diff --git a/.travis.yml b/.travis.yml index 20800ab..4c7e0a9 100644 --- a/.travis.yml +++ b/.travis.yml @@ -38,7 +38,7 @@ before_install: - conda config --add channels conda-forge - conda config --set channel_priority strict # Create conda environment for geocube -- conda create -n test python=$PYTHON_VERSION $CONDA_COMPILER datacube gdal=2.4.* geopandas libgdal=2.4.* rasterio=1.0.* scipy xarray +- conda create -n test python=$PYTHON_VERSION $CONDA_COMPILER datacube gdal=2.4 geopandas libgdal=2.4 rasterio scipy xarray - source activate test install: diff --git a/appveyor.yml b/appveyor.yml index db21b61..fb59cf6 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -18,7 +18,7 @@ install: #----------------------------------------------------------------------------- # Create conda environment for geocube #----------------------------------------------------------------------------- - - conda create -n test python=%PYTHON_VERSION% datacube gdal=2.4.* geopandas libgdal=2.4.* rasterio=1.0.* scipy xarray + - conda create -n test python=%PYTHON_VERSION% datacube gdal=2.4 geopandas libgdal=2.4 rasterio scipy xarray - activate test #------------------------------------------------------------------------------- diff --git a/docs/examples/categorical.ipynb b/docs/examples/categorical.ipynb index a569c91..82dd2af 100644 --- a/docs/examples/categorical.ipynb +++ b/docs/examples/categorical.ipynb @@ -45,7 +45,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -54,7 +54,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -153,7 +153,7 @@ "source": [ "out_grid = make_geocube(\n", " vector_data=ssurgo_data,\n", - " output_crs=\"+init=epsg:32615\",\n", + " output_crs=\"epsg:32615\",\n", " group_by='hzdept_r',\n", " resolution=(-100, 100),\n", " categorical_enums=categorical_enums\n", @@ -167,6 +167,24 @@ "outputs": [ { "data": { + "text/html": [ + "
<xarray.Dataset>\n",
+       "Dimensions:                (drclassdcd_categories: 9, hzdept_r: 11, x: 15, y: 19)\n",
+       "Coordinates:\n",
+       "  * y                      (y) float64 4.597e+06 4.597e+06 ... 4.595e+06\n",
+       "  * x                      (x) float64 7.004e+05 7.004e+05 ... 7.018e+05\n",
+       "  * hzdept_r               (hzdept_r) float64 0.0 5.0 15.0 ... 105.0 120.0 150.0\n",
+       "  * drclassdcd_categories  (drclassdcd_categories) object 'Excessively drained' ... 'nodata'\n",
+       "    spatial_ref            int64 0\n",
+       "Data variables:\n",
+       "    drclassdcd             (hzdept_r, y, x) float64 -1.0 -1.0 -1.0 ... 7.0 7.0\n",
+       "    hzdepb_r               (hzdept_r, y, x) float64 nan nan nan ... 180.0 180.0\n",
+       "    claytotal_r            (hzdept_r, y, x) float64 nan nan nan ... 21.0 21.0\n",
+       "    sandtotal_r            (hzdept_r, y, x) float64 nan nan nan ... 10.0 10.0\n",
+       "    silttotal_r            (hzdept_r, y, x) float64 nan nan nan ... 69.0 69.0\n",
+       "Attributes:\n",
+       "    grid_mapping:  spatial_ref
