArrayLayout6i1ul2ui20\",Vi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);qi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i2i2i12\",qi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);Hi.prototype.bytesPerElement=16,Nn(\"StructArrayLayout2f1f2i16\",Hi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2ub2f12\",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3ui6\",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=g,this.uint32[x+10]=m,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=g,this.uint16[L+15]=m,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn(\"StructArrayLayout8i15ui1ul4f68\",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1f4\",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3i6\",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn(\"StructArrayLayout1ul2ui8\",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2ui4\",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn(\"StructArrayLayout1ui2\",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2f8\",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn(\"StructArrayLayout4f16\",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn(\"CollisionBoxArray\",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn(\"PlacedSymbolArray\",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(Ci);oa.prototype.size=68;var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new oa(this,t)},e}(Xi);Nn(\"SymbolInstanceArray\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getoffsetX=function(t){return this.float32[1*t+0]},e}(Zi);Nn(\"GlyphOffsetArray\",la);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getx=function(t){return this.int16[3*t+0]},e.prototype.gety=function(t){return this.int16[3*t+1]},e.prototype.gettileUnitDistanceFromAnchor=function(t){return this.int16[3*t+2]},e}(Ji);Nn(\"SymbolLineVertexArray\",ca);var ua=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0}};return r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+0]},r.sourceLayerIndex.get=function(){return 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t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof bi&&zr(o.property.specification)){var s=Va(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new Ra(l.value,s):new Da(l.value,s,c),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=qa(a,c,\"source\");this.binders[a]=h?new Na(l,c,u,e,p,t.id):new Fa(l,s,c,p),i.push(\"/a_\"+a)}else{var d=qa(a,c,\"composite\");this.binders[a]=new Ba(l,s,c,u,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};ja.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Fa||e instanceof Ba?e.maxValue:0},ja.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Fa||o instanceof Ba||o instanceof Na)&&o.populatePaintArray(t,e,r,n,i)}},ja.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ra&&n.setConstantPatternPositions(t,e)}},ja.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof Fa||h instanceof Ba||h instanceof Na)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(c.start,c.end,u,t[o],i),a=!0}}}return a},ja.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Da||r instanceof Ra)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},ja.prototype.getPaintVertexBuffers=function(){return this._buffers},ja.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof Da||i instanceof Ra||i instanceof Ba)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},ja.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,c=o.binding;this.binders[l].setUniform(c,n,r.get(l),s)}},ja.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Na){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Fa||r instanceof Ba)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},ja.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Fa||r instanceof Ba||r instanceof Na)&&r.upload(t)}this.updatePaintBuffers()},ja.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Fa||e instanceof Ba||e instanceof Na)&&e.destroy()}};var Ua=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new ja(o,r,n,t)}this.needsUpload=!1,this._featureMap=new _a,this._bufferOffset=0};function Va(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function qa(t,e,r){var n={color:{source:ta,composite:ea},number:{source:Zi,composite:ta}},i=function(t){return{\"line-pattern\":{source:Bi,composite:Bi},\"fill-pattern\":{source:Bi,composite:Bi},\"fill-extrusion-pattern\":{source:Bi,composite:Bi}}[t]}(t);return 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(gs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),g+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn(\"FillExtrusionBucket\",Os,{omit:[\"layers\",\"features\"]});var Rs={paint:new Si({\"fill-extrusion-opacity\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ki(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=m[g],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),g=u*h-f*f,m=(h*p-f*d)/g,v=(u*d-f*p)/g,y=1-m-v,x=i.z*y+r.z*m+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),qs=Math.pow(2,14)/.5,Hs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Hs.prototype.populate=function(t,e,r){this.hasPattern=ds(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,g={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(g)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var m=0,v=i;m<v.length;m+=1){var y=v[m],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=gs(\"line\",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},Hs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Hs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},Hs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Hs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Hs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Hs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Hs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Hs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],m=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,g,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var L=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,g,P,I,h),\"fakeround\"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,m,-P,-I,h)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,h),this.addCurrentVertex(u,g,1,1,h,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,h,!0),this.addCurrentVertex(u,m,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,h),u=j}}}}},Hs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>qs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},Hs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},Hs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(qs-1):this.distance},Hs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn(\"LineBucket\",Hs,{omit:[\"layers\",\"patternFeatures\"]});var Gs=new Si({\"line-cap\":new wi(Lt.layout_line[\"line-cap\"]),\"line-join\":new Ti(Lt.layout_line[\"line-join\"]),\"line-miter-limit\":new wi(Lt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new wi(Lt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ti(Lt.layout_line[\"line-sort-key\"])}),Ys={paint:new Si({\"line-opacity\":new Ti(Lt.paint_line[\"line-opacity\"]),\"line-color\":new Ti(Lt.paint_line[\"line-color\"]),\"line-translate\":new wi(Lt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new wi(Lt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ti(Lt.paint_line[\"line-width\"]),\"line-gap-width\":new Ti(Lt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ti(Lt.paint_line[\"line-offset\"]),\"line-blur\":new Ti(Lt.paint_line[\"line-blur\"]),\"line-dasharray\":new Ai(Lt.paint_line[\"line-dasharray\"]),\"line-pattern\":new ki(Lt.paint_line[\"line-pattern\"]),\"line-gradient\":new Mi(Lt.paint_line[\"line-gradient\"])}),layout:Gs},Ws=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties[\"line-width\"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var t=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.gradient=Co(t,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=Ws.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new Hs(t)},e.prototype.queryRadius=function(t){var e=t,r=Zs(oo(\"line-width\",this,e),oo(\"line-gap-width\",this,e)),n=oo(\"line-offset\",this,e);return r/2+Math.abs(n)+so(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s){var l=lo(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*Zs(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){for(var r=[],n=new i(0,0),a=0;a<t.length;a++){for(var o=t[a],s=[],l=0;l<o.length;l++){var c=o[l-1],u=o[l],f=o[l+1],h=0===l?n:u.sub(c)._unit()._perp(),p=l===o.length-1?n:f.sub(u)._unit()._perp(),d=h._add(p)._unit(),g=d.x*p.x+d.y*p.y;d._mult(1/g),s.push(d._mult(e)._add(u))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(io(t,i[a]))return!0;if(Qa(t,i,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(Ei);function Zs(t,e){return e>0?e+2*t:t}var 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el(t,e,r){return t.sections.forEach((function(t){t.text=function(t,e,r){var n=e.layout.get(\"text-transform\").evaluate(r,{});return\"uppercase\"===n?t=t.toLocaleUpperCase():\"lowercase\"===n&&(t=t.toLocaleLowerCase()),hi.applyArabicShaping&&(t=hi.applyArabicShaping(t)),t}(t.text,e,r)})),t}var 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nl=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},il=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g},al=ol;function ol(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new 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e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readSFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===ol.Varint)for(;this.buf[this.pos++]>127;);else if(e===ol.Bytes)this.pos=this.readVarint()+this.pos;else if(e===ol.Fixed32)this.pos+=4;else{if(e!==ol.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),_l(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),_l(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),_l(this.buf,-1&t,this.pos),_l(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),_l(this.buf,-1&t,this.pos),_l(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0));if(t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos]=127&t}(r,0,e),function(t,e){var r=(7&t)<<4;if(e.buf[e.pos++]|=r|((t>>>=3)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;e.buf[e.pos++]=127&t}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&ul(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),il(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),il(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&ul(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,ol.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,fl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,gl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,pl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,dl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,ml,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,vl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,yl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,xl,e)},writeBytesField:function(t,e){this.writeTag(t,ol.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,ol.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,ol.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};function Tl(t,e,r){1===t&&r.readMessage(kl,e)}function kl(t,e,r){if(3===t){var n=r.readMessage(Al,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:i,bitmap:new So({width:o+6,height:s+6},a),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function Al(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}function Ml(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var f=u[c],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,g=d.x+1,m=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:g,y:m},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:g,y:m-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:g,y:m+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:g-1,y:m},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:g+v,y:m},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Ll.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},Nn(\"ImagePosition\",Sl),Nn(\"ImageAtlas\",Ll);var Cl={horizontal:1,vertical:2,horizontalOnly:3};var Pl=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};Pl.forText=function(t,e){var r=new Pl;return r.scale=t||1,r.fontStack=e,r},Pl.forImage=function(t){var e=new Pl;return e.imageName=t,e};var Il=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function Ol(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=Il.fromFeature(t,i);f===Cl.vertical&&v.verticalizePunctuation();var y=hi.processBidirectionalText,x=hi.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),jl(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new Il;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var A=0,M=x(v.text,v.sectionIndex,jl(v,c,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new Il;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,jl(v,c,a,e,n,p,d));var L=[],C={positionedLines:L,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,I=null,O=null,z=24,D=!(l===Cl.horizontal||!u&&!Zn(L)||u&&(zl[L]||(Y=L,Yn.Arabic(Y)||Yn[\"Arabic Supplement\"](Y)||Yn[\"Arabic Extended-A\"](Y)||Yn[\"Arabic Presentation Forms-A\"](Y)||Yn[\"Arabic Presentation Forms-B\"](Y))));if(S.imageName){var R=n[S.imageName];if(!R)continue;O=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]};var B=24-F[1]*S.scale;C=w+B,z=P.advance;var N=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;N>0&&N>A&&(A=N)}else{var j=r[S.fontStack],U=j&&j[L];if(U&&U.rect)I=U.rect,P=U.metrics;else{var V=e[S.fontStack],q=V&&V[L];if(!q)continue;P=q.metrics}C=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=z*S.scale+c):(k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=P.advance*S.scale+c)}if(0!==k.length){var H=h-c;d=Math.max(H,d),Vl(k,0,k.length-1,m,A)}h=0;var G=a*_+A;T.lineOffset=Math.max(A,w),p+=G,g=Math.max(G,g),++v}else p+=a,++v}var Y;var W=p- -17,X=Ul(o),Z=X.horizontalAlign,J=X.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c=(e-r)*i,u=0;u=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=h[f],d=0,g=p.positionedGlyphs;d<g.length;d+=1){var m=g[d];m.x+=c,m.y+=u}})(t.positionedLines,m,Z,J,d,g,a,W,i.length),t.top+=-J*W,t.bottom=t.top+W,t.left+=-Z*d,t.right=t.left+d}(C,e,r,n,m,o,s,l,f,c,h,g),!function(t){for(var e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var 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e=this.data,r=this.compare,n=this.length>>1,i=e[t];t<n;){var a=1+(t<<1),o=e[a],s=a+1;if(s<this.length&&r(e[s],o)<0&&(a=s,o=e[s]),r(o,i)>=0)break;e[t]=o,t=a}e[t]=i};var pc=Number.POSITIVE_INFINITY;function dc(t,e){return e[1]!==pc?function(t,e,r){var n=0,i=0;switch(e=Math.abs(e),r=Math.abs(r),t){case\"top-right\":case\"top-left\":case\"top\":i=r-7;break;case\"bottom-right\":case\"bottom-left\":case\"bottom\":i=7-r}switch(t){case\"top-right\":case\"bottom-right\":case\"right\":n=-e;break;case\"top-left\":case\"bottom-left\":case\"left\":n=e}return[n,i]}(t,e[0],e[1]):function(t,e){var r=0,n=0;e<0&&(e=0);var i=e/Math.sqrt(2);switch(t){case\"top-right\":case\"top-left\":n=i-7;break;case\"bottom-right\":case\"bottom-left\":n=7-i;break;case\"bottom\":n=7-e;break;case\"top\":n=e-7}switch(t){case\"top-right\":case\"bottom-right\":r=-i;break;case\"top-left\":case\"bottom-left\":r=i;break;case\"left\":r=e;break;case\"right\":r=-e}return[r,n]}(t,e[0])}function gc(t){switch(t){case\"right\":case\"top-right\":case\"bottom-right\":return\"right\";case\"left\":case\"top-left\":case\"bottom-left\":return\"left\"}return\"center\"}function mc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,g){var m=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get(\"text-rotate\").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,g=p.positionedGlyphs;d<g.length;d+=1){var m=g[d];if(m.rect){var v=m.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&m.vertical,T=m.metrics.advance*m.scale/2;if(l&&e.verticalizable){var k=24*(m.scale-1),A=(24-m.metrics.width*m.scale)/2;_=p.lineOffset/2-(m.imageName?-A:k)}if(m.imageName){var M=s[m.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[m.x+T,m.y]:[0,0],E=a?[0,0]:[m.x+T+r[0],m.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(m.metrics.left-y)*m.scale-T+E[0],P=(-m.metrics.top-y)*m.scale+E[1],I=C+v.w*m.scale/b,O=P+v.h*m.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=m.imageName?j:0,V=new i(22-j,-U),q=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(q),D._rotateAround(N,B)._add(V)._add(q),R._rotateAround(N,B)._add(V)._add(q),F._rotateAround(N,B)._add(V)._add(q)}if(c){var H=Math.sin(c),G=Math.cos(c),Y=[G,-H,H,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'):\"composite\"===v.kind&&((y=[128*d.compositeTextSizes[0].evaluate(s,{},g),128*d.compositeTextSizes[1].evaluate(s,{},g)])[0]>32640||y[1]>32640)&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'),t.addSymbols(t.text,m,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,g);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*m.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn(\"SymbolBuffers\",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn(\"CollisionBuffers\",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e[\"text-size\"]),this.iconSizeData=Gl(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),I=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,f),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(h,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(qi,$s.members,Qi),this.iconCollisionBox=new Ac(qi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn(\"SymbolBucket\",Mc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({\"symbol-placement\":new wi(Lt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new wi(Lt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new wi(Lt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ti(Lt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new wi(Lt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new wi(Lt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new wi(Lt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new wi(Lt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new wi(Lt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ti(Lt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new wi(Lt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new wi(Lt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ti(Lt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ti(Lt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new wi(Lt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new wi(Lt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ti(Lt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ti(Lt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new wi(Lt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new wi(Lt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new wi(Lt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ti(Lt.layout_symbol[\"text-field\"]),\"text-font\":new Ti(Lt.layout_symbol[\"text-font\"]),\"text-size\":new Ti(Lt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ti(Lt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new wi(Lt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ti(Lt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ti(Lt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ti(Lt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new wi(Lt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ti(Lt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new wi(Lt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new wi(Lt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ti(Lt.layout_symbol[\"text-rotate\"]),\"text-padding\":new wi(Lt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new wi(Lt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ti(Lt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ti(Lt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new wi(Lt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new wi(Lt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new wi(Lt.layout_symbol[\"text-optional\"])}),Ec={paint:new Si({\"icon-opacity\":new Ti(Lt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ti(Lt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ti(Lt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ti(Lt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ti(Lt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new wi(Lt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new wi(Lt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ti(Lt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ti(Lt.paint_symbol[\"text-color\"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ti(Lt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ti(Lt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ti(Lt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new wi(Lt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new wi(Lt.paint_symbol[\"text-translate-anchor\"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn(\"FormatSectionOverride\",Lc,{omit:[\"defaultValue\"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Xr(\"source\",o):new Zr(\"composite\",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({\"background-color\":new wi(Lt.paint_background[\"background-color\"]),\"background-pattern\":new Ai(Lt.paint_background[\"background-pattern\"]),\"background-opacity\":new wi(Lt.paint_background[\"background-opacity\"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({\"raster-opacity\":new wi(Lt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new wi(Lt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new wi(Lt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new wi(Lt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new wi(Lt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new wi(Lt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new wi(Lt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new wi(Lt.paint_raster[\"raster-fade-duration\"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,\"fill-extrusion\":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var qc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};qc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},qc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Hc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new qc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Hc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:qn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Hc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Hc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Hc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(Hn(e.error)):n(null,Hn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?qn(e):null,data:qn(n,a)},a)}:function(t){i=!0},s=null,l=Hn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Hc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Wc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn(\"CanonicalTileID\",eu),Nn(\"OverscaledTileID\",nu,{omit:[\"posMatrix\"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn(\"DEMData\",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),g=0,m=d;g<m.length;g+=1){var v=m[g];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),g=0;g<f.length;g++){var m=f[g];if(!(a&&a.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn(\"FeatureIndex\",uu,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||\"deferred\"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),g=new su(p,l,c,u,d);g.tile=f,t.push(g)}}}},du.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var 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r},t.makeRequest=yt,t.mapObject=v,t.mercatorXfromLng=Jc,t.mercatorYfromLat=Kc,t.mercatorZfromAltitude=Qc,t.mul=go,t.multiply=po,t.mvt=Ls,t.normalize=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t},t.number=He,t.offscreenCanvasSupported=pt,t.ortho=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t},t.parseGlyphPBF=function(t){return new al(t).readFields(Tl,[])},t.pbf=al,t.performSymbolLayout=function(t,e,r,n,i,a,o){t.createArrays();var s=512*t.overscaling;t.tilePixelRatio=8192/s,t.compareText={},t.iconsNeedLinear=!1;var l=t.layers[0].layout,c=t.layers[0]._unevaluatedLayout._values,u={};if(\"composite\"===t.textSizeData.kind){var f=t.textSizeData,h=f.minZoom,p=f.maxZoom;u.compositeTextSizes=[c[\"text-size\"].possiblyEvaluate(new 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m=(c+1)%2;(0===c?r-i<=d:n-i<=g)&&(o.push(f),o.push(p-1),o.push(m)),(0===c?r+i>=d:n+i>=g)&&(o.push(p+1),o.push(u),o.push(m))}}return s}(this.ids,this.coords,t,e,r,this.nodeSize)};var j={minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:function(t){return t}},U=function(t){this.options=X(Object.create(j),t),this.trees=new Array(this.options.maxZoom+1)};function V(t,e,r,n,i){return{x:t,y:e,zoom:1/0,id:r,parentId:-1,numPoints:n,properties:i}}function q(t,e){var r=t.geometry.coordinates,n=r[0],i=r[1];return{x:Y(n),y:W(i),zoom:1/0,index:e,parentId:-1}}function H(t){return{type:\"Feature\",id:t.id,properties:G(t),geometry:{type:\"Point\",coordinates:[(n=t.x,360*(n-.5)),(e=t.y,r=(180-360*e)*Math.PI/180,360*Math.atan(Math.exp(r))/Math.PI-90)]}};var e,r,n}function G(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return 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r=0;r<e.length;r+=3)t.minX=Math.min(t.minX,e[r]),t.minY=Math.min(t.minY,e[r+1]),t.maxX=Math.max(t.maxX,e[r]),t.maxY=Math.max(t.maxY,e[r+1])}function tt(t,e,r,n){if(e.geometry){var i=e.geometry.coordinates,a=e.geometry.type,o=Math.pow(r.tolerance/((1<<r.maxZoom)*r.extent),2),s=[],l=e.id;if(r.promoteId?l=e.properties[r.promoteId]:r.generateId&&(l=n||0),\"Point\"===a)et(i,s);else if(\"MultiPoint\"===a)for(var c=0;c<i.length;c++)et(i[c],s);else if(\"LineString\"===a)rt(i,s,o,!1);else if(\"MultiLineString\"===a){if(r.lineMetrics){for(c=0;c<i.length;c++)s=[],rt(i[c],s,o,!1),t.push(Q(l,\"LineString\",s,e.properties));return}nt(i,s,o,!1)}else if(\"Polygon\"===a)nt(i,s,o,!0);else{if(\"MultiPolygon\"!==a){if(\"GeometryCollection\"===a){for(c=0;c<e.geometry.geometries.length;c++)tt(t,{id:l,geometry:e.geometry.geometries[c],properties:e.properties},r,n);return}throw new Error(\"Input data is not a valid GeoJSON object.\")}for(c=0;c<i.length;c++){var 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r=[],n=0;n<t.length;n++){var i,a=t[n],o=a.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)i=gt(a.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){i=[];for(var s=0;s<a.geometry.length;s++)i.push(gt(a.geometry[s],e))}else if(\"MultiPolygon\"===o)for(i=[],s=0;s<a.geometry.length;s++){for(var l=[],c=0;c<a.geometry[s].length;c++)l.push(gt(a.geometry[s][c],e));i.push(l)}r.push(Q(a.id,o,i,a.tags))}return r}function gt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function mt(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(vt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(vt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function 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u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else\"Feature\"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new m(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(q(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?H(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?H(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,g=o&&h>1?this._map(c,!0):null,m=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=m,o&&(g||(g=this._map(c,!0)),o(g,this._map(b)))}}1===h?r.push(c):(c.parentId=m,r.push(V(p/h,d/h,m,h,g)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(g=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),m=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],g=t.createExpression(d),m=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=g.value,a[f]=m.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON 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t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!t||4===t.length&&(!(t[0]<0||e.data.width<t[0])&&(!(t[1]<0||e.data.height<t[1])&&(!(t[2]<0||e.data.width<t[2])&&(!(t[3]<0||e.data.height<t[3])&&(!(t[2]<t[0])&&!(t[3]<t[1]))))))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=m,d=m,g=1e20;function m(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-g,n[1]=+g;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+g}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?g:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?g:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var g=n-Math.abs(d);p=Math.sqrt(h*h+g*g)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var 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e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),kt=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new wt(t,a),n&&(this.depthAttachment=new Tt(t,a))};kt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||qt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):Ht(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),g=f.slice(),m=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],g[g.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-a),1)):a++,c=g[g.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),g.splice(g.length-i,0,o),m[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ue(y.numGlyphs,h);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,g);m=S.useVertical,(S.notEnoughRoom||m||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,g).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(f-1),m=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!m)return null;var v=le(t*g,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(m,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}g=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)g.push(le(m*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));g.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(m*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};g=[O]}for(var z=0,D=g;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,g=0;i&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=h[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[m]=k.point;else{var A=m-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[i];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[g+0],f[g+1],f[g+2],f[g+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var m=this.circleCells[i];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=te(g,o),v=ee(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(g,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var q=0;q<V;q++){var H=q/Math.max(V-1,1),G=S.lerp(H),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]={}),!f[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(f[m.bucketInstanceId][m.featureIndex]=!0,void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]=[]),h[m.bucketInstanceId].push(m.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var ge=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};ge.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var me=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=pe(n,1,this.transform.zoom),g=Qt(f,h,p,this.transform,d),m=null;if(h){var v=$t(f,h,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=[f.textOffset0,f.textOffset1],v=be(t,r,n,m,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(g=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:g},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,g=a.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new me(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(m,t,a,s,c,b,_,f,l,g,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var q=i.prevPlacement.variableOffsets[e.crossTileID];q&&(i.variableOffsets[e.crossTileID]=q,i.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,g.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,g.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,g.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,g.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new me(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new ge(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new ge(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new ge(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new ge(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new ge(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,g=a.crossTileID,m=r[g],v=i.opacities[g];m?v=o:v||(v=p,i.opacities[g]=v),r[g]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[g];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},Ue=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ve=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),qe=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),He=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(qe,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var g=this._order[d];if(r(g))for(var m=i.length-1;m>=0;m--){var v=i[m].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][g];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=g[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,g=c;d<g.length;d+=1)p();var m=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var v in s)m(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var g=0,m=this._order;g<m.length;g+=1){var v=m[g],y=this._layers[v];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);He.getSourceType=function(t){return D[t]},He.setSourceType=function(t,e){D[t]=e},He.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ye=yr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),We=yr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=yr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=yr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Je=yr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=yr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Qe=yr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),$e=yr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),tr=yr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),er=yr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),rr=yr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),nr=yr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=yr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),or=yr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),sr=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),lr=yr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),cr=yr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),ur=yr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=yr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),pr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),dr=yr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),gr=yr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),mr=yr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),vr=yr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function yr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:gr,symbolSDF:mr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ye.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=a.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=a.getAttribLocation(this.program,g.name))}for(var m=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=pe(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Pr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Or=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:pe(e,1,r),u_intensity:n}};function Dr(e,r){var n=Math.pow(2,r.canonical.z),i=r.canonical.y;return[new t.MercatorCoordinate(0,i/n).toLngLat().lat,new t.MercatorCoordinate(0,(i+1)/n).toLngLat().lat]}var Rr=function(e,r,n){var i=e.transform;return{u_matrix:Ur(e,r,n),u_ratio:1/pe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n){return t.extend(Rr(e,r,n),{u_image:0})},Br=function(e,r,n,i){var a=e.transform,o=jr(r,a);return{u_matrix:Ur(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/pe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Nr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=jr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:qr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function qr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Hr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var g=i[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(g.posMatrix,m,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!Hr||Hr.length<2*h)&&(Hr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(Hr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<h.length;m++){var v=h.get(m),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=g[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==g.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===I.kind||\"camera\"===I.kind;U=O||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var q=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||q||O?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var H=pe(S,1,e.transform.zoom),G=Qt(M.posMatrix,v,m,e.transform,H),Y=$t(M.posMatrix,v,m,e.transform,H),W=w&&E.hasTextData(),X=\"none\"!