" + ], "text/plain": [ "\n", "Dimensions: (drclassdcd_categories: 9, hzdept_r: 11, x: 15, y: 19)\n", @@ -203,7 +221,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -212,7 +230,7 @@ }, { "data": { - "image/png": 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lDQFG5rrH1RpL+meS1a/xiu3xDfQ5PV9/uqTzgCOBc3t3i0EQBFWh7uQzWtKVU4GktUiG6HLbPy3IDwM+AnzQthu1tb0wvy6WdC3wLuA3ZZXrDi0dGUkaC+wH/LBE9e2BWyDdOLAMqD3kI4D/zOc6miymHQhc0YU+AvYArs6iS4CPldAtCIKgTzApAkOZ0hX5O+9C4EHb3y3I9yE5LEy0/XKTtutnpwckrQ/sBTzQ+ztsTKun6c4Gjie5FBaZLOk+SdMkjciyucAkScMkbQ3sBGwhaXg+f4qkuyVdJel1/kWStgK2Bm4tiNfNw9bfSaoZnI2BZbZX5PdPAGMaKS7pqNrQ95lnV/bg1oMgCHrGyjw66qqUYFfgEGCPuqWRc4ANgZuz7DwASZtLujG33RS4XdJc4C7gF7Z/WfnNZlo2TSfpI6SptTnF9R/SlNgppB8ApwBnkkY+04C3ALOBx4BZpLnMYcBY4Le2vyLpK8B3SA+4xgHA1baLVmNL2wslvQm4VdL9wAusTrPh6VRgKsCEt6/bsE4QBEHV2KosNp3t26Gh1bqxgaw2LbdvPn4UeHslipSglWtGuwITsxVeF9hI0mW2D65VkHQBcANAHq0U14BmAfOBZ4GXgWvzqatI6zxFDgC+VBQU5joflTSTtJ50DTBc0rB8vbHAwkruNgiCoAKSA8PgCwfUsmk621Nsj7U9jmQsbrV9sKTNCtU+Tp6DlLRenpdE0p6k3b7z8sLa9cBuuc0HgXm1DiRtB4wA7ijIRkhaJx+PIhnGWl+3scqn/jDg55XeeBAEQa8QKz2kVBlItGPT6xmSxpN+ACwAvpDlmwAzJHUAT/L6abgTgEslnQ08A3yucO5AYHqdN8hbgPNzX0OA02zPK/Q1XdKpwD2kxb0gCIJ+QXJgiOR6LcH2TGBmPj6kSZ0FwHZNzj0GNPRvt31yA9ksYIcm9R8luScGQRD0SyKFRBAElREx5YKeUIvAMNgoZYwkvRcYV6xv+0ct0ikIgmBQ0xEjo9WRdCmwDXAvKYw4pGnNMEZBEAQVY8OrHWGMGjEB2L5ZuIggCIKgOtI0XRijRjxASsz0VIt1CYIgCKA7sekGDGWM0ShgnqS7gL/WhLYntkyrIAiCQUq4djfn5FYrEQRBENSIabqG2P51Dky6cxbdlaNqB0EQBC2gYxBO03VpfiV9mhSx9VPAp4E7JbU9RW0QBMFAJHnTDS1VBhJlpum+BuxcGw1JGg38D6tyAgVBEAQVEZtemzOkblruWfogXXkQBMFgZTBO05UxRr+UNINVWVQ/Q5NcGEHQTmafVE32+L03ryaFy8aV9AKPf+O9FfVUDVWFOVpvUTX9DDTCm64Jtv9F0v6kNAwCptq+totmQRAEQQ8Jb7om2L6GlJguCIIgaCG2WFGRMZK0BSl02xuBDtJg4nuSRgJXkmKOLgA+bfu5Bu33Ab4HDAV+aPu0ShRrQNM7lnR7fl0u6YVCWS6pUfruIAiCoAI6rFKlBCuAr9p+C/Ae4EuStgdOBG6xvS1wS37/OiQNBX4AfBjYHjgwt20JTUdGtt+XXzds1cWDIAiC11PlmpHtp8ih3Gwvl/QgMAaYxKrs2ZeQ8s2dUNf8XcAjOQcckqbndvNoAWX2GV1aRhYEQRBUQzdGRqMkzS6Uo5r1KWkc8A7gTmDTbKhqBmuTBk3GAI8X3j+RZS2hzJrRW4tvJA0DdmqNOkEQBIObbu4zWmJ7QleVJG1AWvf/su0XpFL9N6rUsuwNna0ZTZG0HNixuF4ELAJ+3iqFgiAIBjsdqFQpg6S1SIbocts/zeJFkjbL5zcDGoV4ewLYovB+LLCwxzfVBU2Nke3/zOtF37a9US4b2t7Y9pRWKRQEQTCYsWFFx5BSpSuUhkAXAg/a/m7h1HXAYfn4MBoPMH4PbCtpa0lrAwfkdi2hjP/gXZLeUHsjabikj5W9gKShku6RdEN+f7KkJyXdm8u+Wb62pIsk3S9prqTdCn2sLWmqpIclPZT3PSHpcEnPFPr6x0KbwyTNz+WwgnxrSXdm+ZX5IQdBEPQbKvSm2xU4BNij7jv3NGBPSfOBPfN7JG0u6UYA2yuAycAM4EHgJ7b/UP3dJsqsGZ1U3ORqe5mkk4CflbzGsaQb2aggO8v2d+rqfT73v4OkTYCbJO1su4MUH2+x7TdLGgKMLLS70vbkYkfZh/4kUpZaA3MkXZf96E/P158u6TzgSKCarftBEAS9pMrYdLZvp/HaD8AHG9RfCOxbeH8jfRRxp8zIqFGdUptlJY0F9gN+WKL69iR/d3IsvGUkYwJwBPCf+VyH7SVd9LU3cLPtpdkA3Qzsk4ese7AqyOslQOlRXhAEQV9gq1QZSJQxKrMlfZe0+cnAPwNzSvZ/NnA8UL9XabKkQ4HZpA1ZzwFzgUnZl30LksfeFpIezm1OyVN3fwIm265Fttpf0geAh4HjbD9Oc5fEjYFlefhZlK9GdpE8CmDLMaVsbxC8jv4WUy5YcxiMgVLLjIz+GfgbKXTET4BXgC911UjSR0hTa/WG61xgG2A8aTPWmVk+jWQcZpOM2CzS7uFhJC+O39p+J3AHUJviux4YZ3tHUlqLS2qXb6CSO5GvLrSn2p5ge8LojQdW3pAgCPovdqVrRmsMZQKlvgScKGkD2y92o+9dgYl5sWxdYCNJl9k+uFZB0gXADfk6K4DjCudmAfNJKSteBmrrVleR1nmw/WzheheQ1oMgGbXdCufGknYYLwGGSxqWr9dSV8UgCILuI1aW8JQbaJSJwPBeSfPIISAkvV3Sf3fVzvYU22NtjyO5BN5q++Cab3vm48ADud/1JK2fj/cEVtieZ9ukEdBuuc0HC7oU+5pIcpSA5P2xl6QRkkYAewEzcl+3AbVMtc1cGoMgCNpGrBk15iySQ8B1ALbn5jWannKGpPGk6bEFwBeyfBNghqQO4EmSO2KNE4BLJZ0NPAN8LsuPkTSRNJ23FDg867hU0ikkP3mAb9leWuhruqRTgXtIPvhBEAT9gshn1Am2H68LH7GyOxexPZM0TYbtQ5rUWQBs1+TcY8BqBjBvvm24Adf2NNI6VL38UVIAwCAIgv6H07rRYKOMMXpc0nsB5w2ix7BqOiwIgiComMHoTVfGGB1NSq40huQY8CtKeNMFQRAE3ceD1IGhjDfdEuCgPtAlCIIgIKbpXoek422fIem/WH0vjkkOA5fZ/lMrFQyCIBhsDDRPuTJ0NjKqrQvNbnJ+Y+CnwNsr1SgIgmAQY4cxeh22r8+vlwBI2jC9XbXxVdJLLdcwaAkTvvnFSvqZfdLAizEbYXw6Z71FXdcJesdgdO0us+n1bZLuIW1OnSdpjqS3Atg+v9UKBkEQDDbscmUgUcabbirwFdu3AeRgpRcA8fMxCIKgYozoCG+6hqxfM0SQNrDWwvYEQRAE1TPABj2lKGOMHpX0deDS/P5g4P+1TqUgCIJBzCB1YCgzFjwCGE3ynPspMIpVseGCIAiCqnHJ0gWSpklaLOmBguzKQgryBZLubdJ2gaT7c71mXtXF+kNytJ4e0enISNJQ4F9tH9PTCwRBEATdo8KR0cXAOcCPVvXtz9SOJZ0JPN9J+91LZNau9duR+9ulJ4p2OjKyvZKUcTUIgiDoAwx0dKhU6bIv+zekAAWroRT9+tPAFRWq/ytJ+6susnYZyqwZ3SPpOlJSu9f2Fdn+aXcvFgRBEHSBgfIjo1F1U2hTbU8t2fb9wCLb8zvR5FeSDJxfst+vAOsDKyT9hZRd27Y36qphGWM0kpRtdY86JcMYBUEQtIBu7CFaYntCDy9zIJ2Pina1vVDSJsDNkh7KI62m2N6ws/OS3mr7D43OlQmUGs4KQRAEfUmLfbslDQM+QSfLMLYX5tfFkq4l5YHr1BiV4FLgnY1OdGmMJL2JlELiPaRHdAfwZdvh3h30u7BCe29eQajEb/S+iyqJ8DuDjT5JKf4h4CHbTzTUIO0lHWJ7eT7eC/hWBddtemNlXLt/DPwE2AzYnLR2NL0CpYKgUioxREHQH6jOtfsK0gBiO0lPSDoynzqAuik6SZtLujG/3RS4XdJc4C7gF7Z/2cu7ojOty6wZyfalhfeXSZrce52CIAiC1TC4hKdcqa7sA5vID28gWwjsm48fpY8zMpQZGd0m6URJ4yRtJel44BeSRkoa2VVjSUMl3SPphvz+ZElPFjZd7Zvla0u6KG+ymptj4FE4N1XSw5IekrR/ln9F0jxJ90m6RdJWhTYrC9e4riDfWtKdkubnzV9rl35aQRAEfYJKljWOvzU7UWZkVNsg9YU6+RGkIdebumh/LCk3UtG17yzb36mr93kA2ztk742bJO1suwP4GrDY9pslDSF5+AHcA0yw/bKkLwJnFPR9xfb4Bvqcnq8/XdJ5wJHAwMuDEATBmssaFpxOUkOnhBq2786v72lWp4w33dbdVy0haSywH/DvJP/zztgeuCVfc7GkZcAE0nzlEcD/yec6gCX5+LZC+9+R4uZ1po9ILuqfzaJLgJMJYxQEQX9iDTNGwJmdnDOv3xrUkDIjo95wNnA8UO97PlnSoaQssl+1/RwwF5gkaTqwBcnlcAtJD+c2p+Spuz8Bk23X+xgdCdxUeL9u3gy2AjjN9s9I2WmX2V6R6zwBjKngPoMgCKqhe5te+wW2d+9tHy1LmiHpI6SptTl1p84FtgHGA0+xyqJOIxmH2SQjNotkSIYBY4Hf2n4nyTPkdVN8kg4mjaK+XRBvmTeDfRY4W9I2NJ5kbfgbRNJRkmZLmv3MsyvL3XQQBEEFrMnJ9XJC1k9LOrRWyrRraowk7Zpf1+mhTrsCEyUtILmC7yHpMtuLbK/M020XkDZSYXuF7eNsj7c9CRgOzCdFf3gZuDb3exWFTVOSPkRaU5po+681eWHD1qPATOAdpOm94XnDFyQjt7CR8ran2p5ge8LojYf28BEEQRD0gA6VK/0MSScB/5XL7qR1/Ill2nY2Mvp+fr2jJ0rZnmJ7rO1xJJ/2W20fLGmzQrWPk9KZI2m9WtI+SXsCK2zPs23gemC33OaDwLxc7x3A+SRDtLjWqaQRNSMqaRTJMNb6ug34ZK56GPDzntxfEARBq5DLlX7IJ0nf0U/n6D1vB0oNaDpbM3pV0kXAGEnfrz/Zi7QSZ0gaT5oeW8AqL71NgBmSOoAngUMKbU4ALpV0NvAMq/IpfRvYALgqB4n9s+2JwFuA83NfQ0hrRvMKfU2XdCrJG+/CHt5HEARB9ZTc0NpPeSWnklghaSNgMV17XAOdG6OPkEJG7AHUr/t0C9szSVNl2D6kSZ0FwHZNzj0GfKCB/ENN6s8Cdmhy7lHy1GAQBEH/Q2ucA0OB2ZKGk5Zg5gAvkjyiu6SpMcoJlaZLetD23ErUDHrN5cu73Gc8aJmxsJqP6d6bV9INj3+jx0kvg8HOGjoysv1P+fA8Sb8ENrJ9X5m2ZVy7n80RW3clPaLbgWObBdgbkKz1Noa8scusu53S8fSbK1ImCIIBT0e7FegZkm6x/UF4bbbrdbLOKOPafRFwHSlI6hiSM8FFPdY2CIIgaE5tn1GZ0k+QtG4ODzcqO5CNzGUcyXZ0SZmR0Sa2i8bnYklf7r66QRAEQRn6qadcZ3wB+DLJ8NxdkL8A/KBMB2WM0TN5U2kt3PiBpL0/QRAEQStYw4yR7e8B35P0z7b/qyd9lJmmOwL4NPA0KWLCJ7MsCIIgCIqcL+kYSVfnMlnSWmUalgmU+mdK7qANgiAIes8aOE1X47+BtfIrpP2i5wL/2FXDVgdKDYIgCLqD6Zehfkqys+1iUr5bc7bYLmlZoNQgCIKgh1SXdnyapMWSHijIGiY4bdB2H0l/lPSIpBNLar4yB6Wu9fEmoFSk6RgZBUEQ9DMqnKa7GDgH+FGdvFGC01XXl4aSvOD2JGVT+L2k6wph1ZrxL6Ts4I+SsiRsRUkfgy6NkaRNgf8ANrf9YUnbA7vYjphuQRAEraAiY2T7N3mvT3d5F/BIDp9GzjM3iRykuhNuB7YlhXYT8FDZC5YZGV1M2uT6tfz+YeBKIsBotxioYXxmnzTwkuRGGJ+g7ZQ3RqNyEtEaU21PLdGuUYLTImOAxwvvnwDeXaLfO3LeuddCAEm6m0Lan2aUMUajbP9E0pWVyYEAAB8sSURBVBRIeYckRba5IAiCFtDN9BBLchLR7nAucArJ5J1CSnBaP5VWOhEpgKQ3kgzY3+XUPrX2GwHrlVGqjDF6SdLGNUUkvQd4vkznQRAEQQ9ooTed7UW1Y0kXADc0qPYEsEXhfdNEpJm9gcNzve8W5C8A/1pGrzLG6Cuk2HTbSPotMBr4VJnOgyAIgu7Tyn1Gkjaz/VR++1qC0zp+D2wraWtSfrkDgM8269P2JcAlkva3fU1P9CpjjP4A/AOrFqT+SLiEB0EQtI6KjJGkK0hZskdJegI4CditUYJTSZsDP7S9b16OmQzMAIYC02z/ocQlv5Nnz6bZfrA7upYxRrUFqdcUKbsgFQRBEHSTClOK2z6wgbih85nthcC+hfc3Ajd285I7kkZRF0oaAkwDptt+oauGTY1RFQtSQRAEQQ9YQ8MB2V5OyvJ6gaQPkAJsnyXpauAU2480a9vZyKjZgtRySi5IBUEQBN1Ha25yvaHAfsDngHEkT73LgfeTRllNs4x2lna81wtSQRAEwaBiPnAb8G3bswryq/NIqSldOiLYvkbSfpKOl/SNWimrmaShku6RdEN+3zAukqS1JV0k6X5JcyXtVuhjbUlTJT0s6SFJ+2f5OpKuzLGT7izuNJZ0mKT5uRxWkG+d687Pbdcuey9BEAR9QkWx6drAjraPrDNEANg+prOGZcIBnUdaI9od+CEpn9Fd3VDuWOBB0lpTjUZxkT6fFd5B0ibATZJ2tt1Biv6w2Pab86JYLZzBkcBztv9e0gHA6cBncvrbk4AJpD/ZnBxX6blc5yzb0/O9HUnaBBYEQdB+KnRgaAMrJH0JeCuwbk1ou8v4dGVctN9r+1DSl/43gV14/WaopkgaS5o//GGJ6tsDtwDYXgwsIxkTSLuD/zOf67C9JMsnAZfk46uBD0oSab3rZttLswG6Gdgnn9sj1yW3/ViZewmCIOgz1tyR0aXAG0nfwb8m+RwsL9OwjGv3K/n15eyH/iywdUnFzgaOBzaskzeKizQXmJQD8m0B7ARsIenh3OaUPHX3J2By3kX8Wvyk7Bf/PLAxjeMqjcnnltleUSdfDUlHAUcBbLnlliVvd/Ax4ZtfrKSf/hTjbotvrTbD0CMixl3QY/qnoSnD39v+lKRJti+R9GPSXqUuKTMyukHScODbwN2kTVLTu2ok6SOkqbU5dafOBbYBxpPSmJ+Z5dNIxmE2yYjNAlaQDOZY4Ld5v9MdQG2Kr1n8pO7KVxfaU21PsD1h9OjRDe8xCIKgakTypitT+iGv5tdlkt4GvIHkVdclZdKOn5IPr8lOCOvaLhObbldgYnZQWBfYSNJltg+uVSjGRcqjleMK52aRPDOeBV4Grs2nriKt88Cq+ElPSBpGuvGlWb5bQZexwExgCTBc0rB8va7iLQVBEPQta/aa0VRJI4Cvk8LIbQCUcngrFdZH0nslfRb4DGkq7dCu2tieYnus7XGkHbm32j5Y0maFaq/FRZK0nqT18/GewArb82wbuJ5VxuWDrMqpcR1Q85T7ZL6GScPCvSSNyA9mL2BGPndbrktu+/MyzyAIgqDPWEPXjGz/0PZztn9t+022N7F9Xpm2ZbzpLiVNq93LqvSxZvXMgWU5o1FcJGATYIakDlJgvkMKbU4ALpV0NvAMaUMVpLAWl0p6hDQiOgDA9lJJp5CC/QF8y/bSQl/TJZ0K3EPkZQqCoL/RDw1NZ0j6SmfnbX+3s/NQzoFhArB9HlX0CNszSdNk2D6kSZ0FpGCsjc49Bqy2Ycr2X2gSQdz2NNI6VL38UVIWwyAIgn7JGjhNV3NSa7Q2X+puyhijB0iuek91VTEIgiCogDXMGOVtP0i6BDjW9rL8fgSrnNQ6pVSmV2CepLuAvxYuPrHbGgdBEASd437rKVeGHWuGCMD2cznQdpeUMUYn91SrIAiCoAesYSOjAkMkjch7R8nRcMrYmVKu3b/upXJBEARBN1gD14xqnAnMyikjDHwa+PcyDTvLZ3S77fdJWs7r7bQA296oSdMgCIKgN6yhxsj2jyTNJoVdE/AJ2/O6aAZ0nkLiffm1PpRPEFTOpctH9bqPQzZc0nWlIOjvVLiHSNI0oBYN521Z9m3go8DfSOHVPldc5ym0XUCKK7eStO9zQn2dRmTjU8oAFWm66VXSyM5Kdy8UBEEQdI1I03RlSgkuBvapk90MvM32jsDDwJRO2u9ue3xZQ9QbOlszmsMqn/Etgefy8XDgz5QPlhoEQRB0g6rWjGz/ppjnLct+VXj7O1ZFpGkrTUdGtre2/SZSaJ2P2h5le2PSkO+nfaVgEATBoKN8OKBRkmYXylHdvNIRwE2daPErSXN60G+3KeNyt7Pto2tvbN+UQ+0EQRAEraD8yGhJT6fQJH2NlBnh8iZVdrW9MCc7vVnSQ7Z/05NrlaFMoNQlkv5N0jhJW+UbeLZVCgVBEAxqSq4X9WYqT9JhpFmug5qFerO9ML8uJmVNaGkYtTLG6EBgdFbm2nx8YCuVCoIgGNS0MGq3pH1IAaMn2n65SZ31JW1YOyZlPnigZ1csR6fTdJKGAlNsH9tKJYIgCIJVVBUOSNIVpPQ7oyQ9AZxE8p5bhzT1BvA720fnTN4/tL0vsClwbT4/DPix7V9Wo1VjOjVGtldK2qmVCgRBEASvp0JvukazWA3T5uRpuX3z8aPA26vRohxlHBjukXQdKcPqSzWh7fCoC4IgqJp+mjiv1ZQxRiNJDgt7FGQm3LuDIAhaQxij1bH9ua7qBEEQBNVQi8Aw2CiTdnws8F/AriR7fTspedITLdYtaMBZ3/1Mu1UY8Dz+jfe2W4VgkKOOwWeNyrh2XwRcB2wOjAGuz7IgCIKgasq6dQ8we1XGGI22fZHtFblcTNprFARBELSAVm967Y+UjcBwsKShuRxMNyIw5Db3SLohvz9Z0pOS7s1l3yxfW9JFku6XNFfSboU+Zkr6Y6HNJll+VkH2sKRlhTYrC+euK8i3lnSnpPmSrpS0dtl7CYIg6BMG4ciojDfdEcA5wFn5/W+zrCzHAg8CxWR8Z9n+Tl29zwPY3iEbm5sk7Wy7tv3rINuziw1sH1c7lvTPQDHX+iu2xzfQ5/R8/emSzgOOBM7txv0EQRC0lIE26ilDlyMj23+2PdH26Fw+ZvuxMp1n54f9gB+WqL49cEu+5mJgGdCdAIAHAld0oY9ILupXZ9ElwMe6cY0gCILWMwhHRl0aI0ljJV0rabGkRZKuyUamDGcDxwP1wS0mS7pP0jRJI7JsLjBJ0jBJWwM7AVsU2lyUp9y+no1KUcetSPmVbi2I180h1X8nqWZwNgaW2V6R3z9BcspodN9H1cKyP/PMMyVvNwiCoJc4hQMqUwYSLfOmk1RLdTun7tS5wDbAeOAp4Mwsn0YyDrNJRmwWKbw5pCm6HYD353JIXZ8HAFfbXlmQbZlDq38WOFvSNiQX/nqaRaydanuC7QmjR4e/RhAEfUPFmV7XGFrpTbcrMDHnUZ8O7CHpMtuLbK/Ma0EXkMOS576PyyluJ5Eyys7P557Mr8uBH7N6KPMDqJuiK4Q/fxSYSVpPWgIMl1RbKxsLLCxxL0EQBH2HXa4MIFrmTWd7iu2xtseRjMWttg+WtFmh2sfJYcklrZdDlSNpT2CF7Xl52m5Ulq9FysHxWihzSdsBI4A7CrIRktbJx6NIhnFezttxG6vS7B4G/LzEMwiCIOgzBuPIqLvedCZNn3XHm66eMySNz30tAL6Q5ZsAMyR1AE+yaipunSxfCxgK/A9pRFXjQGB6XYKotwDn576GAKfZnpfPnQBMl3QqcA9NItgGQRC0hQHonFCGMrHp/gxM7M1FbM8kTZVhu369p1ZnAbBdA/lLJGeGZn2f3EA2C9ihSf1HaXHGwkYctOHSSvo5q+sqaySHbLik133svXlFEe+/UU03QdBTBppzQhnKeNNdIml44f0ISdNaq1YQBMHgZTB605WZptvR9muRDWw/J+kdnTUIgiAIeogZcM4JZSjjwDCksBcISSMpZ8SCIAiCHlCVA0Pey7lYUtHpa6Skm3NItJuL3+91bffJYdgekXRidXfXmDLG6ExglqRTJH2L5MBwRmvVCoIgGMRUF4HhYmCfOtmJwC22tyVFvVnN0EgaCvwA+DApOs6Bkrbv/o2Up0w4oB8B+wOLgGeAT9i+tJVKBUEQDFaq3PRq+zdAvffUJFIoNGgeEu1dwCO2H7X9N9Je0Uk9vacylJpuy27R87qsGARBEPQOuzvJ9UZJKgaQnmp7ahdtNrX9VLqUn6plQahjDPB44f0TwLvLKtUTYu0nCIKgv1Hef2FJDntWNaVDp1VFmTWjIAiCoA9pcQSGRbVIOPl1cYM6T/D6QNUtD51WZp/R5GbeFkEQBEHFGOhwudIzriOFQoPmIdF+D2ybk5GuTQrpdl2DepVRZmT0RuD3kn6SXf0aDd+CIAiCqqjIm07SFaS4ndtJekLSkcBpwJ6S5gN75vdI2lzSjZACVwOTgRmk5Kg/sf2HCu9wNcqEA/o3SV8H9gI+B5wj6SfAhbb/1ErlgiAIBiNVBUG1fWCTUx9sUHchsG/h/Y3AjdVo0jVlveks6WngaVKOoRHA1ZJutn18KxUMWsPskyLTerDmM+HIe9utQkvohjfdgKFLYyTpGNK84hJS+vB/sf2qpCGkfENhjIIgCKoionY3ZRRpo+tjRaHtjpzNNQiCIKiItOl18FmjMmtGTQPq236wWnWCIAgCBlhE7jLEptcgCIJ+RoyMgiAIgvYSa0ZBEARB++lWbLoBQxijIAiC/sYgnKZreWw6SUMl3SPphvz+ZElPSro3l32zfG1JF0m6X9JcSbsV+piZkzzV2myS5YdLeqYg/8dCm8Ny8qj5kg4ryLeWdGeWX5lDXQRBEPQPHGnHW8WxpHASGxVkZ9n+Tl29zwPY3iEbm5sk7Wy79sgPsj2b1bnS9uSiIGejPQmYQJp9nSPpOtvPAafn60+XdB5wJBA7QIMg6D/EyKhaJI0F9iNtlu2K7UlZB7G9GFhGMiY9YW/gZttLswG6GajF1dsDuDrXa5ZYKgiCoH1Ul+l1jaHVI6OzSREaNqyTT5Z0KDAb+Go2GHOBSZKmk0KX75Rf78ptLpK0ErgGONV+7afD/pI+ADwMHGf7cRonhhoDbAwsy0EAi/LVkHQUcBTAlltu2ZN7bwkRxqc5j3/jve1WIehjZl84vrrOWpEVqIeoY4DNwZWgZSOjHJ1hse05dafOBbYBxgNPAWdm+TSScZhNMmKzSHHwIE3R7QC8P5dDsvx6YJztHYH/YVUq3WaJoUonjLI91fYE2xNGjx7d2a0GQRBUh0mbXsuUAUQrp+l2BSZKWkDKn76HpMtsL7K9Mq8FXUDKtY7tFbaPsz3e9iRgOCn2HbafzK/LgR8X2jxr+6/5eheQRlPQPDHUEmC4pGF18iAIgn6BMHK5MpBomTGyPcX2WNvjSImZbrV9cC3DYObjwAMAktaTtH4+3hNYYXuepGGSRmX5WsBHCm2KfU0kOUpAysGxl6QROTHgXsCMPLV3G/DJXK9ZYqkgCIL2YZcrA4h27DM6Q9J40mB0AfCFLN8EmCGpA3iSVVNx62T5WsBQ0nTcBfncMZImkqbzlgKHA9heKukUUrZCgG/ZXpqPTwCmSzoVuAe4sBU3GQRB0GMGmKEpQ58YI9szgZn5+JAmdRYA2zWQv8Sq6bf6c1OAKU3OTSOtQ9XLHyVP8wVBEPQ7amtGg4yWb3oNgiAIuoc6OkqVLvuRtisEBbhX0guSvlxXZzdJzxfqNM3U0EoiHFAQBEG/orr1INt/JHkuI2koaQnk2gZV/9d2W/PThTEKgiDoT5hWrRl9EPhTfaLU/kJM0wVBEPQ3yu8zGiVpdqEc1UmvBwBXNDm3S44JepOkt1Z0F90iRkZBEAT9jG7sIVpiu8vYETkg9EQaO3zdDWxl+8UcuPpnwLZlFaiKMEbBgGHe0dWEStr+vC9W0k/QeiYceW+7VWgN1U/TfRi42/ai1S/lFwrHN0r6b0mjbC+pWonOCGMUBEHQn7BhZeW+3QfSZIpO0huBRbYt6V2k5Ztnq1agK8IYBUEQ9DcqHBlJWg/Yk1UBBpB0dLqMzyNFpPmipBXAK8ABhUDUfUYYoyAIgv5GhbbA9sukjAVF2XmF43OAcyq7YA8JYxQEQdCfMNAR4YCCIAiCtmLw4IsHFMYoCIKgP2Fa4cDQ7wljFARB0N+IqN1BEARB2wljFARBELSXgZc4rwxhjIIgCPoTBkqkhxhohDEKgiDob8TIKAiC9VaL3hUMBo6afVi7Vci0JBxQvyeMURAEQX/C4NhnFARBELSdQRiBoeXJ9SQNlXSPpBvy+5MlPVnIt75vlq8t6SJJ9+ckT7sV+pgp6Y+FNptk+VckzZN0n6RbJG1VaLOyUP+6gnxrSXdKmi/pypznIwiCoP9glysDiL7I9Hos8GCd7Czb43O5Mcs+D2B7B1KE2TMlFfU7qNBmcZbdA0ywvSNwNXBGof4rhfoTC/LT8/W3BZ4DjqzkLoMgCKrATt50ZcoAoqXGSNJYYD/ghyWqbw/cApCNzTKg0wyGtm/LEWkBfgeM7UIfAXuQDBfAJcDHSugWBEHQd8TIqHLOBo6nlq19FZPz1No0SSOybC4wSdIwSVsDOwFbFNpclKfcvp6NSj1HAjcV3q+bc8L/TlLN4GwMLLO9Ir9/AhjTSHFJR9Xyyj/zzDOlbzgIgqB3GK9cWaoMJFpmjCR9BFhse07dqXOBbYDxwFPAmVk+jWQcZpOM2CygZjQOytN378/lkLprHUwaRX27IN4y54b/LHC2pG2ARkas4c8L21NtT7A9YfTo0SXuOAiCoAJqKSTKlAFEK0dGuwITJS0ApgN7SLrM9iLbK518Fy8A3gVge4Xt4/IazyRgODA/n3syvy4HflxrAyDpQ8DXgIm2/1qT216YXx8FZgLvAJYAwyXVvAjHAgtbdP9BEAQ9wx3lygCiZcbI9hTbY22PAw4AbrV9sKTNCtU+DjwAKTWupPXz8Z7ACtvz8rTdqCxfC/hIoc07gPNJhqjm1ICkEZLWycejSIZxXk6lexspzS7AYcDPW/MEgiAIuo8Bd7hUKYOkBdlL+V5Jsxucl6TvS3okL5+8s+p7KkM79hmdIWk86ZkvYFVe9k2AGZI6gCdZNRW3TpavBQwF/oc0ooI0LbcBcFVeRvpz9px7C3B+7msIcJrtebnNCcB0SaeSvPEubNWNBkEQdBu3JLne7raXNDn3YWDbXN5NWkp5d9UKdEWfGCPbM0lTZdg+pEmdBcB2DeQvkZwZGrX5UBP5LGCHJucepTDNFwRB0N/oY+eEScCP8szR7yQNl7SZ7af6Ugl5gLkHtgJJzwCPVdDVKNK6VX+gP+kCoU9X9Cd9+pMu0P/02c72hj1tLOmXpHsqw7rAXwrvp9qeWtff/yPtqTRwfoPzN5Bmj27P728BTrC92pReK4lwQCWwXYk7naTZ2cOv7fQnXSD06Yr+pE9/0gX6pz69aW97n6p0yexqe2GOXHOzpIds/6ZwvrSXcSvpiwgMQRAEQZsoeBYvBq5l9WWKJ3j9ns62eBmHMQqCIBigSFpf0oa1Y2AvsjdygeuAQ7NX3XuA5/t6vQhimq6vmdp1lT6jP+kCoU9X9Cd9+pMuEPp0xqbAtdnbeBjwY9u/lHQ0gO3zgBuBfYFHgJeBz7VD0XBgCIIgCNpOTNMFQRAEbSeMURAEQdB+bEfppJA24t5bKC8AXwZGAjeT4ufdDIwotJlCmn/9I7B3gz6vAx4ovF8HuDK3uRMYVzh3WL7G/HxcmT7A2qT57YeBh4D926zPgcD9wH3AL4FRrdaHFMn9NuBF4Jy6v9NOWZ9HgO+zalq7rD4nVKELsB7wi/w3+gNpT0jLPzudPZt2fJa7+Fv19rNcyd+qqs9xu7/32vJd224F1qRCCkf0NLAVKZHfiVl+InB6Pt6elA5jHWBr4E/A0EIfnyAFey3+A/8TcF4+PgC4Mh+PBB7NryPy8Yiq9AG+CZyaj4cU/mn6XB/S4urigg5nACf3gT7rA+8Djmb1L5W7gF1I+zBuAj7cU316owvJGO2ej9cG/rc3ulTxbNr0We7sb1XZZ7mXf6vKP8eDpbRdgTWpkNwif5uP/whslo83A/6Yj6cAUwptZgC75OMNgNtJX8gPNKkzjLSbXKRfWOcX6p0PHFihPo8D6ze4zz7XB1gLeCZ/AQg4Dziq1foU6h5e96WyGfBQ4f1r1+qJPr3RpcHf53vA59v1bNr1We5Cn8o+y7383FT+OR4sJdaMuscBwBX5eFNnX/z8ukmWjyH9Y9QoJvA7hZS/6WVez2ttnBL/PU+aBuisr17pI2l4TSdJd0u6StKm7dLH9qvAF0nTGwtJX3IX1rdpgT7NGJP7a9R3T/TpjS6vkf9uHyVnRe6hLlXo047PckNa8FnusS4t+hwPCsIYlUTS2sBE4KquqjaQOUcq/3vb15Zt04m81/qQfpmNJf0CfCdwB/CddumTo7J/kZR3anPSfPuUPtCnW3r2RJ8KdEkXTXm4rgC+7xTwt9u65H56pU8bP8vNqOyzXMGzqfRzPJgIY1SeDwN3216U3y+q5WbKr7V8Ss1Ca+wC7JSTDd4OvFnSzPo2+QvnDcDSTvqqQp9nSb9qa18oVwHvrG/Th/qMB7D9J6e5ip8A7+0DfZrxRO6vUd/d1ae3utSYCsy3fXadnn39bNr1WW5GlZ/l3upS9ed40BDGqDwHsmroDsmL6LB8fBirkvRdBxwgaR1JW5NyhNxl+1zbmzslG3wf8LDt3Rr09UlSIkKT5pj3yskCR5DmsmdUpI+B64GaDh8E5jXoq0/0IeWw2l5SLSjtnsCDfaBPQ/KUzHJJ71Havn5o3T10R59e6QKQ82+9geThVaQdz6Zdn+Vm+lT5We7t36rqz/Hgod2LVmtCIXkzPQu8oSDbmDRvPz+/jiyc+xrJS+yPZK+nuv7G8fpF33VJv+YeIX0xv6lw7ogsfwT4XJX6kBZZf0OaSrgF2LLN+hxN+se9j/TlsnEf6bOA9Av1RdKv1O2zfAIpjtefgHNY5dpdWp8qdCH9UnZ+NjXX439s57Np42e52d+q15/lCnWp5HM82EqEAwqCIAjaTkzTBUEQBG0njFEQBEHQdsIYBUEQBG0njFEQBEHQdsIYBUEQBG0njFEwIJC0QNKofDyrF/0cLmnzinQaLelOSfdIen8VfRb6nijpxB62/de69z1+XkFQFeHaHaxxSBrmFNurKFsATLC9pJd9zwT+r+3Zvekn93UAaR/VYV1Wbtx+tfusAkkv2t6g6n6DoDfEyCjoMZJ2lnSfpHUlrS/pD5Le1qDeobneXEmXZtlWkm7J8lskbdmF/GJJ35V0G3C6pI0l/SqPOs6nEN9L0ov5dTdJMyVdLekhSZfnaApI+oak30t6QNJUJT5J2uh6uaR7Jf2dpJ0k/VrSHEkzaqFh6u5vNZ2V4redAexb66uuzQJJp0u6K5e/b3KfIyX9LPf9O0k75nqHSzonH4+WdE2+n99L2jXLN5B0kaT7c/v9JZ0G/F3W6fK65yVJ387P5H5Jn+nqOQZBZbR7122UNbsAp5KCUv6AQmqIwvm3kiIt1PK7jMyv15OTiJF2n/+sC/nFwA2sysX0feAb+Xg/UoSC2jVezK+7kSIjjyX98LoDeF9Rj3x8KfDRfDyTNMKClA5gFjA6v/8MMK3BPTbT+XCaJ6VbAHwtHx8K3NDkPv8LOCkf7wHcW983KadQ7b62BB7Mx6cDZxeuOaL4fAry2vPan5RAbiiwKfBnUtqEps8xSpSqyjCCoHd8C/g98BfgmAbn9wCudp4+s700y3chJWeDZAzO6EIOcJXtlfn4A7V6tn8h6bkm+t1l+wkASfeSwtfcDuwu6XhSCJiRpAyq19e13Q54G3BzHggMBZ5qcI3OdO6MKwqvZxXkxft8H8lIYPvWPCJ8Q10/HyLFQ6u930jShll+QE1ou9kzqvE+4Ip87UWSfg3sTMp62uw5BkElhDEKestIUqK1tUixt16qOy/KhcNvVqcor++7TL9/LRyvBIZJWhf4b9II6HFJJ5N0r0fAH2zvUuI63dWrvl6z+yyTXmAIKWnbK0VhnkrrzqJwZ1Nvqz3HbvQbBF0Sa0ZBb5kKfB24nDQtVM8twKclbQwgaWSWz2LVr/aDWPUru5m8nt/k80j6MCldc1lqhmeJpA1IEZRrLAc2zMd/BEZL2iVfZy1Jb23QX1md6/lM4fWOJnWK97kbsMT2C3V1fgVMrr3J61WN5LVn9KpS3p1G1/qMpKFKUac/QAroGQQtJ4xR0GMkHQqssP1j4DRgZ0l7FOvY/gPw78CvJc0FvptPHQN8TtJ9wCHAsV3I6/km8AFJd5NC7v+5rN62lwEXkLJx/ow0zVjjYuC8PBU1lGSoTs+638uq3DRFyupczzqS7sz1j2tS52RgQu77NFalIIBVo55janUkzSNFjYa0njciOyTMBXbP8qnAfTUHhgLXkiJNzwVuBY63/XTJewmCXhGu3UHQBtRLV3RJXwU2sn1SpYoFQZuIed8gWMOQdDTJm+4TXVQNgjWGGBkFQRAEbSfWjIIgCIK2E8YoCIIgaDthjIIgCIK2E8YoCIIgaDthjIIgCIK28/8BbaBgyNoTYe8AAAAASUVORK5CYII=\n", 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\n", 