==n.layout.get(\"icon-text-fit\")&&W&&E.hasIconData();y&&ne(E,M.posMatrix,e,a,G,Y,v,u);var Z=e.translatePosMatrix(M.posMatrix,S,o,s),J=y||a&&w||X?Qr:G,K=e.translatePosMatrix(Y,S,o,s,!0),Q=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),$={program:z,buffers:L,uniformValues:P?E.iconsInText?Wr(I.kind,D,x,v,e,Z,J,K,R,F):Yr(I.kind,D,x,v,e,Z,J,K,a,R,!0):Gr(I.kind,D,x,v,e,Z,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:Q};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Er(S,t,g,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,g,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?kr(k,t,A,h,g,f,m):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),i=r.paint.get(\"hillshade-highlight-color\"),a=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function gn(t){var e=t.transform.padding;mn(t,t.transform.height-(e.top||0),3,un),mn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function mn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,g=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,m=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(m+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,m+\" \"+p+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,g),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var bn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Mt.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=g.textSizeData,v=t.evaluateSizeForZoom(m,l.zoom),y=pe(d,1,r.transform.zoom),x=Qt(p.posMatrix,u,c,r.transform,y),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(v){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(g,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Kr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<i.length;g++){var m=i[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),g=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,g,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(h){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),M.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):\"translucent\"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,g=f;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},m):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o=\"3d\"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<i.length;g++){var m=i[g];if(this.style._layers[m].is3D()){this.opaquePassCutoff=g;break}}this.renderPass=\"offscreen\";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&gn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-g.zoom)-2;if(g.zoom===h||w>T&&g.zoom>=l)f.push({tileID:new t.OverscaledTileID(g.zoom===h?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(m<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:g.aabb.quadrant(k),zoom:g.zoom+1,x:A,y:M,wrap:g.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<a&&(i=a+m),g+m>o&&(i=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),g=Math.sin(this.angle),m=s-Math.round(s)+d*h+g*p,v=l-Math.round(l)+d*p+g*h,y=new Float64Array(f);if(t.translate(y,y,[m>.5?m-1:m,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var qn=function(t){this.reset(),this.numTouches=t.numTouches};qn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},qn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},qn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},qn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Hn=function(t){this.singleTap=new qn(t),this.numTaps=t.numTaps,this.reset()};Hn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Hn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Hn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Hn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new Hn({numTouches:1,numTaps:2}),this._zoomOut=new Hn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new Hn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var gi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},mi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add(\"boxZoom\",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new fi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ii;this._add(\"touchPitch\",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new li(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new oi;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new jn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(gi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var g=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(g=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,g,h,n),g&&g.needsRenderFrame&&this._triggerRenderFrame()),(g||p.isActive())&&(o[h]=p)}}var m={};for(var v in this._previousActiveHandlers)o[v]||(m[v]=n);this._previousActiveHandlers=o,(Object.keys(m).length||vi(i))&&(this._changes.push([i,a,m]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=gi(this._eventsInProgress),a=gi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var g=this._eventsInProgress[d],m=g.handlerName,v=g.originalEvent;this._handlersById[m].isActive()||(delete this._eventsInProgress[d],h=r[m]||v,p[d+\"end\"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=gi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new mi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),g=p.sub(d),m=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/g.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),g=i.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=i.project(g),b=i.project(m).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var g=i.zoomScale(i.zoom-a),m=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(g));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),g=t.Point.convert(e.offset),m=a.centerPoint.add(g),v=a.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),m=a.centerPoint.add(g));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};bi.prototype.getDefaultPosition=function(){return\"bottom-right\"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},bi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var _i=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return\"bottom-left\"},_i.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Ai))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new He(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new He(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,g=r.data,m=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(g)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:m}),m.onAdd&&m.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Ri=\"denied\"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ni--,ji=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:\"metric\"},qi=function(e){this.options=t.extend({},Vi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Hi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\"));else Gi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else if(r&&\"nautical\"===r.unit){Gi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Gi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(\"\"+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}qi.prototype.getDefaultPosition=function(){return\"bottom-left\"},qi.prototype._onMove=function(){Hi(this._map,this._container,this.options)},qi.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},qi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},qi.prototype.setUnit=function(t){this.options.unit=t,Hi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?[\"top\"]:a.y>this._map.transform.height-u?[\"bottom\"]:[],a.x<c/2?l.push(\"left\"):a.x>this._map.transform.width-c/2&&l.push(\"right\"),o=0===l.length?\"bottom\":l.join(\"-\")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+\" translate(\"+f.x+\"px,\"+f.y+\"px)\"),Di(this._container,o,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:qi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:He,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Zi})),r}))},{}],462:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=a(t,n);return r};var n=t(\"convex-hull\");function i(t,e,r){for(var n=new Array(t),i=0;i<t;++i)n[i]=0,i===e&&(n[i]+=.5),i===r&&(n[i]+=.5);return n}function a(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],a=[],o=0;o<=t;++o)if(e&1<<o){r.push(i(t,o-1,o-1)),a.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(i(t,o-1,s-1)),a.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],f=[];for(s=0;s<u.length;++s){if(!a[u[s]])continue t;f.push(a[u[s]].slice())}c.push(f)}return c}},{\"convex-hull\":141}],463:[function(t,e,r){var n=t(\"./normalize\"),i=t(\"gl-mat4/create\"),a=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=i(),f=i(),h=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(a(f,u),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)<1e-8))return!1;var y,x,b,_,w,T,k,A=u[3],M=u[7],S=u[11],E=u[12],L=u[13],C=u[14],P=u[15];if(0!==A||0!==M||0!==S){if(h[0]=A,h[1]=M,h[2]=S,h[3]=P,!s(f,f))return!1;l(f,f),y=m,b=f,_=(x=h)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=L,e[2]=C,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),i[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-i[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),i[0]/=r[1],i[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-i[1]),i[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-i[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),i[1]/=r[2],i[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":464,\"gl-mat4/clone\":284,\"gl-mat4/create\":286,\"gl-mat4/determinant\":287,\"gl-mat4/invert\":299,\"gl-mat4/transpose\":312,\"gl-vec3/cross\":368,\"gl-vec3/dot\":373,\"gl-vec3/length\":383,\"gl-vec3/normalize\":390}],464:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i<16;i++)t[i]=e[i]*n;return!0}},{}],465:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),i=t(\"mat4-recompose\"),a=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=f(),c=f(),u=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function 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n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&&(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&&(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&&(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{\"gl-mat4/create\":286,\"gl-mat4/fromRotationTranslation\":290,\"gl-mat4/identity\":297,\"gl-mat4/multiply\":301,\"gl-mat4/scale\":309,\"gl-mat4/translate\":311}],467:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],468:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),i=t(\"mat4-interpolate\"),a=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),f=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),h=[0,0,0];function 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i=this.computedMatrix,a=i[0],o=i[4],s=i[8],u=i[1],f=i[5],h=i[9],p=i[2],d=i[6],g=i[10],m=e*a+r*u,v=e*o+r*f,y=e*s+r*h,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,A=k[0],M=k[1],S=k[2],E=k[3],L=A*w+E*x+M*_-S*b,C=M*w+E*b+S*x-A*_,P=S*w+E*_+A*b-M*x,I=E*w-A*x-M*b-S*_;if(n){x=p,b=d,_=g;var O=Math.sin(n)/l(x,b,_);x*=O,b*=O,_*=O,I=I*(w=Math.cos(e))-(L=L*w+I*x+C*_-P*b)*x-(C=C*w+I*b+P*x-L*_)*b-(P=P*w+I*_+L*b-C*x)*_}var z=c(L,C,P,I);z>1e-6?(L/=z,C/=z,P/=z,I/=z):(L=C=P=0,I=1),this.rotation.set(t,L,C,P,I)},h.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var a=this.computedMatrix;i(a,e,r,n);var o=this.computedRotation;s(o,a[0],a[1],a[2],a[4],a[5],a[6],a[8],a[9],a[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},h.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},h.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,l=n[13]/i,c=n[14]/i;this.recalcMatrix(t);var f=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*f,l-n[6]*f,c-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},h.getDistanceLimits=function(t){var e=this.radius.bounds;return 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+       "/*!\n",
+       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT license.\n",
+       " */\n",
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+       "/*\n",
+       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
+       " * @license MIT\n",
+       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
+       " */\n",
+       "var n,i=t(\"./lib/build-log\"),a=t(\"./lib/epsilon\"),o=t(\"./lib/intersecter\"),s=t(\"./lib/segment-chainer\"),l=t(\"./lib/segment-selector\"),c=t(\"./lib/geojson\"),u=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?u=i():!1===t&&(u=!1),!1!==u&&u.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,u);return 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],511:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return 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n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&\"hex\"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:569,\"stream-parser\":585}],514:[function(t,e,r){\"use strict\";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if(\"II*\\0\"!==i&&\"MM\\0*\"!==i)throw n(\"invalid TIFF 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0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n(\"unexpected EOF\",\"EBADDATA\");for(var d=[],g=h,m=0;m<c;m++,g+=u){var v=this.exif_format_read(l,g);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&\"\\0\"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],515:[function(t,e,r){\"use strict\";var n=t(\"./common\").readUInt16BE,i=t(\"./common\").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case\"ispe\":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case\"irot\":e.transforms.push({type:\"irot\",value:3&n.data[0]});break;case\"imir\":e.transforms.push({type:\"imir\",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),g=s(t,l+r,i);e.item_loc[u]={length:g,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if(\"infe\"===s.boxtype){for(var l=n(s.data,4),c=\"\",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;\"ipco\"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;\"iprp\"===n.boxtype&&u(n.data,e),\"iloc\"===n.boxtype&&l(n.data,e),\"iinf\"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return t.height>e.height||t.height===e.height&&t.width>e.width?t:e})),n.width>i.height||n.width===i.height&&n.height>i.width?n:i),s=1;e.transforms.forEach((function(t){var e={1:6,2:5,3:8,4:7,5:4,6:3,7:2,8:1},r={1:4,2:3,3:2,4:1,5:6,6:5,7:8,8:7};if(\"imir\"===t.type&&(s=0===t.value?r[s]:e[s=e[s=r[s]]]),\"irot\"===t.type)for(var n=0;n<t.value;n++)s=e[s]}));var f=null;return e.item_inf.Exif&&(f=e.item_loc[e.item_inf.Exif]),{width:o.width,height:o.height,orientation:e.transforms.length?s:null,variants:e.sizes,exif_location:f}}},e.exports.getMimeType=function(t){var e=String.fromCharCode.apply(null,t.slice(0,4)),r={};r[e]=!0;for(var n=8;n<t.length;n+=4)r[String.fromCharCode.apply(null,t.slice(n,n+4))]=!0;if(r.mif1||r.msf1||r.miaf)return\"avif\"===e||\"avis\"===e||\"avio\"===e?{type:\"avif\",mime:\"image/avif\"}:\"heic\"===e||\"heix\"===e?{type:\"heic\",mime:\"image/heic\"}:\"hevc\"===e||\"hevx\"===e?{type:\"heic\",mime:\"image/heic-sequence\"}:r.avif||r.avis?{type:\"avif\",mime:\"image/avif\"}:r.heic||r.heix||r.hevc||r.hevx||r.heis?r.msf1?{type:\"heif\",mime:\"image/heif-sequence\"}:{type:\"heif\",mime:\"image/heif\"}:{type:\"avif\",mime:\"image/avif\"}}},{\"./common\":513}],516:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=t(\"../miaf_utils\"),s=t(\"../exif_utils\"),l=n(\"ftyp\");e.exports=function(t){if(i(t,4,l)){var e=o.unbox(t,0);if(e){var r=o.getMimeType(e.data);if(r){for(var n,c=e.end;;){var u=o.unbox(t,c);if(!u)break;if(c=u.end,\"mdat\"===u.boxtype)return;if(\"meta\"===u.boxtype){n=u.data;break}}if(n){var f=o.readSizeFromMeta(n);if(f){var h={width:f.width,height:f.height,type:r.type,mime:r.mime,wUnits:\"px\",hUnits:\"px\"};if(f.variants.length>1&&(h.variants=f.variants),f.orientation&&(h.orientation=f.orientation),f.exif_location&&f.exif_location.offset+f.exif_location.length<=t.length){var p=a(t,f.exif_location.offset),d=t.slice(f.exif_location.offset+p+4,f.exif_location.offset+f.exif_location.length),g=s.get_orientation(d);g>0&&(h.orientation=g)}return h}}}}}}},{\"../common\":513,\"../exif_utils\":514,\"../miaf_utils\":515}],517:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt16LE,o=n(\"BM\");e.exports=function(t){if(!(t.length<26)&&i(t,0,o))return{width:a(t,18),height:a(t,22),type:\"bmp\",mime:\"image/bmp\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":513}],518:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt16LE,o=n(\"GIF87a\"),s=n(\"GIF89a\");e.exports=function(t){if(!(t.length<10)&&(i(t,0,o)||i(t,0,s)))return{width:a(t,6),height:a(t,8),type:\"gif\",mime:\"image/gif\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":513}],519:[function(t,e,r){\"use strict\";var n=t(\"../common\").readUInt16LE;e.exports=function(t){var e=n(t,0),r=n(t,2),i=n(t,4);if(0===e&&1===r&&i){for(var a=[],o={width:0,height:0},s=0;s<i;s++){var 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n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\"),m=t(\"array-find-index\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},v.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, 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borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return 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r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data 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t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=v.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:v.fract32(t,p),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var 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E,L=n,C=L.count,P=L.color,I=L.borderColor,O=L.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=h[4*D],E[8*z+1]=h[4*D+1],E[8*z+2]=h[4*D+2],E[8*z+3]=h[4*D+3];var R=I[z];E[8*z+4]=h[4*R],E[8*z+5]=h[4*R+1],E[8*z+6]=h[4*R+2],E[8*z+7]=h[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}O({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return 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i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return 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s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag 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u=0;u<s.columns;u++)s.bounds[u]=a(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:M.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],I=E[3];M.viewport=[x+L*v+S[0],b+C*y+S[1],x+P*v-S[2],b+I*y-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var c=e[i],u=this.traces[i],f=u.passes,h=u.passOffset;f=f.map((function(t,e){n[h+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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+       "/*!\n",
+       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT License.\n",
+       " */\n",
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i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},{\"../main\":644,\"object-assign\":487}],636:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":644,\"object-assign\":487}],642:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function 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n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":803,\"../../plot_api/plot_template\":843,\"../../registry\":931}],652:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),g=r.hoverlabel||{};if(d){var m=a(\"hoverlabel.bgcolor\",g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",g.bordercolor||i.contrast(m));n.coerceFont(a,\"hoverlabel.font\",{family:g.font.family,size:g.font.size,color:g.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":803,\"../color\":666}],653:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":831,\"fast-isnumeric\":249}],654:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=f[d],m=i.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)i.getFromId(p,m)._annIndices.push(e._index);if(i.coercePosition(e,p,a,m,g,.5),u){var v=\"a\"+g,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var x=\"pixel\"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(g+\"anchor\"),a(g+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),u&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),c){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:\"annotations\",handleItemDefaults:l})}},{\"../../lib\":803,\"../../plots/array_container_defaults\":849,\"../../plots/cartesian/axes\":854,\"./attributes\":649,\"./common_defaults\":652}],655:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../plots/cartesian/axes\"),c=t(\"../color\"),u=t(\"../drawing\"),f=t(\"../fx\"),h=t(\"../../lib/svg_text_utils\"),p=t(\"../../lib/setcursor\"),d=t(\"../dragelement\"),g=t(\"../../plot_api/plot_template\").arrayEditor,m=t(\"./draw_arrow_head\");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var A=g(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var L=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),O=I.append(\"g\").classed(\"annotation-text-g\",!0),z=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||z,R=O.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var q=e.font,H=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(H);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,q).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),g=u.bBox((f?n:G).node()),b=g.width,_=g.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),q=Math.round(D+2*N);function H(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=q*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var gt=e[\"a\"+et];if(tt=ot*H(.5,e.xanchor)-st*H(.5,e.yanchor),nt===rt){var mt=l.getRefType(nt);\"domain\"===mt?(\"y\"===et&&(gt=1-gt),ft.tail=it._offset+it._length*gt):\"paper\"===mt?\"y\"===et?(gt=1-gt,ft.tail=T.t+T.h*gt):ft.tail=T.l+T.w*gt:ft.tail=it._offset+it.r2p(gt),K=tt}else ft.tail=J+gt,K=tt+gt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*H($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-g.top,Tt=N+bt-g.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select(\"rect\").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,q-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-q/2)),O.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){I.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,g=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,g,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),z=+j.attr(\"height\"),D=g-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,q=e.arrowcolor,H=e.arrowside,G=I.append(\"g\").style({opacity:c.opacity(q)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(q));if(m(Y,H,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var 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n.coerce(t,e,s,r,i)}function c(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":803,\"../../plots/array_container_defaults\":849,\"../../plots/cartesian/axes\":854,\"../annotations/common_defaults\":652,\"./attributes\":658}],661:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,i=t(\"../../plots/gl3d/project\"),a=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var 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g={xcalendar:p(d(\"x\"))},m=i.extendFlat({},g,{ycalendar:p(d(\"y\"))}),v=i.extendFlat({},m,{zcalendar:p(d(\"z\"))}),y=p([\"Sets the calendar system to use for `range` and `tick0`\",\"if this is a date axis. 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B,V,q,H,G,Y,W,X,Z,J,K,Q,$,tt=[],et=[],rt={hLinePoint:null,vLinePoint:null},nt=!1;if(Array.isArray(e))for(S=\"array\",q=0;q<e.length;q++)(G=t.calcdata[e[q].curveNumber||0])&&(Y=G[0].trace,\"skip\"!==G[0].trace.hoverinfo&&(et.push(G),\"h\"===Y.orientation&&(nt=!0)));else{for(H=0;H<t.calcdata.length;H++)G=t.calcdata[H],\"skip\"!==(Y=G[0].trace).hoverinfo&&v.isTraceInSubplots(Y,s)&&(et.push(G),\"h\"===Y.orientation&&(nt=!0));var it,at;if(!e.target)it=\"xpx\"in e?e.xpx:b[0]._length/2,at=\"ypx\"in e?e.ypx:_[0]._length/2;else{if(!1===c.triggerHandler(t,\"plotly_beforehover\",e))return;var ot=e.composedPath&&e.composedPath()[0];ot||(ot=e.target);var st=ot.getBoundingClientRect();it=e.clientX-st.left,at=e.clientY-st.top,l._calcInverseTransform(t);var lt=o.apply3DTransform(l._invTransform)(it,at);if(it=lt[0],at=lt[1],it<0||it>b[0]._length||at<0||at>_[0]._length)return d.unhoverRaw(t,e)}if(e.pointerX=it+b[0]._offset,e.pointerY=at+_[0]._offset,B=\"xval\"in e?v.flat(s,e.xval):v.p2c(b,it),V=\"yval\"in e?v.flat(s,e.yval):v.p2c(_,at),!i(B[0])||!i(V[0]))return o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ct=1/0;function ut(t,r){for(H=0;H<et.length;H++)if((G=et[H])&&G[0]&&G[0].trace&&!0===(Y=G[0].trace).visible&&0!==Y._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(Y._module.name)){if(\"splom\"===Y.type?W=s[X=0]:(W=v.getSubplot(Y),X=s.indexOf(W)),Z=S,v.isUnifiedHover(Z)&&(Z=Z.charAt(0)),Q={cd:G,trace:Y,xa:b[X],ya:_[X],maxHoverDistance:P,maxSpikeDistance:O,index:!1,distance:Math.min(ct,P),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:Y.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},l[W]&&(Q.subplot=l[W]._subplot),l._splomScenes&&l._splomScenes[Y.uid]&&(Q.scene=l._splomScenes[Y.uid]),$=tt.length,\"array\"===Z){var n=e[H];\"pointNumber\"in n?(Q.index=n.pointNumber,Z=\"closest\"):(Z=\"\",\"xval\"in n&&(J=n.xval,Z=\"x\"),\"yval\"in 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x=y[0];i(x.x0)&&i(x.y0)&&(h=ht(x),(!rt.hLinePoint||rt.hLinePoint.spikeDistance>h.spikeDistance)&&(rt.hLinePoint=h))}}}}}function ft(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function ht(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ut();var pt={fullLayout:l,container:l._hoverlayer,event:e},dt=t._spikepoints,gt={vLinePoint:rt.vLinePoint,hLinePoint:rt.hLinePoint};t._spikepoints=gt;var mt=function(){tt.sort((function(t,e){return t.distance-e.distance})),tt=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];m.traceIs(s.trace,\"bar-like\")||m.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(tt,S)};mt();var vt=S.charAt(0),yt=(\"x\"===vt||\"y\"===vt)&&tt[0]&&L[tt[0].trace.type];if(g&&0!==O&&0!==tt.length){var xt=ft(tt.filter((function(t){return t.ya.showspikes})),O,yt);rt.hLinePoint=ht(xt);var bt=ft(tt.filter((function(t){return t.xa.showspikes})),O,yt);rt.vLinePoint=ht(bt)}if(0===tt.length){var _t=d.unhoverRaw(t,e);return!g||null===rt.hLinePoint&&null===rt.vLinePoint||F(dt)&&R(t,rt,pt),_t}g&&F(dt)&&R(t,rt,pt);if(v.isXYhover(Z)&&0!==tt[0].length&&\"splom\"!==tt[0].trace.type){var wt=tt[0],Tt=(tt=E[wt.trace.type]?tt.filter((function(t){return t.trace.index===wt.trace.index})):[wt]).length,kt=N(\"x\",wt,l),At=N(\"y\",wt,l);ut(kt,At);var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<Tt;Mt++)Ct(tt[Mt]);for(Mt=tt.length-1;Mt>Tt-1;Mt--)Ct(tt[Mt]);tt=St,mt()}var Pt=t._hoverdata,It=[],Ot=j(t),zt=U(t);for(q=0;q<tt.length;q++){var Dt=tt[q],Rt=v.makeEventData(Dt,Dt.trace,Dt.cd);if(!1!==Dt.hovertemplate){var Ft=!1;Dt.cd[Dt.index]&&Dt.cd[Dt.index].ht&&(Ft=Dt.cd[Dt.index].ht),Dt.hovertemplate=Ft||Dt.trace.hovertemplate||!1}if(Dt.xa&&Dt.ya){var Bt=Dt.x0+Dt.xa._offset,Nt=Dt.x1+Dt.xa._offset,jt=Dt.y0+Dt.ya._offset,Ut=Dt.y1+Dt.ya._offset,Vt=Math.min(Bt,Nt),qt=Math.max(Bt,Nt),Ht=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+zt,x1:qt+zt,y0:Ht+Ot,y1:Gt+Ot}}Dt.eventData=[Rt],It.push(Rt)}t._hoverdata=It;var Yt=\"y\"===S&&(et.length>1||tt.length>1)||\"closest\"===S&&nt&&tt.length>1,Wt=p.combine(l.plot_bgcolor||p.background,l.paper_bgcolor),Xt=I(tt,{gd:t,hovermode:S,rotateLabels:Yt,bgColor:Wt,container:l._hoverlayer,outerContainer:l._paper.node(),commonLabelOpts:l.hoverlabel,hoverdistance:l.hoverdistance});v.isUnifiedHover(S)||(!function(t,e,r){var n,i,a,o,s,l,c,u=0,f=1,h=t.size(),p=new Array(h),d=0;function g(t){var e=t[0],r=t[t.length-1];if(i=e.pmin-e.pos-e.dp+e.size,a=r.pos+r.dp+r.size-e.pmax,i>.01){for(s=t.length-1;s>=0;s--)t[s].dp+=i;n=!1}if(!(a<.01)){if(i<-.01){for(s=t.length-1;s>=0;s--)t[s].dp-=a;n=!1}if(n){var c=0;for(o=0;o<t.length;o++)(l=t[o]).pos+l.dp+l.size>e.pmax&&c++;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos>e.pmax-1&&(l.del=!0,c--);for(o=0;o<t.length&&!(c<=0);o++)if((l=t[o]).pos<e.pmin+1)for(l.del=!0,c--,a=2*l.size,s=t.length-1;s>=0;s--)t[s].dp-=a;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos+l.dp+l.size>e.pmax&&(l.del=!0,c--)}}}t.each((function(t){var n=t[e],i=\"x\"===n._id.charAt(0),a=n.range;0===d&&a&&a[0]>a[1]!==i&&(f=-1),p[d++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(i?T:1)/2,pmin:0,pmax:i?r.width:r.height}]})),p.sort((function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)}));for(;!n&&u<=h;){for(u++,n=!0,o=0;o<p.length-1;){var m=p[o],v=p[o+1],y=m[m.length-1],x=v[0];if((i=y.pos+y.dp+y.size-x.pos-x.dp+x.size)>.01&&y.pmin===x.pmin&&y.pmax===x.pmax){for(s=v.length-1;s>=0;s--)v[s].dp+=i;for(m.push.apply(m,v),p.splice(o+1,1),c=0,s=m.length-1;s>=0;s--)c+=m[s].dp;for(a=c/m.length,s=m.length-1;s>=0;s--)m[s].dp-=a;n=!1}else o++}p.forEach(g)}for(o=p.length-1;o>=0;o--){var b=p[o];for(s=b.length-1;s>=0;s--){var _=b[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Xt,Yt?\"xa\":\"ya\",l),z(Xt,Yt,l._invScaleX,l._invScaleY));if(e.target&&e.target.tagName){var Zt=m.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,It);f(n.select(e.target),Zt?\"pointer\":\"\")}if(!e.target||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt))return;Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt});t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:b,yaxes:_,xvals:B,yvals:V})}(t,e,r,a)}))},r.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=j(i),o=U(i),s=I(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,c=t.eventData;if(c){var u=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),g=t.trace;if(m.traceIs(g,\"gl3d\")){var v=i._fullLayout[g.scene]._scene.container,y=v.offsetLeft,x=v.offsetTop;u+=y,f+=y,h+=x,d+=x}c.bbox={x0:u+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(c.bbox)}else c=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:c}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}),l=0,c=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(c=t.offset)})).each((function(t){t.offset-=c})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function I(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,c=e.rotateLabels,f=e.bgColor,d=e.container,g=e.outerContainer,w=e.commonLabelOpts||{},T=e.fontFamily||y.HOVERFONT,k=e.fontSize||y.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),I=A[P+\"Label\"],z=g.getBoundingClientRect(),D=z.top,R=z.width,F=z.height,B=void 0!==I&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(B){var N,j,U=!0;for(N=0;N<t.length;N++)if(U&&void 0===t[N].zLabel&&(U=!1),j=t[N].hoverinfo||t[N].trace.hoverinfo){var V=Array.isArray(j)?j:j.split(\"+\");if(-1===V.indexOf(\"all\")&&-1===V.indexOf(a)){B=!1;break}}U&&(B=!1)}var q=d.selectAll(\"g.axistext\").data(B?[0]:[]);if(q.enter().append(\"g\").classed(\"axistext\",!0),q.exit().remove(),q.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),l=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=w.bgcolor||p.defaultLine,f=w.bordercolor||p.contrast(c),d=p.contrast(c),g={family:w.font.family||T,size:w.font.size||k,color:w.font.color||d};e.style({fill:c,stroke:f}),l.text(I).call(h.font,g).call(u.positionText,0,0).call(u.convertToTspans,r),t.attr(\"transform\",\"\");var m,v,y=l.node().getBoundingClientRect();if(\"x\"===a){var x=\"top\"===E.side?\"-\":\"\";l.attr(\"text-anchor\",\"middle\").call(u.positionText,0,\"top\"===E.side?D-y.bottom-M-S:D-y.top+M+S),m=E._offset+(A.x0+A.x1)/2,v=L._offset+(\"top\"===E.side?0:L._length);var b=y.width/2+S;m<b?(m=b,e.attr(\"d\",\"M-\"+(b-M)+\",0L-\"+(b-2*M)+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"Z\")):m>i.width-b?(m=i.width-b,e.attr(\"d\",\"M\"+(b-M)+\",0L\"+b+\",\"+x+M+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"H\"+(b-2*M)+\"Z\")):e.attr(\"d\",\"M0,0L\"+M+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+(S+y.width/2)+\"V\"+x+M+\"H-\"+M+\"Z\")}else{var _,C,P;\"right\"===L.side?(_=\"start\",C=1,P=\"\",m=E._offset+E._length):(_=\"end\",C=-1,P=\"-\",m=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr(\"text-anchor\",_),e.attr(\"d\",\"M0,0L\"+P+M+\",\"+M+\"V\"+(S+y.height/2)+\"h\"+P+(2*S+y.width)+\"V-\"+(S+y.height/2)+\"H\"+P+M+\"V-\"+M+\"Z\");var O,z=y.height/2,R=D-y.top-z,F=\"clip\"+i._uid+\"commonlabel\"+L._id;if(m<y.width+2*S+M){O=\"M-\"+(M+S)+\"-\"+z+\"h-\"+(y.width-S)+\"V\"+z+\"h\"+(y.width-S)+\"Z\";var B=y.width-m+S;u.positionText(l,B,R),\"end\"===_&&l.selectAll(\"tspan\").each((function(){var 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r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},u.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom 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n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"./attributes\");e.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var c=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(c,.3)),l(\"activecolor\",i.addOpacity(c,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},{\"../../lib\":803,\"../../plot_api/plot_template\":843,\"../color\":666,\"./attributes\":725}],729:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),manage:t(\"./manage\")}},{\"./attributes\":725,\"./defaults\":728,\"./manage\":730}],730:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../traces/scatter/subtypes\"),a=t(\"../../registry\"),o=t(\"../fx/helpers\").isUnifiedHover,s=t(\"./modebar\"),l=t(\"./buttons\"),c=t(\"./constants\").DRAW_MODES;e.exports=function(t){var e=t._fullLayout,r=t._context,u=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var f,h=r.modeBarButtons;f=Array.isArray(h)&&h.length?function(t){for(var e=0;e<t.length;e++)for(var r=t[e],n=0;n<r.length;n++){var i=r[n];if(\"string\"==typeof i){if(void 0===l[i])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));t[e][n]=l[i]}}return t}(h):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function u(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(u(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(u(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),g=e._has(\"cartesian\"),m=e._has(\"gl3d\"),v=e._has(\"geo\"),y=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"sankey\"),A=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),M=o(e.hovermode),S=[];function 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t.match(n.segmentRE).forEach((function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length<a||r.push(i.cleanNumber(o[a]))}})),r},r.getDataToPixel=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){return e._length*(n?1-t:t)+e._offset};else{var s=r.shapePositionToRange(e);a=function(t){return e._offset+e.r2p(s(t,!0))},\"date\"===e.type&&(a=r.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},r.getPixelToData=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){var r=(t-e._offset)/e._length;return n?1-r:r};else{var s=r.rangeToShapePosition(e);a=function(t){return s(e.p2r(t-e._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},r.makeOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return!!n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}}},{\"../../lib\":803,\"./constants\":748}],758:[function(t,e,r){\"use strict\";var n=t(\"./draw\");e.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),supplyDrawNewShapeDefaults:t(\"./draw_newshape/defaults\"),includeBasePlot:t(\"../../plots/cartesian/include_components\")(\"shapes\"),calcAutorange:t(\"./calc_autorange\"),draw:n.draw,drawOne:n.drawOne}},{\"../../plots/cartesian/include_components\":867,\"./attributes\":746,\"./calc_autorange\":747,\"./defaults\":749,\"./draw\":750,\"./draw_newshape/defaults\":753}],759:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":793,\"../../plot_api/edit_types\":836,\"../../plot_api/plot_template\":843,\"../../plots/animation_attributes\":848,\"../../plots/font_attributes\":883,\"../../plots/pad_attributes\":916,\"./constants\":760}],760:[function(t,e,r){\"use strict\";e.exports={name:\"sliders\",containerClassName:\"slider-container\",groupClassName:\"slider-group\",inputAreaClass:\"slider-input-area\",railRectClass:\"slider-rail-rect\",railTouchRectClass:\"slider-rail-touch-rect\",gripRectClass:\"slider-grip-rect\",tickRectClass:\"slider-tick-rect\",inputProxyClass:\"slider-input-proxy\",labelsClass:\"slider-labels\",labelGroupClass:\"slider-label-group\",labelClass:\"slider-label\",currentValueClass:\"slider-current-value\",railHeight:5,menuIndexAttrName:\"slider-active-index\",autoMarginIdRoot:\"slider-\",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:\"#bec8d9\",railBgColor:\"#f8fafc\",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:\"#bec8d9\",gripBgColor:\"#f6f8fa\",gripBgActiveColor:\"#dbdde0\",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:\"#333\",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:\"#333\",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],761:[function(t,e,r){\"use 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r=x(y,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=c.lineCount(r);u.currentValueMaxWidth=Math.max(u.currentValueMaxWidth,Math.ceil(n.width)),u.currentValueHeight=Math.max(u.currentValueHeight,Math.ceil(n.height)),u.currentValueMaxLines=Math.max(u.currentValueMaxLines,i)})),u.currentValueTotalHeight=u.currentValueHeight+e.currentvalue.offset,y.remove()}u.height=u.currentValueTotalHeight+f.tickOffset+e.ticklen+f.labelOffset+u.labelHeight+e.pad.t+e.pad.b;var b=\"left\";s.isRightAnchor(e)&&(u.lx-=u.outerLength,b=\"right\"),s.isCenterAnchor(e)&&(u.lx-=u.outerLength/2,b=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(u.ly-=u.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(u.ly-=u.height/2,w=\"middle\"),u.outerLength=Math.ceil(u.outerLength),u.height=Math.ceil(u.height),u.lx=Math.round(u.lx),u.ly=Math.round(u.ly);var T={y:e.y,b:u.height*g[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*g[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*g[b]),i.autoMargin(t,m(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var g=c.lineCount(l),m=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*p;return c.positionText(l,n,m),l}}function b(t,e,r){s.ensureSingle(t,\"rect\",f.gripRectClass,(function(n){n.call(A,e,t,r).style(\"pointer-events\",\"all\")})).attr({width:f.gripWidth,height:f.gripHeight,rx:f.gripRadius,ry:f.