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P3Gr7LcBtQH2z2MHAFbaL3/hb54k6HwXOlrQddPnOu6vy255me5LtSePGlJ5lGkIITbE16O5IWtlHsjswJXembwCMkHSp7am1CJLOB64DyHcJxT6P2cAC4EngBeCqfOpyUr9G0cHAvxYDbD+a/z4kaRap/+RKYKSkYfl644FHK3m1IYRQgdTZPrh+vLasSrN9gu3xtieQvuhvsj1V0uaFaB8E7gWQtKGkjfLjvYCVtufbNnAtMDmnecWEGkk7AqNIdyq1sFGS1s+Px5IqtVpeNwMH5aiHA1dX+sJDCKEpac/2Mke7GIjxY6dLmkiqeBcCn8rhmwEzJXUCi4HDCmm+AFwi6WzSAmTFCTWHADNyJVHzOuC8nNcQ4Fu25xfymiHpVGAucEGVLy6EEJqROtvbp/+jjH6pSGzPAmblx4d1E2chsGM35x4mLYXc1bmTugibDezcTfyHgLc2LHQIIQyQime2t1z7zGgJIYRQ+cz2/lCqIpH0DmBCMb7tH7aoTCGEsE7rXNvuSCRdQhquexdQG15rICqSEEKomA0vda5lFQlpdvlOdZ3ZIYQQWiA1ba19Fcm9wGtIkwdDCCG0WDvNWi+jTEUyFpgv6Q7gr7VA21NaVqoQQlhHra3Df09qdSFCCCHUrIVNW7Z/kxdJ3DUH3ZFX5w0hhNACJfdjbxsNqz1JHwbuAD4EfBi4XdJBPacKIYTQF2nU1tBSR7so07T1ZWDX2l2IpHHA/7B6T48QQggVWVsnJA6pa8p6kn7YojeEENZVg61pq0xF8itJM1m9++BHgF+2rkghDKx9tnjTQBfhFWY+Om+gixD60Vo5asv25yUdSFqKXcA021c1SBZCCKGP1rpRWwC2ryRtChVCCKGFbLGywopE0kLgWdISVyvzzrGV6rYikXSL7T0kPcsrt6MVYNsjqi5MCCGEljRtvdv2sqozrem2IrG9R/67SasuHkII4ZUGYx9JmXkkl5QJCyGEUI1Oq9QBjJXUUTiO6iI7A7+WNKeb800r00fy+uITScOAXVpRmBBCWNf1ch7JshJ9HrvbflTSZsANku63/dvmSvlK3d6RSDoh94+8UdIz+XgWeAK4uspChBBCWK0TlTrKsP1o/rsEuIoWbDXebUVi+5u5f+QM2yPysYntMbZPqLogIYQQ0hIpKzuHlDoakbSRpE1qj4G9SVuDVKrMGLM7JG1aKNhISR8oewFJQyXNlXRdfn6SpMWS7srHvjl8uKQLJd0jaZ6kyYU8hkuaJukBSffneS1IOkLS0kJe/1RIc7ikBfk4vBC+raTbc/hlkoaXfS0hhNAfetFH0sirgVskzSOtmfgL27+qurxl+khOLE5AtL1C0onAz0te41jgPqA4XPgs29+ui/fJnP/OuS3vekm72u4krfe1xPYOkoYAowvpLrN9dDEjSaOBE0m7OxqYI+ka208Bp+Xrz5B0LnAkcE7J1xJCCC1V5Vpbth8CWr5UQ5k7kq7ilJrIKGk8sB/wgxLRdwJuhJfb8laQKgKATwDfzOc6S4yH3ge4wfbyXHncALxPkoA9Wb3g5MVA6burEELoD7ZKHe2iTIXQIek7wH+Rft1/BphTMv+zgeOB+rkoR0v6GNABfC5/2c8DDpA0A9iKNDJsK0kP5DSn5OauPwFH234ihx8o6V3AA8Bxth8BtgQeKVxvUQ4bA6ywvbIufA15mNxRAFtvWareDOEVYo2s0FeDbdHGMncknwH+BlwG/BR4EfjXRokk7U9qjqqvdM4BtgMmkvaBPzOHTyd9sXeQKqDZwEpSZTceuNX2W4DbgFqz2LXABNtvJC1tf3Ht8l0UyT2ErxloT7M9yfakcWPaZ93/EMLaza60j6RflFm08Xngi5I2tv1cL/LeHZiSO9M3AEZIutT21FoESecD1+XrrASOK5ybDSwgLVv/AmnYGsDlpH4NbD9ZuN75pP4PSBXS5MK58cAsYBkwUtKwfL3xwKO9eE0hhNBiYlWJEVntpMzM9ndImg/Mz8/fJOm/G6WzfYLt8bYnAAcDN9meKmnzQrQPkoeiSdowD09D0l6kxcXm2zbpzmNyTvOeQlmKeU0hdeoDzAT2ljRK0ijSkLeZOa+bgdoOj4cTc2JCCG1mbewjOYvUeX0NgO15uU+ir06XNJHUpLQQ+FQO3wyYKakTWAwcVkjzBeASSWcDS4GP5/BjJE0hNYEtB47IZVwu6RTgzhzvZNvLC3nNkHQqMBe4oInXEkIIlRqMa22VXUb+kTTg6WWrenMR27NITUvYPqybOAuBHbs59zCwRuWVJ0Z2OTnS9nRSv0t9+EO0YGZnCCFUwqmfZDApU5E8IukdgPPkvWNY3YQUQgihYoNt1FaZiuTTwHdJw2QXAb+mxKitEEIIvedB2NleZtTWMuDQfihLCCEE1qKmLUnH2z5d0n+y5lwLkzq3L7X9p1YWMIQQ1jXtNCKrjJ7uSGr9IB3dnB8D/Ix+WMclhBDWFfZaVJHYvjb/vRggL0Xs4qRESc+3vIQh9LNY2iQMtME2/LfMhMQ3SJpLmjg4P2/X+HoA2+e1uoAhhLCuscsd7aLMqK1pwGdt3wyQF048H3hHC8sVQgjrJCM617ZRW8BGtUoE0uTC2lImIYQQqtdGNxullKlIHpL0VeCS/Hwq8H+tK1IIIazDBmFne5n7p08A40gjtH4GjGX1WlchhBCq5pJHm+jxjkTSUOBLto/pp/KEEMI6rz/vSCTdQw/VUt7vqUc9ViS2V0napQ9lCyGE0AcGOjv7tWlr//y3tvRVrRvjUNJeUA2V6SOZK+ka0oZSL88bsf2zkoUMIYRQloF+vCPJq6sjaXfbuxdOfVHSrcDJjfIoU5GMJu1SuGfx2qT+khBCCBUboDkiG0naw/YtkDY1BEqN0C2zaGN0rIcQQn+quCLJ/d0dwGLb+3cT7UhguqRNcwmeJg22aqhhRSLptaRl5N+eM78N+DfbMQQ4tJ19tmh+6bdYIiUMrJZso3ssaf3EEd1FsD0HeJOkEYBsP1028zLDf38M/BTYHNiC1Fcyo+wFQugvVVQiIbSFCof/ShoP7Af8oEG8/5A00vYztp+WNCpvSd5QmYpEti+xvTIfl9JWI5hDCGEtYnCnSh0lnQ0cD3Q2iPd+2yteLob9FLBvmQuUqUhulvRFSRMkbSPpeOAXkkZLGt0osaShkuZKui4/P0nSYkl35WPfHD5c0oWS7pE0L6/pReHcNEkPSLpf0oE5/LOS5ku6W9KNkrYppFlVuMY1hfBtJd0uaYGky/L2wSGE0EZU8mCspI7CcdQrcpH2B5bkZqtGhkpav5D2VcD6PcR/WZlRWx/Jfz9VF/4J0p3