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(\"stroke-width\",r.borderwidth+\"px\")}function _(t,e,r){var n=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":\"middle\",\"data-notex\":1})})),i=e.step.label,a=r._gd._fullLayout._meta;return a&&(i=s.templateString(i,a)),n.call(o.font,r.font).text(i).call(c.convertToTspans,r._gd),n}function w(t,e){var r=s.ensureSingle(t,\"g\",f.labelsClass),i=e._dims,a=r.selectAll(\"g.\"+f.labelGroupClass).data(i.labelSteps);a.enter().append(\"g\").classed(f.labelGroupClass,!0),a.exit().remove(),a.each((function(t){var r=n.select(this);r.call(_,t,e),o.setTranslate(r,E(e,t.fraction),f.tickOffset+e.ticklen+e.font.size*p+f.labelOffset+i.currentValueTotalHeight)}))}function T(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,f.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function A(t,e,r){var i=r.node(),o=n.select(e);function s(){return r.data()[0]}function l(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var l=r.select(\".\"+f.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var c=L(t,n.mouse(i)[0]);function u(){var t=s(),a=L(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function h(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,c,!0),t._dragging=!0,o.on(\"mousemove\",u),o.on(\"touchmove\",u),o.on(\"mouseup\",h),o.on(\"touchend\",h)}t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function M(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var 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o=e.length===r.length;if(!i&&!o)return{fullReplot:!0,calc:!0};var s,l,c=T.traceFlags();c.arrays={},c.nChanges=0,c.nChangesAnim=0;var u={getValObject:function(t){var e=f.getTraceValObject(l,t);return!l._module.animatable&&e.anim&&(e.anim=!1),e},flags:c,immutable:n,transition:i,newDataRevision:a,gd:t},p={};for(s=0;s<e.length;s++)if(r[s]){if(l=r[s]._fullInput,h.hasMakesDataTransform(l)&&(l=r[s]),p[l.uid])continue;p[l.uid]=1,it(e[s]._fullInput,l,[],u)}(c.calc||c.plot)&&(c.fullReplot=!0);i&&c.nChanges&&c.nChangesAnim&&(c.anim=c.nChanges===c.nChangesAnim&&o?\"all\":\"some\");return c}(t,c,v,x,b,A);if(X(t)&&(k.layoutReplot=!0),S.calc||k.calc){t.calcdata=void 0;for(var E=Object.getOwnPropertyNames(y),C=0;C<E.length;C++){var P=E[C],I=P.substring(0,5);if(\"xaxis\"===I||\"yaxis\"===I){var O=y[P]._emptyCategories;O&&O()}}}else h.supplyDefaultsUpdateCalc(t.calcdata,v);var z=[];if(a&&(t._transitionData={},h.createTransitionData(t),z.push((function(){return 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t.dtick=e>.3?\"D2\":\"D1\"}else\"category\"===t.type||\"multicategory\"===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):At(t)?(t.tick0=0,r=1,t.dtick=ot(e,r,at)):(t.tick0=0,r=n(10),t.dtick=ot(e,r,$));if(0===t.dtick&&(t.dtick=1),!i(t.dtick)&&\"string\"!=typeof t.dtick){var f=t.dtick;throw t.dtick=1,\"ax.dtick error: \"+String(f)}},V.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return s.increment(t,o*e);var l=e.charAt(0),c=o*Number(e.substr(1));if(\"M\"===l)return s.incrementMonth(t,c,a);if(\"L\"===l)return Math.log(Math.pow(10,t)+c)/Math.LN10;if(\"D\"===l){var u=\"D2\"===e?it:nt,f=t+.01*o,h=s.roundUp(s.mod(f,1),u,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw\"unrecognized dtick \"+String(e)},V.tickFirst=function(t,e){var r=t.r2l||Number,a=s.simpleMap(t.range,r,void 0,void 0,e),o=a[1]<a[0],l=o?Math.floor:Math.ceil,c=X(a)[0],u=t.dtick,f=r(t.tick0);if(i(u)){var 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h=s.simpleMap(t.range,t.r2l),p=(Math.abs(h[1]-h[0])-(t._lBreaks||0))/1e4;for(a=0;a<t.ticktext.length&&!(Math.abs(e-f(t.tickvals[a]))<p);a++);if(a<t.ticktext.length)return o.text=String(t.ticktext[a]),o}function d(n){if(void 0===n)return!0;if(r)return\"none\"===n;var i={first:t._tmin,last:t._tmax}[n];return\"all\"!==n&&e!==i}var g=r?\"never\":\"none\"!==t.exponentformat&&d(t.showexponent)?\"hide\":\"\";if(\"date\"===u?function(t,e,r,n){var a=t._tickround,o=r&&t.hoverformat||V.getTickFormat(t);n&&(a=i(a)?4:{y:\"m\",m:\"d\",d:\"M\",M:\"S\",S:4}[a]);var l,c=s.formatDate(e.x,o,a,t._dateFormat,t.calendar,t._extraFormat),u=c.indexOf(\"\\n\");-1!==u&&(l=c.substr(u+1),c=c.substr(0,u));n&&(\"00:00:00\"===c||\"00:00\"===c?(c=l,l=\"\"):8===c.length&&(c=c.replace(/:00$/,\"\")));if(l)if(r)\"d\"===a?c+=\", \"+l:c=l+(c?\", \"+c:\"\");else if(t._inCalcTicks&&t._prevDateHead===l){var f=St(t),h=t._realSide||t.side;(!f&&\"top\"===h||f&&\"bottom\"===h)&&(c+=\"<br> \")}else 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a=n._fullLayout._zoomlayer.selectAll(\".select-outline-\"+r.id);if(a&&n._fullLayout._drawing){var o=v(a,t);o&&i.call(\"_guiRelayout\",n,{shapes:o}),n._fullLayout._drawing=!1}}r.selection={},r.selection.selectionDefs=t.selectionDefs=[],r.selection.mergedPolygons=t.mergedPolygons=[]}function N(t,e,r,n){var i,a,o,s=[],l=e.map((function(t){return t._id})),c=r.map((function(t){return t._id}));for(o=0;o<t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&&a._module&&a._module.selectPoints)if(!n||a.subplot!==n&&a.geo!==n)if(\"splom\"===a.type&&a._xaxes[l[0]]&&a._yaxes[c[0]]){var u=h(a._module,i,e[0],r[0]);u.scene=t._fullLayout._splomScenes[a.uid],s.push(u)}else if(\"sankey\"===a.type){var f=h(a._module,i,e[0],r[0]);s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===c.indexOf(a.yaxis))continue;s.push(h(a._module,i,_(t,a.xaxis),_(t,a.yaxis)))}else s.push(h(a._module,i,e[0],r[0]));return s;function h(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}}function j(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function U(t,e,r){var n,a,o,s;for(n=0;n<e.length;n++){var l=e[n].cd[0].trace._fullInput,c=t._fullLayout._tracePreGUI[l.uid]||{};void 0===c.selectedpoints&&(c.selectedpoints=l._input.selectedpoints||null)}if(r){var u=r.points||[];for(n=0;n<e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&&(s.selectedpoints=[]);for(n=0;n<u.length;n++){var f=u[n],h=f.data,p=f.fullData;f.pointIndices?([].push.apply(h.selectedpoints,f.pointIndices),s._fullInput!==s&&[].push.apply(p.selectedpoints,f.pointIndices)):(h.selectedpoints.push(f.pointIndex),s._fullInput!==s&&p.selectedpoints.push(f.pointIndex))}}else for(n=0;n<e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&&delete s._fullInput.selectedpoints;var d=!1;for(n=0;n<e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,\"regl\")&&(d=!0);var g=a._module,m=g.styleOnSelect||g.style;m&&(m(t,o,o[0].node3),o[0].nodeRangePlot3&&m(t,o,o[0].nodeRangePlot3))}d&&(w(t),T(t))}function V(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=l(t[i],n,r);return t}function q(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var i=0;i<t[n].length;i++){r[n][i]=[],r[n][i][0]=i?\"L\":\"M\";for(var a=0;a<t[n][i].length;a++)r[n][i].push(t[n][i][a])}e||r[n].push([\"Z\",r[n][0][1],r[n][0][2]])}return r}e.exports={prepSelect:function(t,e,r,i,l){var c=u(l),v=f(l),x=p(l),_=h(l),w=d(l),T=\"drawcircle\"===l,E=\"drawline\"===l||T,L=i.gd,z=L._fullLayout,D=z._zoomlayer,j=i.element.getBoundingClientRect(),H=i.plotinfo,G=I(H),Y=e-j.left,W=r-j.top;z._calcInverseTransform(L);var X=y.apply3DTransform(z._invTransform)(Y,W);Y=X[0],W=X[1];var 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n=t(\"@plotly/d3\"),i=t(\"d3-geo\"),a=i.geoPath,o=i.geoDistance,s=t(\"d3-geo-projection\"),l=t(\"../../registry\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../components/color\"),h=t(\"../../components/drawing\"),p=t(\"../../components/fx\"),d=t(\"../plots\"),g=t(\"../cartesian/axes\"),m=t(\"../cartesian/autorange\").getAutoRange,v=t(\"../../components/dragelement\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").clearSelect,b=t(\"../cartesian/select\").selectOnClick,_=t(\"./zoom\"),w=t(\"./constants\"),T=t(\"../../lib/geo_location_utils\"),k=t(\"../../lib/topojson_utils\"),A=t(\"topojson-client\").feature;function 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i=t[n],a=i[0].trace;\"choropleth\"===a.type&&(this.hasChoropleth=!0),!0===a.visible&&a._length>0&&a._module.calcGeoJSON(i,e)}if(!this.updateProjection(t,e)){this.viewInitial&&this.scope===r.scope||this.saveViewInitial(r),this.scope=r.scope,this.updateBaseLayers(e,r),this.updateDims(e,r),this.updateFx(e,r),d.generalUpdatePerTraceModule(this.graphDiv,this,t,r);var o=this.layers.frontplot.select(\".scatterlayer\");this.dataPoints.point=o.selectAll(\".point\"),this.dataPoints.text=o.selectAll(\"text\"),this.dataPaths.line=o.selectAll(\".js-line\");var s=this.layers.backplot.select(\".choroplethlayer\");this.dataPaths.choropleth=s.selectAll(\"path\"),this.render()}},S.updateProjection=function(t,e){var r=this.graphDiv,n=e[this.id],l=e._size,u=n.domain,f=n.projection,h=n.lonaxis,p=n.lataxis,d=h._ax,g=p._ax,v=this.projection=function(t){var e=t.projection,r=e.type,n=w.projNames[r];n=\"geo\"+c.titleCase(n);for(var l=(i[n]||s[n])(),u=t._isSatellite?180*Math.acos(1/e.distance)/Math.PI:t._isClipped?w.lonaxisSpan[r]/2:null,f=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],h=function(t){return t?l:[]},p=0;p<f.length;p++){var d=f[p];\"function\"!=typeof l[d]&&(l[d]=h)}l.isLonLatOverEdges=function(t){if(null===l(t))return!0;if(u){var e=l.rotate();return o(t,[-e[0],-e[1]])>u*Math.PI/180}return!1},l.getPath=function(){return a().projection(l)},l.getBounds=function(t){return l.getPath().bounds(t)},l.precision(w.precision),t._isSatellite&&l.tilt(e.tilt).distance(e.distance);u&&l.clipAngle(u-w.clipPad);return l}(n),y=[[l.l+l.w*u.x[0],l.t+l.h*(1-u.y[1])],[l.l+l.w*u.x[1],l.t+l.h*(1-u.y[0])]],x=n.center||{},b=f.rotation||{},_=h.range||[],T=p.range||[];if(n.fitbounds){d._length=y[1][0]-y[0][0],g._length=y[1][1]-y[0][1],d.range=m(r,d),g.range=m(r,g);var k=(d.range[0]+d.range[1])/2,A=(g.range[0]+g.range[1])/2;if(n._isScoped)x={lon:k,lat:A};else if(n._isClipped){x={lon:k,lat:A},b={lon:k,lat:A,roll:b.roll};var M=f.type,S=w.lonaxisSpan[M]/2||180,L=w.lataxisSpan[M]/2||90;_=[k-S,k+S],T=[A-L,A+L]}else x={lon:k,lat:A},b={lon:k,lat:b.lat,roll:b.roll}}v.center([x.lon-b.lon,x.lat-b.lat]).rotate([-b.lon,-b.lat,b.roll]).parallels(f.parallels);var C=E(_,T);v.fitExtent(y,C);var P=this.bounds=v.getBounds(C),I=this.fitScale=v.scale(),O=v.translate();if(n.fitbounds){var z=v.getBounds(E(d.range,g.range)),D=Math.min((P[1][0]-P[0][0])/(z[1][0]-z[0][0]),(P[1][1]-P[0][1])/(z[1][1]-z[0][1]));isFinite(D)?v.scale(D*I):c.warn(\"Something went wrong during\"+this.id+\"fitbounds computations.\")}else v.scale(f.scale*I);var R=this.midPt=[(P[0][0]+P[1][0])/2,(P[0][1]+P[1][1])/2];if(v.translate([O[0]+(R[0]-O[0]),O[1]+(R[1]-O[1])]).clipExtent(P),n._isAlbersUsa){var F=v([x.lon,x.lat]),B=v.translate();v.translate([B[0]-(F[0]-B[0]),B[1]-(F[1]-B[1])])}},S.updateBaseLayers=function(t,e){var r=this,i=r.topojson,a=r.layers,o=r.basePaths;function s(t){return\"lonaxis\"===t||\"lataxis\"===t}function l(t){return Boolean(w.lineLayers[t])}function c(t){return Boolean(w.fillLayers[t])}var u=(this.hasChoropleth?w.layersForChoropleth:w.layers).filter((function(t){return l(t)||c(t)?e[\"show\"+t]:!s(t)||e[t].showgrid})),p=r.framework.selectAll(\".layer\").data(u,String);p.exit().each((function(t){delete a[t],delete o[t],n.select(this).remove()})),p.enter().append(\"g\").attr(\"class\",(function(t){return\"layer \"+t})).each((function(t){var e=a[t]=n.select(this);\"bg\"===t?r.bgRect=e.append(\"rect\").style(\"pointer-events\",\"all\"):s(t)?o[t]=e.append(\"path\").style(\"fill\",\"none\"):\"backplot\"===t?e.append(\"g\").classed(\"choroplethlayer\",!0):\"frontplot\"===t?e.append(\"g\").classed(\"scatterlayer\",!0):l(t)?o[t]=e.append(\"path\").style(\"fill\",\"none\").style(\"stroke-miterlimit\",2):c(t)&&(o[t]=e.append(\"path\").style(\"stroke\",\"none\"))})),p.order(),p.each((function(r){var n=o[r],a=w.layerNameToAdjective[r];\"frame\"===r?n.datum(w.sphereSVG):l(r)||c(r)?n.datum(A(i,i.objects[r])):s(r)&&n.datum(function(t,e,r){var n,i,a,o=e[t],s=w.scopeDefaults[e.scope];\"lonaxis\"===t?(n=s.lonaxisRange,i=s.lataxisRange,a=function(t,e){return[t,e]}):\"lataxis\"===t&&(n=s.lataxisRange,i=s.lonaxisRange,a=function(t,e){return[e,t]});var l={type:\"linear\",range:[n[0],n[1]-1e-6],tick0:o.tick0,dtick:o.dtick};g.setConvert(l,r);var c=g.calcTicks(l);e.isScoped||\"lonaxis\"!==t||c.pop();for(var u=c.length,f=new Array(u),h=0;h<u;h++)for(var p=c[h].x,d=f[h]=[],m=i[0];m<i[1]+2.5;m+=2.5)d.push(a(p,m));return{type:\"MultiLineString\",coordinates:f}}(r,e,t)).call(f.stroke,e[r].gridcolor).call(h.dashLine,\"\",e[r].gridwidth),l(r)?n.call(f.stroke,e[a+\"color\"]).call(h.dashLine,\"\",e[a+\"width\"]):c(r)&&n.call(f.fill,e[a+\"color\"])}))},S.updateDims=function(t,e){var r=this.bounds,n=(e.framewidth||0)/2,i=r[0][0]-n,a=r[0][1]-n,o=r[1][0]-i+n,s=r[1][1]-a+n;h.setRect(this.clipRect,i,a,o,s),this.bgRect.call(h.setRect,i,a,o,s).call(f.fill,e.bgcolor),this.xaxis._offset=i,this.xaxis._length=o,this.yaxis._offset=a,this.yaxis._length=s},S.updateFx=function(t,e){var r=this,i=r.graphDiv,a=r.bgRect,o=t.dragmode,s=t.clickmode;if(!r.isStatic){var u;\"select\"===o?u=function(t,e){(t.range={})[r.id]=[h([e.xmin,e.ymin]),h([e.xmax,e.ymax])]}:\"lasso\"===o&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(h)});var f={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&x(i)}};\"pan\"===o?(a.node().onmousedown=null,a.call(_(r,e)),a.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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v=n/(f[2]-f[0])*(l[2]-l[0])+l[0],y=i/(f[3]-f[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=i),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-i)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{a=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(a=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],a||s?(a&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=i),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-i)<d&&(i=c.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=i}return c.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":861,\"has-passive-events\":444,\"mouse-change\":470,\"mouse-event-offset\":471,\"mouse-wheel\":473}],893:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),i=t(\"../../lib/str2rgbarray\");function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{\"../../lib/str2rgbarray\":828,\"../cartesian/axes\":854}],894:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":707,\"../../constants/xmlns_namespaces\":780,\"../../plot_api/edit_types\":836,\"../cartesian\":868,\"../cartesian/attributes\":852,\"../cartesian/constants\":861,\"../get_data\":891,\"../layout_attributes\":908,\"./scene2d\":895}],895:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":684,\"../../components/fx\":706,\"../../lib/show_no_webgl_msg\":825,\"../../plots/cartesian/axes\":854,\"../../registry\":931,\"../cartesian/autorange\":853,\"../cartesian/constants\":861,\"../cartesian/constraints\":862,\"./camera\":892,\"./convert\":893,\"gl-plot2d\":322,\"gl-select-box\":337,\"gl-spikes2d\":346,\"webgl-context\":629}],896:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":707,\"../../constants/xmlns_namespaces\":780,\"../../lib\":803,\"../../plot_api/edit_types\":836,\"../get_data\":891,\"./layout/attributes\":897,\"./layout/defaults\":901,\"./layout/layout_attributes\":902,\"./scene\":906}],897:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],898:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":666,\"../../../lib/extend\":793,\"../../../plot_api/edit_types\":836,\"../../cartesian/layout_attributes\":869}],899:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":803,\"../../../plot_api/plot_template\":843,\"../../cartesian/axis_defaults\":856,\"../../cartesian/type_defaults\":880,\"./axis_attributes\":898,tinycolor2:598}],900:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":803,\"../../../lib/str2rgbarray\":828}],901:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":666,\"../../../lib\":803,\"../../../registry\":931,\"../../get_data\":891,\"../../subplot_defaults\":925,\"./axis_defaults\":899,\"./layout_attributes\":902}],902:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":803,\"../../../lib/extend\":793,\"../../domain\":882,\"./axis_attributes\":898}],903:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":828}],904:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":803,\"../../cartesian/axes\":854}],905:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],906:[function(t,e,r){\"use strict\";var n,i,a=t(\"gl-plot3d\"),o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=f.preserveDrawingBuffer(),p=t(\"../../plots/cartesian/axes\"),d=t(\"../../components/fx\"),g=t(\"../../lib/str2rgbarray\"),m=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),y=t(\"./layout/convert\"),x=t(\"./layout/spikes\"),b=t(\"./layout/tick_marks\");function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return m(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c,u=Object.keys(e.traces),h=null,g=e.glplot.selection,m=0;m<u.length;++m)\"skip\"!==(t=e.traces[u[m]]).data.hoverinfo&&t.handlePick(g)&&(h=t),t.setContourLevels&&t.setContourLevels();function y(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==h){var x=v(e.glplot.cameraParams,g.dataCoordinate);t=h.data;var _,w=r._fullData[t.index],T=g.index,k={xLabel:y(\"x\",g.traceCoordinate[0],t.xhoverformat),yLabel:y(\"y\",g.traceCoordinate[1],t.yhoverformat),zLabel:y(\"z\",g.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(w,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;w.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 0),-1===M.indexOf(\"z\")&&(k.zLabel=void 0),-1===M.indexOf(\"text\")&&(g.textLabel=void 0),-1===M.indexOf(\"name\")&&(h.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=y(\"x\",g.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=y(\"y\",g.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=y(\"z\",g.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=g.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=g.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),g.textLabel&&E.push(g.textLabel),_=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(g.traceCoordinate[3]),t.valuehoverformat),E.push(\"value: \"+k.valueLabel),g.textLabel&&E.push(g.textLabel),_=E.join(\"<br>\")):_=g.textLabel;var L={x:g.traceCoordinate[0],y:g.traceCoordinate[1],z:g.traceCoordinate[2],data:w._input,fullData:w,curveNumber:w.index,pointNumber:T};d.appendArrayPointValue(L,w,T),t._module.eventData&&(L=w._module.eventData(L,g,w,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var P=[];d.loneHover({trace:w,x:(.5+.5*x[0]/x[3])*s,y:(.5-.5*x[1]/x[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:_,name:h.name,color:d.castHoverOption(w,T,\"bgcolor\")||h.color,borderColor:d.castHoverOption(w,T,\"bordercolor\"),fontFamily:d.castHoverOption(w,T,\"font.family\"),fontSize:d.castHoverOption(w,T,\"font.size\"),fontColor:d.castHoverOption(w,T,\"font.color\"),nameLength:d.castHoverOption(w,T,\"namelength\"),textAlign:d.castHoverOption(w,T,\"align\"),hovertemplate:f.castOption(w,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}g.buttons&&g.distance<5?r.emit(\"plotly_click\",C):r.emit(\"plotly_hover\",C),c=C}else d.loneUnhover(n),r.emit(\"plotly_unhover\",c);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var k=[\"xaxis\",\"yaxis\",\"zaxis\"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(g(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,m=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){m[0][a]=1/0,m[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?m[0][a]=Math.min(m[0][a],s._lowerLogErrorBound):m[0][a]=Math.min(m[0][a],T[0][a]/h[a]-M),m[1][a]=Math.max(m[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);m[0][a]=Math.min(m[0][a],E),m[1][a]=Math.max(m[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(m[0][a]=Math.min(m[0][a],0),m[1][a]=Math.max(m[1][a],0)),m[0][a]>m[1][a])m[0][a]=-1,m[1][a]=1;else{var L=m[1][a]-m[0][a];m[0][a]-=L/32,m[1][a]+=L/32}if(\"reversed\"===s.autorange){var C=m[0][a];m[0][a]=m[1][a],m[1][a]=C}}else{var P=s.range;m[0][a]=s.r2l(P[0]),m[1][a]=s.r2l(P[1])}m[0][a]===m[1][a]&&(m[0][a]-=1,m[1][a]+=1),v[a]=m[1][a]-m[0][a],this.glplot.setBounds(a,{min:m[0][a]*h[a],max:m[1][a]*h[a]})}var I=c.aspectmode;if(\"cube\"===I)d=[1,1,1];else if(\"manual\"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d=\"data\"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position=\"absolute\",B.left=F.l+R.x[0]*F.w+\"px\",B.top=F.t+(1-R.y[1])*F.h+\"px\",B.width=F.w*(R.x[1]-R.x[0])+\"px\",B.height=F.h*(R.y[1]-R.y[0])+\"px\"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),\"orthographic\"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var i=[\"up\",\"center\",\"eye\"],a=[\"x\",\"y\",\"z\"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+\".camera\").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+\".aspectratio\").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+\".camera.up\",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call(\"_storeDirectGUIEdit\",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t=\"png\"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement(\"canvas\");o.width=r,o.height=i;var 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strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],908:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"./animation_attributes\"),a=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, 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n=t(\"../../lib/sort_object_keys\"),i='\\xa9 <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors',a=['\\xa9 <a target=\"_blank\" href=\"https://carto.com/\">Carto</a>',i].join(\" \"),o=['Map tiles by <a target=\"_blank\" href=\"https://stamen.com\">Stamen Design</a>','under <a target=\"_blank\" href=\"https://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a>',\"|\",'Data by <a target=\"_blank\" href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors','under <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">ODbL</a>'].join(\" 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t&&(-1!==p.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=i.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,a=e._subplots.mapbox;if(n.version!==p.requiredVersion)throw new Error(p.wrongVersionErrorMsg);var o=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],a=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;d(c.style)&&(u?i.pushUnique(n,u):(d(c._input.style)&&(i.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&i.pushUnique(a,u)}if(s){var f=o?p.noAccessTokenErrorMsg:p.missingStyleErrorMsg;throw i.error(f),new Error(f)}return 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g=c.select(s._subplot.div);if(!(null===g.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var m=e._glimages.append(\"g\");m.attr(\"transform\",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),m.append(\"path\").attr(\"d\",p.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),m.append(\"path\").attr(\"d\",p.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"path\").attr(\"d\",p.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"polygon\").attr(\"points\",p.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var v=g.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),y=e._glimages.append(\"g\"),x=y.append(\"text\");x.text(v).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":v});var 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n=t(\"../../lib\"),i=t(\"../../lib/svg_text_utils\").sanitizeHTML,a=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0,\"raster-opacity\":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup[\"layout-\"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=i(t.sourceattribution));return a}(t);e.addSource(this.idSource,r)}},l.findFollowingMapboxLayerId=function(t){if(\"traces\"===t)for(var e=this.subplot.getMapLayers(),r=0;r<e.length;r++){var n=e[r].id;if(\"string\"==typeof n&&0===n.indexOf(o.traceLayerPrefix)){t=n;break}}return t},l.updateLayer=function(t){var e=this.subplot,r=u(t),n=this.lookupBelow(),i=this.findFollowingMapboxLayerId(n);this.removeLayer(),c(t)&&e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:r.layout,paint:r.paint},i),this.layerType=t.type,this.below=n},l.updateStyle=function(t){if(c(t)){var 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strict\";var n=t(\"../../lib\"),i=t(\"../subplot_defaults\"),a=t(\"../array_container_defaults\"),o=t(\"./layout_attributes\");function s(t,e,r,n){r(\"accesstoken\",n.accessToken),r(\"style\"),r(\"center.lon\"),r(\"center.lat\"),r(\"zoom\"),r(\"bearing\"),r(\"pitch\"),a(t,e,{name:\"layers\",handleItemDefaults:l}),e._input=t}function l(t,e){function r(r,i){return n.coerce(t,e,o.layers,r,i)}if(r(\"visible\")){var i,a=r(\"sourcetype\"),s=\"raster\"===a||\"image\"===a;r(\"source\"),r(\"sourceattribution\"),\"vector\"===a&&r(\"sourcelayer\"),\"image\"===a&&r(\"coordinates\"),s&&(i=\"raster\");var l=r(\"type\",i);s&&\"raster\"!==l&&(l=e.type=\"raster\",n.log(\"Source types *raster* and *image* must drawn *raster* layer 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n=t(\"mapbox-gl/dist/mapbox-gl-unminified\"),i=t(\"../../lib\"),a=t(\"../../lib/geo_location_utils\"),o=t(\"../../registry\"),s=t(\"../cartesian/axes\"),l=t(\"../../components/dragelement\"),c=t(\"../../components/fx\"),u=t(\"../../components/dragelement/helpers\"),f=u.rectMode,h=u.drawMode,p=u.selectMode,d=t(\"../cartesian/select\").prepSelect,g=t(\"../cartesian/select\").clearSelect,m=t(\"../cartesian/select\").clearSelectionsCache,v=t(\"../cartesian/select\").selectOnClick,y=t(\"./constants\"),x=t(\"./layers\");function b(t,e){this.id=e,this.gd=t;var r=t._fullLayout,n=t._context;this.container=r._glcontainer.node(),this.isStatic=n.staticPlot,this.uid=r._uid+\"-\"+this.id,this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(r),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[],this.belowLookup={},this.dragging=!1,this.wheeling=!1}var _=b.prototype;_.plot=function(t,e,r){var n,i=this,a=e[i.id];i.map&&a.accesstoken!==i.accessToken&&(i.map.remove(),i.map=null,i.styleObj=null,i.traceHash={},i.layerList=[]),n=i.map?new Promise((function(r,n){i.updateMap(t,e,r,n)})):new Promise((function(r,n){i.createMap(t,e,r,n)})),r.push(n)},_.createMap=function(t,e,r,i){var o=this,s=e[o.id],l=o.styleObj=T(s.style);o.accessToken=s.accesstoken;var c=o.map=new n.Map({container:o.div,style:l.style,center:A(s.center),zoom:s.zoom,bearing:s.bearing,pitch:s.pitch,interactive:!o.isStatic,preserveDrawingBuffer:o.isStatic,doubleClickZoom:!1,boxZoom:!1,attributionControl:!1}).addControl(new n.AttributionControl({compact:!0}));c._canvas.style.left=\"0px\",c._canvas.style.top=\"0px\",o.rejectOnError(i),o.isStatic||o.initFx(t,e);var u=[];u.push(new Promise((function(t){c.once(\"load\",t)}))),u=u.concat(a.fetchTraceGeoData(t)),Promise.all(u).then((function(){o.fillBelowLookup(t,e),o.updateData(t),o.updateLayout(e),o.resolveOnRender(r)})).catch(i)},_.updateMap=function(t,e,r,n){var i=this,o=i.map,s=e[this.id];i.rejectOnError(n);var l=[],c=T(s.style);JSON.stringify(i.styleObj)!==JSON.stringify(c)&&(i.styleObj=c,o.setStyle(c.style),i.traceHash={},l.push(new Promise((function(t){o.once(\"styledata\",t)})))),l=l.concat(a.fetchTraceGeoData(t)),Promise.all(l).then((function(){i.fillBelowLookup(t,e),i.updateData(t),i.updateLayout(e),i.resolveOnRender(r)})).catch(n)},_.fillBelowLookup=function(t,e){var r,n,i=e[this.id].layers,a=this.belowLookup={},o=!1;for(r=0;r<t.length;r++){var s=t[r][0].trace,l=s._module;\"string\"==typeof s.below?n=s.below:l.getBelow&&(n=l.getBelow(s,this)),\"\"===n&&(o=!0),a[\"trace-\"+s.uid]=n||\"\"}for(r=0;r<i.length;r++){var c=i[r];n=\"string\"==typeof c.below?c.below:o?\"traces\":\"\",a[\"layout-\"+r]=n}var u,f,h={};for(u in a)h[n=a[u]]?h[n].push(u):h[n]=[u];for(n in h){var p=h[n];if(p.length>1)for(r=0;r<p.length;r++)0===(u=p[r]).indexOf(\"trace-\")?(f=u.split(\"trace-\")[1],this.traceHash[f]&&(this.traceHash[f].below=null)):0===u.indexOf(\"layout-\")&&(f=u.split(\"layout-\")[1],this.layerList[f]&&(this.layerList[f].below=null))}};var w={choroplethmapbox:0,densitymapbox:1,scattermapbox:2};function T(t){var e={};return i.isPlainObject(t)?(e.id=t.id,e.style=t):\"string\"==typeof t?(e.id=t,-1!==y.styleValuesMapbox.indexOf(t)?e.style=k(t):y.stylesNonMapbox[t]?e.style=y.stylesNonMapbox[t]:e.style=t):(e.id=y.styleValueDflt,e.style=k(y.styleValueDflt)),e.transition={duration:0,delay:0},e}function k(t){return y.styleUrlPrefix+t+\"-\"+y.styleUrlSuffix}function A(t){return[t.lon,t.lat]}_.updateData=function(t){var e,r,n,i,a=this.traceHash,o=t.slice().sort((function(t,e){return w[t[0].trace.type]-w[e[0].trace.type]}));for(n=0;n<o.length;n++){var s=o[n],l=!1;(e=a[(r=s[0].trace).uid])&&(e.type===r.type?(e.update(s),l=!0):e.dispose()),!l&&r._module&&(a[r.uid]=r._module.plot(this,s))}var c=Object.keys(a);t:for(n=0;n<c.length;n++){var u=c[n];for(i=0;i<t.length;i++)if(u===(r=t[i][0].trace).uid)continue t;(e=a[u]).dispose(),delete a[u]}},_.updateLayout=function(t){var e=this.map,r=t[this.id];this.dragging||this.wheeling||(e.setCenter(A(r.center)),e.setZoom(r.zoom),e.setBearing(r.bearing),e.setPitch(r.pitch)),this.updateLayers(t),this.updateFramework(t),this.updateFx(t),this.map.resize(),this.gd._context._scrollZoom.mapbox?e.scrollZoom.enable():e.scrollZoom.disable()},_.resolveOnRender=function(t){var e=this.map;e.on(\"render\",(function r(){e.loaded()&&(e.off(\"render\",r),setTimeout(t,10))}))},_.rejectOnError=function(t){var e=this.map;function r(){t(new Error(y.mapOnErrorMsg))}e.once(\"error\",r),e.once(\"style.error\",r),e.once(\"source.error\",r),e.once(\"tile.error\",r),e.once(\"layer.error\",r)},_.createFramework=function(t){var e=this,r=e.div=document.createElement(\"div\");r.id=e.uid,r.style.position=\"absolute\",e.container.appendChild(r),e.xaxis={_id:\"x\",c2p:function(t){return e.project(t).x}},e.yaxis={_id:\"y\",c2p:function(t){return e.project(t).y}},e.updateFramework(t),e.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},s.setConvert(e.mockAxis,t)},_.initFx=function(t,e){var r=this,n=r.gd,i=r.map;function a(){c.loneUnhover(e._hoverlayer)}function s(){var t=r.getView();n.emit(\"plotly_relayouting\",r.getViewEditsWithDerived(t))}i.on(\"moveend\",(function(t){if(r.map){var e=n._fullLayout;if(t.originalEvent||r.wheeling){var i=e[r.id];o.call(\"_storeDirectGUIEdit\",n.layout,e._preGUI,r.getViewEdits(i));var a=r.getView();i._input.center=i.center=a.center,i._input.zoom=i.zoom=a.zoom,i._input.bearing=i.bearing=a.bearing,i._input.pitch=i.pitch=a.pitch,n.emit(\"plotly_relayout\",r.getViewEditsWithDerived(a))}t.originalEvent&&\"mouseup\"===t.originalEvent.type?r.dragging=!1:r.wheeling&&(r.wheeling=!1),e._rehover&&e._rehover()}})),i.on(\"wheel\",(function(){r.wheeling=!0})),i.on(\"mousemove\",(function(t){var e=r.div.getBoundingClientRect(),a=[t.originalEvent.offsetX,t.originalEvent.offsetY];t.target.getBoundingClientRect=function(){return e},r.xaxis.p2c=function(){return i.unproject(a).lng},r.yaxis.p2c=function(){return 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\"+d,m=o(\"title.text\",g);e._hovertitle=m===g?m:d,a.coerceFont(o,\"title.font\",{family:r.font.family,size:a.bigFont(r.font.size),color:p}),o(\"min\"),c(t,e,o,\"linear\"),s(t,e,o,\"linear\",{}),l(t,e,o,{outerTicks:!0}),o(\"showticklabels\")&&(a.coerceFont(o,\"tickfont\",{family:r.font.family,size:r.font.size,color:p}),o(\"tickangle\"),o(\"tickformat\")),u(t,e,o,{dfltColor:h,bgColor:r.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:i}),o(\"hoverformat\"),o(\"layer\")}e.exports=function(t,e,r){o(t,e,r,{type:\"ternary\",attributes:f,handleDefaults:p,font:e.font,paper_bgcolor:e.paper_bgcolor})}},{\"../../components/color\":666,\"../../lib\":803,\"../../plot_api/plot_template\":843,\"../cartesian/line_grid_defaults\":871,\"../cartesian/tick_label_defaults\":876,\"../cartesian/tick_mark_defaults\":877,\"../cartesian/tick_value_defaults\":878,\"../subplot_defaults\":925,\"./layout_attributes\":928}],930:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=o.strTranslate,l=o._,c=t(\"../../components/color\"),u=t(\"../../components/drawing\"),f=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,p=t(\"../plots\"),d=t(\"../cartesian/axes\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/dragelement/helpers\"),y=v.freeMode,x=v.rectMode,b=t(\"../../components/titles\"),_=t(\"../cartesian/select\").prepSelect,w=t(\"../cartesian/select\").selectOnClick,T=t(\"../cartesian/select\").clearSelect,k=t(\"../cartesian/select\").clearSelectionsCache,A=t(\"../cartesian/constants\");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var S=M.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;i<t.length;i++){if(!1===t[i][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),p.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(c.fill,r.bgcolor)},S.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,i=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var i=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),a=[\"agrid\",\"bgrid\",\"cgrid\"];i.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&a.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),i.order()};var E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,g=(d.x[0]+d.x[1])/2,m=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*g-i/2,n=e.t+e.h*(1-m)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[g-o/2,g+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[m-l/2,m+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var S=p.baxis=h({},t.baxis,{range:[_-w-k,T],side:\"bottom\",domain:p.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:i});f(S,p.graphDiv._fullLayout),S.setScale();var L=p.caxis=h({},t.caxis,{range:[_-w-T,k],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(L,p.graphDiv._fullLayout),L.setScale();var C=\"M\"+r+\",\"+(n+a)+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDef.select(\"path\").attr(\"d\",C),p.layers.plotbg.select(\"path\").attr(\"d\",C);var P=\"M0,\"+a+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDefRelative.select(\"path\").attr(\"d\",P);var I=s(r,n);p.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",I),p.clipDefRelative.select(\"path\").attr(\"transform\",null);var O=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",O),p.layers.bgrid.attr(\"transform\",O);var z=s(r+i/2,n)+\"rotate(30)\"+s(0,-M._offset);p.layers.aaxis.attr(\"transform\",z),p.layers.agrid.attr(\"transform\",z);var D=s(r+i/2,n)+\"rotate(-30)\"+s(0,-L._offset);p.layers.caxis.attr(\"transform\",D),p.layers.cgrid.attr(\"transform\",D),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(c.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(c.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",L.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(c.stroke,L.linecolor||\"#000\").style(\"stroke-width\",(L.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+\"title\",n=this.layers,i=this.aaxis,a=this.baxis,o=this.caxis;if(this.drawAx(i),this.drawAx(a),this.drawAx(o),t){var s=Math.max(i.showticklabels?i.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+(\"outside\"===o.ticks?.87*o.ticklen:0)),c=(a.showticklabels?a.tickfont.size:0)+(\"outside\"===a.ticks?a.ticklen:0)+3;n[\"a-title\"]=b.draw(e,\"a\"+r,{propContainer:i,propName:this.id+\".aaxis.title\",placeholder:l(e,\"Click to enter Component A title\"),attributes:{x:this.x0+this.w/2,y:this.y0-i.title.font.size/3-s,\"text-anchor\":\"middle\"}}),n[\"b-title\"]=b.draw(e,\"b\"+r,{propContainer:a,propName:this.id+\".baxis.title\",placeholder:l(e,\"Click to enter Component B title\"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*a.title.font.size+c,\"text-anchor\":\"middle\"}}),n[\"c-title\"]=b.draw(e,\"c\"+r,{propContainer:o,propName:this.id+\".caxis.title\",placeholder:l(e,\"Click to enter Component C title\"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}})}},S.drawAx=function(t){var e,r=this.graphDiv,n=t._name,i=n.charAt(0),a=t._id,s=this.layers[n],l=i+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll(\".\"+a+\"tick\").remove(),this[l]=c),t.setScale();var u=d.calcTicks(t),f=d.clipEnds(t,u),h=d.makeTransTickFn(t),p=d.getTickSigns(t)[2],g=o.deg2rad(30),m=p*(t.linewidth||1)/2,v=p*t.ticklen,y=this.w,x=this.h,b=\"b\"===i?\"M0,\"+m+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+m+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,_={a:\"M0,0l\"+x+\",-\"+y/2,b:\"M0,0l-\"+y/2+\",-\"+x,c:\"M0,0l-\"+x+\",\"+y/2}[i];d.drawTicks(r,t,{vals:\"inside\"===t.ticks?f:u,layer:s,path:b,transFn:h,crisp:!1}),d.drawGrid(r,t,{vals:f,layer:this.layers[i+\"grid\"],path:_,transFn:h,crisp:!1}),d.drawLabels(r,t,{vals:u,layer:s,transFn:h,labelFns:d.makeLabelFns(t,0,30)})};var L=A.MINZOOM/2+.87,C=\"m-0.87,.5h\"+L+\"v3h-\"+(L+5.2)+\"l\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l2.6,1.5l-\"+L/2+\",\"+.87*L+\"Z\",P=\"m0.87,.5h-\"+L+\"v3h\"+(L+5.2)+\"l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-2.6,1.5l\"+L/2+\",\"+.87*L+\"Z\",I=\"m0,1l\"+L/2+\",\"+.87*L+\"l2.6,-1.5l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-\"+(L/2+2.6)+\",\"+(.87*L+4.5)+\"l2.6,1.5l\"+L/2+\",-\"+.87*L+\"Z\",O=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearSelect=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,v,b,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),L=M.graphDiv,D=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var r=L._fullLayout.clickmode;z(L),2===t&&(L.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",L,R({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&w(e,L,[M.xaxis],[M.yaxis],M.id,M.dragOptions),r.indexOf(\"event\")>-1&&m.click(L,e,M.id)}function B(t,e){return 1-e/M.h}function N(t,e){return 1-(t+(M.h-e)/Math.sqrt(3))/M.w}function j(t,e){return(t-(M.h-e)/Math.sqrt(3))/M.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),c=Math.max(0,Math.min(1,N(r,n),N(o,s))),u=Math.max(0,Math.min(1,j(r,n),j(o,s))),g=(l/2+u)*M.w,m=(1-l/2-c)*M.w,y=(g+m)/2,x=m-g,_=(1-l)*M.h,w=_-x/E;x<A.MINZOOM?(p=f,T.attr(\"d\",v),k.attr(\"d\",\"M0,0Z\")):(p={a:f.a+l*h,b:f.b+c*h,c:f.c+u*h},T.attr(\"d\",v+\"M\"+g+\",\"+_+\"H\"+m+\"L\"+y+\",\"+w+\"L\"+g+\",\"+_+\"Z\"),k.attr(\"d\",\"M\"+r+\",\"+n+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+g+\",\"+_+C+\"M\"+m+\",\"+_+P+\"M\"+y+\",\"+w+I)),b||(T.transition().style(\"fill\",d>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),k.transition().style(\"opacity\",1).duration(200),b=!0),L.emit(\"plotly_relayouting\",R(p))}function V(){z(L),p!==f&&(a.call(\"_guiRelayout\",L,R(p)),O&&L.data&&L._context.showTips&&(o.notifier(l(L,\"Double-click to zoom back out\"),\"long\"),O=!1))}function q(t,e){var r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),c=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[c]},e=(f.a-p.a)*M.yaxis._m,t=(f.c-p.c-f.b+p.b)*M.xaxis._m);var h=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(u.hideOutsideRangePoints,M),L.emit(\"plotly_relayouting\",R(p))}function H(){a.call(\"_guiRelayout\",L,R(p))}this.dragOptions={element:S,gd:L,plotinfo:{id:M.id,domain:L._fullLayout[M.id].domain,xaxis:M.xaxis,yaxis:M.yaxis},subplot:M.id,prepFn:function(a,l,u){M.dragOptions.xaxes=[M.xaxis],M.dragOptions.yaxes=[M.yaxis],t=L._fullLayout._invScaleX,e=L._fullLayout._invScaleY;var g=M.dragOptions.dragmode=L._fullLayout.dragmode;y(g)?M.dragOptions.minDrag=1:M.dragOptions.minDrag=void 0,\"zoom\"===g?(M.dragOptions.moveFn=U,M.dragOptions.clickFn=F,M.dragOptions.doneFn=V,function(t,e,a){var l=S.getBoundingClientRect();r=e-l.left,n=a-l.top,L._fullLayout._calcInverseTransform(L);var u=L._fullLayout._invTransform,g=o.apply3DTransform(u)(r,n);r=g[0],n=g[1],f={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=f,h=M.aaxis.range[1]-f.a,d=i(M.graphDiv._fullLayout[M.id].bgcolor).getLuminance(),v=\"M0,\"+M.h+\"L\"+M.w/2+\", 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n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"../bar/hover\").getTraceColor,o=i.fillText,s=t(\"../scatterpolar/hover\").makeHoverPointText,l=t(\"../../plots/polar/helpers\").isPtInsidePolygon;e.exports=function(t,e,r){var c=t.cd,u=c[0].trace,f=t.subplot,h=f.radialAxis,p=f.angularAxis,d=f.vangles,g=d?l:i.isPtInsideSector,m=t.maxHoverDistance,v=p._period||2*Math.PI,y=Math.abs(h.g2p(Math.sqrt(e*e+r*r))),x=Math.atan2(r,e);h.range[0]>h.range[1]&&(x+=Math.PI);if(n.getClosest(c,(function(t){return g(y,x,[t.rp0,t.rp1],[t.thetag0,t.thetag1],d)?m+Math.min(1,Math.abs(t.thetag1-t.thetag0)/v)-1+(t.rp1-y)/(t.rp1-t.rp0)-1:1/0}),t),!1!==t.index){var b=c[t.index];t.x0=t.x1=b.ct[0],t.y0=t.y1=b.ct[1];var _=i.extendFlat({},b,{r:b.s,theta:b.p});return o(b,u,t),s(_,u,f,t),t.hovertemplate=u.hovertemplate,t.color=a(u,b),t.xLabelVal=t.yLabelVal=void 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n=t(\"../scatter/attributes\"),i=t(\"../bar/attributes\"),a=t(\"../../components/color/attributes\"),o=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=c.line;e.exports={y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},x0:{valType:\"any\",editType:\"calc+clearAxisTypes\"},y0:{valType:\"any\",editType:\"calc+clearAxisTypes\"},dx:{valType:\"number\",editType:\"calc\"},dy:{valType:\"number\",editType:\"calc\"},xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:n.xperiod0,yperiod0:n.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,xhoverformat:o(\"x\"),yhoverformat:o(\"y\"),name:{valType:\"string\",editType:\"calc+clearAxisTypes\"},q1:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},median:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},q3:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},lowerfence:{valType:\"data_array\",editType:\"calc\"},upperfence:{valType:\"data_array\",editType:\"calc\"},notched:{valType:\"boolean\",editType:\"calc\"},notchwidth:{valType:\"number\",min:0,max:.5,dflt:.25,editType:\"calc\"},notchspan:{valType:\"data_array\",editType:\"calc\"},boxpoints:{valType:\"enumerated\",values:[\"all\",\"outliers\",\"suspectedoutliers\",!1],editType:\"calc\"},jitter:{valType:\"number\",min:0,max:1,editType:\"calc\"},pointpos:{valType:\"number\",min:-2,max:2,editType:\"calc\"},boxmean:{valType:\"enumerated\",values:[!0,\"sd\",!1],editType:\"calc\"},mean:{valType:\"data_array\",editType:\"calc\"},sd:{valType:\"data_array\",editType:\"calc\"},orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],editType:\"calc+clearAxisTypes\"},quartilemethod:{valType:\"enumerated\",values:[\"linear\",\"exclusive\",\"inclusive\"],dflt:\"linear\",editType:\"calc\"},width:{valType:\"number\",min:0,dflt:0,editType:\"calc\"},marker:{outliercolor:{valType:\"color\",dflt:\"rgba(0, 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f={xaxis:0,yaxis:1,zaxis:2},h={tip:1,tail:0,cm:.25,center:.5},p={tip:1,tail:1,cm:.75,center:.5};function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c={};function u(t,e){var n=r[e],o=i[f[e]];return a(t,(function(t){return n.d2l(t)*o}))}c.vectors=l(u(e.u,\"xaxis\"),u(e.v,\"yaxis\"),u(e.w,\"zaxis\"),e._len),c.positions=l(u(e.x,\"xaxis\"),u(e.y,\"yaxis\"),u(e.z,\"zaxis\"),e._len);var d=s(e);c.colormap=o(e),c.vertexIntensityBounds=[d.min/e._normMax,d.max/e._normMax],c.coneOffset=h[e.anchor],\"scaled\"===e.sizemode?c.coneSize=e.sizeref||.5:c.coneSize=e.sizeref&&e._normMax?e.sizeref/e._normMax:.5;var g=n(c),m=e.lightposition;return g.lightPosition=[m.x,m.y,m.z],g.ambient=e.lighting.ambient,g.diffuse=e.lighting.diffuse,g.specular=e.lighting.specular,g.roughness=e.lighting.roughness,g.fresnel=e.lighting.fresnel,g.opacity=e.opacity,e._pad=p[e.anchor]*g.vectorScale*g.coneScale*e._normMax,g}u.update=function(t){this.data=t;var 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n=t(\"../heatmap/attributes\"),i=t(\"../scatter/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\"),o=a.axisHoverFormat,s=a.descriptionOnlyNumbers,l=t(\"../../components/colorscale/attributes\"),c=t(\"../../components/drawing/attributes\").dash,u=t(\"../../plots/font_attributes\"),f=t(\"../../lib/extend\").extendFlat,h=t(\"../../constants/filter_ops\"),p=h.COMPARISON_OPS2,d=h.INTERVAL_OPS,g=i.line;e.exports=f({z:n.z,x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,xperiod:n.xperiod,yperiod:n.yperiod,xperiod0:i.xperiod0,yperiod0:i.yperiod0,xperiodalignment:n.xperiodalignment,yperiodalignment:n.yperiodalignment,text:n.text,hovertext:n.hovertext,transpose:n.transpose,xtype:n.xtype,ytype:n.ytype,xhoverformat:o(\"x\"),yhoverformat:o(\"y\"),zhoverformat:o(\"z\",1),hovertemplate:n.hovertemplate,hoverongaps:n.hoverongaps,connectgaps:f({},n.connectgaps,{}),fillcolor:{valType:\"color\",editType:\"calc\"},autocontour:{valType:\"boolean\",dflt:!0,editType:\"calc\",impliedEdits:{\"contours.start\":void 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r=t.marker,i=e.mc||r.color,a=e.mlc||r.line.color,o=e.mlw||r.line.width;if(n(i))return i;if(n(a)&&o)return a}(u,h),[l]}}},{\"../../components/color\":666,\"../../lib\":803,\"../bar/hover\":948}],1071:[function(t,e,r){\"use 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s=r||n.select(t).selectAll(\"g.funnellayer\").selectAll(\"g.trace\");l(t,s,\"funnel\"),s.style(\"opacity\",(function(t){return t[0].trace.opacity})),s.each((function(e){var r=n.select(this),s=e[0].trace;r.selectAll(\".point > path\").each((function(t){if(!t.isBlank){var e=s.marker;n.select(this).call(a.fill,t.mc||e.color).call(a.stroke,t.mlc||e.line.color).call(i.dashLine,e.line.dash,t.mlw||e.line.width).style(\"opacity\",s.selectedpoints&&!t.selected?o:1)}})),c(r,s,t),r.selectAll(\".regions\").each((function(){n.select(this).selectAll(\"path\").style(\"stroke-width\",0).call(a.fill,s.connector.fillcolor)})),r.selectAll(\".lines\").each((function(){var t=s.connector.line;i.lineGroupStyle(n.select(this).selectAll(\"path\"),t.width,t.color,t.dash)}))}))}}},{\"../../components/color\":666,\"../../components/drawing\":688,\"../../constants/interactions\":778,\"../bar/style\":955,\"../bar/uniform_text\":957,\"@plotly/d3\":58}],1076:[function(t,e,r){\"use strict\";var n=t(\"../pie/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},i.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults,o=t(\"../bar/defaults\").handleText,s=t(\"../pie/defaults\").handleLabelsAndValues;e.exports=function(t,e,r,l){function c(r,a){return n.coerce(t,e,i,r,a)}var u=c(\"labels\"),f=c(\"values\"),h=s(u,f),p=h.len;if(e._hasLabels=h.hasLabels,e._hasValues=h.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),p){e._length=p,c(\"marker.line.width\")&&c(\"marker.line.color\",l.paper_bgcolor),c(\"marker.colors\"),c(\"scalegroup\");var d,g=c(\"text\"),m=c(\"texttemplate\");if(m||(d=c(\"textinfo\",Array.isArray(g)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),m||d&&\"none\"!==d){var v=c(\"textposition\");o(t,e,l,c,v,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1})}a(e,l,c),c(\"title.text\")&&(c(\"title.position\"),n.coerceFont(c,\"title.font\",l.font)),c(\"aspectratio\"),c(\"baseratio\")}else e.visible=!1}},{\"../../lib\":803,\"../../plots/domain\":882,\"../bar/defaults\":945,\"../pie/defaults\":1195,\"./attributes\":1076}],1080:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1203,\"./attributes\":1076,\"./base_plot\":1077,\"./calc\":1078,\"./defaults\":1079,\"./layout_attributes\":1081,\"./layout_defaults\":1082,\"./plot\":1083,\"./style\":1084}],1081:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1199}],1082:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":803,\"./layout_attributes\":1081}],1083:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/drawing\"),a=t(\"../../lib\"),o=a.strScale,s=a.strTranslate,l=t(\"../../lib/svg_text_utils\"),c=t(\"../bar/plot\").toMoveInsideBar,u=t(\"../bar/uniform_text\"),f=u.recordMinTextSize,h=u.clearMinTextSize,p=t(\"../pie/helpers\"),d=t(\"../pie/plot\"),g=d.attachFxHandlers,m=d.determineInsideTextFont,v=d.layoutAreas,y=d.prerenderTitles,x=d.positionTitleOutside,b=d.formatSliceLabel;function _(t,e){return\"l\"+(e[0]-t[0])+\",\"+(e[1]-t[1])}e.exports=function(t,e){var r=t._fullLayout;h(\"funnelarea\",r),y(e,t),v(e,r._size),a.makeTraceGroups(r._funnelarealayer,e,\"trace\").each((function(e){var u=n.select(this),h=e[0],d=h.trace;!function(t){if(!t.length)return;var e=t[0],r=e.trace,n=r.aspectratio,i=r.baseratio;i>.999&&(i=.999);var a,o=Math.pow(i,2),s=e.vTotal,l=s,c=s*o/(1-o)/s;function u(){var t,e={x:t=Math.sqrt(c),y:-t};return[e.x,e.y]}var f,h,p=[];for(p.push(u()),f=t.length-1;f>-1;f--)if(!(h=t[f]).hidden){var d=h.v/l;c+=d,p.push(u())}var 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w=\"M\"+(u+o.TR[0])+\",\"+(v+o.TR[1])+_(o.TR,o.BR)+_(o.BR,o.BL)+_(o.BL,o.TL)+\"Z\";x.attr(\"d\",w),b(t,o,h);var T=p.castOption(d.textposition,o.pts),k=y.selectAll(\"g.slicetext\").data(o.text&&\"none\"!==T?[0]:[]);k.enter().append(\"g\").classed(\"slicetext\",!0),k.exit().remove(),k.each((function(){var h=a.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),p=a.ensureUniformFontSize(t,m(d,o,r.font));h.text(o.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(i.font,p).call(l.convertToTspans,t);var g,y,x,b=i.bBox(h.node()),_=Math.min(o.BL[1],o.BR[1])+v,w=Math.max(o.TL[1],o.TR[1])+v;y=Math.max(o.TL[0],o.BL[0])+u,x=Math.min(o.TR[0],o.BR[0])+u,(g=c(y,x,_,w,b,{isHorizontal:!0,constrained:!0,angle:0,anchor:\"middle\"})).fontSize=p.size,f(d.type,g,r),e[s].transform=g,h.attr(\"transform\",a.getTextTransform(g))}))}}));var 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0===e.delta.font.size&&(e.delta.font.size=(e._hasNumber?.5:1)*(m||l.defaultNumberFontSize),w[1]=!0),d(\"delta.reference\",e.value),d(\"delta.relative\"),d(\"delta.valueformat\",e.delta.relative?\"2%\":\"\"),d(\"delta.increasing.symbol\"),d(\"delta.increasing.color\"),d(\"delta.decreasing.symbol\"),d(\"delta.decreasing.color\"),d(\"delta.position\"),v=e.delta.font.size),e._scaleNumbers=(!e._hasNumber||w[0])&&(!e._hasDelta||w[1])||!1,d(\"title.font.color\",p.font.color),d(\"title.font.family\",p.font.family),d(\"title.font.size\",.25*(m||v||l.defaultNumberFontSize)),d(\"title.text\"),e._hasGauge){(y=t.gauge)||(y={}),x=o.newContainer(e,\"gauge\"),T(\"shape\"),(e._isBullet=\"bullet\"===e.gauge.shape)||d(\"title.align\",\"center\"),(e._isAngular=\"angular\"===e.gauge.shape)||d(\"align\",\"center\"),T(\"bgcolor\",p.paper_bgcolor),T(\"borderwidth\"),T(\"bordercolor\"),T(\"bar.color\"),T(\"bar.line.color\"),T(\"bar.line.width\"),T(\"bar.thickness\",l.valueThickness*(\"bullet\"===e.gauge.shape?.5:1)),s(y,x,{name:\"steps\",handleItemDefaults:h}),T(\"threshold.value\"),T(\"threshold.thickness\"),T(\"threshold.line.width\"),T(\"threshold.line.color\"),b={},y&&(b=y.axis||{}),_=o.newContainer(x,\"axis\"),k(\"visible\"),e._range=k(\"range\",e._range);var A={outerTicks:!0};c(b,_,k,\"linear\"),f(b,_,k,\"linear\",A),u(b,_,k,A)}else d(\"title.align\",\"center\"),d(\"align\",\"center\"),e._isAngular=e._isBullet=!1;e._length=null}}},{\"../../lib\":803,\"../../plot_api/plot_template\":843,\"../../plots/array_container_defaults\":849,\"../../plots/cartesian/tick_label_defaults\":876,\"../../plots/cartesian/tick_mark_defaults\":877,\"../../plots/cartesian/tick_value_defaults\":878,\"../../plots/domain\":882,\"./attributes\":1147,\"./constants.js\":1150}],1152:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"indicator\",basePlotModule:t(\"./base_plot\"),categories:[\"svg\",\"noOpacity\",\"noHover\"],animatable:!0,attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,calc:t(\"./calc\").calc,plot:t(\"./plot\"),meta:{}}},{\"./attributes\":1147,\"./base_plot\":1148,\"./calc\":1149,\"./defaults\":1151,\"./plot\":1153}],1153:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"d3-interpolate\").interpolate,a=t(\"d3-interpolate\").interpolateNumber,o=t(\"../../lib\"),s=o.strScale,l=o.strTranslate,c=o.rad2deg,u=t(\"../../constants/alignment\").MID_SHIFT,f=t(\"../../components/drawing\"),h=t(\"./constants\"),p=t(\"../../lib/svg_text_utils\"),d=t(\"../../plots/cartesian/axes\"),g=t(\"../../plots/cartesian/axis_defaults\"),m=t(\"../../plots/cartesian/position_defaults\"),v=t(\"../../plots/cartesian/layout_attributes\"),y=t(\"../../components/color\"),x={left:\"start\",center:\"middle\",right:\"end\"},b={left:0,center:.5,right:1},_=/[yzafpn\\xb5mkMGTPEZY]/;function w(t){return t&&t.duration>0}function T(t){t.each((function(t){y.stroke(n.select(this),t.line.color)})).each((function(t){y.fill(n.select(this),t.color)})).style(\"stroke-width\",(function(t){return t.line.width}))}function k(t,e,r){var n=t._fullLayout,i=o.extendFlat({type:\"linear\",ticks:\"outside\",range:r,showline:!0},e),a={type:\"linear\",_id:\"x\"+e._id},s={letter:\"x\",font:n.font,noHover:!0,noTickson:!0};function l(t,e){return o.coerce(i,a,v,t,e)}return g(i,a,l,s,n),m(i,a,l,s),a}function A(t,e,r){return[Math.min(e/t.width,r/t.height),t,e+\"x\"+r]}function M(t,e,r,i){var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"text\"),o=n.select(a);return o.text(t).attr(\"x\",0).attr(\"y\",0).attr(\"text-anchor\",r).attr(\"data-unformatted\",t).call(p.convertToTspans,i).call(f.font,e),f.bBox(o.node())}function S(t,e,r,n,i,a){var s=\"_cache\"+e;t[s]&&t[s].key===i||(t[s]={key:i,value:r});var l=o.aggNums(a,null,[t[s].value,n],2);return t[s].value=l,l}e.exports=function(t,e,r,g){var m,v=t._fullLayout;w(r)&&g&&(m=g()),o.makeTraceGroups(v._indicatorlayer,e,\"trace\").each((function(e){var g,E,L,C,P,I=e[0].trace,O=n.select(this),z=I._hasGauge,D=I._isAngular,R=I._isBullet,F=I.domain,B={w:v._size.w*(F.x[1]-F.x[0]),h:v._size.h*(F.y[1]-F.y[0]),l:v._size.l+v._size.w*F.x[0],r:v._size.r+v._size.w*(1-F.x[1]),t:v._size.t+v._size.h*(1-F.y[1]),b:v._size.b+v._size.h*F.y[0]},N=B.l+B.w/2,j=B.t+B.h/2,U=Math.min(B.w/2,B.h),V=h.innerRadius*U,q=I.align||\"center\";if(E=j,z){if(D&&(g=N,E=j+U/2,L=function(t){return function(t,e){var r=Math.sqrt(t.width/2*(t.width/2)+t.height*t.height);return[e/r,t,e]}(t,.9*V)}),R){var H=h.bulletPadding,G=1-h.bulletNumberDomainSize+H;g=B.l+(G+(1-G)*b[q])*B.w,L=function(t){return A(t,(h.bulletNumberDomainSize-H)*B.w,B.h)}}}else g=B.l+b[q]*B.w,L=function(t){return A(t,B.w,B.h)};!function(t,e,r,i){var c,u,h,g=r[0].trace,m=i.numbersX,v=i.numbersY,T=g.align||\"center\",A=x[T],E=i.transitionOpts,L=i.onComplete,C=o.ensureSingle(e,\"g\",\"numbers\"),P=[];g._hasNumber&&P.push(\"number\");g._hasDelta&&(P.push(\"delta\"),\"left\"===g.delta.position&&P.reverse());var I=C.selectAll(\"text\").data(P);function O(e,r,n,i){if(!e.match(\"s\")||n>=0==i>=0||r(n).slice(-1).match(_)||r(i).slice(-1).match(_))return r;var a=e.slice().replace(\"s\",\"f\").replace(/\\d+/,(function(t){return parseInt(t)-1})),o=k(t,{tickformat:a});return function(t){return Math.abs(t)<1?d.tickText(o,t).text:r(t)}}I.enter().append(\"text\"),I.attr(\"text-anchor\",(function(){return A})).attr(\"class\",(function(t){return t})).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),I.exit().remove();var z,D=g.mode+g.align;g._hasDelta&&(z=function(){var e=k(t,{tickformat:g.delta.valueformat},g._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=function(t){return g.delta.relative?t.relativeDelta:t.delta},s=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?g.delta.increasing.symbol:g.delta.decreasing.symbol)+e(t)},l=function(t){return t.delta>=0?g.delta.increasing.color:g.delta.decreasing.color};void 0===g._deltaLastValue&&(g._deltaLastValue=o(r[0]));var c=C.select(\"text.delta\");function h(){c.text(s(o(r[0]),i)).call(y.fill,l(r[0])).call(p.convertToTspans,t)}return c.call(f.font,g.delta.font).call(y.fill,l({delta:g._deltaLastValue})),w(E)?c.transition().duration(E.duration).ease(E.easing).tween(\"text\",(function(){var t=n.select(this),e=o(r[0]),c=g._deltaLastValue,u=O(g.delta.valueformat,i,c,e),f=a(c,e);return g._deltaLastValue=e,function(e){t.text(s(f(e),u)),t.call(y.fill,l({delta:f(e)}))}})).each(\"end\",(function(){h(),L&&L()})).each(\"interrupt\",(function(){h(),L&&L()})):h(),u=M(s(o(r[0]),i),g.delta.font,A,t),c}(),D+=g.delta.position+g.delta.font.size+g.delta.font.family+g.delta.valueformat,D+=g.delta.increasing.symbol+g.delta.decreasing.symbol,h=u);g._hasNumber&&(!function(){var e=k(t,{tickformat:g.number.valueformat},g._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=g.number.suffix,s=g.number.prefix,l=C.select(\"text.number\");function u(){var e=\"number\"==typeof r[0].y?s+i(r[0].y)+o:\"-\";l.text(e).call(f.font,g.number.font).call(p.convertToTspans,t)}w(E)?l.transition().duration(E.duration).ease(E.easing).each(\"end\",(function(){u(),L&&L()})).each(\"interrupt\",(function(){u(),L&&L()})).attrTween(\"text\",(function(){var t=n.select(this),e=a(r[0].lastY,r[0].y);g._lastValue=r[0].y;var l=O(g.number.valueformat,i,r[0].lastY,r[0].y);return function(r){t.text(s+l(e(r))+o)}})):u(),c=M(s+i(r[0].y)+o,g.number.font,A,t)}(),D+=g.number.font.size+g.number.font.family+g.number.valueformat+g.number.suffix+g.number.prefix,h=c);if(g._hasDelta&&g._hasNumber){var R,F,B=[(c.left+c.right)/2,(c.top+c.bottom)/2],N=[(u.left+u.right)/2,(u.top+u.bottom)/2],j=.75*g.delta.font.size;\"left\"===g.delta.position&&(R=S(g,\"deltaPos\",0,-1*(c.width*b[g.align]+u.width*(1-b[g.align])+j),D,Math.min),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:u.left+R,right:c.right,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),\"right\"===g.delta.position&&(R=S(g,\"deltaPos\",0,c.width*(1-b[g.align])+u.width*b[g.align]+j,D,Math.max),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:c.left,right:u.right+R,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),\"bottom\"===g.delta.position&&(R=null,F=u.height,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height,bottom:c.bottom+u.height}),\"top\"===g.delta.position&&(R=null,F=c.top,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height-u.height,bottom:c.bottom}),z.attr({dx:R,dy:F})}(g._hasNumber||g._hasDelta)&&C.attr(\"transform\",(function(){var t=i.numbersScaler(h);D+=t[2];var e,r=S(g,\"numbersScale\",1,t[0],D,Math.min);g._scaleNumbers||(r=1),e=g._isAngular?v-r*h.bottom:v-r*(h.top+h.bottom)/2,g._numbersTop=r*h.top+e;var n=h[T];\"center\"===T&&(n=(h.left+h.right)/2);var a=m-r*n;return a=S(g,\"numbersTranslate\",0,a,D,Math.max),l(a,e)+s(r)}))}(t,O,e,{numbersX:g,numbersY:E,numbersScaler:L,transitionOpts:r,onComplete:m}),z&&(C={range:I.gauge.axis.range,color:I.gauge.bgcolor,line:{color:I.gauge.bordercolor,width:0},thickness:1},P={range:I.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:I.gauge.bordercolor,width:I.gauge.borderwidth},thickness:1});var Y=O.selectAll(\"g.angular\").data(D?e:[]);Y.exit().remove();var W=O.selectAll(\"g.angularaxis\").data(D?e:[]);W.exit().remove(),D&&function(t,e,r,a){var o,s,f,h,p=r[0].trace,g=a.size,m=a.radius,v=a.innerRadius,y=a.gaugeBg,x=a.gaugeOutline,b=[g.l+g.w/2,g.t+g.h/2+m/2],_=a.gauge,A=a.layer,M=a.transitionOpts,S=a.onComplete,E=Math.PI/2;function L(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-E;return r<-E?-E:r>E?E:r}function C(t){return n.svg.arc().innerRadius((v+m)/2-t/2*(m-v)).outerRadius((v+m)/2+t/2*(m-v)).startAngle(-E)}function P(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(L(t.range[0])).endAngle(L(t.range[1]))()}))}_.enter().append(\"g\").classed(\"angular\",!0),_.attr(\"transform\",l(b[0],b[1])),A.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),A.selectAll(\"g.xangularaxistick,path,text\").remove(),(o=k(t,p.gauge.axis)).type=\"linear\",o.range=p.gauge.axis.range,o._id=\"xangularaxis\",o.ticklabeloverflow=\"allow\",o.setScale();var I=function(t){return(o.range[0]-t.x)/(o.range[1]-o.range[0])*Math.PI+Math.PI},O={},z=d.makeLabelFns(o,0).labelStandoff;O.xFn=function(t){var e=I(t);return Math.cos(e)*z},O.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*u)},O.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},O.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var D=function(t){return l(b[0]+m*Math.cos(t),b[1]-m*Math.sin(t))};f=function(t){return D(I(t))};if(s=d.calcTicks(o),h=d.getTickSigns(o)[2],o.visible){h=\"inside\"===o.ticks?-1:1;var R=(o.linewidth||1)/2;d.drawTicks(t,o,{vals:s,layer:A,path:\"M\"+h*R+\",0h\"+h*o.ticklen,transFn:function(t){var e=I(t);return D(e)+\"rotate(\"+-c(e)+\")\"}}),d.drawLabels(t,o,{vals:s,layer:A,transFn:f,labelFns:O})}var F=[y].concat(p.gauge.steps),B=_.selectAll(\"g.bg-arc\").data(F);B.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),B.select(\"path\").call(P).call(T),B.exit().remove();var N=C(p.gauge.bar.thickness),j=_.selectAll(\"g.value-arc\").data([p.gauge.bar]);j.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var U=j.select(\"path\");w(M)?(U.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){S&&S()})).each(\"interrupt\",(function(){S&&S()})).attrTween(\"d\",(V=N,q=L(r[0].lastY),H=L(r[0].y),function(){var t=i(q,H);return function(e){return V.endAngle(t(e))()}})),p._lastValue=r[0].y):U.attr(\"d\",\"number\"==typeof r[0].y?N.endAngle(L(r[0].y)):\"M0,0Z\");var V,q,H;U.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Y=_.selectAll(\"g.threshold-arc\").data(F);Y.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),Y.select(\"path\").call(P).call(T),Y.exit().remove();var W=_.selectAll(\"g.gauge-outline\").data([x]);W.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),W.select(\"path\").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:m});var X=O.selectAll(\"g.bullet\").data(R?e:[]);X.exit().remove();var Z=O.selectAll(\"g.bulletaxis\").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",l(v.l,v.t)),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:\"inside\"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*A})).attr(\"height\",(function(t){return t.thickness*A}))}var C=[g].concat(u.gauge.steps),P=f.selectAll(\"g.bg-bullet\").data(C);P.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),P.select(\"rect\").call(L).call(T),P.exit().remove();var I=f.selectAll(\"g.value-bullet\").data([u.gauge.bar]);I.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),I.select(\"rect\").attr(\"height\",M).attr(\"y\",(A-M)/2).call(T),w(b)?I.select(\"rect\").transition().duration(b.duration).ease(b.easing).each(\"end\",(function(){_&&_()})).each(\"interrupt\",(function(){_&&_()})).attr(\"width\",Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y)))):I.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y))):0);I.exit().remove();var O=r.filter((function(){return u.gauge.threshold.value||0===u.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(O);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",i.c2p(u.gauge.threshold.value)).attr(\"x2\",i.c2p(u.gauge.threshold.value)).attr(\"y1\",(1-u.gauge.threshold.thickness)/2*A).attr(\"y2\",(1-(1-u.gauge.threshold.thickness)/2)*A).call(y.stroke,u.gauge.threshold.line.color).style(\"stroke-width\",u.gauge.threshold.line.width),z.exit().remove();var D=f.selectAll(\"g.gauge-outline\").data([m]);D.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),D.select(\"rect\").call(L).call(T),D.exit().remove()}(t,0,e,{gauge:X,layer:Z,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:m});var J=O.selectAll(\"text.title\").data(e);J.exit().remove(),J.enter().append(\"text\").classed(\"title\",!0),J.attr(\"text-anchor\",(function(){return 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../mesh3d/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll;var 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../surface/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat;e.exports=l({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":674}],1161:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),i=t(\"delaunay-triangulate\"),a=t(\"alpha-shape\"),o=t(\"convex-hull\"),s=t(\"../../lib/gl_format_color\").parseColorScale,l=t(\"../../lib/str2rgbarray\"),c=t(\"../../components/colorscale\").extractOpts,u=t(\"../../plots/gl3d/zip3\");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function g(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function m(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!m(t.i,f)||!m(t.j,f)||!m(t.k,f))return;n=u(g(t.i),g(t.j),g(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=[\"x\",\"y\",\"z\"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color=\"#fff\";var x=t.intensitymode;v[x+\"Intensity\"]=t.intensity,v[x+\"IntensityBounds\"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new f(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../components/colorscale\":678,\"../../lib/gl_format_color\":799,\"../../lib/str2rgbarray\":828,\"../../plots/gl3d/zip3\":907,\"alpha-shape\":75,\"convex-hull\":141,\"delaunay-triangulate\":180,\"gl-mesh3d\":315}],1162:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function c(t){var e=t.map((function(t){var e=l(t);return e&&i.isArrayOrTypedArray(e)?e:null}));return e.every((function(t){return 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n=t(\"../../lib\").extendFlat,i=t(\"../scatter/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../components/drawing/attributes\").dash,s=t(\"../../components/fx/attributes\"),l=t(\"../../constants/delta.js\"),c=l.INCREASING.COLOR,u=l.DECREASING.COLOR,f=i.line;function 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E=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(E),S.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;A.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),A.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",I).on(\"dragend\",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function g(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function m(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var m=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(m.x+m.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+g.left,y:_-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(g),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return u.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var g=u.model.count,m=u.model.categoryLabel,v=g/u.parcatsViewModel.model.count,y={countLabel:g,categoryLabel:m,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:g,category:m,probability:v}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if(\"color\"===l?(!function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),S(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),M(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===l?e=E(r,a,this):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),c=n.select(r).datum(),f=c.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,g=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var m=f.model.categoryLabel,v=c.parcatsViewModel.model.count,y=0;c.categoryViewModel.bands.forEach((function(t){t.color===c.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===c.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:m,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color \\u2229 \"+m+\"): \"+k.probabilityLabel),A.push(\"P(\"+m+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+m+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=u.mostReadable(c.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(g-e.top),text:M,color:c.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:m,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,this)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(g),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event)}}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function D(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(g),N(g)),g}function B(t,e,r,n,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+n+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=i[b][_],T=a[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],A=k.bands.length,M=k.bands[A-1];if(void 0===M||v.rawColor!==M.rawColor){var S=void 0===M?0:M.y+M.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[A-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?B(s,x,l,m,.5):B(s,x,l,m,0),h[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=h}function j(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var i=e[n].dimensionInd,a=t.model.dimensions[i];r.push(U(t,a))}t.dimensions=r}function U(t,e){var r,n=t.model.dimensions.length,i=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),g=8*(f-h)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<h;c++)l=m[c].categoryInd,o=e.categories[l],a=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){h(r,t,n,e)}},{\"../../components/drawing\":688,\"../../components/fx\":706,\"../../lib\":803,\"../../lib/svg_text_utils\":829,\"../../plot_api/plot_api\":840,\"@plotly/d3\":58,\"d3-interpolate\":171,tinycolor2:598}],1179:[function(t,e,r){\"use 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/layout_attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":673,\"../../lib/extend\":793,\"../../plot_api/plot_template\":843,\"../../plots/cartesian/layout_attributes\":869,\"../../plots/domain\":882,\"../../plots/font_attributes\":883}],1181:[function(t,e,r){\"use 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r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else 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t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e){var r=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);r.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t,e){var r=t.selectAll(\".background\").data(o);r.enter().append(\"rect\").classed(\"background\",!0).call(d).call(g).style(\"pointer-events\",\"auto\").attr(\"transform\",l(0,n.verticalPadding)),r.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var i=t.selectAll(\".highlight-shadow\").data(o);i.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",e).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),i.attr(\"y1\",(function(t){return t.height})).call(x);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(x)}(r,e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":803,\"../../lib/gup\":800,\"./constants\":1184,\"@plotly/d3\":58}],1182:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.style.width,height:this.style.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":780,\"../../plots/get_data\":891,\"./plot\":1191,\"@plotly/d3\":58}],1183:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,i=t(\"../../components/colorscale\"),a=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{\"../../components/colorscale\":678,\"../../lib\":803,\"../../lib/gup\":800}],1184:[function(t,e,r){\"use 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n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":803}],1187:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1180,\"./base_plot\":1182,\"./calc\":1183,\"./defaults\":1185,\"./plot\":1191}],1188:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],f(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*c,a.offset=2*l*n,e(a),l*n+c<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*a+l];63===l&&0===o&&(c*=-1),n[i++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,i,a,o,l,c,u,f,h,p,d){for(var g=[[],[]],m=0;m<64;m++)g[0][m]=m===i?1:0,g[1][m]=m===a?1:0;o*=d,l*=d,c*=d,u*=d;var v=t.lines.canvasOverdrag*d,y=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color;return s.extendFlat({key:f,resolution:[x,b],viewBoxPos:[o+v,l],viewBoxSize:[c,u],i0:i,i1:a,dim0A:g[0].slice(0,16),dim0B:g[0].slice(16,32),dim0C:g[0].slice(32,48),dim0D:g[0].slice(48,64),dim1A:g[1].slice(0,16),dim1B:g[1].slice(16,32),dim1C:g[1].slice(32,48),dim1D:g[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,A[3]<1?A[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+v)+(_-v)+k*y.x[0],scissorWidth:(n===r?x-o+v:c+.5)+(n===e?o+v:0),scissorY:l+w+T*y.y[0],scissorHeight:u,viewportX:_-v+k*y.x[0],viewportY:w+T*y.y[0],viewportWidth:x,viewportHeight:b},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k=T._gl,A=k.getParameter(k.ALIASED_LINE_WIDTH_RANGE),M=Math.max(A[0],Math.min(A[1],e.viewModel.plotGlPixelRatio)),S={currentRafs:{},drawCompleted:!0,clearOnly:!1},E=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),L=T.texture(u),C=[];I(e);var P=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:1,dstAlpha:1},equation:{rgb:\"add\",alpha:\"add\"},color:[0,0,0,0]},depth:{enable:!_,mask:!0,func:\"less\",range:[0,1]},cull:{enable:!0,face:\"back\"},scissor:{enable:!0,box:{x:T.prop(\"scissorX\"),y:T.prop(\"scissorY\"),width:T.prop(\"scissorWidth\"),height:T.prop(\"scissorHeight\")}},viewport:{x:T.prop(\"viewportX\"),y:T.prop(\"viewportY\"),width:T.prop(\"viewportWidth\"),height:T.prop(\"viewportHeight\")},dither:!1,vert:i,frag:a,primitive:\"lines\",lineWidth:M,attributes:E,uniforms:{resolution:T.prop(\"resolution\"),viewBoxPos:T.prop(\"viewBoxPos\"),viewBoxSize:T.prop(\"viewBoxSize\"),dim0A:T.prop(\"dim0A\"),dim1A:T.prop(\"dim1A\"),dim0B:T.prop(\"dim0B\"),dim1B:T.prop(\"dim1B\"),dim0C:T.prop(\"dim0C\"),dim1C:T.prop(\"dim1C\"),dim0D:T.prop(\"dim0D\"),dim1D:T.prop(\"dim1D\"),loA:T.prop(\"loA\"),hiA:T.prop(\"hiA\"),loB:T.prop(\"loB\"),hiB:T.prop(\"hiB\"),loC:T.prop(\"loC\"),hiC:T.prop(\"hiC\"),loD:T.prop(\"loD\"),hiD:T.prop(\"hiD\"),palette:L,contextColor:T.prop(\"contextColor\"),maskTexture:T.prop(\"maskTexture\"),drwLayer:T.prop(\"drwLayer\"),maskHeight:T.prop(\"maskHeight\")},offset:T.prop(\"offset\"),count:T.prop(\"count\")});function I(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),m=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(m,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](g(n/4,e,r))}(E,m,a),_||w||(L=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var s=e%8,c=(e-s)/8,u=Math.pow(2,s),f=l[e].brush.filter.get();if(!(f.length<2)){var h=x(f[0])[1];for(r=1;r<f.length;r++){var p=x(f[r]);for(n=h+1;n<p[0];n++)o[8*n+c]&=~u;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return b?b(d):b=T.texture(d),{maskTexture:b,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(_);for(i=0;i<s;i++){var d=t[i],g=d.dim0.crossfilterDimensionIndex,v=d.dim1.crossfilterDimensionIndex,k=d.canvasX,A=d.canvasY,M=k+d.panelSizeX,E=d.plotGlPixelRatio;if(e||!C[g]||C[g][0]!==k||C[g][1]!==M){C[g]=[k,M];var L=y(r,a,o,i,g,v,k,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,_?0:w?2:1,p,E);S.clearOnly=n;var I=e?r.lines.blockLineCount:m;h(T,P,S,I,m,L)}}},readPixel:function(t,e){return T.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",L.destroy(),b&&b.destroy(),E)E[e].destroy()},update:I}}},{\"../../lib\":803,\"./constants\":1184,glslify:442}],1189:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],1190:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=i.numberFormat,o=t(\"color-rgba\"),s=t(\"../../plots/cartesian/axes\"),l=i.strRotate,c=i.strTranslate,u=t(\"../../lib/svg_text_utils\"),f=t(\"../../components/drawing\"),h=t(\"../../components/colorscale\"),p=t(\"../../lib/gup\"),d=p.keyFun,g=p.repeat,m=p.unwrap,v=t(\"./helpers\"),y=t(\"./constants\"),x=t(\"./axisbrush\"),b=t(\"./lines\");function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,c=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-c[0])/(c[1]-c[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(c).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return e(t)}))}}function E(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function L(t,e,r){var a=m(e),s=a.trace,l=v.convertTypedArray(a.lineColor),c=s.line,u={color:o(y.deselectedLineColor)},f=h.extractOpts(c),p=f.reversescale?h.flipScale(a.cscale):a.cscale,d=s.domain,g=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,w=s.labelfont,k=s.tickfont,A=s.rangefont,M=i.extendDeepNoArrays({},c,{color:l.map(n.scale.linear().domain(T({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:y.blockLineCount,canvasOverdrag:y.overdrag*y.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),L=Math.floor(t.height*(d.y[1]-d.y[0])),C=t.margin||{l:80,r:80,t:100,b:80},P=E,I=L;return{key:r,colCount:g.filter(v.isVisible).length,dimensions:g,tickDistance:y.tickDistance,unitToColor:S(p),lines:M,deselectedLines:u,labelAngle:b,labelSide:_,labelFont:w,tickFont:k,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:C,canvasWidth:P*y.canvasPixelRatio+2*M.canvasOverdrag,canvasHeight:I*y.canvasPixelRatio,width:P,height:I,canvasPixelRatio:y.canvasPixelRatio}}function C(t,e,r){var o=r.width,s=r.height,l=r.dimensions,c=r.canvasPixelRatio,u=function(t){return o*t/Math.max(1,r.colCount-1)},f=y.verticalPadding/s,h=function(t,e){return n.scale.linear().range([e,t-e])}(s,y.verticalPadding),p={key:r.key,xScale:u,model:r,inBrushDrag:!1},d={};return p.dimensions=l.filter(v.isVisible).map((function(o,l){var g=function(t,e){return n.scale.linear().domain(T(t)).range([e,1-e])}(o,f),m=d[o.label];d[o.label]=(m||0)+1;var b=o.label+(m?\"__\"+m:\"\"),_=o.constraintrange,w=_&&_.length;w&&!Array.isArray(_[0])&&(_=[_]);var k=w?_.map((function(t){return t.map(g)})):[[-1/0,1/0]],S=o.values;S.length>o._length&&(S=S.slice(0,o._length));var L,C=o.tickvals;function P(t,e){return{val:t,text:L[e]}}function I(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){L=o.ticktext,Array.isArray(L)&&L.length?L.length>C.length?L=L.slice(0,C.length):C.length>L.length&&(C=C.slice(0,L.length)):L=C.map(a(o.tickformat));for(var O=1;O<C.length;O++)if(C[O]<C[O-1]){for(var z=C.map(P).sort(I),D=0;D<C.length;D++)C[D]=z[D].val,L[D]=z[D].text;break}}else C=void 0;return S=v.convertTypedArray(S),{key:b,label:o.label,tickFormat:o.tickformat,tickvals:C,ticktext:L,ordinal:v.isOrdinal(o),multiselect:o.multiselect,xIndex:l,crossfilterDimensionIndex:l,visibleIndex:o._index,height:s,values:S,paddedUnitValues:S.map(g),unitTickvals:C&&C.map(g),xScale:u,x:u(l),canvasX:u(l)*c,unitToPaddedPx:h,domainScale:A(s,y.verticalPadding,o,C,L),ordinalScale:M(o),parent:p,model:r,brush:x.makeBrush(t,w,k,(function(){t.linePickActive(!1)}),(function(){var e=p;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=E(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(p.focusLayer.render(p.panels,!0),p.pickLayer&&p.pickLayer.render(p.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=g.invert,a=r.map((function(t){return t.map(n).sort(i.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(p.key,o._index,a)}}))}})),p}function P(t){t.classed(y.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function I(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function O(t,e,r){for(var n=e.panels||(e.panels=[]),i=t.data(),a=0;a<i.length-1;a++){var o=n[a]||(n[a]={}),s=i[a],l=i[a+1];o.dim0=s,o.dim1=l,o.canvasX=s.canvasX,o.panelSizeX=l.canvasX-s.canvasX,o.panelSizeY=e.model.canvasHeight,o.y=0,o.canvasY=0,o.plotGlPixelRatio=r}}function z(t,e){return s.tickText(t._ax,e,!1).text}function D(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return z(t.model.dimensions[t.visibleIndex],n)}e.exports=function(t,e,r,a){var o=t._fullLayout,h=o._toppaper,p=o._glcontainer,_=t._context.plotGlPixelRatio,T=t._fullLayout.paper_bgcolor;!function(t){for(var e=0;e<t.length;e++)for(var 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n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top 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r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(m+=y),a.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(m+=y),!1===i.color&&u[r]&&(i.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=m),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":666,\"fast-isnumeric\":249,tinycolor2:598}],1195:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":803,\"../../plots/domain\":882,\"../bar/defaults\":945,\"./attributes\":1192,\"fast-isnumeric\":249}],1196:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":702}],1197:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":803}],1198:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1192,\"./base_plot\":1193,\"./calc\":1194,\"./defaults\":1195,\"./layout_attributes\":1199,\"./layout_defaults\":1200,\"./plot\":1201,\"./style\":1202,\"./style_one\":1203}],1199:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1200:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":803,\"./layout_attributes\":1199}],1201:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,g=t(\"../bar/constants\").TEXTPAD,m=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u=\"funnelarea\"===c.type;\"_hasHoverLabel\"in c||(c._hasHoverLabel=!1),\"_hasHoverEvent\"in c||(c._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[m.castOption(h,t.pts)],_module:c._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),g=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=m.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=m.formatPieValue(t.v,y),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=m.formatPiePercent(t.percent,y),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:g,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:g-p*i.r,_y1:u?s+t.BL[1]:g+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:m.castOption(_.bgcolor,t.pts)||t.color,borderColor:m.castOption(_.bordercolor,t.pts),fontFamily:m.castOption(w.family,t.pts),fontSize:m.castOption(w.size,t.pts),fontColor:m.castOption(w.color,t.pts),nameLength:m.castOption(_.namelength,t.pts),textAlign:m.castOption(_.align,t.pts),hovertemplate:m.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=m.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=m.castOption(t._input.textfont.color,e.pts));var i=m.castOption(t.insidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.insidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(a)}};if(f||h){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(f||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;g.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a));for(var x=0,b=0,_=0;_<g.length;_++){var w=g[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return g[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),g=n.separators;if(s=f?[e.label]:[],h){var v=m.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(m.formatPieValue(e.v,g)),d&&s.push(m.formatPiePercent(e.v/r.vTotal,g)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:m.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:m.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=m.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],g=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=m.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=g.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),g.pull){var v=+m.castOption(g.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=g.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+\"l\"+M*i.px0[0]+\",\"+M*i.px0[1]+A+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+A+\"Z\")}D(t,i,d);var S=m.castOption(g.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=m.castOption(t.outsidetextfont.color,e.pts)||m.castOption(t.textfont.color,e.pts)||r.color,i=m.castOption(t.outsidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.outsidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(g,i,r.font):b(g,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=L(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,g.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(g.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(g.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=g.title.text;g._meta&&(i=l.templateString(i,g._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,g.title.font).call(f.convertToTspans,t),e=\"middle center\"===g.title.position?function(t){var 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i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),r&&h(e,t).selectAll(\".\"+c.sankeyNode).filter(m(t)).call(v)}function b(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(c.sankeyNode).filter(m(t)).call(y)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}e.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,g=0;g<t._fullData.length;g++)if(t._fullData[g].visible&&t._fullData[g].type===c.sankey&&!t._fullData[g]._viewInitial){var m=t._fullData[g].node;t._fullData[g]._viewInitial={node:{groups:m.groups.slice(),x:m.x.slice(),y:m.y.slice()}}}var w=u(t,\"source:\")+\" \",T=u(t,\"target:\")+\" \",k=u(t,\"concentration:\")+\" \",A=u(t,\"incoming flow count:\")+\" \",M=u(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var c=[],u=0,h=0;h<i.flow.links.length;h++){var g=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===g.pointNumber){i.link.pointNumber===g.pointNumber&&(u=h),g.fullData=g.trace,o=i.link.trace.link;var m=y(g),v={valueLabel:a(i.valueFormat)(g.value)+i.valueSuffix};c.push({x:m[0],y:m[1],name:v.valueLabel,text:[g.label||\"\",w+g.source.label,T+g.target.label,g.concentrationscale?k+a(\"%0.2f\")(g.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(g.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<m[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:v,eventData:[g]})}}s.loneHover(c,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:u}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function y(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(v,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+c.nodeRect),u=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),g=h.left-2-u.left,m=h.right+2-u.left,v=h.top+h.height/4-u.top,y={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*g,x1:x*m,y:b*v,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var 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n,i=y(e),a=i.trace,u=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,g=t.width*(u.x[1]-u.x[0]),m=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[g,m]:[m,g]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*g,a.node.y[_]*m];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if(\"snap\"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return 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e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" 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\"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+u+\"C\"+l+\",\"+u+\" \"+c+\",\"+h+\" 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e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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n=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/calc\"),a=t(\"./subtypes\");e.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},{\"../../components/colorscale/calc\":674,\"../../components/colorscale/helpers\":677,\"./subtypes\":1243}],1222:[function(t,e,r){\"use strict\";e.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},{}],1223:[function(t,e,r){\"use strict\";var n=t(\"./calc\");function i(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return 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n=t(\"../../components/color\"),i=t(\"../../lib\").isArrayOrTypedArray;e.exports=function(t,e,r,a){var o=!1;if(e.marker){var s=e.marker.color,l=(e.marker.line||{}).color;s&&!i(s)?o=s:l&&!i(l)&&(o=l)}a(\"fillcolor\",n.addOpacity((e.line||{}).color||o||r,.5))}},{\"../../components/color\":666,\"../../lib\":803}],1227:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a={_fullLayout:r},o=n.getFromTrace(a,e,\"x\"),s=n.getFromTrace(a,e,\"y\");return i.xLabel=n.tickText(o,o.c2l(t.x),!0).text,i.yLabel=n.tickText(s,s.c2l(t.y),!0).text,i}},{\"../../plots/cartesian/axes\":854}],1228:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"./subtypes\");e.exports=function(t,e){var r,a;if(\"lines\"===t.mode)return(r=t.line.color)&&n.opacity(r)?r:t.fillcolor;if(\"none\"===t.mode)return t.fill?t.fillcolor:\"\";var 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=i(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var g=function(t,e,r){var n,i=(r+1)%3,a=(r+2)%3,o=[],l=[];for(n=0;n<t.length;++n){var c=t[n];!isNaN(c[i])&&isFinite(c[i])&&!isNaN(c[a])&&isFinite(c[a])&&(o.push([c[i],c[a]]),l.push(n))}var u=s(o);for(n=0;n<u.length;++n)for(var f=u[n],h=0;h<f.length;++h)f[h]=l[f[h]];return{positions:t,cells:u,meshColor:e}}(p.position,p.delaunayColor,p.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=u,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},y.dispose=function(){this.linePlot&&(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&&(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=function(t,e){var r=new v(t,e.uid);return r.update(e),r}},{\"../../components/fx/helpers\":702,\"../../constants/gl3d_dashes\":776,\"../../constants/gl3d_markers\":777,\"../../lib\":803,\"../../lib/gl_format_color\":799,\"../../lib/str2rgbarray\":828,\"../../plots/cartesian/axes\":854,\"../scatter/make_bubble_size_func\":1235,\"./calc_errors\":1248,\"delaunay-triangulate\":180,\"gl-error3d\":273,\"gl-line3d\":281,\"gl-mesh3d\":315,\"gl-scatter3d\":334}],1250:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,n){return i.coerce(t,e,c,r,n)}if(function(t,e,r,i){var a=0,o=r(\"x\"),s=r(\"y\"),l=r(\"z\");n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],i),o&&s&&l&&(a=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=a);return 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strict\";e.exports={plot:t(\"./convert\"),attributes:t(\"./attributes\"),markerSymbols:t(\"../../constants/gl3d_markers\"),supplyDefaults:t(\"./defaults\"),colorbar:[{container:\"marker\",min:\"cmin\",max:\"cmax\"},{container:\"line\",min:\"cmin\",max:\"cmax\"}],calc:t(\"./calc\"),moduleType:\"trace\",name:\"scatter3d\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../constants/gl3d_markers\":777,\"../../plots/gl3d\":896,\"./attributes\":1246,\"./calc\":1247,\"./convert\":1249,\"./defaults\":1250}],1252:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,f=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},{\"../../components/colorscale/attributes\":673,\"../../lib/extend\":793,\"../../plots/attributes\":850,\"../../plots/template_attributes\":926,\"../scatter/attributes\":1218}],1253:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":803,\"../scatter/constants\":1222,\"../scatter/fillcolor_defaults\":1226,\"../scatter/line_defaults\":1231,\"../scatter/line_shape_defaults\":1233,\"../scatter/marker_defaults\":1237,\"../scatter/subtypes\":1243,\"../scatter/text_defaults\":1244,\"./attributes\":1252}],1255:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=n[i];return t.a=a.a,t.b=a.b,t.y=a.y,t}},{}],1256:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,i=n.ab2ij([t.a,t.b]),a=Math.floor(i[0]),o=i[0]-a,s=Math.floor(i[1]),l=i[1]-s,c=n.evalxy([],a,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1257:[function(t,e,r){\"use 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,f=a.marker,h=a.line,p=f.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,g=f(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=a(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var i=e.hi||t.hoverinfo,a=\"all\"===i?s.hoverinfo.flags:i.split(\"+\"),l=-1!==a.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==a.indexOf(\"lon\"),u=-1!==a.indexOf(\"lat\"),f=-1!==a.indexOf(\"text\"),h=[];function p(t){return t+\"\\xb0\"}l?h.push(e.loc):c&&u?h.push(\"(\"+p(r.latLabel)+\", \"+p(r.lonLabel)+\")\"):c?h.push(n.lon+p(r.lonLabel)):u&&h.push(n.lat+p(r.latLabel));f&&o(e,t,h);return h.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":706,\"../../constants/numerical\":779,\"../../lib\":803,\"../scatter/get_trace_color\":1228,\"./attributes\":1260}],1266:[function(t,e,r){\"use 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=t(\"../../lib/topojson_utils\").getTopojsonFeatures,o=t(\"../../lib/geojson_utils\"),s=t(\"../../lib/geo_location_utils\"),l=t(\"../../plots/cartesian/autorange\").findExtremes,c=t(\"../../constants/numerical\").BADNUM,u=t(\"../scatter/calc\").calcMarkerSize,f=t(\"../scatter/subtypes\"),h=t(\"./style\");e.exports={calcGeoJSON:function(t,e){var r,n,i=t[0].trace,o=e[i.geo],f=o._subplot,h=i._length;if(Array.isArray(i.locations)){var p=i.locationmode,d=\"geojson-id\"===p?s.extractTraceFeature(t):a(i,f.topojson);for(r=0;r<h;r++){n=t[r];var g=\"geojson-id\"===p?n.fOut:s.locationToFeature(p,n.loc,d);n.lonlat=g?g.properties.ct:[c,c]}}var m,v,y={padded:!0};if(\"geojson\"===o.fitbounds&&\"geojson-id\"===i.locationmode){var x=s.computeBbox(s.getTraceGeojson(i));m=[x[0],x[2]],v=[x[1],x[3]]}else{for(m=new Array(h),v=new 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s=o.calcTraceToLineCoords(e),c=\"none\"!==a.fill?o.makePolygon(s):o.makeLine(s);r.selectAll(\"path.js-line\").data([{geojson:c,trace:a}]).enter().append(\"path\").classed(\"js-line\",!0).style(\"stroke-miterlimit\",2)}f.hasMarkers(a)&&r.selectAll(\"path.point\").data(i.identity).enter().append(\"path\").classed(\"point\",!0).each((function(t){l(t,this)})),f.hasText(a)&&r.selectAll(\"g\").data(i.identity).enter().append(\"g\").append(\"text\").each((function(t){l(t,this)})),h(t,e)}))}}},{\"../../constants/numerical\":779,\"../../lib\":803,\"../../lib/geo_location_utils\":796,\"../../lib/geojson_utils\":797,\"../../lib/topojson_utils\":832,\"../../plots/cartesian/autorange\":853,\"../scatter/calc\":1219,\"../scatter/subtypes\":1243,\"./style\":1269,\"@plotly/d3\":58}],1268:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e){var 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e=n.select(this),r=t.trace,o=r.line||{};e.call(a.stroke,o.color).call(i.dashLine,o.dash||\"\",o.width||0),\"none\"!==r.fill&&e.call(a.fill,r.fillcolor)}))}(t,e)}},{\"../../components/color\":666,\"../../components/drawing\":688,\"../scatter/style\":1242,\"@plotly/d3\":58}],1270:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),i=t(\"../scatter/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../components/colorscale/attributes\"),s=t(\"../../lib/sort_object_keys\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll,u=t(\"./constants\").DASHES,f=i.line,h=i.marker,p=h.line,d=e.exports=c({x:i.x,x0:i.x0,dx:i.dx,y:i.y,y0:i.y0,dy:i.dy,xperiod:i.xperiod,yperiod:i.yperiod,xperiod0:i.xperiod0,yperiod0:i.yperiod0,xperiodalignment:i.xperiodalignment,yperiodalignment:i.yperiodalignment,xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),text:i.text,hovertext:i.hovertext,textposition:i.textposition,textfont:i.textfont,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},line:{color:f.color,width:f.width,shape:{valType:\"enumerated\",values:[\"linear\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},dash:{valType:\"enumerated\",values:s(u),dflt:\"solid\"}},marker:l({},o(\"marker\"),{symbol:h.symbol,size:h.size,sizeref:h.sizeref,sizemin:h.sizemin,sizemode:h.sizemode,opacity:h.opacity,colorbar:h.colorbar,line:l({},o(\"marker.line\"),{width:p.width})}),connectgaps:i.connectgaps,fill:l({},i.fill,{dflt:\"none\"}),fillcolor:i.fillcolor,selected:{marker:i.selected.marker,textfont:i.selected.textfont},unselected:{marker:i.unselected.marker,textfont:i.unselected.textfont},opacity:n.opacity},\"calc\",\"nested\");d.x.editType=d.y.editType=d.x0.editType=d.y0.editType=\"calc+clearAxisTypes\",d.hovertemplate=i.hovertemplate,d.texttemplate=i.texttemplate},{\"../../components/colorscale/attributes\":673,\"../../lib/extend\":793,\"../../lib/sort_object_keys\":826,\"../../plot_api/edit_types\":836,\"../../plots/attributes\":850,\"../../plots/cartesian/axis_format_attributes\":857,\"../scatter/attributes\":1218,\"./constants\":1272}],1271:[function(t,e,r){\"use 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T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,g]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[g*y/h,x/h]}}return o}}},{\"../../components/drawing\":688,\"../../components/fx/helpers\":702,\"../../constants/interactions\":778,\"../../lib\":803,\"../../lib/gl_format_color\":799,\"../../plots/cartesian/axis_ids\":858,\"../../registry\":931,\"../scatter/make_bubble_size_func\":1235,\"../scatter/subtypes\":1243,\"./constants\":1272,\"./helpers\":1277,\"color-normalize\":131,\"fast-isnumeric\":249,\"svg-path-sdf\":595}],1274:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,g){function m(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,g,m);if(x){u(t,e,g,m),m(\"xhoverformat\"),m(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";m(\"text\"),m(\"hovertext\"),m(\"hovertemplate\"),m(\"mode\",b),l.hasLines(e)&&(m(\"connectgaps\"),h(t,e,r,g,m),m(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,g,m),m(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(m(\"texttemplate\"),d(t,e,g,m));var _=(e.line||{}).color,w=(e.marker||{}).color;m(\"fill\"),\"none\"!==e.fill&&p(t,e,r,m);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,m)}else e.visible=!1}},{\"../../lib\":803,\"../../registry\":931,\"../scatter/constants\":1222,\"../scatter/fillcolor_defaults\":1226,\"../scatter/line_defaults\":1231,\"../scatter/marker_defaults\":1237,\"../scatter/period_defaults\":1238,\"../scatter/subtypes\":1243,\"../scatter/text_defaults\":1244,\"../scatter/xy_defaults\":1245,\"./attributes\":1270,\"./helpers\":1277}],1275:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;m.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(m)}}},{\"../../components/color\":666,\"../../constants/interactions\":778,\"../../lib\":803}],1276:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":1227}],1277:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1272}],1278:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var g=d&&d.line;g&&(h.mlc=Array.isArray(g.color)?g.color[f]:g.color,h.mlw=i.isArrayOrTypedArray(g.width)?g.width[f]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(h.mgt=Array.isArray(m.type)?m.type[f]:m.type,h.mgc=Array.isArray(m.color)?m.color[f]:m.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,g=t.cd,m=g[0].t,v=g[0].trace,y=t.xa,x=t.ya,b=m.x,_=m.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(m.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?m.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):m.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=m.ids;var L=k;if(\"x\"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,v)]},calcHover:o}},{\"../../lib\":803,\"../../registry\":931,\"../scatter/get_trace_color\":1228}],1279:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":868,\"../scatter/cross_trace_defaults\":1224,\"../scatter/marker_colorbar\":1236,\"./attributes\":1270,\"./calc\":1271,\"./defaults\":1274,\"./format_labels\":1276,\"./hover\":1278,\"./plot\":1280,\"./select\":1282}],1280:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"regl-line2d\"),a=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),f=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection;function p(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,c=i.r*n,u=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-c-(1-e.domain[1])*f,o-u-(1-r.domain[1])*h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(f(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=a(_)),!0===v.line2d&&(v.line2d=i(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=i(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var A=m.dragmode,M=l(A),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],L=E.trace,C=E.t,P=C.index,I=L._length,O=C.x,z=C.y;if(L.selectedpoints||M||S){if(M||(M=!0),L.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(L),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<I;g++)R[g]||F.push(g);v.unselectBatch[P]=F}var B=C.xpx=new Array(I),N=C.ypx=new Array(I);for(g=0;g<I;g++)B[g]=y.c2p(O[g]),N[g]=x.c2p(z[g])}else C.xpx=C.ypx=null}if(M){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x,t._context.plotGlPixelRatio),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":684,\"../../lib\":803,\"../../lib/prepare_regl\":816,\"../scatter/link_traces\":1234,\"../scatter/subtypes\":1243,\"./edit_style\":1275,\"gl-text\":355,\"regl-error2d\":536,\"regl-line2d\":537,\"regl-scatter2d\":538}],1281:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{\"../../lib\":803}],1282:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,a=t.xaxis,o=t.yaxis,s=[],l=r[0].trace,c=r[0].t,u=l._length,f=c.x,h=c.y,p=c._scene,d=c.index;if(!p)return s;var g=n.hasText(l),m=n.hasMarkers(l),v=!m&&!g;if(!0!==l.visible||v)return s;var y=[],x=[];if(!1!==e&&!e.degenerate)for(var b=0;b<u;b++)e.contains([c.xpx[b],c.ypx[b]],!1,b,t)?(y.push(b),s.push({pointNumber:b,x:a.c2d(f[b]),y:o.c2d(h[b])})):x.push(b);if(m){var _=p.scatter2d;if(y.length||x.length){if(!p.selectBatch[d].length&&!p.unselectBatch[d].length){var w=new Array(p.count);w[d]=p.markerUnselectedOptions[d],_.update.apply(_,w)}}else{var T=new Array(p.count);T[d]=p.markerOptions[d],_.update.apply(_,T)}}return p.selectBatch[d]=y,p.unselectBatch[d]=x,g&&i(r),s}},{\"../scatter/subtypes\":1243,\"./edit_style\":1275}],1283:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,f=t(\"../../plot_api/edit_types\").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":673,\"../../lib/extend\":793,\"../../plot_api/edit_types\":836,\"../../plots/attributes\":850,\"../../plots/mapbox/layout_attributes\":913,\"../../plots/template_attributes\":926,\"../scatter/attributes\":1218,\"../scattergeo/attributes\":1260}],1284:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),f=t(\"../../plots/mapbox/convert_text_opts\"),h=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function g(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function m(t,e){return i.isArrayOrTypedArray(t)?e?function(e){return n(t[e])?+t[e]:0}:function(e){return t[e]}:t?function(){return t}:v}function v(){return\"\"}function y(t){return t[0]===a}e.exports=function(t,e){var r,a=e[0].trace,x=!0===a.visible&&0!==a._length,b=\"none\"!==a.fill,_=u.hasLines(a),w=u.hasMarkers(a),T=u.hasText(a),k=w&&\"circle\"===a.marker.symbol,A=w&&\"circle\"!==a.marker.symbol,M=g(),S=g(),E=g(),L=g(),C={fill:M,line:S,circle:E,symbol:L};if(!x)return C;if((b||_)&&(r=o.calcTraceToLineCoords(e)),b&&(M.geojson=o.makePolygon(r),M.layout.visibility=\"visible\",i.extendFlat(M.paint,{\"fill-color\":a.fillcolor})),_&&(S.geojson=o.makeLine(r),S.layout.visibility=\"visible\",i.extendFlat(S.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),k){var P=function(t){var e,r,a,o,u=t[0].trace,f=u.marker,h=u.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),g=i.isArrayOrTypedArray(f.opacity);function m(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity);d&&(a=c(u));g&&(o=function(t){return m(n(t)?+i.constrain(t,0,1):0)});var v,x=[];for(e=0;e<t.length;e++){var b=t[e],_=b.lonlat;if(!y(_)){var w={};r&&(w.mcc=b.mcc=r(b.mc)),a&&(w.mrc=b.mrc=a(b.ms)),o&&(w.mo=o(b.mo)),h&&(w.selected=b.selected||0),x.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:_},properties:w})}}if(h)for(v=l.makeSelectedPointStyleFns(u),e=0;e<x.length;e++){var T=x[e].properties;v.selectedOpacityFn&&(T.mo=m(v.selectedOpacityFn(T))),v.selectedColorFn&&(T.mcc=v.selectedColorFn(T)),v.selectedSizeFn&&(T.mrc=v.selectedSizeFn(T))}return{geojson:{type:\"FeatureCollection\",features:x},mcc:p||v&&v.selectedColorFn?{type:\"identity\",property:\"mcc\"}:f.color,mrc:d||v&&v.selectedSizeFn?{type:\"identity\",property:\"mrc\"}:(k=f.size,k/2),mo:g||v&&v.selectedOpacityFn?{type:\"identity\",property:\"mo\"}:m(f.opacity)};var k}(e);E.geojson=P.geojson,E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"circle-color\":P.mcc,\"circle-radius\":P.mrc,\"circle-opacity\":P.mo})}if((A||T)&&(L.geojson=function(t,e){for(var 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/line_shape_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"../scatter/fillcolor_defaults\"),u=t(\"../scatter/constants\").PTS_LINESONLY,f=t(\"./attributes\");function h(t,e,r,n){var i,a=n(\"r\"),o=n(\"theta\");if(a)o?i=Math.min(a.length,o.length):(i=a.length,n(\"theta0\"),n(\"dtheta\"));else{if(!o)return 0;i=e.theta.length,n(\"r0\"),n(\"dr\")}return e._length=i,i}e.exports={handleRThetaDefaults:h,supplyDefaults:function(t,e,r,p){function d(r,i){return n.coerce(t,e,f,r,i)}var g=h(t,e,p,d);if(g){d(\"thetaunit\"),d(\"mode\",g<u?\"lines+markers\":\"lines\"),d(\"text\"),d(\"hovertext\"),\"fills\"!==e.hoveron&&d(\"hovertemplate\"),i.hasLines(e)&&(o(t,e,r,p,d),s(t,e,d),d(\"connectgaps\")),i.hasMarkers(e)&&a(t,e,r,p,d,{gradient:!0}),i.hasText(e)&&(d(\"texttemplate\"),l(t,e,p,d));var 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e,r,i,a,s,l,c,u,f,h,p,d,g=t._x,m=t._y,v=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,T=-1/0,k=1/0,A=\"\";for(y&&(c=g[0],f=m[0],p=v[0]),y>1&&(u=g[y-1],h=m[y-1],d=v[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,m[e]),w=Math.min(w,m[e]),T=Math.max(T,v[e]),k=Math.min(k,v[e]),a||g[e]===c||(a=!0,A+=\"x\"),s||m[e]===f||(s=!0,A+=\"y\"),l||v[e]===p||(l=!0,A+=\"z\");a||(A+=\"x\"),s||(A+=\"y\"),l||(A+=\"z\");var M=o(t._x),S=o(t._y),E=o(t._z);A=(A=(A=A.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(f>h?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var L=function(){y=0,M=[],S=[],E=[]};(!y||y<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?g:\"y\"===t?m:v},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},I=function(t){return t[y-1]<t[0]?-1:1},O=C(A[1]),z=C(A[3]),D=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return 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0},{\"../../components/color\":666,\"../../components/colorscale/attributes\":673,\"../../lib/extend\":793,\"../../plot_api/edit_types\":836,\"../../plots/attributes\":850,\"../../plots/cartesian/axis_format_attributes\":857,\"../../plots/template_attributes\":926}],1343:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":674}],1344:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),i=t(\"ndarray\"),a=t(\"ndarray-linear-interpolate\").d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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g(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function m(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(g(t,n))}return e}function v(t){for(var e=m(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=m(t),n=m(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),g=l.dataScale,m=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<m;r++)x[e][r]=[];for(r=0;r<m;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<m;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=g[e];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v])];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(m*v),[m,v]);for(r=0;r<m;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=g[2],w.intensityBounds[1]*=g[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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i=n(\"opacityscale\");\"max\"===i?e.opacityscale=[[0,.1],[1,1]]:\"min\"===i?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===i?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var i=n/31,a=e+(1-e)*(1-Math.pow(Math.sin(t*i*Math.PI),2));r.push([i,Math.max(0,Math.min(1,a))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(i)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,f;function h(r,n){return i.coerce(t,e,o,r,n)}var 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},a(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:i({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top 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h=n.select(this),p=i.ensureSingle(h,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));w?p.transition().attrTween(\"d\",(function(t){var e=k(t,!0,M,[g,m]);return function(t){return x(e(t))}})):p.attr(\"d\",x),h.call(f,r,t,e,{styleOne:l,eventDataKeys:c.eventDataKeys,transitionTime:c.CLICK_TRANSITION_TIME,transitionEasing:c.CLICK_TRANSITION_EASING}).call(u.setSliceCursor,t,{hideOnRoot:!1,hideOnLeaves:!1,isTransitioning:t._transitioning}),p.call(l,s,L,{hovered:!1}),s._text=(u.getPtLabel(s)||\"\").split(\"<br>\").join(\" \")||\"\";var d=i.ensureSingle(h,\"g\",\"slicetext\"),T=i.ensureSingle(d,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),E=i.ensureUniformFontSize(t,u.determineTextFont(L,s,S.font,{onPathbar:!0}));T.text(s._text||\" 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g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,A=d.makeUpdateTextInterpolator,M=d.prevEntry,S=t._fullLayout,E=e[0].trace,L=-1!==E.textposition.indexOf(\"left\"),C=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),I=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,O=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),z=1/0,D=-1/0;O.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(z=Math.min(z,e),D=Math.max(D,e))})),p=p.data(O,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-z+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&M){var 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                       {\"responsive\": true}                    ).then(function(){\n",
+       "                            \n",
+       "var gd = document.getElementById('b76582ef-f32d-427a-a244-9d4c735209d7');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
+       "        var display = window.getComputedStyle(gd).display;\n",
+       "        if (!display || display === 'none') {{\n",
+       "            console.log([gd, 'removed!']);\n",
+       "            Plotly.purge(gd);\n",
+       "            observer.disconnect();\n",
+       "        }}\n",
+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import plotly.express as px\n",
+    "fig = px.scatter(df_el, x = 'G_VRH', y = 'K_VRH', color = 'poisson_ratio',\n",
+    "                color_continuous_scale = 'emrld', range_x = [0, 300])\n",
+    "fig.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "06c5748a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git "a/8. \351\242\204\346\265\213\344\275\223\347\247\257\346\250\241\351\207\217.ipynb" "b/8. \351\242\204\346\265\213\344\275\223\347\247\257\346\250\241\351\207\217.ipynb"
new file mode 100644
index 0000000..a1a0570
--- /dev/null
+++ "b/8. \351\242\204\346\265\213\344\275\223\347\247\257\346\250\241\351\207\217.ipynb"	
@@ -0,0 +1,1984 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "88621b94",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>nsites</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>volume</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_Reuss</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>G_Voigt</th>\n",
+       "      <th>K_Reuss</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>K_Voigt</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>compliance_tensor</th>\n",
+       "      <th>elastic_tensor</th>\n",
+       "      <th>elastic_tensor_original</th>\n",
+       "      <th>cif</th>\n",
+       "      <th>kpoint_density</th>\n",
+       "      <th>poscar</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>12</td>\n",
+       "      <td>124</td>\n",
+       "      <td>194.419802</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>96.844535</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>97.438674</td>\n",
+       "      <td>194.267623</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>194.270146</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>[[0.004385293093993, -0.0016070693558990002, -...</td>\n",
+       "      <td>[[311.33514638650246, 144.45092552856926, 126....</td>\n",
+       "      <td>[[311.33514638650246, 144.45092552856926, 126....</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Nb8 Co2 Si2\\n1.0\\n6.221780 0.000000 0.000000\\n...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>164</td>\n",
+       "      <td>61.987320</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>93.939650</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>98.564362</td>\n",
+       "      <td>173.647763</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>177.252050</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>[[0.0037715428949660003, -0.000844229828709, -...</td>\n",
+       "      <td>[[306.93357350984974, 88.02634955100905, 105.6...</td>\n",
+       "      <td>[[306.93357350984974, 88.02634955100905, 105.6...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Al1 Co2 Si2\\n1.0\\n3.932782 0.000000 0.000000\\n...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>2</td>\n",
+       "      <td>221</td>\n",
+       "      <td>25.952539</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>120.962289</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>139.263621</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>[[0.0019959391925840004, -0.000433146670736000...</td>\n",
+       "      <td>[[569.5291276937579, 157.8517489654999, 157.85...</td>\n",
+       "      <td>[[569.5291276937579, 157.8517489654999, 157.85...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Si1 Os1\\n1.0\\n2.960692 0.000000 0.000000\\n0.00...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>4</td>\n",
+       "      <td>63</td>\n",
+       "      <td>76.721433</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>12.205989</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>17.997812</td>\n",
+       "      <td>49.025963</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>49.235377</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>[[0.021647143908635, -0.005207263618160001, -0...</td>\n",
+       "      <td>[[69.28798774976904, 34.7875015216915, 37.3877...</td>\n",
+       "      <td>[[70.13259066665267, 40.60474945058445, 37.387...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Ga4\\n1.0\\n2.803229 0.000000 0.000000\\n0.000000...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>62</td>\n",
+       "      <td>160.300999</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>100.110773</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>103.784823</td>\n",
+       "      <td>255.055257</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>258.480904</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>[[0.00410214297725, -0.001272204332729, -0.001...</td>\n",
+       "      <td>[[349.3767766177825, 186.67131003104407, 176.4...</td>\n",
+       "      <td>[[407.4791016459293, 176.4759188081947, 213.83...</td>\n",
+       "      <td>#\\#CIF1.1\\n###################################...</td>\n",
+       "      <td>7000</td>\n",
+       "      <td>Si4 Ru8\\n1.0\\n4.037706 0.000000 0.000000\\n0.00...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  nsites  space_group      volume  \\\n",
+       "0    mp-10003    Nb4CoSi      12          124  194.419802   \n",
+       "1    mp-10010  Al(CoSi)2       5          164   61.987320   \n",
+       "2    mp-10015       SiOs       2          221   25.952539   \n",
+       "3    mp-10021         Ga       4           63   76.721433   \n",
+       "4    mp-10025      SiRu2      12           62  160.300999   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "      G_Reuss       G_VRH     G_Voigt     K_Reuss       K_VRH     K_Voigt  \\\n",
+       "0   96.844535   97.141604   97.438674  194.267623  194.268884  194.270146   \n",
+       "1   93.939650   96.252006   98.564362  173.647763  175.449907  177.252050   \n",
+       "2  120.962289  130.112955  139.263621  295.077545  295.077545  295.077545   \n",
+       "3   12.205989   15.101901   17.997812   49.025963   49.130670   49.235377   \n",
+       "4  100.110773  101.947798  103.784823  255.055257  256.768081  258.480904   \n",
+       "\n",
+       "   poisson_ratio                                  compliance_tensor  \\\n",
+       "0       0.285701  [[0.004385293093993, -0.0016070693558990002, -...   \n",
+       "1       0.268105  [[0.0037715428949660003, -0.000844229828709, -...   \n",
+       "2       0.307780  [[0.0019959391925840004, -0.000433146670736000...   \n",
+       "3       0.360593  [[0.021647143908635, -0.005207263618160001, -0...   \n",
+       "4       0.324682  [[0.00410214297725, -0.001272204332729, -0.001...   \n",
+       "\n",
+       "                                      elastic_tensor  \\\n",
+       "0  [[311.33514638650246, 144.45092552856926, 126....   \n",
+       "1  [[306.93357350984974, 88.02634955100905, 105.6...   \n",
+       "2  [[569.5291276937579, 157.8517489654999, 157.85...   \n",
+       "3  [[69.28798774976904, 34.7875015216915, 37.3877...   \n",
+       "4  [[349.3767766177825, 186.67131003104407, 176.4...   \n",
+       "\n",
+       "                             elastic_tensor_original  \\\n",
+       "0  [[311.33514638650246, 144.45092552856926, 126....   \n",
+       "1  [[306.93357350984974, 88.02634955100905, 105.6...   \n",
+       "2  [[569.5291276937579, 157.8517489654999, 157.85...   \n",
+       "3  [[70.13259066665267, 40.60474945058445, 37.387...   \n",
+       "4  [[407.4791016459293, 176.4759188081947, 213.83...   \n",
+       "\n",
+       "                                                 cif  kpoint_density  \\\n",
+       "0  #\\#CIF1.1\\n###################################...            7000   \n",
+       "1  #\\#CIF1.1\\n###################################...            7000   \n",
+       "2  #\\#CIF1.1\\n###################################...            7000   \n",
+       "3  #\\#CIF1.1\\n###################################...            7000   \n",
+       "4  #\\#CIF1.1\\n###################################...            7000   \n",
+       "\n",
+       "                                              poscar  \n",
+       "0  Nb8 Co2 Si2\\n1.0\\n6.221780 0.000000 0.000000\\n...  \n",
+       "1  Al1 Co2 Si2\\n1.0\\n3.932782 0.000000 0.000000\\n...  \n",
+       "2  Si1 Os1\\n1.0\\n2.960692 0.000000 0.000000\\n0.00...  \n",
+       "3  Ga4\\n1.0\\n2.803229 0.000000 0.000000\\n0.000000...  \n",
+       "4  Si4 Ru8\\n1.0\\n4.037706 0.000000 0.000000\\n0.00...  "
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from matminer.datasets import load_dataset\n",
+    "df = load_dataset('elastic_tensor_2015',data_home = '.')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4f32a242",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['material_id', 'formula', 'nsites', 'space_group', 'volume',\n",
+       "       'structure', 'elastic_anisotropy', 'G_Reuss', 'G_VRH', 'G_Voigt',\n",
+       "       'K_Reuss', 'K_VRH', 'K_Voigt', 'poisson_ratio', 'compliance_tensor',\n",
+       "       'elastic_tensor', 'elastic_tensor_original', 'cif', 'kpoint_density',\n",
+       "       'poscar'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.columns"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b8d8a75d",
+   "metadata": {},
+   "source": [
+    "df = df['cif','kpoint_density']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "e44f02ad",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>124</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>0.285701</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>164</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>0.268105</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>221</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>63</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>0.360593</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>62</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>0.324682</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  space_group  \\\n",
+       "0    mp-10003    Nb4CoSi          124   \n",
+       "1    mp-10010  Al(CoSi)2          164   \n",
+       "2    mp-10015       SiOs          221   \n",
+       "3    mp-10021         Ga           63   \n",
+       "4    mp-10025      SiRu2           62   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "        G_VRH       K_VRH  poisson_ratio  \n",
+       "0   97.141604  194.268884       0.285701  \n",
+       "1   96.252006  175.449907       0.268105  \n",
+       "2  130.112955  295.077545       0.307780  \n",
+       "3   15.101901   49.130670       0.360593  \n",
+       "4  101.947798  256.768081       0.324682  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "unwanted_columns = ['volume','nsites','compliance_tensor','elastic_tensor',\n",
+    "                   'elastic_tensor_original','G_Reuss','G_Voigt','K_Reuss',\n",
+    "                    'K_Voigt','cif','kpoint_density','poscar']\n",
+    "df = df.drop(unwanted_columns, axis = 1)\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "30170480",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>1181.000000</td>\n",
+       "      <td>1181.000000</td>\n",
+       "      <td>1181.000000</td>\n",
+       "      <td>1181.000000</td>\n",
+       "      <td>1181.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>163.403895</td>\n",
+       "      <td>2.145013</td>\n",
+       "      <td>67.543145</td>\n",
+       "      <td>136.259661</td>\n",
+       "      <td>0.287401</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>65.040733</td>\n",
+       "      <td>19.140097</td>\n",
+       "      <td>44.579408</td>\n",
+       "      <td>72.886978</td>\n",
+       "      <td>0.062177</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>2.722175</td>\n",
+       "      <td>6.476135</td>\n",
+       "      <td>0.042582</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>124.000000</td>\n",
+       "      <td>0.145030</td>\n",
+       "      <td>34.117959</td>\n",
+       "      <td>76.435350</td>\n",
+       "      <td>0.249159</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>193.000000</td>\n",
+       "      <td>0.355287</td>\n",
+       "      <td>59.735163</td>\n",
+       "      <td>130.382766</td>\n",
+       "      <td>0.290198</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>221.000000</td>\n",
+       "      <td>0.923117</td>\n",
+       "      <td>91.332142</td>\n",
+       "      <td>189.574194</td>\n",
+       "      <td>0.328808</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>229.000000</td>\n",
+       "      <td>397.297866</td>\n",
+       "      <td>522.921225</td>\n",
+       "      <td>435.661487</td>\n",
+       "      <td>0.467523</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       space_group  elastic_anisotropy        G_VRH        K_VRH  \\\n",
+       "count  1181.000000         1181.000000  1181.000000  1181.000000   \n",
+       "mean    163.403895            2.145013    67.543145   136.259661   \n",
+       "std      65.040733           19.140097    44.579408    72.886978   \n",
+       "min       4.000000            0.000005     2.722175     6.476135   \n",
+       "25%     124.000000            0.145030    34.117959    76.435350   \n",
+       "50%     193.000000            0.355287    59.735163   130.382766   \n",
+       "75%     221.000000            0.923117    91.332142   189.574194   \n",
+       "max     229.000000          397.297866   522.921225   435.661487   \n",
+       "\n",
+       "       poisson_ratio  \n",
+       "count    1181.000000  \n",
+       "mean        0.287401  \n",
+       "std         0.062177  \n",
+       "min         0.042582  \n",
+       "25%         0.249159  \n",
+       "50%         0.290198  \n",
+       "75%         0.328808  \n",
+       "max         0.467523  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "52ee1f04",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6d70ada1f547499f9f79a926e5aeedad",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "StrToComposition:   0%|          | 0/1181 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>composition</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>124</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>(Nb, Co, Si)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>164</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>(Al, Co, Si)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>221</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>(Si, Os)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>63</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>(Ga)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>62</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>(Si, Ru)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  space_group  \\\n",
+       "0    mp-10003    Nb4CoSi          124   \n",
+       "1    mp-10010  Al(CoSi)2          164   \n",
+       "2    mp-10015       SiOs          221   \n",
+       "3    mp-10021         Ga           63   \n",
+       "4    mp-10025      SiRu2           62   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "        G_VRH       K_VRH  poisson_ratio   composition  \n",
+       "0   97.141604  194.268884       0.285701  (Nb, Co, Si)  \n",
+       "1   96.252006  175.449907       0.268105  (Al, Co, Si)  \n",
+       "2  130.112955  295.077545       0.307780      (Si, Os)  \n",
+       "3   15.101901   49.130670       0.360593          (Ga)  \n",
+       "4  101.947798  256.768081       0.324682      (Si, Ru)  "
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from matminer.featurizers.conversions import StrToComposition\n",
+    "df = StrToComposition().featurize_dataframe(df, 'formula')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "a974600a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b041b831537b4bf9ae64342e87169240",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "ElementProperty:   0%|          | 0/1181 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>composition</th>\n",
+       "      <th>MagpieData minimum Number</th>\n",
+       "      <th>...</th>\n",
+       "      <th>MagpieData range GSmagmom</th>\n",
+       "      <th>MagpieData mean GSmagmom</th>\n",
+       "      <th>MagpieData avg_dev GSmagmom</th>\n",
+       "      <th>MagpieData mode GSmagmom</th>\n",
+       "      <th>MagpieData minimum SpaceGroupNumber</th>\n",
+       "      <th>MagpieData maximum SpaceGroupNumber</th>\n",
+       "      <th>MagpieData range SpaceGroupNumber</th>\n",
+       "      <th>MagpieData mean SpaceGroupNumber</th>\n",
+       "      <th>MagpieData avg_dev SpaceGroupNumber</th>\n",
+       "      <th>MagpieData mode SpaceGroupNumber</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>124</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>(Nb, Co, Si)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.548471</td>\n",
+       "      <td>0.258079</td>\n",
+       "      <td>0.430131</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>222.833333</td>\n",
+       "      <td>9.611111</td>\n",
+       "      <td>229.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>164</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>(Al, Co, Si)</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.548471</td>\n",
+       "      <td>0.619388</td>\n",
+       "      <td>0.743266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>213.400000</td>\n",
+       "      <td>15.520000</td>\n",
+       "      <td>194.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>221</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>(Si, Os)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>210.500000</td>\n",
+       "      <td>16.500000</td>\n",
+       "      <td>194.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>63</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>(Ga)</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>64.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>62</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>(Si, Ru)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>205.000000</td>\n",
+       "      <td>14.666667</td>\n",
+       "      <td>194.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 141 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  space_group  \\\n",
+       "0    mp-10003    Nb4CoSi          124   \n",
+       "1    mp-10010  Al(CoSi)2          164   \n",
+       "2    mp-10015       SiOs          221   \n",
+       "3    mp-10021         Ga           63   \n",
+       "4    mp-10025      SiRu2           62   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "        G_VRH       K_VRH  poisson_ratio   composition  \\\n",
+       "0   97.141604  194.268884       0.285701  (Nb, Co, Si)   \n",
+       "1   96.252006  175.449907       0.268105  (Al, Co, Si)   \n",
+       "2  130.112955  295.077545       0.307780      (Si, Os)   \n",
+       "3   15.101901   49.130670       0.360593          (Ga)   \n",
+       "4  101.947798  256.768081       0.324682      (Si, Ru)   \n",
+       "\n",
+       "   MagpieData minimum Number  ...  MagpieData range GSmagmom  \\\n",
+       "0                       14.0  ...                   1.548471   \n",
+       "1                       13.0  ...                   1.548471   \n",
+       "2                       14.0  ...                   0.000000   \n",
+       "3                       31.0  ...                   0.000000   \n",
+       "4                       14.0  ...                   0.000000   \n",
+       "\n",
+       "   MagpieData mean GSmagmom  MagpieData avg_dev GSmagmom  \\\n",
+       "0                  0.258079                     0.430131   \n",
+       "1                  0.619388                     0.743266   \n",
+       "2                  0.000000                     0.000000   \n",
+       "3                  0.000000                     0.000000   \n",
+       "4                  0.000000                     0.000000   \n",
+       "\n",
+       "   MagpieData mode GSmagmom  MagpieData minimum SpaceGroupNumber  \\\n",
+       "0                       0.0                                194.0   \n",
+       "1                       0.0                                194.0   \n",
+       "2                       0.0                                194.0   \n",
+       "3                       0.0                                 64.0   \n",
+       "4                       0.0                                194.0   \n",
+       "\n",
+       "   MagpieData maximum SpaceGroupNumber  MagpieData range SpaceGroupNumber  \\\n",
+       "0                                229.0                               35.0   \n",
+       "1                                227.0                               33.0   \n",
+       "2                                227.0                               33.0   \n",
+       "3                                 64.0                                0.0   \n",
+       "4                                227.0                               33.0   \n",
+       "\n",
+       "   MagpieData mean SpaceGroupNumber  MagpieData avg_dev SpaceGroupNumber  \\\n",
+       "0                        222.833333                             9.611111   \n",
+       "1                        213.400000                            15.520000   \n",
+       "2                        210.500000                            16.500000   \n",
+       "3                         64.000000                             0.000000   \n",
+       "4                        205.000000                            14.666667   \n",
+       "\n",
+       "   MagpieData mode SpaceGroupNumber  \n",
+       "0                             229.0  \n",
+       "1                             194.0  \n",
+       "2                             194.0  \n",
+       "3                              64.0  \n",
+       "4                             194.0  \n",
+       "\n",
+       "[5 rows x 141 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from matminer.featurizers.composition import ElementProperty\n",
+    "ep_feat = ElementProperty.from_preset(preset_name = 'magpie')\n",
+    "df = ep_feat.featurize_dataframe(df, col_id = 'composition')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "e39d9d7c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on method from_preset in module matminer.featurizers.composition.composite:\n",
+      "\n",
+      "from_preset(preset_name) method of abc.ABCMeta instance\n",
+      "    Return ElementProperty from a preset string\n",
+      "    Args:\n",
+      "        preset_name: (str) can be one of \"magpie\", \"deml\", \"matminer\",\n",
+      "            \"matscholar_el\", or \"megnet_el\".\n",
+      "    \n",
+      "    Returns:\n",
+      "        ElementProperty based on the preset name.\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ElementProperty.from_preset)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "e2d6f85d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matminer.featurizers.conversions import CompositionToOxidComposition\n",
+    "from matminer.featurizers.composition import OxidationStates"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "531675d5",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2de30313a34d42139db9a42b9378aaec",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "CompositionToOxidComposition:   0%|          | 0/1181 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "659201aee1f04363bc570164fe0d6bef",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "OxidationStates:   0%|          | 0/1181 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "        vertical-align: top;\n",
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+       "\n",
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+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>composition</th>\n",
+       "      <th>MagpieData minimum Number</th>\n",
+       "      <th>...</th>\n",
+       "      <th>MagpieData maximum SpaceGroupNumber</th>\n",
+       "      <th>MagpieData range SpaceGroupNumber</th>\n",
+       "      <th>MagpieData mean SpaceGroupNumber</th>\n",
+       "      <th>MagpieData avg_dev SpaceGroupNumber</th>\n",
+       "      <th>MagpieData mode SpaceGroupNumber</th>\n",
+       "      <th>composition_oxid</th>\n",
+       "      <th>minimum oxidation state</th>\n",
+       "      <th>maximum oxidation state</th>\n",
+       "      <th>range oxidation state</th>\n",
+       "      <th>std_dev oxidation state</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>124</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>(Nb, Co, Si)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>222.833333</td>\n",
+       "      <td>9.611111</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>(Nb0+, Co0+, Si0+)</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>164</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>(Al, Co, Si)</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>213.400000</td>\n",
+       "      <td>15.520000</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Al3+, Co2+, Co3+, Si4-)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3.872983</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>221</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>(Si, Os)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>210.500000</td>\n",
+       "      <td>16.500000</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Si4-, Os4+)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5.656854</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>63</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>(Ga)</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>(Ga0+)</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>62</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>(Si, Ru)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>205.000000</td>\n",
+       "      <td>14.666667</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Si4-, Ru2+)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4.242641</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 146 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  space_group  \\\n",
+       "0    mp-10003    Nb4CoSi          124   \n",
+       "1    mp-10010  Al(CoSi)2          164   \n",
+       "2    mp-10015       SiOs          221   \n",
+       "3    mp-10021         Ga           63   \n",
+       "4    mp-10025      SiRu2           62   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "        G_VRH       K_VRH  poisson_ratio   composition  \\\n",
+       "0   97.141604  194.268884       0.285701  (Nb, Co, Si)   \n",
+       "1   96.252006  175.449907       0.268105  (Al, Co, Si)   \n",
+       "2  130.112955  295.077545       0.307780      (Si, Os)   \n",
+       "3   15.101901   49.130670       0.360593          (Ga)   \n",
+       "4  101.947798  256.768081       0.324682      (Si, Ru)   \n",
+       "\n",
+       "   MagpieData minimum Number  ...  MagpieData maximum SpaceGroupNumber  \\\n",
+       "0                       14.0  ...                                229.0   \n",
+       "1                       13.0  ...                                227.0   \n",
+       "2                       14.0  ...                                227.0   \n",
+       "3                       31.0  ...                                 64.0   \n",
+       "4                       14.0  ...                                227.0   \n",
+       "\n",
+       "   MagpieData range SpaceGroupNumber  MagpieData mean SpaceGroupNumber  \\\n",
+       "0                               35.0                        222.833333   \n",
+       "1                               33.0                        213.400000   \n",
+       "2                               33.0                        210.500000   \n",
+       "3                                0.0                         64.000000   \n",
+       "4                               33.0                        205.000000   \n",
+       "\n",
+       "   MagpieData avg_dev SpaceGroupNumber  MagpieData mode SpaceGroupNumber  \\\n",
+       "0                             9.611111                             229.0   \n",
+       "1                            15.520000                             194.0   \n",
+       "2                            16.500000                             194.0   \n",
+       "3                             0.000000                              64.0   \n",
+       "4                            14.666667                             194.0   \n",
+       "\n",
+       "           composition_oxid  minimum oxidation state  maximum oxidation state  \\\n",
+       "0        (Nb0+, Co0+, Si0+)                        0                        0   \n",
+       "1  (Al3+, Co2+, Co3+, Si4-)                       -4                        3   \n",
+       "2              (Si4-, Os4+)                       -4                        4   \n",
+       "3                    (Ga0+)                        0                        0   \n",
+       "4              (Si4-, Ru2+)                       -4                        2   \n",
+       "\n",
+       "   range oxidation state  std_dev oxidation state  \n",
+       "0                      0                 0.000000  \n",
+       "1                      7                 3.872983  \n",
+       "2                      8                 5.656854  \n",
+       "3                      0                 0.000000  \n",
+       "4                      6                 4.242641  \n",
+       "\n",
+       "[5 rows x 146 columns]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = CompositionToOxidComposition().featurize_dataframe(df, 'composition')\n",
+    "\n",
+    "os_feat = OxidationStates()\n",
+    "df = os_feat.featurize_dataframe(df, 'composition_oxid')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "1c98ca78",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "10a964f9f991457e88604d353642041a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "DensityFeatures:   0%|          | 0/1181 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>material_id</th>\n",
+       "      <th>formula</th>\n",
+       "      <th>space_group</th>\n",
+       "      <th>structure</th>\n",
+       "      <th>elastic_anisotropy</th>\n",
+       "      <th>G_VRH</th>\n",
+       "      <th>K_VRH</th>\n",
+       "      <th>poisson_ratio</th>\n",
+       "      <th>composition</th>\n",
+       "      <th>MagpieData minimum Number</th>\n",
+       "      <th>...</th>\n",
+       "      <th>MagpieData avg_dev SpaceGroupNumber</th>\n",
+       "      <th>MagpieData mode SpaceGroupNumber</th>\n",
+       "      <th>composition_oxid</th>\n",
+       "      <th>minimum oxidation state</th>\n",
+       "      <th>maximum oxidation state</th>\n",
+       "      <th>range oxidation state</th>\n",
+       "      <th>std_dev oxidation state</th>\n",
+       "      <th>density</th>\n",
+       "      <th>vpa</th>\n",
+       "      <th>packing fraction</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>mp-10003</td>\n",
+       "      <td>Nb4CoSi</td>\n",
+       "      <td>124</td>\n",
+       "      <td>[[0.94814328 2.07280467 2.5112    ] Nb, [5.273...</td>\n",
+       "      <td>0.030688</td>\n",
+       "      <td>97.141604</td>\n",
+       "      <td>194.268884</td>\n",
+       "      <td>0.285701</td>\n",
+       "      <td>(Nb, Co, Si)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.611111</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>(Nb0+, Co0+, Si0+)</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>7.834556</td>\n",
+       "      <td>16.201654</td>\n",
+       "      <td>0.688834</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>mp-10010</td>\n",
+       "      <td>Al(CoSi)2</td>\n",
+       "      <td>164</td>\n",
+       "      <td>[[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...</td>\n",
+       "      <td>0.266910</td>\n",
+       "      <td>96.252006</td>\n",
+       "      <td>175.449907</td>\n",
+       "      <td>0.268105</td>\n",
+       "      <td>(Al, Co, Si)</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>15.520000</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Al3+, Co2+, Co3+, Si4-)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3.872983</td>\n",
+       "      <td>5.384968</td>\n",
+       "      <td>12.397466</td>\n",
+       "      <td>0.644386</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>mp-10015</td>\n",
+       "      <td>SiOs</td>\n",
+       "      <td>221</td>\n",
+       "      <td>[[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]</td>\n",
+       "      <td>0.756489</td>\n",
+       "      <td>130.112955</td>\n",
+       "      <td>295.077545</td>\n",
+       "      <td>0.307780</td>\n",
+       "      <td>(Si, Os)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>16.500000</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Si4-, Os4+)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5.656854</td>\n",
+       "      <td>13.968635</td>\n",
+       "      <td>12.976265</td>\n",
+       "      <td>0.569426</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>mp-10021</td>\n",
+       "      <td>Ga</td>\n",
+       "      <td>63</td>\n",
+       "      <td>[[0.         1.09045794 0.84078375] Ga, [0.   ...</td>\n",
+       "      <td>2.376805</td>\n",
+       "      <td>15.101901</td>\n",
+       "      <td>49.130670</td>\n",
+       "      <td>0.360593</td>\n",
+       "      <td>(Ga)</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>(Ga0+)</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>6.036267</td>\n",
+       "      <td>19.180359</td>\n",
+       "      <td>0.479802</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>mp-10025</td>\n",
+       "      <td>SiRu2</td>\n",
+       "      <td>62</td>\n",
+       "      <td>[[1.0094265  4.24771709 2.9955487 ] Si, [3.028...</td>\n",
+       "      <td>0.196930</td>\n",
+       "      <td>101.947798</td>\n",
+       "      <td>256.768081</td>\n",
+       "      <td>0.324682</td>\n",
+       "      <td>(Si, Ru)</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>14.666667</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>(Si4-, Ru2+)</td>\n",
+       "      <td>-4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4.242641</td>\n",
+       "      <td>9.539514</td>\n",
+       "      <td>13.358418</td>\n",
+       "      <td>0.598395</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 149 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  material_id    formula  space_group  \\\n",
+       "0    mp-10003    Nb4CoSi          124   \n",
+       "1    mp-10010  Al(CoSi)2          164   \n",
+       "2    mp-10015       SiOs          221   \n",
+       "3    mp-10021         Ga           63   \n",
+       "4    mp-10025      SiRu2           62   \n",
+       "\n",
+       "                                           structure  elastic_anisotropy  \\\n",
+       "0  [[0.94814328 2.07280467 2.5112    ] Nb, [5.273...            0.030688   \n",
+       "1  [[0. 0. 0.] Al, [1.96639263 1.13529553 0.75278...            0.266910   \n",
+       "2   [[1.480346 1.480346 1.480346] Si, [0. 0. 0.] Os]            0.756489   \n",
+       "3  [[0.         1.09045794 0.84078375] Ga, [0.   ...            2.376805   \n",
+       "4  [[1.0094265  4.24771709 2.9955487 ] Si, [3.028...            0.196930   \n",
+       "\n",
+       "        G_VRH       K_VRH  poisson_ratio   composition  \\\n",
+       "0   97.141604  194.268884       0.285701  (Nb, Co, Si)   \n",
+       "1   96.252006  175.449907       0.268105  (Al, Co, Si)   \n",
+       "2  130.112955  295.077545       0.307780      (Si, Os)   \n",
+       "3   15.101901   49.130670       0.360593          (Ga)   \n",
+       "4  101.947798  256.768081       0.324682      (Si, Ru)   \n",
+       "\n",
+       "   MagpieData minimum Number  ...  MagpieData avg_dev SpaceGroupNumber  \\\n",
+       "0                       14.0  ...                             9.611111   \n",
+       "1                       13.0  ...                            15.520000   \n",
+       "2                       14.0  ...                            16.500000   \n",
+       "3                       31.0  ...                             0.000000   \n",
+       "4                       14.0  ...                            14.666667   \n",
+       "\n",
+       "   MagpieData mode SpaceGroupNumber          composition_oxid  \\\n",
+       "0                             229.0        (Nb0+, Co0+, Si0+)   \n",
+       "1                             194.0  (Al3+, Co2+, Co3+, Si4-)   \n",
+       "2                             194.0              (Si4-, Os4+)   \n",
+       "3                              64.0                    (Ga0+)   \n",
+       "4                             194.0              (Si4-, Ru2+)   \n",
+       "\n",
+       "   minimum oxidation state  maximum oxidation state  range oxidation state  \\\n",
+       "0                        0                        0                      0   \n",
+       "1                       -4                        3                      7   \n",
+       "2                       -4                        4                      8   \n",
+       "3                        0                        0                      0   \n",
+       "4                       -4                        2                      6   \n",
+       "\n",
+       "   std_dev oxidation state    density        vpa  packing fraction  \n",
+       "0                 0.000000   7.834556  16.201654          0.688834  \n",
+       "1                 3.872983   5.384968  12.397466          0.644386  \n",
+       "2                 5.656854  13.968635  12.976265          0.569426  \n",
+       "3                 0.000000   6.036267  19.180359          0.479802  \n",
+       "4                 4.242641   9.539514  13.358418          0.598395  \n",
+       "\n",
+       "[5 rows x 149 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from matminer.featurizers.structure import DensityFeatures\n",
+    "\n",
+    "df_feat = DensityFeatures()\n",
+    "df = df_feat.featurize_dataframe(df, 'structure')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "6e0e5846",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['density', 'vpa', 'packing fraction']"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_feat.feature_labels()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "006c9106",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y = df['K_VRH'].values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "520e6310",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "excluded = ['G_VRH','K_VRH','elastic_anisotropy','poisson_ratio',\n",
+    "           'formula','material_id','structure','composition',\n",
+    "            'composition_oxid']\n",
+    "X = df.drop(excluded, axis = 1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "c86d982d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are 140 possible descriptor: \n",
+      " ['space_group' 'MagpieData minimum Number' 'MagpieData maximum Number'\n",
+      " 'MagpieData range Number' 'MagpieData mean Number'\n",
+      " 'MagpieData avg_dev Number' 'MagpieData mode Number'\n",
+      " 'MagpieData minimum MendeleevNumber' 'MagpieData maximum MendeleevNumber'\n",
+      " 'MagpieData range MendeleevNumber' 'MagpieData mean MendeleevNumber'\n",
+      " 'MagpieData avg_dev MendeleevNumber' 'MagpieData mode MendeleevNumber'\n",
+      " 'MagpieData minimum AtomicWeight' 'MagpieData maximum AtomicWeight'\n",
+      " 'MagpieData range AtomicWeight' 'MagpieData mean AtomicWeight'\n",
+      " 'MagpieData avg_dev AtomicWeight' 'MagpieData mode AtomicWeight'\n",
+      " 'MagpieData minimum MeltingT' 'MagpieData maximum MeltingT'\n",
+      " 'MagpieData range MeltingT' 'MagpieData mean MeltingT'\n",
+      " 'MagpieData avg_dev MeltingT' 'MagpieData mode MeltingT'\n",
+      " 'MagpieData minimum Column' 'MagpieData maximum Column'\n",
+      " 'MagpieData range Column' 'MagpieData mean Column'\n",
+      " 'MagpieData avg_dev Column' 'MagpieData mode Column'\n",
+      " 'MagpieData minimum Row' 'MagpieData maximum Row' 'MagpieData range Row'\n",
+      " 'MagpieData mean Row' 'MagpieData avg_dev Row' 'MagpieData mode Row'\n",
+      " 'MagpieData minimum CovalentRadius' 'MagpieData maximum CovalentRadius'\n",
+      " 'MagpieData range CovalentRadius' 'MagpieData mean CovalentRadius'\n",
+      " 'MagpieData avg_dev CovalentRadius' 'MagpieData mode CovalentRadius'\n",
+      " 'MagpieData minimum Electronegativity'\n",
+      " 'MagpieData maximum Electronegativity'\n",
+      " 'MagpieData range Electronegativity' 'MagpieData mean Electronegativity'\n",
+      " 'MagpieData avg_dev Electronegativity'\n",
+      " 'MagpieData mode Electronegativity' 'MagpieData minimum NsValence'\n",
+      " 'MagpieData maximum NsValence' 'MagpieData range NsValence'\n",
+      " 'MagpieData mean NsValence' 'MagpieData avg_dev NsValence'\n",
+      " 'MagpieData mode NsValence' 'MagpieData minimum NpValence'\n",
+      " 'MagpieData maximum NpValence' 'MagpieData range NpValence'\n",
+      " 'MagpieData mean NpValence' 'MagpieData avg_dev NpValence'\n",
+      " 'MagpieData mode NpValence' 'MagpieData minimum NdValence'\n",
+      " 'MagpieData maximum NdValence' 'MagpieData range NdValence'\n",
+      " 'MagpieData mean NdValence' 'MagpieData avg_dev NdValence'\n",
+      " 'MagpieData mode NdValence' 'MagpieData minimum NfValence'\n",
+      " 'MagpieData maximum NfValence' 'MagpieData range NfValence'\n",
+      " 'MagpieData mean NfValence' 'MagpieData avg_dev NfValence'\n",
+      " 'MagpieData mode NfValence' 'MagpieData minimum NValence'\n",
+      " 'MagpieData maximum NValence' 'MagpieData range NValence'\n",
+      " 'MagpieData mean NValence' 'MagpieData avg_dev NValence'\n",
+      " 'MagpieData mode NValence' 'MagpieData minimum NsUnfilled'\n",
+      " 'MagpieData maximum NsUnfilled' 'MagpieData range NsUnfilled'\n",
+      " 'MagpieData mean NsUnfilled' 'MagpieData avg_dev NsUnfilled'\n",
+      " 'MagpieData mode NsUnfilled' 'MagpieData minimum NpUnfilled'\n",
+      " 'MagpieData maximum NpUnfilled' 'MagpieData range NpUnfilled'\n",
+      " 'MagpieData mean NpUnfilled' 'MagpieData avg_dev NpUnfilled'\n",
+      " 'MagpieData mode NpUnfilled' 'MagpieData minimum NdUnfilled'\n",
+      " 'MagpieData maximum NdUnfilled' 'MagpieData range NdUnfilled'\n",
+      " 'MagpieData mean NdUnfilled' 'MagpieData avg_dev NdUnfilled'\n",
+      " 'MagpieData mode NdUnfilled' 'MagpieData minimum NfUnfilled'\n",
+      " 'MagpieData maximum NfUnfilled' 'MagpieData range NfUnfilled'\n",
+      " 'MagpieData mean NfUnfilled' 'MagpieData avg_dev NfUnfilled'\n",
+      " 'MagpieData mode NfUnfilled' 'MagpieData minimum NUnfilled'\n",
+      " 'MagpieData maximum NUnfilled' 'MagpieData range NUnfilled'\n",
+      " 'MagpieData mean NUnfilled' 'MagpieData avg_dev NUnfilled'\n",
+      " 'MagpieData mode NUnfilled' 'MagpieData minimum GSvolume_pa'\n",
+      " 'MagpieData maximum GSvolume_pa' 'MagpieData range GSvolume_pa'\n",
+      " 'MagpieData mean GSvolume_pa' 'MagpieData avg_dev GSvolume_pa'\n",
+      " 'MagpieData mode GSvolume_pa' 'MagpieData minimum GSbandgap'\n",
+      " 'MagpieData maximum GSbandgap' 'MagpieData range GSbandgap'\n",
+      " 'MagpieData mean GSbandgap' 'MagpieData avg_dev GSbandgap'\n",
+      " 'MagpieData mode GSbandgap' 'MagpieData minimum GSmagmom'\n",
+      " 'MagpieData maximum GSmagmom' 'MagpieData range GSmagmom'\n",
+      " 'MagpieData mean GSmagmom' 'MagpieData avg_dev GSmagmom'\n",
+      " 'MagpieData mode GSmagmom' 'MagpieData minimum SpaceGroupNumber'\n",
+      " 'MagpieData maximum SpaceGroupNumber' 'MagpieData range SpaceGroupNumber'\n",
+      " 'MagpieData mean SpaceGroupNumber' 'MagpieData avg_dev SpaceGroupNumber'\n",
+      " 'MagpieData mode SpaceGroupNumber' 'minimum oxidation state'\n",
+      " 'maximum oxidation state' 'range oxidation state'\n",
+      " 'std_dev oxidation state' 'density' 'vpa' 'packing fraction']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('There are %s possible descriptor: \\n %s'%(X.shape[1], X.columns.values))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "d3ca8a15",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.linear_model import LinearRegression\n",
+    "from sklearn.metrics import mean_squared_error\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "8081ca59",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "training R2 = 0.926\n",
+      "training RMSE = 19.773\n"
+     ]
+    }
+   ],
+   "source": [
+    "lr = LinearRegression()\n",
+    "lr.fit(X,y)\n",
+    "\n",
+    "print('training R2 = '+ str(round(lr.score(X, y), 3)))\n",
+    "print('training RMSE = %.3f' % np.sqrt(mean_squared_error(y_true = y,\n",
+    "                                                          y_pred = lr.predict(X))))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "9168dae7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x213f9bb6eb0>"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.figure(figsize = (5, 5))\n",
+    "plt.plot([0,400],[0,400],'r--')\n",
+    "plt.scatter(y, lr.predict(X), s = 80, c = 'b', edgecolor = 'k',\n",
+    "           alpha = 0.7)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "fccf23cb",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "cross-validation results:\n",
+      "Folds: 10, mean RMSE: 22.388\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import KFold,cross_val_score\n",
+    "\n",
+    "crossvalidation = KFold(n_splits = 10, shuffle=True, random_state = 1)\n",
+    "scores = cross_val_score(lr, X, y, scoring = 'neg_mean_squared_error',\n",
+    "                        cv = crossvalidation, n_jobs = 1)\n",
+    "rmse_scores = [np.sqrt(abs(s)) for s in scores]\n",
+    "\n",
+    "print('cross-validation results:')\n",
+    "print('Folds: %i, mean RMSE: %.3f' %(len(scores), np.mean(rmse_scores)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "2aecbda4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "training R2 = 0.989\n",
+      "training RMSE = 7.687\n"
+     ]
+    }
+   ],
+   "source": [
+    "from sklearn.ensemble import RandomForestRegressor\n",
+    "\n",
+    "rf = RandomForestRegressor(n_estimators = 50, random_state = 1)\n",
+    "rf.fit(X, y)\n",
+    "\n",
+    "print('training R2 = ' + str(round(rf.score(X, y),3)))\n",
+    "print('training RMSE = %.3f' % np.sqrt(mean_squared_error(y_true = y,\n",
+    "                                                         y_pred = rf.predict(X))) )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "e5333df1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x213fb3281f0>"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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zrLV5xphQ4DtjzGfAlcACa+0IY8xgYDDwiDGmNXAN0AZIAuYbY1po43KlOlJ81tegwStkZaXi8xUQFchhHr1IIJN5jAY+wNqOwGqgB1AIJGFtOg5HJKGhTTHGSSCQgd//B2effVW5zulE8tcgUTHHorfwIZOcrZAX/DY0+GWRhgHvBK+/A/QKPr8CmGKt9VprNwLrgM5HNDpFqcR4PB7Gjx/Pjh2J5OeH0qhRAhH+ZcyxV9GcdVzODH7kYmS1NwDoiawX1gKbsHYvbnfin8Ln9T5erYIc+4JETxyX3sJlOvMzkl35C9AMGGet/dEYU9damwZgrU0zxf3xxEd7UYm3bwteU5RqQcmtWloapKZ2IDMzG0Mun/ge4DR+ozcv8T9aABuBABANdAIKgK3AdFyuCwHwetMwZgmxsd5qFeRISUnB622z34qvJEfbW7hM4hfcsnYwxkQBHxtj2h7k9tI24AcUEBtjbgduB2jYsGFZhqEolYKSW7U6dX4nK+t7rG3I3vw9jPP34nW68ynnAjuQ9pPhOJ3/AmLw+9fhcLxM48bRhIbmUVj4C2FhBcTEOBk06JZqFeTIyckhEEg66D1H01v4sKK91tpdxpivgIuAdGNMYnDVl4hYyYKs9BqUeFt9pLHAXz9rAjABxNjgCMauKBWO/fP54gkJSSZQ9BqtCj5nifMyZjjvwedbhtPZAr8/FViCtXPw+Zw4nV8SEbGOunWTGDv2BsLDw4NuLTEkJydXmxVfMdHR0TgcKw96z9H0Fi5LtLcOUBQUPjdwATASmAX0A0YEHz8JvmUW8L4x5hXkAKM58NMRjU5RKhkl8/mys3NwOmox2ruVGwJX0dHxLas5FYjE2u3AZuBNoA4u11JCQzNp1uxOHI488vPzufjii8t3MuVMcnIyLtfE49ZbuCwrv0TgneC5nwOYaq391BiTAkw1xtwCbAH6AFhrVxhjpiK+2j6gv0Z6lerA/vl84Cvay/DC2fyffw3PO7uwmrFY2wLwEwhsw5g9OBz/Ai7A7XYRErKLDRuGUadODjExt5b3dModt9vNwIF9GTHi+PQWPqT4WWuXIenlf72+Ezj/b94zHBh+RCNSlErK9OkzmTUrDb//QgoLlzLUn8GgwBrGcDpD/UWEhvoJCSnC75+EMU8QEnIDxoQTCHiwNoDDEU9IyCNkZl5Bx44H/JOrlhSfcR6P3sJa4aEox4Dis76wsPMoLPyB82wvnrLX8I7pxyD7GrCFoqJ7KSpaBpyPtS0JBDJxOusDfowJIxDw4vPtIj7+XJYsWaJd1+C49hZW8VOUY8APP/zA9u112LJlFtaOYr6N5Qb+wxTbG4sfaAkMA+7FmB44HO3x+1dibQbG1MBaB37/Hpo1S8KYNkccwayqHI8WnOrkrCjHgLlz57F9+y4ut7VoHeInJMTN+6YXfvyAG8nlS8CY9hjzK05nbUJD2wF5NGjgp1WrGJKTO5CUlIjTmUZMjPr0HW9U/BTlKNm+fTuTJ8/gQt9SPgx8yDO+ITgcLowpLod3IKmuHqw9CWtX4PdvBAoJD48jIaEucXFxOBzOEhFM7bl7vFHxU5QjJBAIMHDgAzRtejYt02syNbCcZdThJvsyRUV7CAQCSDVoCJL4kI/DkY/D0ZGQkOFERnoJDa1FUVERsC+COWDAkUcwlbKjZ36KUkaKbZXS09PZvn07kyZNZ9myfDpxLrP5gI3U4iJi2I0PrB/Z6oYg3iBrMcaB07meWrXG4/W+hd9/Lz5fNHv2tMTpzDsmEUyl7Kj4KcohKK7VHTXqAzZtiiYrqxaBQCp+/x7gLobyGVkk0J1vyOJF4C7gcSAOcWjxAxZj3sLt7kNISBSBwGU0bnwePt+DDBlyDgkJ7bXn7glGxU9RDsG0aR8zePBHbN9+I4WF9YFIYBeQDrzH9VxDLB1JpQ4wGqna7A90QKo7M4A0atS4FZerFwB+fx65uS8zYsQ91cabr6Kh4qcoB8Hj8fDkk/8mLe1hCgvbAjWBTJLw8DxvcQ83sYdR5HMJ4MGYMOD2YPnarzid2zEmG6czAodjBYWFuUAq1n7GDTdcpFvcckQDHopyEL766iu2bk2isLAdsBf4gzjSmE8/evE5TdgNJABfAQZrC5BtbgMgn0BgEyEh5xAW1h2//ytiYlbRtGkr2revz5AhDx2xC7Fy9OjKT1H+Bo/Hw6RJkygoaEogkAH8QG1CmMcIGrOdHnzGMpKB34GpQDecThEzSWXZSFTUV4SGNgIgEMggK+txrP0PL7xwi57vlTMqforyF/Lz8xkx4kXefPNDduzYiZSx/0oE7ZnDVNqykSs4k2/ZifwTssB6oAhrnQQCacAc4uIuwu/PorDQi7XhGFOAw3E14eEv0rPnReU5RQUVP0X5k+Ko7uOPv866dX78/lbIGd82YDR1CaE+k7meyXxOV+AZIBdYCfwDmEcgkAA8T506zTn99HFYa8nJyaGoqIjQ0AhiYpqSlfUjixYt0trdckbFT1GCTJ8+k+HDv2TDhlvx+98FngUex8GdBNjDRtrSij8owI2s9h4BrkJ6bziAN3E6s4iNbcrpp0/78zwvLi5uv59zNO7DyrFDxU9R2OfKsmvXPRQVLUV6bqViaMNbvMceXAzkYQqIBMIBD7AneF8dYBHGrCc29jxq1iw6aCDjaNyHlWOHRnsVBXFg3ru3GampixEf3lrAZ7zKXG5iNpnURvpwueBPs4LGQDukhC2XiIhP2LMnn8LCVXi9GaX+HK3drTio+CnVGo/Hw4IFCxg1agy//z6ToqIVwCbgPZ5hGgNZzMsM4hmGAVlAFJLkXBOoAWwHPiI8/Arc7na4XHcREVGHzMwnDhBArd2tWOi2V6mWWGuZPPlDRo58h8zMBmRltcLvjwd+ABrwAFk8xlYm0oAHGQjURWp11yKiF0CqPGbjdt9PRERfCgvX0KxZG5zOc7j4YsvChcfefVg5dqj4KdWO/Px8/vWvW/n000yczsF4PC6sjUDqcB8AnmQN9XiHM7mTy5DAx5PItjcWKWtbiZSx9SMsrAuBwAqaNUsiKSmBtLR6nHJKJIMHP3TM3YeVY4eKn1JtKE5leeyx11i3Lhd4g6KicKzNBHYCzUlkN2kMYjZDmc14JKrrQ8wK2iPVHNuAnwgJaUSDBhdSt24MMTFNcTicwL6AxvFwH1aOHXrmp1Qbpk+fyXPPfcn27T0w5jLgFAKBCCR6G8dlzGMDp3MRPwANgV+RM76rkZVfU6A20BRjWtKkyWW0adP6TyNS0IBGZUJXfkqVpdh/LycnB5/Px0MPvcrOnZeSn/8bsoLbhNTrtuU8vmcq97KMJnxHJOLBNxU4D4nm1gHOpnbtBhQU/IYxr9GgwaPAvpSWY9FOUTlxlKVpeQPgXeRvSwCYYK0dbYx5CrgNyAzeOtRaOzf4niHALUhOwEBr7bzjMHZFKZXi7e2YMVMpKGjFpk0byMpaAMQD+cj2dT1wH3ADXdjFJ1zBWlxcTC/ysMgK73/Iud7NgBeHIwLYSUjIS1x8cTvS0x8hL08DGpWVsqz8fMAD1tpfjTG1gF+MMV8GXxtlrX2p5M3GmNbANUAbIAmYb4xpoY3LlRPF9OkzGTFiAbGxo9m27VOysr4FzgAeBk5B/kovBaJJ4jnm8iE7cHEhX5FNO6AIaVV9HdJ+eiGy5XXg8y2jYcNc3nvvcwANaFRiytK0PA1ICz7fY4xZiYS9/o4rgCnWWi+w0RizDkmDTzkG41WUg1JcqREbOxpjIti8eSqSsPw4sn11AM7gtTxSGcIzzGcGM9hBWyTiuw5JbYlDxO8WQkLiCQtrSWLiJoYN+z/cbjeABjQqMYcV8DDGNEb+S/wxeOkeY8wyY8zbxpjo4LV6wNYSb9vGwcVSUY4ZKSkpeL1tcLni2bJlHtZGIau9ZkAeIm6GBuTTmg3AV4ziIjZTE8nh+x0RxkggBylhO43Q0FxCQt7i6acv021tFaHM4meMqQl8BAyy1u4GXkf2Ah2QleHLxbeW8nZbyufdboxZbIxZnJmZWcpbFOXwycnJIRBIwu/3sHXrPORIOhLZ5CQB64hnG/O5jk+4HycRyF/jQkT0TkGOt/OBbMLC4gkPP5nIyFWMHz+Y66//pxqQVhHKJH7GmFBE+CZba2cAWGvTrbV+a20AmIhsbUFWeg1KvL0+kPrXz7TWTrDWdrLWdqpTp87RzEFR/iQqKoqcnAX88MON7N2bgcToFgLfAdlE4eELLqQe2/kXz+InD4n61gESkS2xD9gChOHzFQLLue22S7nuur7lMifl+HBI8TPy39xbwEpr7SslrieWuK03sl8AmAVcY4xxGWOaAM2Bn47dkBXl70lNzWDbtrXs2eNHorqXA9HAKGownbnczMlsphejSCEZWRV+hZzzbQ0+rgSKMMZFeLjB6VxNy5Yn64qvilGWaO+ZwI3AcmPMb8FrQ4FrjTEdkC3tJuAOAGvtCmPMVMQawwf010ivcrzJzs5mwoQJvPDCOwQCnQkEHkW2uT6gO7CVoTzC6aykD68yn1aIyM1CcvlGINHgZkhKzHIcjmhCQl6jUaP+vPHGJ1x11RUaza1ClCXa+x2ln+PNPch7hiNhMkU5ruzdu5d+/W5lzpxF+Hzx+Hw1kchuJFCA+O4FgDYM43kW8DALscDnwGwkBWY0MBm4H+iBbIi2ER6eT7NmN5CY2IvMzG2kpKRodLcKoeVtSqXEWsu0aR/TosUFzJgRSlHRw/j9NYBTkTSVUMCJIY1HmUEUNfHSg4VcCGwGkoGXgNXBr/ORbfI04B1OOqkH55wziaSk3hhj1H25CqLlbUqlZPr0mQwb9hlpaQ9iTFusXYG1MUjgohA5jdnDeF7hTj4knSTe5DYksvsHcs63B6nk+B1ZAdYFatC+/XAaNLh2v5+n7stVDxU/pdKRn5/PE0+8zsaNA7B2HdZOBloj4rUdCVrUZiQvcCcfMoIHeJObkESEHxBT0rMRkUwFnkZK2NYTGRlNvXr/3O/nFZsVdOjQn4ULF5KTk0N0dDTJycl/JjsrlQ8VP6XSMXLkS2zZ0pBAIAdYg6ScRgLZwO1AEUN5mYf5L+P5J0N4Ekld2YAYkE5DVnyB4LWngelAHj5fMjt2fEJSUm9AhC8r62nOPbchl19+N15vGwKBJByOlbhcExk4UGp5NRJc+VDxUyo8Jd1ZIiIimDLlc+BKioomASMRQRuFnOVtoCZPcCureY+ruIdBwU9ZjwQ1/oUIXwHi3BKPmJXeBezF709i9eqXsDaD0NBMwsJWcO65jfjqqz3ExY0mKir+z3F5vRmMGDEMgD59eh//X4RyTDHWHlB8ccLp1KmTXbx4cXkPQ6lglHRnKV5x5eYuZP36ZVhbhGxdQ5AE5iSkfK05kEM8G9lJO/w0RjKx1iLCdyuy4itEmhA5gl/PYMwa3O69REU5uP329pxzzjl06NCByy+/G7d7NC5XPH/F682goGAQX3zxtqbBVECMMb9YazuV9ppGe5UKS7E7i9s9mvj4R/H7I9iwYSHWhiHl4ouAxcC1QGOupB//JgQHk8hgLH5OC96zHInudkccW/IRA9Ni4SP4eTVwOi8nN3cXLVq0oFu3bixZsuTPWuHScLni8Xpbk5Kivh2VDd32KhWSku4sYWF1WLFiCJs3f4G1zZFIbiLSNtIAH3IhN/MB/VnMqbgweOgUvK8XcD0ier7gY0jwq+Q53XaMKcDpbEIg0JK0tDRgX63wwdA0mMqJip9SYSh5trdp0yY8nhZERcWzdesUNm/+BWvPR3ptDEDO7CKBVM4kh495hD9oziW8g4dvEIfmHKTF5BmIEdF2xKYqgn0rPgtkAL9hTChO56n4fAtITJTqzejoaByOlQcdt6bBVE5U/JRyp/Szve2kpf2G3z+FVavGYm1/YBJiHvQlEsAwdGQ3c5jCFhpyIX3I5QmgFeKtsRn4FEmBaYREhW9BtsA1gj89HXgC8OB2X0tR0RYSEvJJSEgAIDk5GZdrYjDdpfQzP+nZ8eDx+wUpxwUVP6XcKem8XBxNDQ3NIj19LatWDcPrDQHmIaVqdyJC1hzIIIYUthOgB93IZCtStZGIbGn3IivFB4AwJPAxEKkCaYvYXUmgLTz8BkJCTqJBA4iM3PFnAyK3283AgX0ZMWIYsbFP7CeA2rOjcqPip5QrJc/2SgpLVFQUfv/3FBTsQCK5m5CStYeAzrgIwUsoC8jiFIbiZzHSUqYOInx+JKIbBfwf8AhwKWJiMAZ4BziN5s3vpWbNLrhctahRo4icnOEMHLi/mBWbl44Zo03IqxIqfkq5Uuy8XDJ/DiA9fRaFhfMQfz0nEqF9HOhEIjv4iisYwX38h5vwMwy4G/gA+CdynrcXEcDNQAukdnc3xiRhzBgcjsmEhn5EZORarPUQCKTi9ZYuZsYY+vTpTc+eF2nPjiqEip9SrpQWTfX58lmx4il8PidwMrAbaAk0IIYCvqAPiWSwgtOQ7WwD5BxvEeK21h9Z9RUhKSx1gDiMSSUiIpSwsN00aXIHxgS49tqaNGoUWSYx0ybkVQsVP6VcKRlNLSzMY+vWL9m27S0KCx1I4/CmSKe1PdTiv3zOJzQjlYt4n584FVnlWUTk6iMCeEPweTSSz+fFmPU0bdqDuLh4YmKicTicpKU1plGjSK666qoTPm+l/FHxU8qV5ORkQkMnsHTpaFJT52NtawKBZUBXoBvwBVCfENzMZgod2EFvzuJrPkTy9oqt5bcHv2+J1Ot2ZN+530+4XNtp3vwqnM59KztNUaneqPgp5Yrb7SY62kdKymc4nf8mEEgBPkO2qguAe4Ea+EhkDnG8TixzWIaI2zfItvcMYBlSq3sBsBFxa9kNpGHMfzj55Lv2Ez5NUVFU/JRyJTs7m6++Wo3DcRY+30NIe+d4JCl5NA720gQH6wnnRfoj9bjZwCDgeST6+ymSBtMz+L5sZMW3GlhBTMz11Ku3b2urKSoKqPgp5YTH4+H7779nwIAH2Lu32G7eiZzxXY1UZzTkDfrThy9oxU+k/Wle4A7e9z9k5fcTIoL/QLbJ0cDbOJ2hJCRcwu7d00hP92FtfU1RUf5ExU85oZSs5li71kN6ehOkXM0CrwJDkC1sIq/wKLcynWE8RhrNEOflSCAX2RbnIQnL5wGnI/ZWl+JwrCI09Azat7+V+Pge7Njx5GFFdZXqgYqfckKZPn0mzz33JX7//aSnP4EkHBtgLFK5kQCs4EkmcR/fMJobeZKng/eEICtEP5CGlLH9glRpzAHOwuk8H2sn4XT6AYvf78HaRhrVVQ5ALa2UE0Z+fj6PP/46a9ZcyvLlXyMlZl8h53fbkXy9Inqzk6f4hrfpw33cw76eHAYJamQifThaAkuQqPBkoAi/vw/WNsbaK1m9ejGLFt3Mrl0LiI6OPsGzVSo6h1z5GWMaAO8i/yUHgAnW2tHGmBjgQ/jTLbKvtTYn+J4hSAW5HxhorZ13XEavVAqK3VrGjh3PunUx+P3xwK/ADsRRZSywCjmvc/Ep9zOQtYzDjVjtrkb66RYh/TdeQDqtDQFciDj+HxLoeJxatboQHp4AGHy+rezYcSdpaZkncspKJeCQTs7GmEQg0Vr7qzGmFrLP6AXcBGRba0cYYwYD0dbaR4wxrZE6o85IUeZ8oMXBGperk3PVpPh8b/ToD9m+HTZt+ga4DjEffQFZtT2IBC9achFdWcxHZNEW+X9zCvAJkrBcA9nqrkYCHptwOJJp1qw3ubmbyciYDTxNZGQrwsKkVC4Q8FJYuIZGjSAq6nl1W66GHJWTs7U2zVr7a/D5HqTNfT3gCqQ6nOBjr+DzK4Ap1lqvtXYj0kqr81HNQKmUFLu17N59EamphYj56CbgfeT/0NORoMV3XMIlzGIjI7gWcWJxIn+VxgFdkBSY75DNyi5CQy8jKuoBmjXrTZMmHQgPPwOn02BtDl7vFgoL1+D3/06zZnE0atRW3ZaVAzisgIcxpjGSXfojUNdamwYikMaY4sr0Yn/xYrYFrynViGK3llq1nuKXX+6lsLAVsiHIQ05K7gAuAkI4h2+YzkqWksB93I3YTrVCjEc3I+d7vZH0l3cAFw7HlTRunIjD4SQ/fzMQStu2TQkPd1FUVERoaAQxMU1xOJyAui0rB1Jm8TPG1AQ+AgZZa3cfpFVfaS8csLc2xtyO9BmkYcOGZR2GUsEpPt/7+uuvWbcunezs3hQW7kVWerWAM4HTkC3sA5xOPJ8ygw3EcRF92EMX4EqknvcPJKVlNOK+/AJy7reX2NgPMOZ0MjLSCAQWkpTUgfr1kyj9r5+WsikHUibxM8aEIsI32Vo7I3g53RiTGFz1JSIn1yArvQYl3l4fqTXaD2vtBGACyJnfEY5fqSCUzN8rKGjNqlXfkpe3Djm7cyGuKw8ibSNzg++6hNH8k0wcdOdUdpKC1OqGIbW9MUgwIxHZCn8PtCI6+g/efrs3eXl5xMScRIcO/YM9dTPVbVkpM2WJ9hrgLWCltfaVEi/NAvoBI4KPn5S4/r4x5hUk4NEcScFXKjAl+2dER0eTnJyM2+0u8/tLujHn5S0kL286sm2tjQQoXkLy+LKQo+YkIIJezCWCp0hjPFKlMRhJdnYAsYiP3/fBa2cDbtq189GjR4/9fr66LSuHS1lWfmcCNwLLjTG/Ba8NRURvqjHmFmAL0AfAWrvCGDMV2bP4gP4Hi/Qq5Utp/TMcjpW4XBMZOFBKwA5yxAHs78bsdNZg6dLhyPlcLeByxFi0IXL6sYN6RDGI5xjCEDI4DUlbWYVUaFyGRIS7A22QiPD3wKNAN4wZyAMP3HfAGNRtWTlcDil+1trv+LuDFLHHLe09w4HhRzEu5QRRWv8MkBXTiBHDAOjTp/dBP6OkG/PixQ9hbT7yV6YdkhpagGwMnNQhlvlcTyJpTOQG1hCJCONW5CzwFCR5+VRgF5ILaIFzgOWEhCznnHPOOWAM6rasHC5a3laN+bv+GSDNuGNjn2Ds2EFcdtnFBxWQnJwcfL440tLmsGPHJ0iycSQifN8gYraHSFYzj4k0xMOFfMkaWgXvSQNaA2sR8QsPPvqRVJd2wLuEhS2jfv1TWbJkyd86KqvbslJWtLytGlO8YistSAAigIfKj7PWsnTpCtaufY/ff18AXIIEK/YiaSq3ANcTQW/m8B1tyKc3F/I9mYi4pSNGBtFIJDcTsbTKBJ4K/pQmhIV9QJs2fYmKOl9TVpRjgq78qjGl9c/4K3+XH1ccIJkzZx6ffJKKw/EkXq8DSUZeDVyMnOWtAz7iZJrSmlVcy5t8QXfgfqSx0GtIsvPJyNHx18h299/Bn3QzxqzE6WyMMYaQkDRiYk466gCNoqj4VWNK9s/4O/6aH1cyQOLxtGDVqp9xOIbj8XgQf701wMNIy8hGiJDt4lde5CTuYRenIQ7LtZAevFexz4r+ReSs8FskveUeoAsOx0IiIsaxYcP9tG7tJDW1ORdeePMRB2gUBVT8qjXJycm4XBODeXCHzo/zeDw8//yLTJq0mqiox/B4VmGtpaioFT7fKCSoMR6oC+zFsJS3eZnf6Mho+rOL/kjO3z+QWt0Akr/3JvAbsk22yIpwCrJ1Hoa1PTEmnsLCKJKS9vLKK98eVYBGUUDP/Ko1brebgQP7snPnMLzejP1eK86PGzCgDy6Xi2nTPub88//FK6/MY/v2e1i6tIBVq34nPz+WgoLJyHb3cqQONx5oxBg+5CbmUINCpM/G5cAPwM/ICi8BmI5UP9ZG8vpcQCLGPAvcgcPRHmiH17uU+PiWLF++5YBcPigZoJlGQUHBcfudKVUHXflVc8qSH/f++x/y1FMfsHt3Evn5TqytgeTxRQIrEC++yxHhCgABhvM89/AGL3Afz9EHWdE1Dn59jKS/dEKCHG8huX0ZQAZhYXG43ecj214nPl8OzZrF4fFkYG3LgwZocnMlQKMRX+VQqPhVcw6WH+dyuZg8+UPuumsEHs95+P0RSIT2EcRAdAviWHYZsmpbCfh5hDEM5UX+zW08wgtIK8kcpMqxM1L5sRPJgz8TEdGlyDbXT3j4I7hcUSXGuAeHYzfGLMXtPrgbsxoYKGVFxU8BSs+PmzLlI+644y3y859FtrL5yPb0RyT/rhBZ7UUCHRBv2y3spQaTuJ7+jEZWgmGIldWvSF58PeSMrx+yckxB6nhDkbPAPCRgIp58sAW/fwZXX30Wn39+cFNSNTBQyoqe+Sml4vF4uPvuZ8jPvwOJvLYOvjIGmI2c4bUBng5eTySSS4GXeY1e3MhbBAhDfPm2A68AlyLBjHWIWLYHliPmPvficFjc7qtxOh/E630Wj+cN8vP7k5DwAkOHdmfw4AdxuVYccD5ZzL4ATfKx/4UoVQ4VP6VUZs+eTU5Oc2SV1gRJRv4JWam9hAjYo0g+3xqu4GM28RCnUx/pyfEc8B9EHPsDPZCWlL8hYngX4u/XE7e7K+Hh0wgJSaVevUwaNz6XxMQN1Kv3Hg8+2JBff/2EPn16ExERUaYAjZazKWVBt73KAQnDHTp04IUXXkAqNWoE78oCZiBetl8izYdqAuGcTws+5FaW0IGVDEDK275A8vkWI9vbtkgC8+tI8GMg0IDQ0ABOZ3/q1QvhsceeIimpLjk5OcTE3EhycvIBQqYGBsqx4pA9PE4E2sOjfDjQ0SWRXbtWkJHxP/Lzd+P3d0CiuAYRvl+R1i1JiGFPZ7qQzXx6sZ5anMvJ5NAVSW5ehCQrt2Zf9UYKsAuH41Tq1cuhS5cWtG59MsnJyXTt2vWwVmwej6dEgCamVKFUlIP18NCVXzWlZMJyTMwTxMe3ID09g8zMzvh81+H334lscZsh0dnI4ON8JJcvi6ZkMZfnSKUWFzKEHPYgeXx5SGS3J5LOMgYJmDTA5apBgwbtGTbsdK699tojHr8aGChHi4pfNaN4tTdq1PssX56KMWPJznayYcNvFBYWYEx9PJ73kIDEFYjg+ZCqjF1IzW06sJ1NpPMm1/AaD5JOEyS4kYoYEmxC7OdfAa4H5uJ0JuBydSMkZCsJCQkndN6K8ldU/KoZxf59xlyD07kSl+tUALzePeTnL0Ua7i0G3kA6EmQi/TNqIE2F2tCQ2ynEyQ5e5mF8SI5fCOBBUlRuRkxIb0LaVC7CGEONGtdibQbGLNSIrFLuaLS3GrHPv+8JAKzd5+hirQNrw5D62pOBOcA89hlyNwKiqYub+fzMLFYEryUA64GNSBR3PWJOegmSyDwZ+I3w8C6Ehl6M3/8zffp01/M5pdzRlV81oqTjcmhoNLCMwsKFBAI5FBYGkF5THyLRWh9SirYVGAX0I5pz+ZIeJOLhX/wLMR11IavCImTV15J9YhkPnIQxp2GMwef7loYNtzB48NgTOm9FKQ0Vv2pEsX+ftZaCggz27p2FMWBtQwKBpcBMRPCeQ8rQig0CcqjJ83zGEFqwhUs4j0WEIxsHB5Ly4kHaTIJUdOQALQkJqUFYWBb1659ERMTHDB16l/ruKRUCFb9qRLF/X1raTDZs+A63+10KCsDa2ljbBLGRfwjptuZDUlycQCIvUsBprOcqXmQhi5DtcTqy7S0M3usK/qQMZLvsxuFw4nAsJC5uFYMGXat5eEqFQcWvGpGcnExIyOusXbuEsLDXcTjq4PNtpqBgIyJWXZD+uosQU9LWSL2t4VHGMBvLXD5CWkh2BoYBQ5A+vI0QAdwBPAt0xeF4nYSEFtx0Uw+GDHlIz/mUCoWKXzXC7XbTvXs7li7dQkhIJNZCURHISm8vsn3dgWxlo3DwO/2ZxRvcSDYwl5MQA4ItwOPBe3sj53znIJHhZcC5wMfUrWt56aXr1F1ZqZAcMtprjHnbGJNhjPm9xLWnjDHbjTG/Bb8uKfHaEGPMOmPMamNMj9I/VSkvWrZsRu3ajfF4fmX37sX4/XOAlxEH5qVIGVskEMPrjGcMz3MF85AtbRH7LKluAz5HzvfmI6akG4FwQkPHcdVVsaxbt4g+fXqr8CkVkrKs/P6LdJl59y/XR1lrXyp5wRjTGrgGsftIAuYbY1po0/Lyo7huNzs7m+XL/2D69AXk5raiqGgRPt8HSKS2DrJa+wmpya3Bi3zD7XzMcO5jGjcj7SX/QBKf1yErvNqIZVUsTucmXK4t9OrVmXHjUoiKijrxk1WUw6AsTcu/McY0LuPnXQFMsdZ6gY3GmHXIUuHvex8qB+VIu5T9tW43K8tNevoWAoEICgo+Rtxaugcfs4GFSFOhVTzGTh7kM8bSjMfogAjfi4jRQQRSxeFCIrx7ACfdun3P7t2vc+utZ6rwKZWCoznzu8cY8y+kHOABa20O8i9pUYl7tgWvKYfJgaYDh9elrLiSIzZ2NLVqxbJu3W8EAr0pKHgd8CL1tknIOd+niMBdSzyW+7mc/9KLexkMjEAW/rcglRtrkO3t+cgf/QAiInaQk/M1ERH7mh0pSkXnSMXvdeAZxJvoGeTQ6GYk3PdXSrWNMcbcjrhY0rBhwyMcRtWlpHgdbpcyj8fDqFEfYMzTZGf7yc/fREEBFBRsB35BPPbqIke+XmAqUocbSQYrOJ132UQclhgksPE4UrXxHSKafmR7/H/UqtUXeI/s7Ik88sjtGtFVKg1HJH7W2vTi58aYicjSAWSl16DErfWRPVJpnzEBmABiaXUk46iq7CtDG32QLmWDuOyyiw8QG2stI0a8yPLlETidTqAIrzeHgoI9yIqtFSJkhcgi/SfAzdV8SVO2MpKrWE+L4KdlIpHgesi2dyNyxncHcD5udxxO5zZ8vhRuvDFZc/iUSsUR1fYaYxJLfNsbKI4EzwKuMca4jDFNgObIvy7lMCguQztYlzKvV7qU/ZXp02fy3nspwD8wJprCQj8FBTuR87xM4CTkj+kepBdHTXqQzWT6cRnvEIpBKjvikIBGNhIUyUKEcyhu95k0bx5N69Zumjb1c8opBQwZ8rBGdZVKxSFXfsaYD5BQYJwxZhvwJHCuMaYDsqXdhCwFsNauMMZMZV81fH+N9B4+xWVoB6O0LmUej4fRoz8E2uHx/EggcDbWGiRI8S2wCvHoa4BsZZtzNvOYwVOsoBWX0oUi5gGnIYK3EvkjTgte24UxTTjrrH/gcoUHrePHMWjQP3W7q1Q6yhLtLc1x8q2D3D8cGH40g6ruFJehHYzSupSlpKSQluYkKyuXQCADa53I6m42Uqa2GcnVewSI4DRm8il3s5kELuRTcglFjmG7IiJZXLGxG9kmLyM+fjrZ2dvUOl6p9GiFRwUkOTkZl2tisBvZgVvffV3K9o+s7tixg/T0bRQVPYa1PyJb2waImC0H7kYsp1oC4bTmWzKJojtvksUupEtbG+AbxL5+I3Isu4Hw8HBuvfUKevW6lF27dv3Z21dXfEplRcWvAuJ2uxk4sC8jRgwjNvaJ/QSwuEvZ4MH7dykLBAK89tob7N0L8D0QjTir3Ay8D7yKBDga4sBJgHzeoy/T6EkB6xHr+VVIgGM5Erv6HCjkuuu6Mm7cOM3fU6oUKn4VlNK6lME2vN4UunVrxebN6/nggw+oW7cuXbp0oW/ff5GSsgM4DylP+xZoiiQhn4Z47zlJYgXz6MKDjGQeZ1JATUQoY5Ck5e3BESQBBXTs2Jtbb+2uwqdUOVT8KijGGPr06U3PnheRkpLCnDmfM2/ez+TnJ/D2279hrQdjdpGQ8DPwDOvX70TSLROQ7euPiID9johhPrE04UvuoAGWnUQiji0WSXT2I4GNTcDzwJPUqXMmNWtuUst5pUqi4lfBcbvd7NyZy1df5eNw9GPnzsW43aNxOOIJBLxs3/4bBQVnAR8jxgS/IoK3A0lTcQEdqU0887iWJhRyERezmEQk+BGKOLrkIY2H/EA/jGlNYmKINgFXqiwqfhUcqdZ4H2t7s2HDf3A6xwBRFBZm4fWm4/X6gBbAo0gJmhvoBfyGnP3NJJzH+JSLOIXlXMF0vsGP+PA1Rnz4UhDR9CDidwnh4d/z8MN9NJKrVFlU/Cow1lqef/5Fli9Pxdr5eDytAQ+BQArGRGJtHpKMbIB8ZLu7i30uzBHAZxTSm+U8x2u8xmf0DL6ejARCJiLBjbZIOoyP5s0voHbteJKS4jVxWamyqPhVYKZPn8mkSasxZiwOx0ZgE9aGAh2CLSadSES3uGVke+Az4AOgM06eI473SKc9/bkTid5uQc4F0xAnl1zkzC8LaE/37m/hcoWTlrb7gCRqRalKqPhVUIrre2NiniA72wlEYO1yrO2PVF7kIkaiBmk16UV6cJwEnIbhNybSj/Mooj155DIWcWJZiqz8XIhN/VYkp+9SOnbsiMsl53ulJVErSlVC+/ZWUFJSUvB4WgSNA2bi9aZg7TLgB2SlF48IXlPknG4zsvWdAAxgFC7+j3T+Q2NyCQH+h6wUWwS/2iBl17cBVxMdHUO9elJSty+JWqO8StVFxa8CYq1lzpx5rFr1LatXL6KwMEBBwWpki/s04qyyG9nq1kaSkz8ArgPCGcZT3MtERnEdT/NvpHn4HqTbmi/4/WPBz+iIMYbOnTsB5s8kao3yKlUd3fZWQKZPn8ns2TtwOIZTWBhFUVEWYpKdCwwEbkIaBp0ETEaitQ8AvejHOzzOcN7kZu7nYSSdpTHSheAqJI/vC2TL3BR4iNq1k8nK2ojTmab1ukq1QcWvglF81tegwSukpm7A49mNMZ0AF9buAv4N3IXk8aUBpyMrPjE2nUkvnmALwxmKrAj9SPVGA8RecQGS2Hw9DkcySUkBwsNfo2vX1fTsebHW6yrVBhW/CoTH42H8+PHs2JFITIwTv98CTbHWhZzv+ZFqjU7I9nUJEuxYSze+JIWzyCWKZ3gccWHJDX5yDnAxYlO1joiI62nQoC+NGzcmNDQUr/cUfv55EMOHJ6vwKdUGPfOrAFhrmTx5Cp07X8qLL37M1q2RrFixncLCCIwJRwIZBYghaR6SmvJb8Pln9OQzvuASnuZxRCALkIhwIVK9sQ6J7r5ISEhnzjtvGM2bNyc0NBQ4uDmqolRVdOVXzlhreeCBIUyYsBCn82J8vnyKitIoKsolEKiLCBhIwrJFghTbgTuBMLoxhmn8zK9E8Sw9kXSXXEQEXcBzSAnbM0AS55//TqnjKM0cVVGqMip+5czkyR8yYcJyXK6PcDrrY+2HWDsSa/sgwQqQBboDsaHfiSQkt+Ef5DOLZayjFhfTjj08hHj1JSIrvm+RFiotAB8dOrxNaGhYqePQvD6luqHiV454PB5GjnwHh+MJQkIaUFDwMR7PdxgzEGunAVciXdbcyApwFVKOdhNOEniXs0mnDt2ZTDYbkITlacDPyJmgRZKgvURFhVKnTkSp4/g7c1RFqcqo+JUjKSkpFBS0wuGoh7UePJ6pGPMqgYATsZG/BwlunIbk6H2OVGX0wU+AXnyMBz87qIc0F4pEAiPjkTSWAsDDSSedzPXXt2LOnGfKbI6qKFUdFb9yJCcnB2MaAgUUFaUQCLQmEPgGcV3ORsTsY2AO0AyIpj4O+vISr/AAK+nIPhMDB5L8XJzIHALk07btM0RH/48hQx6iXbvP9zNH1T4cSnVGxe844PF4SElJIScnh+joaJKTk3G73QfcFx0dTe3aK8jK2kNBwTb8/lSkfC0BCVrsBv6JJClvJp6vmE8KdfmUqfyTbTRC/giLzwY3IU3JOwLbCQ2NICTkFwYM6IPb7f7THHXRokVkZ2drHw6lWqPidwyx1jJ9+kzGjJmK19uGQCAJh2MlLtdEBg6U1VVJi6guXbqQlzeCvXvbUViYhnjqJSIJzHWRSg4fEEcUtzGP7tTHz4U0ZxtFSFBDGpNLwvNIxNIqHyiiceMEhg7tsd+qzu12061bt+P/y1CUCk5Z+va+DfQEMqy1bYPXYoAPkSXJJqCvtTYn+NoQxFXTDwy01s47LiOvgEyfPpMRIxYQGzuaqKj9z9VGjBgGQJ8+vf+8/umnn7N9+2YKC/+NGJBGIv58vwCnImkrCdTge+bwf7Qil8sYzQ+MQ8rZOiJiuQVxa8lEghw7SU4+mQUL5pW64lQUpWwrv/8CryHFocUMBhZYa0cYYwYHv3/EGNMauAaxDEkC5htjWlSHxuXFZWmxsaMPaDfpcsUTG/sEr746gFq13Ozdu5eIiAiGDn2RvDwnUAd4ERGyb4BTgBeQ1Z+DM1jIqYziWrrxJUnAPxCBrIWksmxFhNIL1MbhSOLJJx9V4VOUg1CWpuXfGGMa/+XyFcC5wefvAF8hnbCvAKZYa73ARmPMOqAzUnlfpUlJScHrbbPfim8flp07/axZ42bQoKnUrHkWu3f/wPr1W5DVXj3gesSZpRD5VSYhW9oAX3IuTVlBKib4Wofg+85ERLC4KXlbQkL+QdOmKXTt2vU4z1hRKjdHWt5W11qbBhB8LP4XXw9ZhhSzLXitypOTk0MgkFTqa6mpO1i3LgtjkqlZ81ISE28mIyMOqcvtCXwHTEHy+c4C4jCEMZEB9OILoBapxCMrw2ZIZzY3Ymf1K1BIaOhD1K49kAYN1jNs2F0axFCUQ3Csa3tLa/hgS73RmNuNMYuNMYszMzOP8TBOPNHR0TgcqQdc9/v9bNyYSlhYCxyOTEJCotmy5X1yc99H3FamI6u415FytDOAfF5jILfyNiezMvhJxYnOichqLwtJiVlHjRrtaNo0lbZt32XkyKv3O1dUFKV0jjTam26MSbTWphljEoGM4PVtiHdSMfWRQ6kDsNZOQGyH6dSpU6kCWVEpLZUlOTkZl2tisFpi39Y3JycHvz8Uv/9T/P7P2bw5h/T0TcC1iDlBEySd5XPEnDSL5/gvdzOBkdzPCIqrLgwS1f0ZaUB+MrCGli2jeOaZe4iLiyM5WV1ZFKWsHKn4zQL6ASOCj5+UuP6+MeYV5NCqOeKVXiU4VCrLgAF9GDly2J9VFNZa0tNnkZf3MdbGY+1F7N27GklR+Qz5f2I34sASCzRnMG8whB28zg0M5lpgI7LqK+7RUbzlnUh8vIMlS37VwIaiHAFlSXX5AAluxBljtgFPIqI31RhzC5Jn0QfAWrvCGDMV+ANJUOtflSK9h0pleeSR8xg8+Pw/qygyM9NJTd2KtbdhbSskKOFFVnzjka3rK4ghaTawi3jWMQkn/XkACZpnIL9KH/AmUu6WQVjYAGJixmtrSUU5Qoy15b/j7NSpk128eHF5D+OgeDweLrzwZtzuA1NZQASwoGAQX3zxNtZavv76a+6772VcrlEsX55JINAK8d8rQiK2a5Ck5LpAImJXmgG0xsH7BBiP5P7FISVrvyMnCC8DH1CvXmeSkjYzcuRZmrSsKH+DMeYXa22n0l5TM9MyUpzKUprwwf6GoG63m7CwMGrV6hrc/gaA9Uhw42pkm9sJORWIpBezWE0XmpEKrCXA9cBlyNneXuRcsAaSDlMPY+rjchUSCNRTDz5FOUK0vK2MHCyVBSSqu2tXTebOnRs860snEEhi9+6coPgtQLa7LiS62xlowgXMZwoP8isdSKMuEhz/HTEgXYwcnX4PnAdciTF7MWYHLtfJOJ2/qwefohwhKn5lRFJZVh5w3e/3s27delJTM/H7lzFzZiRff/0DHs9CPJ4OpKaehAjZL0gvjXwkRpTJGXzHTK5hJS24hA/ZS21kVegKPvqBC5HcvjzAgbWbcTjWUbfuvfj9U9WDT1GOEN32lhFJZVmB11uc1WNJTU3jm29+Zv16Dx5POEVFa8jK2o7f34bIyJfZsGEWHk8W8CUStc1HzvFupQ2LmcPVbKM+PZjBLuKRrW0N5GxvDfAUcBGyGiwAVmHMRJKSurN798vaW1dRjgJd+ZURt9vNwIF9GTFCUll27vSzbl0WXm9THA4fMJyIiAdwOJJZtuxyfL48JI1lJBLh9QH/QnpxRLCZG5jFBh7lAzI4KXhvJOAB3kJMS58MPhYAWzBmLfHxjWjQIIVBg/6pHnyKchSo+B0GxWIzatQ9rFkTgd9/Otam4XCsx+3ui8vViz17huDzJSCtIp9FVnHhQFegLfWZRTZ7yONa+uFGDA1aI9UeO4C5iHPz/yH9Oh4lKSmXSy7pzlln3UfDhg01mVlRjgEqfoeBMYY+fXpTs2Y49903jaIiF+npbYmIeAxjwgkEsikomAt0R/L4uiKBjSmAnwRW8j/+yypWchnzkUbjFwGLkP4coUgqjIii07mKpk1j+e23RZrIrCjHGBW/IyA/P5+aNc8iNPRydu7MxphwrLXk5t6DJC4vA55AVnTfAyHE4ONLXiKBIq6nAInktkESnzsjwY2ZyPb4XaABDRs25tlnb1PhU5TjgIrfEVAc+Y2OjsaY1ezdu4K9e59EVm31EOGrgfTfWEtNXuYzbqIZO7mYT/mJrUhzoi5I46EtwAwgLPgZcYSH+3jmmX56rqcoxwkVvyMgOTmZsLAJbN36Lvn5b1JYuBVJR7ka2Iys+AqRvL7nmMgjdGQtVzKSrziTfWeAtyH1vQuBRkjAYwm1asUzfvy9XH/9P0/85BSlmqDidwS43W5OPbUe48aNJBCQLmlwNuLsnwtsR6o32gEn8RiPMZUr+ZQ2iCtLDHKudxIwDjEl7QMMoWnTBJ577gG1pVKU44yK32FirWXy5A+ZMOEzAoH2QAtE0D4E2iJ+fLtw8CHXUJP3uZX1tGD9nykr65HUl+ImRdcB7YmMnED//v/k8ceHaCRXUU4A1Vr8ytpisiTTpn3MPfe8h9f7EpKS8hnSOOh1JFevAGjAv8nkNj4ii6f5gkcRgwKLVGoA1ESCI6to3vwnnn22P3369FaXFkU5QVRL8TvcFpPFeDweHnvsNXJz+yN9NHzAp4ijcj3knG8ZL/EQt/ERz3AdX5CBBDRqAxuQopo9iFAup2nTZowdeyM9evQ4ATNXFKWYail+h9tiEiS95aabbmHt2ij2Wcl/hwQq6gTvCuNx3uMB3mcMt/AETyGR3x8RJ+ZQJLUFYDqNG99KVJSDvLw8FEU5sVS72t59LSaf+NsWk2PHTqOgoACQVeLUqTNo2rQz06Z9h/zKXkDEbxcQjbiw7KAp63iMf/MfrmAQTyEi2Rxx65+EWFq9CjxHnTpdadPmZpzOVGJiYk7AzBVFKUm1W/kdvMWkCGBurvjydevWjWnTPubuu59j5844JLhRiLgvNwS+RrpytgHWsp44zuADfqMhllAggGxxWwP/Q7z5zqJdu3do1KgpXm8mLtcf6syiKOVAtVv5HcqXD8DvTyI7OxuPx8PQoS+xc+dOxGZqB3A7ksDsRwIev3M173ENS4Dt/EJDxLe/NuLA/AuwArGpr0OHDi/RqFEzvN5Mdu4cps4silJOVLuV38F8+XJycigqKmLPnmX88UcsM2bMYP364r7r1yJpKrHAJmQ7G8HFNOZ97uR7OvMh47DkA42RCPCjQBoSGDFERbXF6ZxHRkYaYWErGDy4r1ZwKEo5Ue3E78AWk5bU1B1s3JiK31+TwsJP8Xrn8eST7bA2FVnBDUEitRFIwCIG2MQ5/MFHjGEZSVxBTSzjkfaTeYhZwS6kLeUsQkLa0r9/Izp2jCIm5iSSkx/UFZ+ilCPVTvz+zpcvNLQpHs9zFBQsBAYgQvcWYk1VA2kb+S2y4mtEJ7KYTX820oAezGA3ccCNSAJzcce1vsAijOlMo0YxnH/++dpsSFEqCNVO/GB/X77Vq934/TXYu/c3/P6GFFvMiylBOyRp+TFE9E5HzvDe40LCyKIO3fkfO0kKvseDnAm+jKS2fERo6PW0bHk1UVEjSE5OPrETVRTlbzkq8TPGbELCmX7AZ63tZIyJQWq9GiOHY32ttTlHN8xjS7EvX2io4ZZbniEvL4KQkBuw9kwCgdZIr43zgUFIA6GxSOQ2H6nSqMVzjGQcT5FLErLSewYRy9HI6i+P+PhLaNfuLnJyhjNwoAY2FKUicSyivd2stR1K9MYcDCyw1jZHWpYNPgY/45hirWXatI955JGx7NrVCp+vL0VFKQQCtyHuyzlALaT2thOy3f2JemxjEf1oTwpwA7m8hfTgvRNxdcmi2LnZ4ahHdLQPr/d+Bg8+XwMbilLBOB7b3iuAc4PP3wG+QhSi3Cmu5Z0zZx6zZ+8gEHiWQOBHjPkBa1sBycCvwK2Ir14RsrDNJY4tfMnr1MOPk8ZIL922yKL3XmTbuxSIIDa2F3Xq/MCrr15D165ddcWnKBWQoxU/C3xhjLHAG9baCUBda20agLU2zRhTejbxCaRkLa/H04JVq37G4RiO1/s/YD3WjkJK1PxIIvICYCKi4Q8QSSbzuIRG+OlBN35lLZLw3BaJBhchtvWFhIXdSkzMOoYNu1vrdRWlAnO04nemtTY1KHBfGmNWlfWNxpjbkegADRs2PMph7M9f3VrS0jJ45ZXviI0djc/3OyEhoYSFdSA//yWku1oMouNFyNleHaSx0ONEsItP6UtbVnI50/iOtshKrzmy0luP+Pdl4HCcg8v1EU8+OUS3uYpSwTkq8bOSCIe1NsMY8zGSDZxujEkMrvoSkWhAae+dgBS90qlTJ3s04yjxmQe4tcAK1qz5mMaN7yUsrA5FRTlYm0RRUQrGtEeSli2y6ktDqjKikG3tyVgWkkMU1zGJeVyMRHE7IaVtXyGpMBsJC7uTOnV+ZuTIIerArCiVgCMWP2NMDcBhrd0TfH4hMAyYheSLjAg+fnIsBloW/urW4vf72bRpEz7fuaxZ8x579vhwu2OB7QQCkfj9iUjfjL1IkCMPsaayOAnBTQJ5bOdy/osEQAwSI0oA3ka2vktwuU7D5ZrDyJGDue66vidquoqiHAVHs/KrC3wc9L0LAd631n5ujPkZmGqMuQUxsutz9MM8NPvcWkbjctUhNTWNjRtT2bvXT2FhAjCYTZvuJSTkPvz+7wkJ8WLtHkT0nEik9hRgD4ZM3uJ22rCQsxiJl02IHVUkkvf3PZLO8iNxcf8gKqqAp54arCs+RalEHLH4WWs3AO1Lub4TSZI7oZR0a0lNTWPduiysbY7PtwtJPm4CdMLn+xjwUFS0EdiKpCJaxJoqFAhlNE/Tj2k8Tlu8XIWs+FYhkV8Psj3OAcJp0SKcQYOu1TM+RalkVJkKj2K3Fr/fz8aNqYSGtmH37gIkGjsHWIL003UhQQ4/Ykb6H6SLWgiQy7OMZADTeImTeJa7kG2xRc4B05CGQxmEhMDgwTfz6KOPaCqLolRCqoz4Fbu1iAjWIhAw+P1zCQRmIWdzHmQXPhTpsNYEaTX5ItAfaMfd5PEoHzGBk3iIq4D5wffUR8RzEbCHmjXhzTdH0bfvldpzQ1EqKVVG/IrdWnbvTgMiKSycSSDwLeKcHI/U57YCWiLb2JlItLY9cD3wOZ+ynUZ0YAizkJVeIfADYlg6F8jh0ksvZdq0SYdsdKQoSsWmypiZFru1eDwv4fdvoLBwBvA4EpeZhvTR6IKs4iYCnwM3AUPoTGcMb7OFV3mEtgSYhbiyhABNEQHM5/TTOzJ79nQVPkWpAlSZlR+IW4vX6+X222/F2guQiOwy4D3gBkTwFiBtI/sCq7mcsXzEDwzlGV6kB3AN0nTIgzg3F7emTOTxx4fqNldRqghVSvyMMdxwwzX8/POPvPGGG2MCFBT8jiQl70LO+p5DvPpach4LmMqz/EIcr1MXCYIkIz03xrGv4uNsEhO30b179/KYlqIox4Eqs+0tyeWX96R+/QJCQjKR8jM3ErwYiazoXHQhhU/oxRpacDH/I49PkHQXkNK1XYgr1w1ERnoYNephjeoqShWiSorfGWecQWJiGi7XLiTVJQUJbLQDahBOGh9xFWkk0J2Z5JCIJDivQBbDm4B/APnUqPE548b1o2/fK8tlLoqiHB+qpPgBdOnSmJ07n0dWb2uQHroArSigiGt5iwuYQzr1EZv6RkiHtS1ISouHunXDeOONR7n++n/qWZ+iVDGqlPhZa5k0aQrt21/Eyy//G2k6NBJJbfmZBqzhGqYCcXxDHFtogPwKnIgzSwB4AGNyadHCMmbMw1qrqyhVlCoT8LDWMmjQw4wdOwVrQYIcQ5Dcvi+py9Ms4HziyGMe/yOHImSFF4ucA84GcmjSJJxx496kW7duesanKFWYSi9+xd59n3wymzFj3kLO7gLAPUhOXyTRnMsX3E8Su+jOm+RQC0l8DgV+B54GVnHzzf14881xusVVlGpApRW//d2ZW7F0qQF6ACuBjkintT3UxMdc+tKSPfTkMlJ4FenJ0QSJBH+LMbu5++47GDv2ZRU+RakmVFrxK+ndV1gIPt+vyEpuBLAO+DdwLlfwPZ1YzNVMYz6XIgGNIUi52maSkmrwwgtjue66vip8ilKNqJTiV9K7LySkFlu2fIC4s2QDZyCR263A/UymE4v5idV0YJ9FfUMgnaiodrz99n3aa0NRqiGVMtqbkpJCQUFrdu78jq+/voYdO15B0lWmAS/g4A7GAafzNJDBasYiq8GtSHe2z6lf/3LatImma9eu5TYPRVHKj0q58svJySErawdbt36D3x+CrOjGIrl8RYznQe7gXdbTlJ8Zh3TTBKnVHUndul2Jj9/Evff21YiuolRTKqX4RUREsG3bAvz+sxDBa4w0Dbe8wEPcwbs8z0Be4VbEjPRU4C5kobuJxo1r8MADN6j7sqJUYyql+O3evRufz424r4xGxA8eZTgP8QrjuIuhPI44MDuCr6/EGCdXXnk6kya9rSs+RanmVMozv7lz5yKpLLUQv75NGAKcxq+8y40MYAyy4gMxJF0PrKZ//85MnTpJhU9RlMq58vN4PEjE1gFchZMr8bOdvkzBYrA4g68ZJLXlO1599Snuvfeechy1oigViUq58uvYsSPGrAF8XMVP/MwO4rkNH+n4CQ3e5UcCHA/Qrl0sAwf2L78BK4pS4Thu4meMucgYs9oYs84YM/hYfvYdd9xBWNhyejCO9+lHPieRR2skqnsX8DxwL3AF9eptYcmS7zWBWVGU/Tgu4meMcSJWyBcjtsjXGmNaH6vPj4mJ4cXLOzCDp1lBfS5lFPkMAMYjQY7/AvNo0yaaLVtW4nQ6j9WPVhSlinC8Vn6dgXXW2g3W2kJgCvuS7Y6eJUu4Z94c9kRH0TPEkMvLwBvBr0U4HPnccUdfli1bhMNRKXf2iqIcZ45XwKMeUk5RzDbEGvlPjDG3A7cDNGzY8PA+PT4ec+aZ1J0wgeUREYwfP54FCxYAcMEFfenfvz9RUVFHPnpFUao8xor53bH9UGP6AD2stbcGv78R6GytHVDa/Z06dbKLFy8+5uNQFKV6Y4z5xVrbqbTXjteecBvQoMT39YHU4/SzFEVRDpvjJX4/A82NMU2MMWFIM9xZx+lnKYqiHDbH5czPWuszxtwDzEMaZLxtrV1xPH6WoijKkXDcKjystXMRx1BFUZQKh+aBKIpSLVHxUxSlWqLipyhKtUTFT1GUaomKn6Io1RIVP0VRqiUqfoqiVEuOS23vYQ/CmExg82G+LQ7IOg7DqWjoPKse1WWuFWGejay1dUp7oUKI35FgjFn8dwXLVQmdZ9Wjusy1os9Tt72KolRLVPwURamWVGbxm1DeAzhB6DyrHtVlrhV6npX2zE9RFOVoqMwrP0VRlCOm0onf8WyJWR4YY942xmQYY34vcS3GGPOlMWZt8DG6xGtDgnNfbYzpUT6jPnyMMQ2MMf8zxqw0xqwwxtwbvF6l5mqMCTfG/GSMWRqc59PB61VqnsUYY5zGmCXGmE+D31eeeVprK80XYoy6HjgJCAOWAq3Le1xHOadzgFOB30tcewEYHHw+GBgZfN46OGcX0CT4u3CW9xzKOM9E4NTg81rAmuB8qtRcAQPUDD4PBX4EulS1eZaY7/3A+8Cnwe8rzTwr28rv+LbELAestd8A2X+5fAXwTvD5O0CvEtenWGu91tqNwDrkd1LhsdamWWt/DT7fA6xEuvxVqblaIS/4bWjwy1LF5glgjKkPXAq8WeJypZlnZRO/0lpi1iunsRxP6lpr00BEA4gPXq8S8zfGNAY6IquiKjfX4FbwNyAD+NJaWyXnCbwKPAwESlyrNPOsbOJnSrlWncLVlX7+xpiawEfAIGvt7oPdWsq1SjFXa63fWtsB6VrY2RjT9iC3V8p5GmN6AhnW2l/K+pZSrpXrPCub+FWXlpjpxphEgOBjRvB6pZ6/MSYUEb7J1toZwctVcq4A1tpdwFfARVS9eZ4JXG6M2YQcP51njJlEJZpnZRO/6tIScxbQL/i8H/BJievXGGNcxpgmQHPgp3IY32FjjDHAW8BKa+0rJV6qUnM1xtQxxkQFn7uBC4BVVLF5WmuHWGvrW2sbI/8OF1prb6AyzbO8o0VHEF26BIkUrgceLe/xHIP5fACkAUXI/463ALHAAmBt8DGmxP2PBue+Gri4vMd/GPM8C9nmLAN+C35dUtXmCpwCLAnO83fgieD1KjXPv8z5XPZFeyvNPLXCQ1GUakll2/YqiqIcE1T8FEWplqj4KYpSLVHxUxSlWqLipyhKtUTFT1GUaomKn6Io1RIVP0VRqiX/D/aLwJk900NFAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 360x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(5,5))\n",
+    "plt.plot([0,400],[0,400],'r--')\n",
+    "plt.scatter(y,rf.predict(X), s= 80, c = 'b', edgecolor = 'k',alpha = 0.7)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "41898498",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "cross-validation results:\n",
+      "Folds: 10, mean R2: 0.924\n",
+      "Folds: 10, mean RMSE: 19.277\n"
+     ]
+    }
+   ],
+   "source": [
+    "crossvalidation = KFold(n_splits = 10, shuffle=True, random_state = 1)\n",
+    "\n",
+    "r2_scores = cross_val_score(rf,X, y, scoring = 'r2', cv = crossvalidation,\n",
+    "                            n_jobs = 2)\n",
+    "scores = cross_val_score(rf, X, y, scoring = 'neg_mean_squared_error',\n",
+    "                        cv = crossvalidation, n_jobs = 1)\n",
+    "rmse_scores = [np.sqrt(abs(s)) for s in scores]\n",
+    "\n",
+    "print('cross-validation results:')\n",
+    "print('Folds: %i, mean R2: %.3f' % (len(r2_scores), np.mean(r2_scores)))\n",
+    "print('Folds: %i, mean RMSE: %.3f' %(len(scores), np.mean(rmse_scores)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "d9d0597b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x213fb1c8460>"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 360x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from sklearn.model_selection import cross_val_predict\n",
+    "plt.figure(figsize=(5,5))\n",
+    "plt.plot([0,400],[0,400],'r--')\n",
+    "plt.scatter(y, cross_val_predict(rf, X, y, cv = crossvalidation), s = 80,\n",
+    "           c = 'b', edgecolor = 'k', alpha = 0.7)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "987e87e4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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hhBBCCCFqR3dTsgkhhBBCCNFYpBQLIYQQQoi2R0qxEEIIIYRoe6QUCyGEEEKItkdKsRBCCCGEaHukFAshhBBCiLZHSrEQQgghhGh7pBQLIYQQQoi2R0qxEEIIIYRoe6QUCyGEEEKItkdKsRBCCCGEaHukFAshhBBCiLZHSrEQQgghhGh7pBQLIYQQQoi2R0qxEEIIIYRoe6QUCyGEEEKItkdKsRBCCCGEaHukFAshhBBCiLZHSrEQQgghhGh7pBQLIYQQQoi2R0qxEEIIIYRoe6QUCyGEEEKItkdKsRBCCCGEaHukFAshhBBCiLZHSrEQQgghhGh7pBQ3iFFzjMLMat1GzTGq6p9JCCGEEGI8BlU9ANFzjHlpDBxc9SgmzJiDx1Q9BCGEEEKI8ZClWAghhBBCtD1SioUQQgghRNsjpVgIIYQQQrQ9UoqFEEIIIUTbI6VYCCGEEEK0PVKKhRBCCCFE2yOlWAghhBBCtD3dUorNbGEzu8nM3jOzl83sUDMbOJFjhpjZ0WZ2h5m9b2beM0MWQgghhBCiZ5moUmxmI4AbAQc2Ag4F9gMOmcih0wC7AO8Bd0/ZMIUQQgghhOg9ulPRbjdgKLCpu78F/NnMpgMONrOjUt94uPsbZjaju7uZ7Qms3nPDFkIIIYQQoufojvvEesD1JeX3AkJRXnVCB7q7XCaEEEIIIUTt6Y5SvCDweN7h7s8TbhEL9saghBBCCCGE6Eu6oxSPAN5o0T82bRNCCCGEEKJf092UbK3cIKyL/snGzHY1s/vN7P7XXnutJ79aCCGEEEKILumOUjwWmKFF//S0tiBPNu5+mrsv7e5Ljxw5sie/WgghhBBCiC7pjlL8OCXfYTObExhGyddYCCGEEEKI/kh3lOJrgXXMbHjWtyXwPnBbr4xKCCGEEEKIPqQ7SvEpwIfAZWa2ppntChwMHJenaTOzp83szPxAM1vPzDYDlkyfN0tt7p6agBBCCCGEEFPKRIt3uPtYM1sDOAm4ivAjPp5QjMvfVS79fDKQK8AXp393BM6e5NEKIYQQQgjRC3Snoh3u/igTqUjn7qO70yeEEEIIIUTd6G5KNiGEEEIIIRqLlGIhhBBCCNH2SCkWQgghhBBtj5RiIYQQQgjR9kgpFkIIIYQQbY+UYiGEEEII0fZIKRZCCCGEEG2PlGIhhBBCCNH2SCkWQgghhBBtj5RiIYQQQgjR9kgpFkIIIYQQbY+UYiGEEEII0fZIKRZCCCGEEG2PlGJRW0bNMQozq3UbNceoqn8mIYQQQvQAg6oegBBdMealMXBw1aOYMGMOHlP1EIQQQgjRA8hSLIQQQggh2h4pxUIIIYQQou2RUiyEEEIIIdoeKcVCCCGEEKLtkVIshBBCCCHaHinFQgghhBCi7ZFSLIQQQggh2h4pxUIIIYQQou2RUiyEEEIIIdoeKcVCCCGEEKLtkVIshBBCCCHaHinFQvQRo+YYhZnVuo2aY1TVP5MQQghRCYOqHoAQ7cKYl8bAwVWPYsKMOXhM1UMQQgghKkGWYiHEJNMfrN6TYvlu2nyEEEJMOrIUCyEmmf5g9YbuW76bNp9Rc4yKOdWYz83+OV598dWqhyGEEJ8hpVgIIRpGf1Dy5aojhKgbcp8QQgghhBBtj5RiIYQQQgjR9kgpFkIIUWv6QyCkgiCF6P90y6fYzBYGTgRWAN4AzgAOcfdPJ3Lc9MAvgY0JBfxPwN7u/vpkj1gIIURbIR9pIURfMFFLsZmNAG4EHNgIOBTYDzikG99/IfAVYBdgB2AZ4IrJGqkQQgjRz+kPVm+lMxTtSncsxbsBQ4FN3f0t4M9mNh1wsJkdlfrGw8xWANYBVnX321PfS8C9Zramu9/YM1MQQggh+gf9weoN7ZvOULQ33fEpXg+4vqT8XkAoyqtO5LgxhUIM4O5/BZ5J24QQQgghhKgF3VGKFwQezzvc/XngvbSt28clHpvIcUIIIYQQQvQp3VGKRxDBdWXGpm09fZwQQgghhBB9irn7hHcw+xjY391PKPW/BJzt7gd0cdyfgXfcfZNS/3nAaHf/cotjdgV2TR8XAJ7o7kRqxMzAf6seRA+i+dSXJs0FNJ+606T5NGkuoPnUhbndfWTVgxCTT3cC7cYCM7Ton57WluD8uFYnxwxdHefupwGndWNMtcXM7nf3paseR0+h+dSXJs0FNJ+606T5NGkuoPkI0VN0x33icUo+wGY2JzCM1j7DXR6X6MrXWAghhBBCiErojlJ8LbCOmQ3P+rYE3gdum8hxo8xspaLDzJYG5k3bhBBCCCGEqAXdUYpPAT4ELjOzNZPf78HAcXmaNjN72szOLD67+1+A64FzzWxTM9sYOA+4s+E5ivu1+0cLNJ/60qS5gOZTd5o0nybNBTQfIXqEiQbawWdlnk+ic5nng/Myz2b2LHCru++Q9c0AHA9sQucyz/3RgV4IIYQQQjSUbinFQgghhBBCNJnuuE8IIYToZcxsqqrHIFoj2QjRHkgprhAzm97MZql6HKI1kk99aZpskqvZ98zs+1WPpSdoknwkm3rTtPmIapFSXBHpRrsHcKOZLVvxcEQJyae+NE02aT47EFl9fmFme1Y6oCmkSfKRbOpN0+YjqkdKcQWY2fTATkQA4qLASWY2xMys2pFNOmY2yMx+ZGbDqh5LT9Ek+ZQxs359zTdNNmY2HbAj8G1gbiLTzwOVDmoKaJJ8JJt607T5iHrQnYp2ogdJN9qdgN2BIcDLwOHu/lGlA5t8FgUOB54ELq14LFNM0+RjZkOBqYHpgJfd/WMzG+zuH1c8tEmmgbIp5vND4GEi7/ubwH1mNsDdx1U5vkmlSfKRbOpN0+Yj6oOU4j4ku5B/DNwC3A8sRj+1PqT5HAjcBFxZ8XCmmAbKp3hhWRxw4Fkz27jIL25mI4ER7v5khcPsFg2UTTGfA4DLgZ8BVwPHu/snaZ+BedrLOtMk+Ug29aZp8xH1ol8vpfYnShfylcB2xNLck+7+YtqnXyz7ZOMcDSwDXNcfLY85TZIPgJmtC9wLjAL+APwSGApcbWYDk0J8DXCdmU1b2UC7QQNlk1sh/+zuuwJHAa+5+2+L/dz90+SetGFFQ+0WTZKPZFNvmjYfUUPcXa2XG7F0/V3gVeCi1Pcz4L7SfsOAWYETgKWrHnc35nUZ8Gipb0Cax9RVj69d5QMsArwDXAAsmPUvQzxIFgRuBJ4D1iblK69ja6Bsivm8AlyW+hYD/gqsl+23MPAd4C5gHLE0XPn4mywfyaa+smnifNTq2SofQNNbupD/r3SjnQb4C1Hdr9hvuXQR35putK8Dc1c9/gnMax3gaWC7rG8U4U7xMrHcOLDqcbabfAj/4cvSg3yh0rZRwGPAC+nBshr1V4ibJJvpgf3S739J1v9b4E7AgM8D+wMvAWcB/wXGAhcBo6qeQ1PlI9nUVzZNnI9afZvcJ3qRlJFhb+B7wJ3uvmna9ENgVnf/lZmtbGbHEYEcn5ACooDrgOEVDLu7rA98DFxoZguY2R7A34BtgauA7wP7pkCvWtJQ+UwFLAHc5u6PFZ1pSXEp4sH+JrAVcIe7uyUqGW0XNFQ28xA+3g+4+2YAZrYm8DXiQf4j4BxgN8IS+RIxrwuAn7v7q1UMuhUNlI9kU1PZNG0+ouZUrZU3uRHWhSuBm7K+RQlr3UnAGcBTwPXAskTqn/8CpwNLVD3+CcxreeAj4qa0O5F54rU0p/nTPvukuRwADKh6zO0iH2CONObvleY5J2FV+RewWuofUmxP/9bGst9E2aQ5fDX7eyhhefyYsFA+Q/hLDgfWBd4iLJJLZMfUwrLfRPlINvWUTdPmo1bvVvkAmtoyRWNA1jcIWIuw1L0K3AOslLZtQPiBnlPHG21pbgcQS1MvpbkcDHwl2/5T4FPgP8Sb+oHA8KrH3Q7ySQ+Qa4CHgBUIJXn9NJdngK8A8yUZ3p4eJMcC0xa/QR3m0DTZUHoxLH5n4BvA2cTS/YDUtxXwNvC7Oj7UmyYfyabWsmnUfNTq3yofQJNb6UIemP6dgViC+1q2bbvsRrt41j/eDaEOLd2UzgN+A8xe2nYU8DxwH5FUfV/gBuBRYGjVY2+yfLIH92AiTd5VwOPEcuLThEK8Ydr2fpLfeUTA0OMkxbgOrWmymchcp8/+/hZhhfwdsGjWPxcwV3l+ko9k03TZNG0+avVulQ+gnVqmtAzM+oob7bmlG+2SxFvv1Olz5Ra88jhIy+/Z58MIhfhsYLas/0tEwMOWVY+/XeRDZAGZJz0k/kaHhfgGwsr//eyY+Ylcn8dV/UBvsmxazMny35tYni/mkz/U5yEs+zcCm+XHVz2HpspHsqm1bBo1H7V6tcoH0G6tdKPdMbuQl8z6hwBbA9cCN5NcD6iJzyetl7R+RvgZP0BSiOnwWZ2dWOraqeqxt4l8iofGAMJavG76fCDwAeEu8QmwbXbMJWnf2jzMmyibCcxtZ+LFsdN8su2fT9fYm2QZX+rUmiofyaZ+smnafNTq0yofQLs2IkDtf4Tv05JZ/+yZMrkEYYH4BzBN1WMujT9/Sz8KeIQIttsy9Q3Jtm+XlLB+kzOyAfIp++ANItwmDk19BxIW4y3S52uBEyYk57q0/i6b0lwMWCjJ4nw6+0EeRywFHw7MmfoOIIIlF6h67E2Xj2RTX9k0dT5q1bfKB9COLd1sbyAsc0tm/ZcQwVD3AD9LfbMROWe/U/W4u5jL4cATwMlESdQflLavTbhUnJHfkIgMFlNVPf6my6c0r0uBc7PPPySi688gXmi+nW3bjpr5gDdcNmsDS2Wf70oyuTP9/QqwAJGb9QVSBpG6tSbKR7KpfuztMB+1erRBiD7FzMzdPZXhHe3u/079NxKVks4ABgLbmdkC7r65mX1IVCGrFWZ2ELArcRM6GPgmsLGZ3QaMAVYllhUfA8529/fScVsCewFvmNlW7v52BcNvSZPk04K/AxuY2ULu/pi7/8LMPgWOBH7v7qcCmNnewE+ABczswPR7DHT3TysceyNlY2YD3H2cu9+Q9e1D+OGvSzzYRxHX133ADwg/8U/6frQTpmnykWxqLZtGzUfUiKq18nZsjJ8CaAXC13OX9HkgkW/xBaIyz83AnmlbbXw+icCt4+nwIZ6a8CkeS6TF+QQ4k8zKkvYbTDxYiiWtYVXPpYnyaTGvQUSqtruAlekIPlkj26fIL/0KYfn/Fh3p2ip3pWiqbEpz2gt4kZTzO/UNAf5ILOXfQ5btoHRsbTIfNFE+kk19WtPmo1aPpop2FeDu40pdHwLvElYG3P1Td/8rcBChvMwO3JG2eX6gmQ3s9QF3gbv/C9jP3V82s6nc/QPiJrQLUfVpWXffGXjCzLY1sxvN7CLgu+7+AJEH9C3CBaM2NEU+OcnS+wmwDDGPQ4AjzWxad78p7bM/IbcXiFR69xJp9e41s2m8YksxNFM2LXiBSDm1lJnNlvo2TH3/AfZ19+eL8ZvZbGY2E8Qcq6xO2AbykWyoh2yaNh9RE6rWytXijZe4WO8gCi2MJCx0dxE32pXTfkOBmYnSo6tSszQztLAkEmWH9ydKbv6VyIv7AnBx2n4kqZZ9XVuD5FOkaxsIbAZskG3bl8hVfCGwcNa/AOEKs3vV42+ybFrM6wDgn8DdhIVrXJrPGmn7TESRnPuIQKNHyLKJ1KU1UT6STT1l07T5qFV0HlU9gHZvdCQjHwxcQFSAeyLdaMcAq6ftsxDBbM+lbf8lfERrVSmuxfyGpwfIVenzAGAlQjE+D7gMuKXqcbaLfGiRwJ6o2PUocBEpcp6OtG5fJNxhvt1XY2xX2ZTlAyxGBEP+h6geWVTt+hwdBXEuJ8rankwsHa+ZHV/1cn2j5CPZ1Fo2jZqPWnWt8gGodbLgGbAKYbF7GVgh9c8C3AI8DPySKN27JpFi67fl76lTA0YTden3L/XPk25KLwOrFvOverxtKJ+tCGvWH8j8JNO2aQnXlnHAKi2OrbxCVBNlk18HROaDj4vfH5ieSA/2d7JIesKf/5i0/3xVz6Gp8pFsai2bRs1HraLzqOoBqCVBZAUxgD8Ba6XPQ4Ffpwt5V2BwdszGRL7MnalZsFo+rzSf+4ngupmBuYmqd+8D/0c/eEtvsHwGAocCi5T6pyEsYZ8QfpIQgXojCN+84gFU+QOkqbLJxjpH9vcqRKDXgWUZACcAbxC+lUtWPe52kI9kUy/ZNG0+ahWcQ1UPQC0TRuul7RmBZ4FfFRcyKb8vsBZRRW4cJUtsHRodS/CDiZyeVxJ+xS8S2Sn2A2asepxtLJ+W2SQIhfjHwKfAgZkM9yf8KP9J5AatTYWopskmnxOdl+2PAMZmn6fK/r6UWCo+kVIBCapfrm+UfCSb+sumKfNR69um7BM1wlM0rZnlclkBmAs43t0/TlkePkzbvk4oLscA1+TfVYdoWncfZ2aD3P1jwoqyBWFp/ITIg3uWu/+vyjFOCg2Uz3jZJMxsGLA3YT0+iI7MIPMS2UL+SmSuGEZkpZjW3T8t/SZ9TtNkA59dP+ado+w/Al4ysxFpnw8BzOwQIlPIH4BfufsTZjbQzL6Y9vM+Hn4nmiYfyabeskljacR8RB9TtVau1rlRshoASxM+n+uV+g8m3mxPAD6f+gYCPyJVIit/V4VzKqwqRkQG/xSYuepxST4t5/fNNO6flPoXI3IXr5s+jyb88y4hc6EglOWWeVolmyma24aE69FGhB/rdsSLykzEw/yjNJ/50v4DgFMJf/7Fu/qNJB/Jpomyadp81Prw3Kl6AGpdCAa2ISyrRiSEvxfYHNgg3VDHEcEC+Y32GCKa9vt0KKKV+3wW40v/Gv3Ah7jd5JPNaxCwY/p7KjpcJGYn/MJPSp8HEoU+fkZn/7z1khIwR1+Ou8myISp03QZ8PX3+QZrTLYQrUquH+lFE1pB/E377y2bfV/VyfWPkI9nUVzZNnI9aH5wzVQ9ArYVQwqfzXCJFlqUL9TfpYv2ECFDLLQ8DgWPpyJd5DXAYNfL5TONoxBt3g+WTW3yNUHqPB6ZJfV9Lc/hq+jw1MCL7TQpfvbWqknWDZXMakUaqiKQflub5Uhp/Pp9fpYf6E8DpRFDru8B2NZhH4+Qj2dRTNk2bj1ofnTdVD0CtC8HAQsDrwO+JpetRwNGp72g6Wx5+BTwP3A6sC+wJ/JkIiBpa9Vya2NpBPsB3Cevwl+lQeK8k8oBOm+03TXqYPEAE5A3MtvV5NHeTZEPnFGCXEy4s9xDluj8kLPXzp+0DiJeYfxMK10ypf2rgF8AzwOw1mFMj5CPZ1Fc2TZ2PWh+cM1UPQG0CwoEl0030P8B7wJuEr1N5qecF4JTiRpu2LUf4UG3S4nu1FCT5dGd+A9MD4g5gUcKd4gHgimyfYYSP+IfAEaXjfwF8jywKX7KZrLnkGQ72S+O9lKjGVShXA9N8xhEFcWbMx0sUkfgvMKr03TMCP5J8JJumyaap81Hr5fOl6gGoTURAkWB8Q2A3IripKEk5kLA8jCPSnRU34CLNzNxE2rNtS983DaHkLNtXc2hya6p86Fwh6h4iv+f/0sNlz7RtOKEQjwO+n/qmJSp6nZX6dwaGSDZTPJcuC6Wk+ZyUZPM/kj83MISOvK2HEynBZigduzRRfW1ByUeyaZpsmjoftd5rgxC1xt1fJAI2PiOliTkBWI1YBjrK3V8vpZlZn7jxPlT6vvfM7FbiohZTSFPl45FmbZBH+qIvE8EpsxLVuu42MyMsYz8lrC7HpkM/BVYmfPh+4O5n9v3ogybJxjun/sLMBnpHKrxjifncTVi2ZgJedPeP0r6bEkvBx7r7G6lvZmAxd7/FzFYE3u6zySSaIh/Jpr6yyf7/Rs1H9CJVa+Vqk9aIN9vjiECNEwhftn1K+2xMBHmcSEdamZGE9U5pZiSfSZpPi77BRK7icUS0fe5DfAqRfeJx4Gk6LDKVz6eBsjHgnGw+CwB/JNLqFQGQ3wT+lfoXSX0zEQ/5/wAjq55HE+Uj2dRXNk2cj1oPnhtVD0BtEgUWfpqvEUs+I4ADiGWflYEvEFaHl4kSl8umY2YkfEM/BJapeg5Nbk2XD2EZKXKvfp/OCvGpqX+vpATcSyz/Fq4YVUejN042RHqvc4Dp0+cDiKj6h4C/EVH25wArZ/P5C/HCslbVMmmyfCSbWsumUfNR68Fzo+oBqE2iwGC+dEHn0cv3AW8QQQQfElG0y6TtI9KN9llimUjBAZLPlMyvKMByGK0txHsD06W+UcAixBLkNDUYe2NkQ+fMB0NL27YlrF+/I/Kxfi6bzz1EhP3qdOHrTUXWr6bIR7Kpr2yaOh+1nmuFo7/oR6Tyol74PiXfqK8SVryHgWdS/wjgWmA2YHvgLnf/qDg++76B3qLkr5g8miqfbF7l8Z0I7EpkmjjH3d9M/QOI7BR3EvP8kVd8w2mSbPKxJB/vctnhfN8ZgauJIizbu/stqX9WYEFCCRjj7v8qf3df0hT5SDb1lU32/zdqPqJnkFLcz+nqQjSzmYiln/KNdlHCV2oaYpnuAo+ggUHu/knfjbw9aJp8WjwIVgFuAg4Fjnf3d1L/AHcfZ2bLExW/tnb3SysZdBc0TTZlMhnMTKQCmxvYwSOAa0ai0teRRGliJ7IjHO7u51Y26Iwmy0eyqZdsmjYfMQVMyIys1j8bEQxwB2mpJ+v7HpEd4FHiQn6ISExeVOxR0IDkM6lzWZWI6v5qi23TEhawq7K+PK9rHefTGNmkcU2VxvkKadk39f2QyGpwDOH/vRJwIPABsEHV424H+Ug29ZVNE+ej1k25Vz0AtV4Qavh3fpButENS3/eIpOV/Sp+HEgUZbgeuQj5Sks/kzWVgenDcB8yW+gakfxcAHgP2KPVPTUfhgi5zvEo2PTanHYG16ahKuDbh//0h8Mdsv+mIwhOnEAUN8heYEVXPo4nykWxqLZtGzUetm3KvegBqvSDUUFS+mCkeixFvtrcRy3FbZ/vulRSXWUrfMTc1KDvaxNYU+dC5wMffgFVK288mUh4V+40gqktdmx4gU1cti6bKJo1jPIsVYYm8hijVvTBRxeuabPvNwO9bzOdk4Kc1mFMj5CPZ1Fc2TZ2PWvfaAESjKHyj3P1B7/BtWp9Ij7UmcBDwezP7Rto2NZEa6OPsO+Yi0m3dY1G4QfQQTZKPR4GCwe7+MbCUu9+egoowsyWICO+j0n47Ab8l5jkEeJJ4wNSGJskGwNNTucQnwAxEAYlHiQwIi5rZ1WY2CpgZeC6T41zAHsA2wMFmdkafDL4FTZKPZFNf2aSxNGo+ovuool3D8NbRr4MIK90gd/+5mY0DzksBHesRFokiY8BcRFqtLYk8jjeb2ZrufkefTKDhNE0+SSFuxWLA/MAaZrYJsC5wCbCbu59V7FRVJH0rmiabMkmZcuAfwHRmNrW7P2xmGxLFC14m5nOUu7uZjSbyte5KVGa7ErjRzD509z36evxNlo9kUy/ZNG0+YhKo2lSt1vsN2Ax4EPhS1vd9oiLZf+nwBZ2HCO54Ezgk9R0NvIWSlUs+XY9/KLAMHX53SxBBKOMIf+PLgaWpQa7idpNNF3PaNo1z+0ImxDLxJXQEFM1bnk/q/yrwDKXqX5KPZNMGsmnUfNS6kHPVA1DrAyGHb9Q9RPLxJenwkdoWWCP9nV/Ih2bHzkT4rN2BfKMkn9bjn5GIoP8rEQz0DpHn82hgNDBt2q8ItOs30dn9XTYTmNePCQvWjzNlq4ienzPN561c6UrbhhElvm+h5D8p+Ug2TZZN0+aj1oWcqx6AWi8LuHMw1B3ArURpyxkK5QSYo9WNNtu+BuEDum7V82laa4p8gKWA84E/ArsAC5a29xtFuGmyKc0pz1qwM7Hs/hs6Xljm6mI+efXCFQl/8OUkH8mmTWTTqPmoTUDWVQ9ArQ+E3PFGO5DIgfkzOlIAdXWjHQCdypX+Gzix6rk0sTVFPoTP3ZBSX61SrrWrbLqSCVGUoHjgz53N59BW+6fPixNpw9aowVwaJR/JptayadR81Fo3Bdq1Ae7+SVax5xdZect5gN2BbwG/dPeDoKPaUvp7IPE2DPB+BcNvPE2Rj7eo5ORdlLbtLzRFNjkeldTMg5cAzOwLxHy2A45z94NTfz6folrX4sQLUOVzapp8JJtay6ZR8xGtkVLcJngWTZsu5NmIt93NiPK8B8P4F7JHOq35CUvFU30/8vZA8qkvTZSNe5itMmYhouWvncB8PjGz2QmL2FXufndfjrkrmiYfyabWsmnUfMT4KE9x+/IK4QM1jAiIytMC5RfyrMB5RBDVZdl+oneRfOpL42Tj7ncBPwVWN7Ovm9lULR7qswJXAO8Cp5a/o0Zza5R8JJv6yobmzaftkVLchhTLPsDGwL+A681sAcI/zdP2T5Pl4UriAj/B3V+HDktGWhISPYzkU1+aKBszGwDg7ocDvyAqEe6U5gUwtZktSZSynZF4+F+bjl3SzBZLx3vVD/qmyUeyqbVsGjUfERRRkaLNsOSDZmaDiSo97wBnESm1RgCLAKcTtd+PAU5JF/pqRKaBk939fevwZRM9iORTX5oom9Jy73eBnQADXiR8IZcEHicKRZyX5vN54JfArMCx7n5+Or7SgixNk49kU2vZNGo+QkpxW5Nd0IOAM4mb6wLEBTwdkXbml4SPmpvZVMBPiLQ/w4A13f1t6wg+ED2I5FNfmiibkvK1EvAl4GtEztX7gLPc/dW0fZi7v5uWhbclyt7u4u4XVDP6zjRNPpJNrWXTqPm0O1KK25zM58mAhYDlCSvE/9z98rTP1MQb77Pu/npaDjqXqGS2hrsrmraXkHzqSxNlU7Yklh/UFmWHtwa+APwdONzd/2VmBwEbAV9z9xdbfVdf0zT5SDa1lk2j5tPWeA3ywqlV25hALlngm8Sb7jjgn8BJqf8LRCLyTbrzPWqSTxNbO8iGDuPJmkSlwseIYK6bgTHAYsDngeeBOdK+Q7Lj55Z8JJumy6Zp82nXppRsAu8il6yZLQTsRVzImxJRtvub2ezuvomZfQjMlvbNl/fWBB5w97F9MoGGI/nUl3aQjacnNbAOUaRgHnd/I1m6DiOCvH5FpA4bnPYt5vMrYKiZHewp725f0nT5SDb1kU3T5tO2VK2Vq9W3AZsTF/LS6fNUwDJEVZ6H07ZV0rZZ0r/Hp21frnr8TW+ST31b02RDVPE6nVCypiptu52oonZw+jwU+AthrXyH8GkdUfUcmiofyaa+smnifJrelJJNTAgj8jAOAXD3D939PuAMwm/qaCLvIsCPzew9YHvgQuKCF72L5FNfGiUbD9/VW4mH+TZm9nkzm8siG8JKRMT9BWnf94FPgVWAG939EHcfaym9WE1ojHwkm/rKJtG0+TSbqrVytfo2wgJxH3AX4RO1KXAE8WZ7FrBYtu9ZwIfA/4AvpL7BVc+hyU3yqW9rqmyAHwAPAn8kUoKNI3LnLpztcxIwFriGsFLuXPW420E+kk09ZdO0+TS9VT4AtXo2YGD6dxDwW+DgdLF+nD63utEeS1gsXgOmq3oOTW6ST31bE2VDFvxDpJE6ID3UTwIWzbb9Os3nIGB2wpfyDWD+qufQVPlINrWWTaPm0w6t8gGo1bcBg7K/v5xutCfS+c02v9F+jkhYfhWwebaPVT2XJjbJp76tibLJxwL8H3AJsHiL+RwCfK74HYBF0t8D6zKvpslHsqm1bBo1n6a3ygeg1j9auoH+tHSjLd5sDwZGZf3D0r/T0PGmPLCvxtqOTfKpb2uqbIAZsr9/QVi2Os0n2z4XsC8poCj11eIh30T5SDb1lE3T5tPEVvkA1OrfyN50s77vA68DBxYXMp2tFbMSqYBOzC5uXdCST1u1JsqmrDARS/EPA+cDI7P+fFl/bSKw6Flgu6rn0FT5SDa1lk2j5tPUVqeIU1FTvFSTPZWz/ALwFHCup/Kinq7YxFgionZ+4C9mNq1HxR+dcz2M5FNfmiib0lgBnEgz9aS7v5ZvMLOFzGw0cJu770JYxX5pZl/rk8FOhKbJR7KptWwaNZ+moh9WTDLp4v4ImBp4t+g3s5FmtqGZ7QGs6O6/J6Jt/wNcbGaDvYsE56LnkHzqSxNl4+4vA6cAPzWzjQDMbBHgZOAR4DbgFjNb0N2PAa4FtqhqvBOiafKRbGotm0bNpzFUbapW65+N8I16FriBSAg/L7FENw54iUgJdHbadz3iBjxz1eNulyb51Lc1STZ0Xur9IbB9+vtIIsp+R2BL4A/AW8DMwB7Ekn4tU001RT6STX1l09T5NKFVPgC1/tdIvlFE2dBN09+7pwt5bWA6YP10QZ8DLEEkjF+k6rG3Q5N86tuaKBs6+6caETn/MvDrrH8WYnn+feBV4KSqx90O8pFsai2bRs2nKc2SIISYJMxskGc+Umb2OyLn4pfS56mI1DIPAMOBa919k0oG24ZIPvWl6bIxs5HEMvzdwPfc/cPUvwixXP8P4Mfu/pfqRtk1TZaPZFMvmjafJiCfYjFZeCloAHgBmNnMFkzbPyQq+bxJBAqc1rcjbG8kn/rSdNl4BHSdRyzP725m3zSzrYBbiCXhU+qqdEGz5SPZ1IumzacJyFIseoQUSftX4D3gUeADon77y8DB7n5hhcNreySf+tIk2ZiZeXqomNmewIzArsSy/XPAT939kvK++WczG+Du48rbq6Ip8pFs6k/T5tMfkVIspphiCShd0GsDmwObEalmDnf3S9N+5RvtAM+iaMtLSaJnkHzqSxNlk4/NzKYFHieCiX7l7hel/pZKV/p7Xnf/d9+PfHyaJh/JptayadR8+itynxBTTLqQB7r7J+5+DZEb82XgqAlcyJbdnDc1s2Hpe6ySSTQYyae+NFE2+QPa3d8Bvgec3k2lawfgaTNbKN/eV2Mv0zT5SDa1lk2j5tNv8RpE+6k1qxE+UGtkn8tVlvJUQVsS0bZ7kyKlUcUeyadNW5NkUx576hvQ1T7Atmk+/yVSgy0zoe+SfCSbJsqmqfPpL02WYtGjpDfdT939pvR5gKcrNH3OLQ/bEzkyHVgaOMg6KvYMrGL8TUfyqS9Nk00+9qwvX+bN57MzcC7wJHAxsBRwZZpny+/qa5okH8mmvrKB5s2nPyGfYtFntLjRnk5EPZ8LDAE2JZKXL+nu71c20DZF8qkvTZNNF/M5g/Bt/aeZTQccAawOrO7ur1Q32onTJPlINvWmafOpHVWbqtXao9E5ifzOxFLPqcD8Wf8qRCnL9bO+WizNNb1JPvVtTZYNkRqsmM88pW0HE8UkZiz112peTZWPZFP9+Js+nzq2QRNSmIXoKbwjGGAn4s32NOBId38m2204UWp0XLHs47EEpGjaXkbyqS9NlY2Z7QGcCJwMHJPPx8yWJR76APuZ2UfAQ+5+paenfF1oonwkm3rKpmnzqSPyKRZ9hpltSCzDnULpQjazFYFfpI/fBC4DLjez4R7RtDpXexnJp740VDaDiEISx5bmsxxwLFHS9jfA08Sz6iIz27iCcU6UBspHsqmpbJo2n7ohn2LRZ1jkX9wHuMLdn8r6lwOOAYYBZwNnAl8EDiVuvuu5+8d9PuA2Q/KpL02VjZlN5+5vZZ+L+UwF/NLdz0/9BlwPvAFsDXxaJ6tkE+Uj2dRTNk2bT+2o2n9DrT0aMKiL/uWAO4gqPluVth1AVFoaVfX4m956Uj7A7MC8Vc+pKa2J1w6tU4KtANzaxXxmA54Afl312HtTPnW4diSb+l47TZtPHZtM6aJP8Ba+TGa2MnAkETF7vLv/Ids2M5Fe5llAEbS9zBTK54PSoSsAT5nZqGRFElNAE68dT0/rAjP7HLEcPAOxZJ/PZxbgO8BQ4N4+HGa3aNq1MwWyuafV91V5D2jatdO0+dQRKcWiSrYC5gaOK13II4Hdibffa939zfKBUrb6hO7I5xp3fyP1z2Jmg939EmBVd3+1/IAVPUZ3ZHN1fu0U14zVMHepu48Bfk481C8s+tN8dgV2A65y93O7+o6a3RMac+10UzZXuPvvUv+0Zra0mS2Zjvd+KJv+9Nxp2nyqpWpTtVr7NqJiz5qlvpHAgcDrwKmlbSMAo6NiT8ulJLU+k8/JWf9chB/bQ5JLLWTzm6x/OmBt4AfANKmvNjKii3RRRAR9MZ8zs/61gP2AK4jUYGtO7LtqKJ9+ce10UzZnlLZ9Ic3nH8DWVc9hMmTTr547kzGfWYDpi3nUbT5Vt8oHoNaejRYlKNON9oAWD8FticTkrxNLdL8Hpu3qe9T6RD6nZ/2jgROAT4D9S8cM6M1xtmOblGsnbRsE7AXcBtwHDK+7bNKD+yBgTK50AfsCjxI+kjcTfpRvAjtWPeZJkE+/vnZKssnv0zMDU6W/Pwd8j1iy37LqMU+CbPrVc2cS5/MN4ELgw3QNXZ3dC2oxnzq0ygegpubuEP5qRxJJx0/L+vcFXkwPwP2ISNrbicCOYVWPu13aBORTPNTHAbtl/ZY9IGthvWtqK8kmVyCXAJYlBW4RAVG3AncDU1c97onMaZl0Tv0269szKcAvAgumvlmB76a5L171uLshn35/7WSyOTvr2wO4DngEOJ9UTAI4JN2vaxnk1bTnTmk++cvXD9LY7wP2BvYnXigfIa0eqaXfquoBqKm5f/YguBa4MOv7JvBSugF/P/UNAuYBHgN+VPW426Vl8rk468sf6t/J+gcRFpY76VhyrKXVqwktk81FWd/3gb8BH6dr5dTU/4X0IFyv6nF3Y16rZ3/PRpSyvRZ4Gfhjtm1x4AXCF7fycU9APo25dkqy2YGw3F9OFPz4E/BfYEFgjbRtlqrHPBHZNOK508V8tgQeJ1K0LZ7ttyDwb2CXqsddp6aKdqJyilruZra+p4o9idWIi/ki4Agze8EjkOAZM/sv8aAUvUwr+ZjZaMJCtxewh7ufnPoHEJaKbYnluTXM7A53/0AVlXqeLmSzLvBt4CbgMCJv6eFmdknqHwRMU9WYJ4aZDXD3ce5+c9ZdRNGvRSzb32Zm17r7eoRVbHYif26taNq1U5ZNGvOqhAV/L3d/0cxmJSyrfwF+S7iGTEvIKf8u86ShVUHTnjsTmM+GwHvACe7+90KGZvYiMJi4dkRC2SdE5aQLeUD20BhkZjMAXwUucfd9iKCB88xsg3TYgsDz5e9SxZ6ep4V8ZiUCnPYEdi891H9DJJa/A/gfsVR3r5lN61FRSdHOPUhZNolZCZ/Os939UqIy2QaEUnkbMAfhbwh0ZKOoS1aK0lwKPgXeBd73qOD1NWBRM7uFsLjeSZYSzMyGZ39XmRKsUddOC9kYEcj5MvBK2ucVwqf1cWI+p7r7vwHMbHUzWz/tV2l2jaY9d1rMZ2BKybYpcH5SiI0OvW8O4j7xajUjrieVC1II6HyzdfdPPFIV/QOYLbOgHABcaWb3Ef5Rn1mSzGy+lNJoXF0e7k2i9DAcQyzD/9DdT4HPHgonE0upewCbuvv2hD8ewPHphl2LNFNNooWiMoSw3L2drEefEnlK/wAsDPzc3W+Fz6yWfzCzadJ+deVd4rxb3cwGuvvfCEV/JLAO8AdP1dfMbD3ghPRvoSxUqRg39tpJ58zVwCrAzma2kJktRSj0SxNliI/KDlkKuNDMhtdNyW/Cc6c0n0+JoLqngSGFJTm9YM1O5J5+FPhzq++qw3wqobf9M9TUJrcBvyYq9Hw+69uXeLP9Sdb3ZeLCvoiaRQc3rdHh52h5H3GD/QDYBRhaOuY64MayTIil8CWqnlPTGpGi6QHC4rgP4SN5HrGMfRwpiCvtuxThO1l7OaS5vAtsTwrcIvyJv1Xab33CevwfYPuqx52Nq1HXTmke+xKBaDcD76Rz6jhgSGnuRwJ35H11a0167hCW/EuJALtFiUC8hYgVo8eBndJ+swA7EW4v+5OCCelI29Y2wXiVD0BNrdyKmy3h+/i39HBfL7vxfLG0/1TpIXED8M9sv9pFbjehlR6GRqT5eQfYucVDfUViufHI8kMwKTn/JvxbJauekc3A9O8g4NikcBVKylGFkpLtvy4wlggiGpD110YepfPt+4Tl6/fAcln/HISldU1gxtS3L7Gkv3pfjncS5tLvr53SOTMb8NN0rh1MluGEUP6nAu6nlDe3Ludc05472XwGEy/JzxFuLh8TObF3TNs3JjLSfJjOqZeAp+hI17YiEUS5SNVz6otW/GhC1Iq0RPqpmQ0CLgFmBC539+PT9lWIqFoDHnD3M5P/1MXEUvHO3to3UfQgaYnxJuKmebq7v59tWx74MVGcYF/vCM5ZHvibRwDRbO7+cgVDbyx5UJaZrUZHwN2R7v5ekpm7u5vZLwmL42rl41v4KldGyVdyfWBO4hy6x8x2Jnx0lwCeIR76X3f3R8zsNuAGdz+8qrF3RVOunTxgzsx2J9IA7ubuH5T2G0LM96+EK89qRCW2u7xzJbY53P3Fvhp/aYyNeu5k1/JAYBtgFBFPcKO7P2dmGwGHE4F42xNZXEYR1vLfE+4iBxIrSj9y999XMI0+RUqxqC35wxlYCfifu//TzLYgksfPRPhELUAsyX3DzPYBNnb3VasbeXuQRTEbYYH8MNtWPNQXBA4tbqZmtjbwK8IisX5SzCqNQm8y6eG+L3B0/huna8qInLJLEFkCViKC9IYAyxbyNLPFgMHu/mAfD78T5aCodG+YifBp/Zh46M8GfIcILlqAcKN43923q6OS3+Rrx8ymI2QwB+H3PQ2RWeNTwoJvREDhrcCB7v62mQ0j3EVucvcDKxp3o547haLfon9m4I/E9b5J8SKSzsnjgPmBjwgf+CM9lfFuOkrJJmpLyVp1e7ZpG+KGOjuxVLcKESF8LuEnNTrdXD9y94+h8wNV9AzFQz09lPOH+nLAj4iHxuHZQ3094mE/BPhp8TBPD/eWN24x+WQW46PS580In8IFiAj7scTSKETQ2keEj+TLRABbYa3bENjKzJYpW//6Ei8FRaU/5yOsWNu6+/Nm9hJxD3idGL8Ty8PU6fpv4rVTshivQVhPpyUU3weBRYi5bgO86O5/LR0/nbu/lRTM//bp4DOa9tyZwLmxPlGIZUmPVHqDgHHp3HydDved4wqFuA7z6W2kFItaU74AzWxGwvJwc3Gxm9ntxJLdU8Q5vY+7v5sdM8TdP6qzVaW/Uv49zWwRwpd1RuKhfm7qX4+I4p4L2NDdHzazwYQv6wv50rHoGTLFsbAMfxtYjkhddh1xraxAKMQ3uftH+fFm9nngJXf/uZmdXqVCPAHeJwLq5jSzqdMY3zCzZ4jAwmOAu4qdzexUovDHNZWMNqNp104+H3e/ycy2JfxT33X3p83sSMJV5zLLUpilv5cALjKzPdz9hj4ffIk2ee7MSWRDeSV9LhTilYkc2u8Cx7STQgxSikX/YyzxVr6KmS1Kxw1pU2AocDyxnAqAmf0WmMXMNvaa+Uk2lMcIC915E3moDyIsR5cC9wJbp31rYfVqEumhPM7M1iEKebyTLIxrE1bgp1soxIsTAUR3Ef65r/X5wLuBu//DzE4iArxmN7OPiPNsK+AM4Hfu/j8AM/sZkeHhAzN7wN3HpP66KC2NuHaKe2yLF48vk3Lilu7BixKyGkLKAVzIpEayaeJz523iNx9lZm9kCvFBxHwPz10m8vHX5VzrDeRTLPoN2Y1yEPGw/oB4mx0JfIm4sR7n7o+n/Y8g/CnvBn4O3Jbe3GtRHapp5H6S2TLqusSy72g6HuoDiQfhr4klutOI6Ojz3f3dJt9wqyL/TS3yqn5sZscS5Z4XLu27OFFqeCDwDXd/JNtWm2undJ59g3jIn0tkBTiXqOD1RNr+SyJ37n+AfxEBedd5TQKHmnztJB/VgYQf7i/d/TfZtsWB3xEZEjZ29ydT/zTu/l4V4y3T1OdOms+DhHvLPwmXlT0I16Nj3P2MtN9mhDvP54gXg7M9AnZrNZ+eQkqx6FdY52jaWYh67qsQgUK/yW5MvyKsQq8QEbQfEMuNq3gEdNTFAtEoSg/15YGz6QjkyB/q5xDLxL8nHjArAvMCS+dLkKL3MLOLiZzFX8v6ulJSZgPeSA/D2lw71jn4bm5C2T0Z+LW7P5r6TwQ2Iyx5PwdGEKWJDyMKZVxfxdjLNPXaSe4Ro4lUeuu4+59Tf36ubZK9wMwFPEK8sN2Z+qouCd2o5451zrKxFbHa8CVivAdkLhNnEWkOPwVeI1aaINIh1mY+PYrXIC+cmtqkNLIE6cBfiAj6hbO+E4mb0tF0JPn/fNr3YmqWYL2pjbAOXUY8rIvPSwAPE1ajxbJ9lyQsFLumz7XI9dnERocx5EbCmgoRQLR4JpsFsv2LwKKT6SjCUMtrCFiDLJ9qdi/4OTB71j+CUFp+UfWYu5hH464dQvlaaiLn2pyEa8I4YLfSfb3qPMaNeu6U5nN4Gvs2Wd9ZSQ7nZX0LEdlCrqjbfHqqyadY9Ds83nCLN9QvA3O4e+GL9ivCKnQW8Ct3L3zYnjaz5wnfPNHLZMu4m6bPg4gSw+eQWSGzJbixhDVi5uIrAG/qEl1NWIdQTgAWI1wOWlnt7kj7DAd2M7OzPSzGtVmqz/xYb8r6TiaCCM8muxck5iMyI7zVpwPtBk27djLZ/CF9XgK4gEijl59rcxNBoCOJfMZrAHua2bHufla631dG0547pfn8FLjb3a8GMLPNCQvxVcAWZnaZu18KPEm8TG9CFGSpxfXfkwyY+C5C1A939+xmW9yYziUeJJ1uTGnb/ET08BhSHfgqxt0utFCWRgPXExav4qE+MHtoH0A81L9kZr8ATjOz4d6RL1T0ENm186m7P2Rm8xCp2ArZ5ErKfcQS/q8IX9x1gYeTz2dtHog+fraAVYEdiSIRJ5TuBfMQ0fXTEg/4WtG0a6csG8IFZHpgi9K59lciHeDX3X0tYHeisMlRZrZAHw65S5r23EnzGZjuBVdnm+YjfIx3IPzaLzazbdK5+R5R4GPaOpxfPY0sxaLf4p2jYQcQOVj/yPg3ptFEedhlCT+1WqQwajOeAW4mIpqLh3oR+HUmsB3hn3cmUeVqZ+BmM1vJs8IGomcoKSrPE8rhz73Dh7hQUl4AfujuN6b+xYisFDsSwV61xN1vM7PVgWdb3At+BHyTCCL8axdfUScade24+3lmdrW7vwHjnWv7Anem/V4zs/uJwMkh+XdU6cvatOdOFy+3MxBFb8aa2THEC9k5ZjYv6WXT3cf24TD7jqr8NtTUeqrR4edowIylbaOB0wnfqG8U+03k+4ZVPacmNUq+Z3T2ZfstUTTi/4CZs/6NiRyny1Q9/ia3smxS32giddb9wMqlbbMSwTh7pM+Ff/KgqueSjXFAF/1zZ/eCbfLx17U17dop/96ERfINwm1ildK2aYArk7z2JF5kvlL1HMrnWROfO8SL1iPAUlnfDwl3ibuIgh+Vj7M3WuNM36L98CyVkaecpPCZBeLHhOXkm+5+QSsLQ76klZZdz7CoLCV6AC9ZIrzDynUGUSXq+8A57p5XsVqO8GF9JT+2ict1VVKWjZnNSpQRfpYoRnBHtm16orjEEGBZi1ysv6nTUj20rlyXLFyHANsT94Lz0r7le8HA0ue5zGy25Nfb5zTt2in/3sDqRJq8H7j7Z9XjzGxaYiViBeAWYj5fBq60SL9XOT383FkZOKtGz53ziBSHvzazxSwKkfwC+AaRVu9v5QPq5hoy2VStlaup9UYjfJ4uIYI5tp7Afpb9vQIR8T2OsMCMoOaWpP7aiCXscUTu2BlK23YmlLLjgWlS30BgSPq7pSVQrUfkMpBYhl+z1D8tYZl8igiSWoBQyq4jlr6nqnrsE5nXGul8224C+wxK/w4GfkAoY68AbwIXAXtXPY80vkZdO8BsXZxrjxNZQwYXYydyAt9NLO/X7t48mc+d5Yhy0uMIS+zKvT3OicxhYPp3MBFk+xfgyOJ86mIOxTFGBEquB3ydCBCduS/G3VNNPsWiqfyHuEHt7u7nt9ohf3tPb+hHEjeol4ALvak+U/XgaCJw60ZPvoUAZrYDsA+Rrul3HlkOBhNBLNOa2RZeqr4meobMV3XnUv+0RLqpFYjUUod5+Ec+YWbvEorK4kRQXi3xKDu8kKfArjJF4JqZTUUo+gsTkfY/JJS0hYHvp+/4Tp8NvDWNuHYyK+vLWd+0wC+J3MuXAYe4+8fwmWV2DuCjfN41Y1KfO8sS852HSK23OXCTma3h2SpNX+Ipf7FHgZ+vAN8lgu6mJ4Lsiv2KORQ5nIcQL2NrEano3iVyG79sZvt6//Dfl1Ismod1JPRfKX1uuXRVujGdRNzM9gLWJ6xElSeNbyLWkSrqolL/9sD+wHNE/tgH00P9l8AXCYvFYMKKL3oYbxFwY2bDiQfd8nQoKXnw1vLEw+/10nG1uW6y+8GTE9j+aVKI7yB8j38BnOqpqlpS1q4CfmdREvdHfTT88lgbc+20uCcPIizESxPL9z8rzrXk1rIV4at7pXVUZRxSF0V/Mp47XybOs7mA1dz9MTN7hiiQcYOZrevut/XtLIKk5BYvycd2tV/pZfJ24tq5ibASv04o+psSgZ9ru/vdvT/6KaRqU7WaWl83Oi/7LAvcS0Q+jySqRN2WbW9kgvK6NSL90sPAn4AVUt9g4DdEkYXjgOEtjqvdcnCTGuEbORb4GZmLBLFM+g2iPOwf6Fiqn5Fsubvq8U/CPAcSeYBfBr5VzJUsgDDtswvwN+CLVY85G1djrh0imO74Fufa5sDf0716ZOqflahKuHHV4+7m3MouE9cTLhObpL7CxWUosTLzJvD5qsc9sfkQMQZ3EWnndgOmLe03fZrPP4C5qh73ROdV9QDU1Kpq6cb0FyLSfj4i6ONfZNWisn23JKtepNajcjCi3Os9wLKpbzCRG/eJ9JAcXjpmBDX3Y21CS4rgt4GpS/LaPD3kHgBmSf2jiKX924oHfH9phI/080Rw17Bini32m494Sdix6jFnsuj3105JYRyQ92fn2t/pqBQ3G5Gf+UPgjKrHP4lzLZ47YwiL/1ukTCF0ZLQYShQDWbLq8XZjPj9Pz9A96HiZLGcZWZrIZrN21eOd6HyqHoCaWhWNsBAXN6aFUt+phM/kTOnzdERN+LOJN/r3pBj3uBwKa8OATA4GfIcI6joBmK50zEgiVdM9yJLfm7Jpla7N0sO6UFJmTf2zAT8hfCrP68tx9tBcdwE+KeaT9beyGP+MyDvbSYGrYMyNvnbSvLYEHiopxLMTFdj+B5yY71/1mLsxp+K58yowf+o7nXBBWiqfB2nFJf09f9Vj72I+Q4gX4z+RLMRlhTjb9wbgJ1WPeaJzqnoAamp93QifrzuJyPIFUt9qRMTwl4j8mGsDjwGXElHQzxE+iV1GFKtNtjwGlD4PTjfQv+YPhrRtFmKZ+y1SrtlsW60f8v29JYVrO8J94G9dKCm/yfYfkv1da4UF+B7wZD5WYnn+VGDp9LmIsJ+9rGxWOO7GXjtEsNbz6T78udQ3Cjiwxbk2tOrxdmM+XyFWUV7JFOIB6XlzMmF4WSL15y9hf0nHzNiX4+3mnJYE3gfWKObTYp/iulmRfrCCpEA70Y58k7hAF3D3p8xsBqJKz/lEUMqRxA35d0QC89kIn+PzvIuIYjH5+Ph5ZUcQCsm1niLPUw7MkcAxhKVyW3e/LG0bAXzgNa0Y1RTc3c1sTeBzxLLuGDMbSSjK3wUucPfdAcxsanf/IP+7TsF3LXgSGGZmC7v7o6nvTcJ95C4zW9bdHwZw95fgs9zHuxCK2zPufn1fD7rJ1467P21mPwRuSefaIGAjIqDwD6Vz7f30961EHt0rKhr2hFgbWBlY3aMyYRGY956Z7Ue4gixqZo95Ch40s+sIl50DCOWzbgxK7SNonSPcUwCvpyC7LFi0nlStlaup9XUjHnRzpr8HENG/jxE5It8mrF6LADMTEbX3Ajtnx9fa6tXfG2GRvJBYMl2KiMZemgjoeg/4erbvLEl2F9GxnFw7q1dTWrp2RmSfNyGUx1Ozvtz/+L50DdVaJsCiRNDgPoxvYX0ceJpkGU99XyHSVL1IuCo8AZxQg3k04tqhtT/3MCIQ8vwuzrWrCeVsJ0JRG9DVd1U0p0HAo0TJ7nlabB9IVtWOSA04lnjpnKavxjmJc5oxPR/3mtTnYl3OtXKrvMKNEH1JkWbG3V9IlqtxRJnRK4iAgaXc/VDirf0ywq/4FHc/Mx1fvN2LXiD9vg5sS+S4PIR42F0NbEhYuS5N+85CPOwXIKwoO5jZNB7ptQa2/A/EZJNdO2MtQfgR/83dv532yS3E1xEptM4Hps6/p+9HP2Hc/Z9E0ZKfAVumFGyY2YFEnuI7ieAnzGxq4DRC8VwMWJNwv/iGmR3Z96MPmnTtpHmUWQKYici7TErHVpxr1xOrfzsDl3pYIqeZwHf1KZl1dAlipeU8M5urvJu7v5v2v54IyPs/4BKPnNN1rBg3lnix2obItQzENV4er5mtbGabm9kG6T7xqVVUKXKCVK2Vq6lV2ciCGkhWB8JqdAfwIJmFuMWxtXzT7e+NjspiA4CFCCvdGOBr2T4jCQvF60TxiJ8TAUSPk1lb1HpVTjMQEeXHttiWW7mmS31zk3w/qYn1rjwWIgXdS4Srwfnp75OAebN9Pp/mdgwdFtZBwA6ExXijCufS2GuHWL37L6EoFvOcikhtNpYo4V2ca18gXGJWzo6v9Jyjc8XEfxKrKMWK5cBsv+sIQ832lNKb1WEe5XGkc/9h4sXxa8TLSH5NfZEIVv+Y8Gd/gQjOG16cq1XPpdO8qh6AmlrVjVhyLJTjhQmF+AFgl2yfVQhf5IOI/KzFw31QX4+3HVomDwNuBbbKto0kAon+TVRPKm7OiyQFYN/i2Krn0eSWZHMpkR1gYcKKNwq4sYWSMg+hYJ5CR+BNbV4q6ZwG7BtJWfwXkRlgntK+0xKBt38u9c+dFLTvVvmgb/K1Q1QYfB04ikif91D6XD7X/gK8Q/jizpMdXyfF+GGiMEbZZeIN4mWyyOYwDeGmMDyTbS2eO6X5XJGem08Am6X+LxLuIm8Q/uwLExbwW4nnbO2CcSsfgJpaXRqxFHor8Qaf+xD/mAim+Q/wDGGB+Ds1fdNtSmv1u9Jh5fo3sGpJmZk6PdgPTZ8/s2RUPZemNTpbie4mshrcna6T10pKynxJEfuEsEhuRUexj7oqxoUiUmQ9GFT6dw8iW8D+pe9YBpi5TnPJ+vrttVMa6ypp/OMI63bZQvxQ2nY3cE26n+9U9Ryy8Rfn0EBg+az/WjoU4mLVcnWiMMYzaR4XZM+dWlw7dF6dWIpw3ylSGZ5FxBx8sXTM5sRL5xdayHdklfORT7EQHXwHmBc4yTt8iH9M+Bk+QuQCnYfInfkacGkqNyof416g/LumLCF/JZSVHYA7S/scQTz45zOzXwDHmdm0nkqW9s2o2wN398xPciXi2lmEeADuD1zu7m+Z2RcIa/Jowh3hWeL6+buZDfMWpaWronQuve/u//PIerAKEbyFd0TN/5lQUnY3s8Wz77jP3f9rZgOq9AFt2rXj7uPMbED6+3bipWUcUSzmiuxcu5gImP6Ou69IVCe8HDjWzJaoZvSdSb/pAA///HsAzOxB4oVqb+Ayj2wt2xGlxV8mfNgvAuYE7qvTtZPNZ5y7P+Tuv3f3D9N1sw3wLY+y4wMLGRJW/HmImJ3Pzlcz+y5wvZnNV8FUAKQUC5GxF7Cbu58DYGarEmUrbwfWICLOIazElxBZK4blX2BmM5rZ3H014DbjbcKHdXfiof7ZQ8HMjiduwNcSS/T/JnwqbzezqeryAGkS+cMQ+ICwQp4M/LGkpHwC7OPu27n73oTSPJhwM6BK5bErPJmskkK4OvA9M5sn2/4kUTVuNOFjTPHAN7N5k4LgfT3uCdDvr51ciXf3a4nYj0vd/U0z+zwd59pR7n5q2u8lYt5TkwV7QrXnXT6XdN78h8i/fJm7v2NmqxNluocC17n7Ee5+NGFF/pBYqajNtdOFYWgGYqxPdOzm48xsZsKV4nFi3gCY2XeI1KhjSUGtVSClWAg6RdZfk3XPTkRm70r4pl1sZt9MD4kxRD7QGbLvmImo8f6wmc3YZ4NvAzL5bA7cVHqoHE/4gf6WeKm5w91PI/wOZyei0kUvUFjwkjzWAc5x9zeSknIRHUrKedlh7xD5dN9P31EooLWLRE/X+u3EPNYxs8HZ5ufSv4umfceZ2UrA07n1uGqadu1kFuPH07m2AOGW8wFxrl2U7TstsEX6uJKZbWRmX07He9VKZXbtrAeclRTiaYDDiCIsBwGnm9k30iH/Idwupod6ZNaYAB8S7iDD4bPrYyQhj62Ba9z9BfhMId6LcBP5rkc2mEqo3U1IiCrowhoyZ9r2JHB0emifbWbDiCXIm9z9WfhMIT6CSC6/l7v/ry/G3S7k8ik91I8lluPPIfLEvpIdthxhccj7RA+THnZFYY53zWwOQpF8gchMkSsp0xPpy6YFVjCz04mI9IPd/e1CgatgGl3i7jencR4FfGRRIGIMoUx+RKQ8IykzWxG+rP+tZrTj07Rrp4VV8kvEysMJpXNtOBGYtwlRlnwUkYJuczPbw93Pr1qpLF07H6buwUTQ6u/c/RQz+wQ438w+dfeL04vZOxCW4qrnMAFuJN0DzOxXxHX+deKc+6O77w9gZnsSKxhPAoe4+z9SfzX3Aq+Bo7aaWh0bsAGRbH2FrO9HdAR4fCX1jSR8vj4iliHzoIHhVc+jqY3wvxtHpJSatbRtU2LZ9A/UsDxqkxthyToT2L7UPxw4nPAr/jOwLJFX9moian3qvh5rN+aSp5b6PpHi7HHiYf8R8AM6MtHMBrwKHNbq+Dq1pl07pICtFufak0SwV5HxxIjVvL8Timft5EO4edwK/CB9HkAo958QqdxepYtgNOoTfFf83oPTtf5kOt/+Tljzi/32Ss/YK4gaARBp9oYUc+/rsRcRpkKIEsmf8DbiprQL8JS7f2xm2xJuE78mLF7HEb5e33L3c7Pjf0c8XE72VLZT9BxJPrsCV7n7i1n/RoTf6lTAnu7+1y6OVyGWHqYr605mtduCSMW0q6egNTNbh6jCtoG739mX4+0O+XliZl8h3CW+CPweuM/d307bfk8ESy3knS2AtWNKr5260Oo3Tufa9wirfadzLW3/HbAgsKKnUth1w8xOIc6lrd39idT3Q0JmP3T3i1Lg4BzA/MSL2i0eAXq1KKNcjCO5u4wmXlRec/eX0/a9iADdwkL8kEVhnEOJOW3p7h+2/vZepOo3CjW1OjY6v+neTaTFOYLM8ktEQJ9JLHttnfrmBP5GLB29D2xMTd7em9S6+k0J95U7iLRMK0/g+CLf5wBgT2CxqufU1Eb4Px5GPPx+SynNF1GMYQywZNVjncAcWloUi37C6v0PYD9Smeh0fxgNnEeFBT1ajHlKrx0r/93V71PB3AYTRorniBzTeVGMImjyCeB35fOwDi37PQclOdwBrAZMn/oXTv9+I83xPcKV4nkiG0rd0rW1tPQSgYJlC/FQokLmI0S+76FVjFmBdkK0wFMJSg9LwipE0MP/gJnhMx/iE4icjDu5+/np0A+J1FQrAru7+xVeMx/JJtDqN03BKPsQysje7n5Hq2MLy1+yYHyXcIm518zm78UhtzNbEorv7cRqSmEhtpThZVeiVOzj1Q1xwnh6aheksedWyi2Ie8P5HqtJixDZKW4hFLHFkxWscnrg2skzc8yRYi0Gt9q/r0n3678B9xBp2T6Fz7I0rEAozIOIuI9Pqg60K+PeKdXhMoRv+jHAD9L59qiZbU2kN7yTeNmaligsNRa4zcyGeufsIpWl1PMWK3Fmtj+R1ekJOizEQ4kVim2Il8tN3f39fOzWkc6t1wetpqbWRaOzpaGwLs4AnEpmIc72uZa4Of2D8D/sVNaWVAxArVdk9RvgRWClCeyTW4i/TygtYwh/t9WqnkMTG2Gh+zGZZY7w7VyJsIY9A8yUy6eL76mFNbLFuJYn/Dw3I4oXHE/4G99DBOcNooXlrk7z6c61k+07A5G67QFCaXsifV6i6nm0+m1L59qzwOypvyuLeeVyoXNBjNVIVe+IinD/JpTi+UtzXJbwRd4w61+KSHM2Q9VzysZ5HvGCvETqm4pwrXqcKE5SzDW/XxQ+xr0uG/kUCzEJmNl0hMvE+kQZ6POzbdcSN6Y9iET5FxKJ5Ff0sEyuQNy0Fnb3f/X12JtOsios4u5/72J7biHeh/ADfwOYhYiG/mGfDbZNaOVjnKxzXyYCnkYQS/UvTCjaPF136wN/d/dHenvc3cXMhhDpGvcklPvZiJfi04CLPGV0MLM5CUvytMAYj4w2tckeMLFrJ9tvJSJbxTREvMXFRPaH+Yk87hu5+129O9oJjq/T75nOtZWJcsojCaX/xa7Oy/KxVcqmVcyDma1NuBxs7O435Pulc3FrwiAzO3Fv+w1RaGpjd3+zD4c/HsXvme6/8xTPwOTHfgxh4d/B3d/N/aLN7Fw6fMB731e66jcHNbX+1Ig391uJwLvcGnEt8DoR3FGUuBxFPGigw0d5c2CWqufRtMZEfOjobCHel7BuXUpE2l8JrJ9tL/at3GLUtEZYilYnAlCfAebI5dPFMdMSD/sXCYv+IlXPozS+ndO4HiWWfxcsbd8VeDDtM5aoULZ91ePOxjexa6e4dy0HvERYwL9C8p1O2z5HuJO9Bixa9Zyycc1KWFZfmdC5ll3z8xAW/3OBy4iCGhtUPY9snLsB75JZktO/+bNoEOHuN47w45++6nGXf+dS32XAU5RKqae/f5Xmux8wbfmc7I2mPMVCdJPszf0rpf6rCP+vPQiL44cA7v4q8KqZ7Q1sb2YruPvFfTzstsAn4LfdwkK8C2FN2ZoI/JrB3a9O35NbZmYhXCtED+HublG+dhHg8+7+0oSygKTcvxsTqcNmI1yWapUxwN3PNLMngYfc/Z18m5l9DziEsO79mCi+sD7wGzN71d2v7+vxlpnQtVNst8jN/jvixWRHd38MOjIMeJTDPhKYF9jMzB7xpL1Uibu/YmaHETnlX+zC+lrcH1YGTiKCI58jXC02BHY0szXd/bt9O/qW/Jt4sVrVzG72UpaTZBlfEpibqGI4NalIzoRWYvqKFr/9DMSLy02erMDeYSE+iSjTvTdwQXFtJZ/p93vNkl/1m4OaWn9uxAP7I+DbJL+n0vadiQf5OcDMWX+f519sx0ZnC/F+RGTzlYRf5OrEQ2bRbP/pCGX5fMLSskzVc2haI3yMR+by6WK/aYhA1reI1ZkzgF+k42tx/ZTHQecYhI0Iq/CxxHJx0T+ccD04ofwd1DBXcxrXYcQL4rpMYAUF+CVwedXjTWOx0ucu/brTveA9ItPQjtn2mQjL8evAiTWY00AiE9IdRODg1Nk2I4wzDxP+ucsTFuOXSX66dWxEasNHiBflYUQGp9PSc/PbZJbu7P5d3Nd73GKs7BNCTBmfEsEmj3gpF7GZ7Uxc3KcQuSX/m/oHe4flUvQi6XceSGSZ2JFQgndx9zeI6koPufs/zWxOM1sLuJeogLV2+ood6pI1oAlYR8nh15KlZ0IW4k2Ja+dCwlq0FvBgOr4W1095/N7ZErcacW84y92fgc8sq28TL2lz5t9hZiOAU83siL4Y+ySyDKGQ3OJJG8nJsjicBFxfE9l46fN4VlJ3dzP7IvESfB/wI3c/Cz6T1euEm9XOwPpmtlXvj7w1maX3K6nrCGAbMxuQfu8vES+OUwHruvs9wE7A5YQLUvE9tfAQyM6ZHQj/5yOIsf6ZeBkuLMRvpv1vABYilOWtiiwbPT2fyk9cIfo51xBLbSea2axFZ6YQnwT8wjsCbo4ArpJi3KdsQSxdP0VYgf6TAoZ2I8p2b0w8TM4gHoD3EAFgZwJnuvsHlYy6gXjnksMtlz4zhfjXhK/+7sQD817Pyvim62dwft3VhfQitRbwsLv/M/UN8UgDNgeRFeDhbP8ZgIOJ1FovjveFFWFmAy2KYcwNXOvuH7ZSQjJZvgCclmRTq3RnrbAombwb4WpwpLvflvoHeMdyvhOW/UeJLBaV4J3ThH4FOJK4JsYRyuIZhLvEeu7+bDrmRXffA/jYzA4ws2Feg8IeMF76uZUJ98M5iLzmewEXZgrxXYQ1/0oi08vmwEO9MR89kIWYTLI391WIN90ZU/9OtFaI9yEu9ukJn7Ah6eFRizf3BnMRoeB+293/mzIZbE24R+xIpAH6C+HreT6xVHwZsbz9YDVDbk9KCvHt7r45sDixjH12tt+cFtlcbgYeNrMvVTDcCfEpYVkdmOaEu39kZjMCfySKLZwLn+U8P4xQ/ndy919XM+TxSVb5t4mAreWsi2pplnD3DwvLd1J66q4YDyP8hq9z92uKzsx6PyB9HktkFJq9yvt1eqkqVluuLV64CLeVEcAa7v5M/rub2VyE69hhdKyA1cJinOZT+Hm/SKysHEm44LwBnynEnycsypu6+15EefVhRG5jevI8q/xHEaK/UnpzXw0gBdUdzfgK8QFEkYj3iMCH7wCHpwCOt3staKDNyV5cfpA+DwA+SO1+wrK1uLs/mQJtrgduAg5y90fTMZJNH5CCuTYmUrXd6u4bpU0HE5a869N+2xPW/xkIv0qI4gbbu/v7fTjkLvEo4PFnIiPDbWb2bNp0MhEoeEhSXqYj5rcb8dJ2dvEdNTvv7iR+84WBv0OnFFudArjMbDZCXu8npacWZYe7YG7CT/d8+ExRdGAN4Dl3fyIb/+lEWrdKS8OX3UDMbDSRgu1Uj2DCPPBuDiK4eA/iRe3LZrYl4UL2DjWgWDFN/65K+D8XQXV3EgrxXkQQe/HbP0n4UA9N31HMd8qDCb0GjtZqak1o6SK9gwiqmzXrP5AIUjkNWCj1LUg8aP5IDcuNNr0RPnYjgWnS57UJRfmPdFHymZoEdzW1AesQCselWd/GhNvLUkRe6SuIl8q96bDwXwCsUPX4szHn6bF+QPixv0P4Qt4EfJVYpZ2asIh/TFiIi2NqUaK3NKdBhKX0biK7wXgBgUlWF6V5PgH8iZqVHW4x5nmJlF/bZH0DiHLD4+goQWylfxcCFgVG12AOlu5b95IVhyJcEX6V5nEk4c6zCRGodxU1C77Lr5v0+UkiSHALUprTbNtBaV6/I4JvDyWlbJvSc63yH0JNrQktu1kOIFXnSp8PSArxr4H5SsecSlhdpql6/O3UWjzg1sgU4oWy/b4AfDE9OAenPr3A9J5cBgFHZJ8HAz9L18/LRCnoE9LD/uvp86V1UoizsecZJRYFlga+kvVNQxRWKCvE0xEv1l+reg7ZmIo8xYOTQnUvkdVgbTqqj32PyMX8KJFG6wdExpB/1vn+RrwcX0VUIeykVBHpGt/J79vpN/hx6n8j/RaHVX2epXH9Czg9fc4V4t1Kx8xNuIzkmVJq9dJCWO+vIlwmygrxT4gX5fvSObgfcDXhoz/F2Vsqn7yaWlMa46dnOjI9zFspxLMD1xE+kdOBCkX0sawKhXg1wvJ4BR1W/OGE+8srwCfpwX4LNbd69edG6WUjPRQHpwf7w0QWiqIU9NcI6+sVwHJlmdaldTUeIvbgJMZXiIene8Lb1KhgRC6fJJddgeOIJW1LCtYDRJaQzxdzJ1wtnqNzirPaXTtEZok3iMIrxcrR1ESQ5xhCyS/uF9skRfP7hGV8t7TPr2ogm0FEbvXpCR/jcYRLTrFfUSp5JmAJYEtidWbq/HuqbnRW1geXtv2EWIU4l85pDlcg/JHXn+L/v+ofQE2tiS09FP5E1HkvK8SjiCWfT4FvdnG8lup7X0ZfSg+OS0m5iokXlDOTMrwTsCax5HgrYdUfmsu46jk0vRHBNPNnn3cAnias+i0txHW+dpJCcjLxIlZWiP9MRNavWxcFpTT2gaXPhZXyAiIvbqEQF6sqRvjsH1Q+nnjZ+VLF88ndXA5MivG+RIaJywlr5O6Z0jgknXdPkHLnEiuDXyOU/z3qIBsi+Gwc8K2sr5DJ5wkXntfSPi8Q5ZWLF/46XzsHpvPsXGCu0rbdkvymOK985RNVU2tao7MrxeylbaOI6lzjgB+Uti1MlBkt3uhr92BsUiMt1xOBdkXfr5NsxgFbZ3JcPCljm6a+/CE0vOq5NLGVXzqIl5QnCQvxl7P+mYkSxHNQczcXYNV0bn1WJp6wiN9AKMTrlccOzFb1uLuYy0CiyuC7wO7ZXIp5LZvmum3puOIa+z8qthzT2c3lO0lhfCnJYo9MIR6Q2iVEVcJR2XEzEisZfyAr0FThnAYBG+VySv/OR6x+3ZXmNpx4Abg5tfGKT9Wl0ZHL+KwWCvGqafy3kZXyZjILfFQ+WTW1JjZa13j/HHB4eiD8OOvfEbgx9b9K5Mkt3txljewd+YynNKWHxnOE1eEHSR7fSNs+nx6Gm5WO2SA9SBfv7TG3cyOC7J5ooRCfS/ixjiOsSDdRczcXYOHS50sJy91XWyjEmxIBbmtXPe4u5jKMcC/6CZ0trwsQVtUHSMFqqf8UYhVmH7LYi4rnkCvG8xE5czcj+bISFu9CsVyDCCQ8ovQdKwP71mAu5fOneEGZgViJuIvIcZzLaivCYvyFqsc/gXkNJCzF85T6VyJcjl4CVkp9g4n0mn8krexNynO08smqqbVDo8OP8BOiul3RfwSxLF/kyd2R8F+9gexNt64P+CY1YDHC6vXl9PmHSdnakLAUvwOsle2/DuFW8SZZqWi1HpfLeuk37hRUlx7ybxMvMF9MD/ebKLm51KXR+kV5I5IrBSVLHbEsfzPxMrBmaVstXpaTwngxEXC2RFJIliWKLDwN7JPtWyjE+wEzVj32if2eaW6rlvo+R2TY+ABYp9WxdbxXE9mOxgB7ZopyofSvTyj6y1U1vomMveXvmSnE/wFWS31DiCwbN6d790gyn+tu/X9VT1hNrR1ausHeRRapDGyfHuBn0DmVznJEoYJ16OzDuiA1jLRvSiOWgu8DtshkVijG44Dzsn3XTfJ8jpTCjVi2rN0Dsb834qXwCJIlKPX9jsj5/TGwQ+obTKRue54W2Rtqqih/nVgWXq7U/zXgduAhUtaK9MCfq6/HOIGx55kPipzfL6dr5f6SQnx6phB/rvQ9tbxmgBWJ4K3yC8lKRDzIMcX86zyPNLatklxmTJ+nyrb9AXiGjkwiA+iwjNfSx5iw2F9NrKzmCvGaxMrFm0TxnFOIbC7d9pmufHJqak1vlFKAZf03kOWWpMOXeE7irf51Im3bgKSg/Szd2Fbqq7G3U0u/8eXEcvUCWf++RIW7+dLn9Ygc088Bi2T7LU9Eqk9f9Vya0lopGkSw2gPEkv1B6ZrYJm0bnq6d7UrHfJF44Vmkt8c8ifNbKynFW9ORXWPr9CB/KHvgDyayJDxd9KX+Si3GdM5KsQ1htf8Gnf30z6BDIZ4l9U2X7m21e1HJxr1wuhf8qDzOpHjdQZYdAfg9JfequjTCZeKF/NxJ/YeTikmlz0OJvMB3Zc+j2inGRPaTcXR+YVyTcKF6ggiino1Yvbid8Dce3K3vrnpyamrt0JLClQfgLZgu6iJwa0i277Zp23XAJln/NMCxwEfAKlXPqUmNDqvXoKRw3ZrkUFhWin/XpMNCvHjq24bIl/kvIo1TrZLiN63RkTWksND/KH1eG1g9KWBfyvZfIsn0JVKGhDo1wlfyH4Tl6+p0ff+Nzgrx1klBG0esUuQvbVUrxl1aSOlsIS4U4uFEdcKxwOZV//4TmdtuhHFiWzr8U+cjLJHnZvutCvwP2LnqMXclI8JF727gm0Q6uQsJN5DjSIGDhKvYU8SL5WhqGvSd5vPF9HeuED9GyVcd+C6RwnHubn131ZNTU2vHRvimvUKWRzL1fzU9vO8m6tiXj5uajrf7SlMaNa3ROd/n2UkGW2bb10p9uUI8A2E1Hkfk0/0sOKfq+TS1EdkmHkgP92KZt1CM3ySKYkxFvHwuQbgoPUoWSEQNrF90DvBagEjT+DJRBCMPGtqGWN5+ifDfPSkpattVMe5JmN9vCAW/rBDfmBSYb1MqzFCXRudAtB8TfqvnEun0/pHk8cVsn18Qy/ULVj32FnPJi69cCzybnh//InJOFyuVG6fz6iXCCn4xYQCoVdA3nTP/DCJ8oh9J13ix2pIbmc4gAlmn79b3Vz1BNbV2aoS/cGEdvomw/qxEWB+2Sw/FW+gc0GWlB+hhSQF4H7lS9LR8igeI0Tk/7tp0uEwUCvFg4MuEFWIs4ctaKMWF5bmWD/3+3JJsLiOytOQy2pNwSSoCJRcnFOLH6awQL0qUiZ6uDnPJ/t4wnUu5hXjb9LB/EBiZ+oeke8Cr1KDMcBfz+l66R+2bjXtaQiF+gkh/Vg4sLFbSauGbW7rnbgWcn67/64FVsmt9ESJQLfehLud0rtqaX7zwDyDSfi5F53iVjYkXysvT9TE8/XsvUVmuVpbi0tzOJ5T5Vgrx/sBbwP7dlUPlE1JTa5dGvNX+ND3Qh6aH3pVE0NDr6SHyF8ZXiPMH5yFpv0OA04jlr5WrnluTGuNXJtyY8Et7lg6FeAjxMvME4fu5VFLIXqajKtaMhN+k5NPDsknX0oOEr+AudBRTmC39uyjh9/koSXEmLMsrEllELqYU8FWHRkee1cJl4jHCF3pEab+D0rZRpf66WPMGJUWyUIiHEjl+H6O1QrwCUVa5ViWh6awYD6SUk5xwaTuFeGEu56SflxarfXWYS9Y3hMiA8maSz3Sl7Yckmc3eF2OczHkNLMZNZ4V4X8IN5GQm4eWx8gmpqbVTA76QLtSz6fDj2p4oSnBDfhOdgEL8U2IJeSAdAQeLVT23prZ0U/2ADh/WIYSF+AnC97OQ45xJHjNkx55EKgKi1mPyKLu5XAVsnG1fvKwQp/4in/GdRN7p2li/6BxvYESKtn8RL8kzlPaZG7iG8GE9iyiCUZuy0K1+VyJ46zkiEG/q0ralCR/+cZSqf9aple7Fha/tKOBF4NBs22pEtpRPiGX9efpynJMyH6LU83+Jl8RCscxfBO4kXMZqc62U5tDJlSL7ex/C5eV0Mv/7bn1n1ZNSU2u3BixJ+BM/SyyXfky8pXfHQvxTkn9e6h9GWF6WqHpeTW3Ey8e82eeliCX5v9Gi2hiRG/MQFHDXqzJJ/xqxHFxY5wuXibJCvCjh4vIa4eZSKADdikivYH7fJF66RqTPhYV8ViJP7nuEH+tuhCvFO6RUgnVshGX7fyTLcda/NOG/+hopM0i63mrlSjGBef023QeGEG4UpyYl8xEinWNtUuh1Mf7riZy+nRRi4uXsV4Tv9LfLz6O0Ty1WJVrM6afEit1pk6oQu/tnJ54Qog8xs3kJH8LPEz7E97v782mbAXhx5zE7hEg/dTBwsru/Vvouc13IvYKZDXT3T0t9dwCzEP7cr5nZAHcfl7aNJoK+vkVY767p6zG3C/nvnj5/CTiTsCBv6u5Ppv7FiGvsUaLE+v5EgYlZ3f3ddL2dA5zq7nf18TS6xMyGuPtHxTzNbFbgBCIl4FbAde7+iZlNSyjK7xCrEp9UOOyWmNn3CeVqA3d/LPV9mVDsFyJSa/3TzIpVmB8QpYo/LMu5LpjZssT5dgcROL0oYaT4KfCgu/8t23ck8K67v5c+1+KebWYDCN/id7PzbABwPHGeXU1Ywcea2dSEW8/HwEdp30F1Ot/StXwVEW9zoLs/ManfMajHRyWEmCju/m/iAdeJSVWI831Fz9NCIZ6PsASfnhRiKynEBxD5ZLctK8R1e4D0d1ooSv8HzEEUuHkKxlOIv+vuD5rZ34DdCWsY7u5m9l9gLjO7u+rrqVCY3P2jNL5xZjYbkY5xPSIjyjVmNjBtf8fMpiMyblhlA58wxxE+0iea2b2Ej/HXCZ/cQiEeRFiOj0j/zm5mL7j7xzW9dqYirMOLEFkazgTOdvf/FDuY2UFE/vLFgUfN7HR3v6jqcww6vVSWFeLjiPPsejoU4jWJ4NTFCCvsM2a2Wzr3xjMcVEFx3ZjZ1wjf/Ocn63tqIBshRAvSDfWnxFJ8S4VY9C2ZJWJmwo/11dQ/mg6FeDt3/33qnwo4FDjE3d+ri4WoiSQlcTZ3fyF9/gKRoeIRIjPAA6m/eHgakd7wZ0k2dVS8MLNpCPeqNQnr6bX5eWRmewG/JHL+XpbPrw7nWqE0JaV3F8J9bFfCF3ddd380bVuWSHs2M7Fs/yjhp7++u79dl/nkmNlOREDt8cT7Vb5ycQ2hMD9G+IbPQ1j4t3f3CyoY7gRJ18NZhBxuAg5299fNbHOi6t01hGvS+0QatJmItHTvVjTk8eiRVYVJ9bdQU1Pr/UYoV+OIxP4jqx6PWid/u8FEENRJ6fNoIqBjHGEhLvafivDLG0ck9/8sc0LVc2laY/wUWNMSD/AHyfzt6Zy94twkm/WqHn835vcdUjAhnWMNdktzOI5S0YLS8VWnBMsDoo5IY14gk8WKRIzFPenvWQi3ivuIIka18i2mdSaHXC7nEvl+d6LDX3cocAyhIM9UtUxazYlQfs+lw5d9LaKk9Thg72zf0URe9gPrcH71ZJP7hBD15BziRnSNy0JcC7zDh+5jM5sfGG5mMxM+xDvR2UI8mAi62Y4IvNke2MHM9vawetViybEptPgtpyMe5le7+8PQYUVKVslzCJ/+bYgI+8+ok2wyV4qT88/p792IAhmnAkd7WPWGEvmaZyOWue9199vdq7Ucl37PnxDuR//OLMTnE0rkFu7+EoCZvUbkyV06/646yMdbWCMzuaxMZKA4EbjIw8VggLu/b2avEwrlJ7kszGxxYFV3P7FPJlAiuza2IYJW30nn0h50WIh/aWZj3P1CIrPDh8D00CwXvgFVD0AI0ZliGdfdz3L3MVWPR3TgEdg00N0/dfc3CEvdtwgLcaEQDyGUrs0IX/ANidzUcwG3mtlUVT/U24BXCKVwNTP7XOH7nZSwc4GvEYFfV6WXlKnN7DdmNtRjqb8WvrllZSNTvPYEfk2kCzwceNXM1ieUl/2BNYg5XmVmO7T6rirI7m3/Tu4uKxN52l8k3D9eynylnfBhnR9Yw8zWzeQzsLJJTJylCBeQ3yTlMjc+zkSkahtSdJjZwkRqwcPMbJa+HGhBujYGuPs4d38ndQ8AFgZuc/cDiMp+fzCzjTwCBmcmFGPqcr30BLIUC1EzvIZ+jaKDkkL7C+Cv7n4DfKYQn00owt8ilK530rYPCWV5VSIntegFMqvXxoSy9V13/1GmEG9I+LRelZSWIYRi9jXgDjO70GsYWQ+fKR+LEm45pwPHuvuLZrYCoRzPSaQB+4+ZfY5YoTjazP7hyae6SvLfMym3exJK4hbu/nJuBTazqwml+TpiGX8JYi7Le438WFvwCXHeDYGOOZvZhkRBiYM8Za0hXETOIQIOv+xZkF5f08L6/T6RW3rq9PkoUjVJM3uCcA87OR3b6YWrDtb8yUWWYiGEmAwyq1euEJ8JbEBYIS/LrC4QpbxnJqoXil4id3Mh3AgOTwrIWYRscoV4KqJwwdeJ5ftNgRPMbHixKlDRNFqSXCn+AawOHOmRxQYik81URGGgM9K+Y4iyve8T514d2YJQBssK8Z+IipHfJizI3yOW8ocSJaTrzL8In+ivmtnMFmxFvCxfDVyY9isU4umJFIKPVDHYrkhK8lPAJmY2f7IiH0G4i01NBOK9ZGaLmNnGZnakmX3XzIb1A2t+lyj7hBBC9ABmdjCRLWRr4HJ3/zDbtgZRZOF/wK7u/nLp2NpF1vd3rHP+6CK14dbAnzKF+HJgQSKjyIlE6qzdgBFEee4PKhl8F7SKrjezJYA/ApsDbwN/Bv7u7uub2ZxEYNe33f3qPh/wBCgpwbmsriJWU/6P8Ml9NzvmBeJl8/+qGHN3MbMDgP2IF63BhAvIhcBx7n6fmS0E/J7wfd/I3R+tbLAtKO5HaXXlPuBd4t52v7u/ZWZLuPvDKTPFfkRGkf8Qcx0LLFsyCPQbZCkWQoie4WfA2sAVJYX4K4R1a1qiQMTL2bapSw8g0UOUlMfDgHWIwLtcIZ6fSKd1gLs/7e6XAUcTltWV+nrME6NVgBdRgnwEMKO7P05YwxdLyuUOwHDCelkr8uX1TCH+C1G8Y2/GV4h/SFxD4xXEqYtVMq1I4O6HE7/9hUSe7K8RLyb3mdmCwHmUFGIzWym5/FROcT9Krh/LEKtbRwJ7pfvVw2b2DSIV4AvAV919LsLN5WVg4+K76iKb7qKbsBBCTCHZA+TGUv+qRLnXuQlfwqtS/17AcsDswLNmtpfXKBF+k8hk8+f0eWrCZeILJN/ckkV4HsJ3ss5+qzlvAf8EljCzW5LCsgFh/V4f+Ja7P1731YikUL5NWPQvLinE3yX8oy8D/pH6hhPlsM9y9/f7fMAtKAWsXQlcmW9PQXW/J15UcoV4eeLecY+Z3VgHK2tyHxqU/t0E+ArwaFKYFyReXP5C5Pl+OB3zTzO7kwiMXB/YqS6y6S5SioUQYgppFZBlZusQD445gZ+6+8Wp/1oiqf8Y4EkiJdU9ZraMR9qmWisv/Y0WsvkZ8YD/EXBGrhBblIrenggwerL8XXWUjbu/YmYXE4F2r5vZZe7+d4vKXosRhT9qkX2iK7LgyHWAqUoy2YfwLf4HEVj4skVp6/0IV5dRxNJ+LapGdmHNL6ornsH4CvEKwJ+Ighn71UEhLkgKceHacnO26fPAl4CfeEfKw6nSCtknRKrDF4hAyX4VVCylWAgheod1iBKvu7j75fBZlavFgYOAc939I4vKaycCc5rZ09lS8jBgWldavp7mB0SRiKtLyteSRIT9IsCK7t4pIDJ3c6la8SooxuTuv0yBngcAK5vZxe5+tUXWiSmr8NUHJIW4eOHIZfJ/RBaXvxNVIR9NFuL9iEwOnxDluX8I/NprmgPczGYkrNxDiGIxuYX4T8D9RNXFJ7NjavEC1sX5szzwurvfBB0KsZnNCuxFVPE7glD0P6OVT3zdkE+xEEL0Dt8DNskU4u8Q6bQOBn7v7h+l/f5FLNX/FngwKTcQytmjZrZan466wVhHjulL8mXdpBAfSxSKWCspX7Ob2ZZmdp2Z3Qica2bTFtaziqbQiaSkF36sRwH7ED6dr6S+WisgOWUF0My2IF4eC4X4kaQQf5+w5v+V8F29iwjMu8tSHuM+HXg3cPf/ESsUG2YK8TyEi8v9wF4lhXgI8BMzW7eK8ZYxizzE6feHKMM9xMyWAsgU4psJd55DCZ/wT81sHjNbOSnORa7w2qLsE0II0cO0slaZ2dlElPYyHlXxCsVqGHAtkYf1fGJJ8j8WFaWOJ6rirePud/TV+NsJM1uWUFiWIRTi+81sAcLqujrwPKEELE5Y+pZw9w8yZTS3clZC/v+b2ZC0AtHtMdXJ+l2QArQOBi51979lCvGWhC/rt4oXSzNbBrieyOxySUVDbkkrOZjZNIQP8VREJcxHsm2DiZebPYlSypsA46p+wTGz6Yi87BcSLyL3Ah8R83DCxeVt4rq5OF0Xg4mMLxsSbiNfr3vsRC3edoUQokm0UIgHAnMAT3nkz027+TjCL3JFomTvzz0l8E+WzL2BU4Abk/Imep5tgDWB1ZNCPCtRvWsp4CR3X9HdtyGC1h4F5k9K5DhCGYDwa62MktL1cYu+LjGzEcDtuVWysAxWRWbR/0lSiKcnKvVtQbi+fCsp/sWqygAiM8XQiobcJV3IYVoih/YNJYV4CDHPnQjF/5vpZWWqvhjrRBhM5FbeJY1paWJ1ZWbiehlDuCYVCvGM7v6xu59DZK4YCNxtKY9xNVOYOFKKhRCiFzGzRdND4DHgS2a2cFpCnM7Mvk88ME4ATnT359IxRanbj4jgnDeAW8zsy1XMoeHsByzo7g+lzysSqaXOd/dfwGeZEV4hCi38DrgkWWQ9yeQli0wjlZPG1C2lNimbJxM+orOa2XyT+h29gXfkLy7GsAXwXeBuQin7KL2YfJSupf8j8uNeX8V4J4OpgXFEYRWgk0K8HfAIYfV+w8xGAz+1yABRGcnHfm9gwxTYuRXh0/1VIpfxEUR+9nHpvvYXM7vWzH7s7vcRmUI+Iq632iL3CSGE6CVSIM1xxIPueeAO4EMi7+dsxJL9CaRyvemYvJDBPEQu0JXSsV8lLJp39u1MmknuNmAdGRCuAka5+zKpf0i2TH8nYfG/jygf/VJaCj+SsO6t5+63VzSXA4AP3P3Y9HmC7hNJIb6IeAF4nnhpm50oMHF274+4+6SXxB8BRyf/1SJVmBEvjd8AtnH3K/pDMBeAme1HuIecQJSFXpu4H9wL7Ozub5rZHMDORPDaDcD2xUpTVS47ZrY4UR1yDmAkkXbueOCOdP0cTliMzyZSG64OPOTumyYXsqHuvmXpO+cE3nD3t/tsIl3h7mpqampqvdCAuYDHifLPA1LfUoRF631CmZoj239A9ve8xAPnTeArqe9YQqles+q5NaWRjEPZ5+uAS1rI42jCuncaMHfpmGkJf8uPiGpeVczjO2l8e3Y1t6x/eiIzwBhgd0K5GU0oM+8By1ctl2ysA0ufBxVzS9fVe0ShjKmqHuuknm/ARoTrwROE1fV8YPq0bQ4iYO1jInjyaiIwb4cazGEmIvf6UqX+LxDZQw5Jn6cmXuhfSNfVzcARxbb077LE6st3CtlWOreqB6CmpqbW5EYE0L1BBKScQgSqjCPyys6d7VdWiP+YFOLVsv6hRJaKs6qeV9Ma8OX078nAU0kGxYP7mPRgPx2YM/VZasXLzvREoNG7REq3KuawE/Apkc2g6Csr/TPQ8bK1EWG5y8+7/wA7Vi2PiczTkizeTQrx0KrHNInjz6/1pYi82JcD06W+OZNC/Haa5wgi5/T/JaVz1arn0MW85kpz+b9S/8ZEVoongY1T31eBW9N9cQzpxb/qVuvUGEII0d/xqDC2Ih0ZDgYQEfTXekrUX3KZmJdYjvwKkeT/1mKp1KO4x7e9I1hP9AAWpbi/Y2YvEEvVDxCBj8NSBP2yhFXycHd/oZBH5nIxiCg//D8iGO9WM+tzNxd3/23yfz7VzHD3E0vjnJ5Y+t6AeLm6yTsXjJmJCIga25fjngx+SLgV7Eik/upXVdM8c+9w94fMbHfgbnd/K7lMfIs4D89w933SrmPTufgu4ebyGVVnP8l4EXga2NLM7iZeLucnZDUW+I27X5H2nYooADIVsHm6zw0BPvEK3V+kFAshRC/jkfd2a49UXsO8cwnbCSrE6XjPvqtSn8KG8hSRcu1wd/8mUTJ5AUKBnJVQiA/tQiEeTFi8RhNLwLcT/q+3m9lq7n5bX07E3c8wMwdOT1kcfpnGOR2x+rAA4T98T/FSluYzGNiMSDv3dPF9Jb/rupxzRxPpym7tbwpxTvaye3X6PDeR2uxbwDmFQmwd6RvnIdwpVjazBwmXkYeT/KpOC1hcD+sSKSZ/Qli35yKsxEe4+y/TvmsAu6b+V4ATzOxWd38zbf8cUbjoX30+j3qc30II0WwyZcqgZbGCeYmgvNXIFGLRN5jZEoRy+zDwIKE8LkEokke7+7MTUYh3B67xyEE9jPAxfoco8d3nln0z25VQzr9OFIi5DFgQ2JbIffsmcJhHBocRhBvCMYTrxW+SIrYEkY3jUXe/JX1v1cpX7XIq9xQpMPduwqK6Z2nbisB5hDHzbsLy+lXgQHc/t6/H2opSAOTyxAv+bMT1c2LaZ00iy8ZChAX5FsLf+HVg63RdbQb8HFjX3f/dp3OQUiyEENViZrMRmQAWBjaVQlwNZrYw4es9HxE09ysil+yr3bAQX+cdVQpJLhVTF9bYKrCoOPYYsAdhXV3P3a83s+0I3+mT065fIAosHOHuB2THfykduyY1Ur6ajJmt4qUMJma2AqEQjyHymv8DmIZwI9kJWM7dX+jrsbYiv06IMf/L3Q9M29YgFOJFiNR6NyQFeiQRrPoSUajkYzPb1N0v6/PxSykWQohqSQ+Q64jUbP0l12ojSX6N5Aputq1bCnEdMbPFgCe8I73cfkThkhkJS/IZ7v4Hi0qKSxJW7qeTz3GRPuwbxVK/6Fm6SiWXrMfnEwrx5p5SN6ZtOxHW/eXc/ak+G+xEyK6TvNLiwsBRhEvFt5JCnFeFHJm2f45YKSvcxPq0+p2UYiGEqJCuHoaiekr+3oUFbDCx5DsP/UAhLp9fuZKRfDffJVJhvWFmMxJpv+YnLOUvEDlzHzGzM4m0YXsAn9bEt7jRmNnKwAVEmfFvuPuLJfndDMzo7ktWOMyWlN1szGwLYi6buPsfk0Js7v5pOg9/DKwH3OnuO2XH9am7jCraCSFEhUghri/eOUuAJ5eIfxLBQ7VXiGH88yspIYVf+xh3fycpxFMRSsv0wPcI5fc5ojTvokRawdHu/okU4j5jPsL3e6sWCvEfiXRuP+7q4ELOVdDiHJkF+Dfhsw/jK8QbAFcXCrGZHZKCkvvUf1yWYiGEEKIbWFRWuxT4A1HSttYK8aRgZjMBfwWuzLIeTEcUjNkCeBb4C1EcpJGBbnWkyFZTygLyR2ANIm3b+R5V/j5HBFJ+CPynCFCrOjCyIF07DxJK/tfd/bWSQvxHd9837fs14Arga+7+p74cpyzFQgghxEQorHTuvjFwaZMU4sTUROGPtzNL8luE9XgwEQh1iBTiviGTwbtJsS0U4kuJ0sn/RwSyTZUyjTxOvLD9Cbg2BVO2stj2OZmFe2nCFWT65EP8I8ZXiAeT3CiAv/f1WJWnWAghhJgIebBPExVDd3/JzE4hKqlhZv8gAu62IPLJru3ur8gHvm/IldksWO0mYGUiA8XFhI/3d4ADiGIspxCZHFYFTjOzse5+VR8PfTySm8SgFDy3fXLVOQX4MnCFu++X7b4AsAtRFe95GM8PfiCRoaJXlH25TwghhBBtTClLwPZEbuIliQqMLxAK8RNSiKvFzL5DlLj+vUf1uzWISopGVMjcKO03nCg88zqRP7vXlMjJIQXZXQyMdfddUp8RZezPIRT7r7r7e9kxw4GP3f2DrG96TwU/egq5TwghhBBtTJZXFnc/B/gpoaD8B1hNCnG1ZK4UJwOnJYV4KmBforjMksAXzeyatN/bwAhgeHL5qZVCnM6jzTKFeEga42iipPpVhUJsZouZ2W5E5bsLU7ArFhUnrzCz5XpyfHKfEEIIIdqcUqaNMWZ2EpEe699SiKul5EpRuO58DMwAPO5RRn4D4Cozu5oo6DEzcE9fj3VipJzEearDgZl//kGEdfu4lB7wO8D2wDDgXMJC/kla2XjCzO4iUgf2GHKfEEIIIQTQMr+sFOKakaVaO4VY8d/L3T+wKFV+OWFxfQFYwt3fqGSQk0hyBfk1cCIwO7AOkU3jOOA2d78x7bc2sDWwe2ZNHkS8O0xxkQ+5TwghhBACGD9bgRTi+uEJ4A4iEHJLM5vG3R8GNiOyUOyY8k8PrHKsk8DCRNGYE4FNiPSAS7n7TzKFeB0iY8U2hOJcsBSwo5lNP6WDkKVYCCGEEKIfYmY/BvYhLKr3uPstKSjt/f6UJSVZe68EngR+AbxRCqpbGziQsIJv5O4Pmdk3gNeAk4k82pu6+ztTNA4pxUIIIYQQ/YeSX+7OwMaEy8Se/c26XxQmKWVByf9ekwj+nIdQiB9MVuGrgJWAx4Bl8mwVkz0WKcVCCCGEEP2LkmI8O/BqT/jVVkFJCc7zErdSiAcDXwJ+R6Rvewv4gkdlv4FT8hvIp1gIIYQQop+RMjkU6dpeSkUybGLHFZjZKma2Se+NsPuUMmwUCvEGRGGS0XRWiJchipV8AKxJVPN7NvlVT9JvUEZKsRBCCCFEP6SUKaRT5pAJYWbLEu4Hu+cBalOiUPYC6xHuEblCvDRwBlGSfF13v5+ogPcHYFiR83hy5yH3CSGEEEKIfoiZzQKs4O5/TJ8nqhib2ZeJinKjgDuB54lyy5f09ngnhZQ5Y153fyp9XgI4HxgHrOfuL5b2PwxYG1hxcl0oZCkWQgghhOifLAVcbmZ7wWfVCbu0kiaF+CqiQtz+wLHAM8BFdXGlgA6/4kIhTvwSmBpYq1CIrYMZCT/jB4HBk/v/qqKdEEIIIUQ/xN2vN7NvAackK/GvCsW4bDE2sxWIstAPAPu6+z9S/58Jt4TNU0W8j6suDV229JrZPIRl+1R3f7W0rydlfy3CpSJP5dZtlxKQpVgIIYQQot/i7mcSJZGPN7O9U18ni7GZLQ9cSBhDfwb8Mzv+PWA4MMTdP6paIe6CZ4Gnga8nlxHgs3nOSORq/r273wSRmaPYnj53q4iJlGIhhBBCiH6Mu58BfBs41sy+m/oKhXAl4BpgDuAv7n5brjSb2SLAbMDTrVwvqg6+S6nnHNgUmBE4zMwGFIov8DngC8Ct2WEjzGxtMzvPzIZ218dY7hNCCCGEEP0cdz8jKbCnmNnL7n5Rciu4HLgJ+DOwlpkNd/e3k2I8Ejic8NU9NvVNR6RBG+fu/+zKHaMP5zUuFfj42MwWBGYqFSj5BfCEu58DYGb7EK4UqxM+xmsAf+rO/6XsE0IIIYQQDcHMNgSGAA8RLgfXAnsRBTDOJtwnHgTmBvYAlgQ2d/cb0/HzE+4YqwFHuvsf+nYG45PlYy6s34OItGxfIoIFryMU+42BzwOXApe4+5WT8v/IUiyEEEII0RDc/aribzP7AfAnd/838G8zO42wrA4F3gT+B6zu7g9lFuQnzewYYAxwZrISn1/BVD4jU4bncfdn3P2T9HlloGj3ES8CGxHV/T7o6vu6QpZiIYQQQogGkZeAbrFtBWAEoRQ/5O7vmdl6wHeBGYBHgcPd/WkzOwhYB9jM3V/uk8F3gZlNA5wCvA88BSwM7AA8SVS4+wOhDH88oflP8P+QUiyEEEII0Wy6UhTNbC3gCiJQ7b/ATMDywHLASOBKYPlkba4UM1uSGM8bwIfA0cBf3f3ZbJ/J9n+W+4QQQgghRMMpK8SZkrw58BzwXXd/ysxmBw4m/I5/BbxITfRFd/9bqmw3jggEfLvYVsxnSgIClZJNCCGEEKLNyJTkQYTl9aXU/xJwIFHk4wDgPnd/sooxtsLdx7r7m+7+dp4ubnLcJcpIKRZCCCGEaF9uAxYnKtrNb2ajgF2AZYCL3P3bUH2+4lb0dJo4+RQLIYQQQrQxZvZ9YANgMJG6bRbgCnffNG2vLE9xXyKlWAghhBCiDcmD78xsPmAz4AjgbHffKfW3hUIMcp8QQgghhGhLUrW4ojDGv4DXgNvbUSEGWYqFEEIIIUSJdlOIQZZiIYQQQoi2pxxI124KMchSLIQQQgghhCzFQgghhBBCSCkWQgghhBBtj5RiIYQQQgjR9kgpFkIIIYQQbY+UYiGEEEII0fZIKRZCCCGEEG2PlGIhhBBCCNH2SCkWQgghhBBtz/8DRdzq25GoIC0AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 720x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "importances = rf.feature_importances_\n",
+    "included = X.columns.values\n",
+    "indices = np.argsort(importances)[::-1]\n",
+    "\n",
+    "plt.figure(figsize=(10,5))\n",
+    "plt.bar(x = included[indices][0:10], height = importances[indices][0:10],\n",
+    "       color = 'g', edgecolor = 'k')\n",
+    "plt.xticks(rotation = -45, fontsize = 15, ha='left')\n",
+    "plt.yticks(fontsize = 15)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "9145b9a6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0 4 2 1 3]\n",
+      "[0 2 3]\n",
+      "[3 1 2 4 0]\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = [1,5,3,6,2]\n",
+    "b = np.argsort(a)[::1]\n",
+    "c = np.argsort(a)[::2]\n",
+    "d = np.argsort(a)[::-1]\n",
+    "print(b)\n",
+    "print(c)\n",
+    "print(d)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "180130ef",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}