Jaxuk76pt7izb366L90kA2ztL2gy4XtKutjuBL5PejB0kDSGNJAOYC0yy/YKkfwZOL5T3RdsTuyjPafn6MySdS+pgOqfBawghhP5Tvs1nme1JPZzfHZiSf7BvAIyQdKntqV3EvRS4UdKFuQSfAC4uU4iGdyS2t+3h6LESKds2l+0E3JivuQRYAdTeoE8A38znOvP2v9i+2XZtwszvgPENyiPSMOYrctDFwAdKlC2EEPpPRX0ktk+wPd72BOBg4KZuKhFsnw58A3gd8HrglBzWUKvXKu6ube7o3Bw1XdKoHDYPOEDSMEnbArsAW0kamc+fIun3ki6X9OournUkcH3h+Qb5Vu93kmqVxRhghe2V+fkiYMsmX2MIIVSnNiGxzFH1pe3rbf+77c/Znlk2Xcsqkh7a5s4BtgMmAo8BZ+bw6aQv9g5SBTQbWElqfhsP3Gr7LaThx69oFpM0lXT3ckYheOt8y/dR4GxJ25EbFet0Wa9LOqrW7rj0yVXlXnQIIVSgFRtb2Z7V1RwSSc9Keqa7o0ze3faR5Onyt0pa3/Zfe1dkoETbnKTzgesA8l3CcYVzs4EFpFn1LwBX5VOXk+4+avHeS+pD+ftiOW0/mv8+JGkW8GbgSmCkpGH5euOBR7sqvO1ppE29mPSmDWKUWgih//TjWlu2NwGQdDLwOGmtLZHW2tqkTB493ZF8L/+9rY+F67JtTtLmhWgfJG3hi6QNaxtmSdoLWGl7vm0D1wKTc5r3APNzvDcD5wFTcr8KOXxUbfSBpLGkSq2W183AQTnq4cDVfXl9IYTQKnK5o2L72P5v28/muSTnAAeWSdjTqK2Xcu/9lpK+V3+yiaXlT5c0kdSktJDVo8E2A2ZK6gQWA4cV0nwBuETS2cBSVu+HcgawMXB56kfnz7ankDqLzst5DQG+ZXt+Ia8ZeaLNXOCCPr6OEEKo3sDtNbJK0qGkCecGDgFKtev3VJHsD7yXNMqpzBjkbtmeBczKjw/rJs5CYMduzj0MvKuL8Pd2E382sHM35x4C3tq41CGEMBBa05FewkdJy2F9l1SR3JrDGuq2IslDbGdIus92LD7UJl7761JrqDX00N7TK8mnnVS1RlZVS63Eml2hzwbgjiT/mD+gL2nLTEh8UtJVpH4GA7cAx9pe1JcLDkrrvYEhr+loKovOx3eoqDAhhLVeo8VMWkDS6cCpwIvAr4A3kRbovbRR2jLDfy8EriEt2LglqeP7wj6XNoQQQvcGbh7J3rafIXVrLAJ2AD5fJmGZimQz2xcWFm28CBjX56KGEELo0QCN2lov/90X+Int5WUTlqlIlkqamhdfHJon/z3Zl1KGEEIoocJl5HvhWkn3kyZ33yhpHPCXMgnLVCSfAD5MmqjyGGkORjU9viGEENqC7S8Cu5EWwn0JeJ6Sne9lttr9MzClqRKGEEIorQXNVo2vKX0I+JXtVZK+AryF1Pn+eKO0rV60MYQQQm+YtERKmaNaX7X9rKQ9gH1Iq6OX2mIjKpIQQmg3A9NHUpvFvh9wju2rgVIb/0VFEkIIbWaARm0tlnQeqU/8l3m9wlJ1RMNIkl4t6QJJ1+fnO0k6slG6EEIIfTQwdyQfBmYC78t7t4+m5DySMjPbLyJNQPxyfv4AcBmx2GGvVLW0SWi9WNokDLiBWSLlBeBnkjaTtHUOvr9M2jK3LWNt/5Q8aT/v4xE7PYUQQguUbdaqumlL0hRJC4D/A36T/17fc6qkTEXyvKQx5DpS0tuBp/tY1hBCCI0MzKitU4C3Aw/Y3pa0+vutZRKWadr6LGmtre0k3UpaHuVDfSxoCCGEBgZiHgnwku0nJQ2RNMT2zZJOK5OwTEXyB+DvSXuFCPgjMdorhBBaZ2AqkhWSNgZ+C/xI0hJgZZmEZSqE2/JijX+wfW+eOt+n7XdDCCE0MEB9JKTlUF4EjiMtI/8n4B/KJOz2jkTSa0jLxr8q741ea5AbAWzYTGlDCCH0YGBGbT1feHpxb9L21LS1D3AEMB74TiH8WeBLvblICCGE8lTRxlaSNiA1Va1P+r6/wvaJdXGeJVVd4pVVmADbHtHoOj1ttXsxcLGkA21f2fuXEEIIYYD9FdjT9nOS1gNukXS97d/VItjepNmLNOwjsX2lpP0kHS/pa7Wj7AXyHiZzJV2Xn58kabGku/Kxbw4fLulCSfdImidpciGP4ZKmSXpA0v2SDszh60u6TNKDkm6XNKGQ5nBJC/JxeCF82xx3QU5bai2ZEELoNxXNbHfyXH66Xj66TCnp7ZI2KTzfWNLbyhS3zBIp5wIfAT5DutX5ELBNmcyzY4H76sLOsj0xH7/MYZ8EsL0zsBdwpqRa+b4MLLG9A7ATabIMwJHAU7b/DjgLOC2XeTRwIvA24K3AiZJG5TSn5etvDzyV8wghhPZQcWd7/jF/F7AEuMH27d1EPQd4rvD8BSpc/fcdtj9G+sL+Omnjk63KZC5pPGklyR+UiL4TcCOA7SXACtJOXZA20vpmPtdpe1kOP4DVnUJXAO+RJFL/zg22l9t+CrgBeF8+t2eOS077gTKvJYQQ+k35O5KxkjoKx1FrZGWvsj2R1N/9Vklv6Oaqsu1Cuk7KTREpFenF/PcFSVuQttndtkzmwNnA8UB9G9zRkj4GdACfy1/284ADJM0gVVS7AFtJeiCnOSU3d/0JONr2E6RRZY9AWrpF0tPAmGJ4tiiHjQFW5GVeiuFryP8gRwFsvfXWXUUJa6l9tnhTJfnEml2hz8qP2lpme1LjaGB7haRZwPuAe7uI8pCkY1h9F/IvwENl8gze20kAABlwSURBVC5zR3KdpJHAGcDvgYXAjEaJJO1Pao6aU3fqHGA7YCJp694zc/h00hd7B6kCmk2aDDOMVJPeavstpDks365dpotLuw/hawba02xPsj1p3LhxXb7GEEKomkijtsocDfOSxuXvbyS9irTsSXcLMX4aeAewmPRd/Dbyj+lGymy1e0p+eGXuMN/Adpm1tnYHpuTO9A2AEZIutT21FkHS+cB1+TorSRNhaudmAwtId0AvAFflU5ezul9jEenuZZGkYcCmwPIcPrlQlvHALGAZMFLSsHy98cCjJV5LCCH0j2onG25OGn07lHTj8FPb19VHyucPtX1wXy5SaqkTSe+Q9FFSp/sBuVmqR7ZPsD3e9gTgYOAm21MlbV6I9kHyLZakDSVtlB/vBay0PT+32V3L6orhPcD8/PgaoDYi66B8DZPW1N9b0qjcyb43MDOfuznHJae9usx7EEII/aa6UVt3236z7TfafoPtk7uJt4rU59wnDe9IJF1Caoq6i9XLxxv4YR+vebqkiTmPhcCncvhmwExJnaRbq8MKab4AXCLpbGAp8PEcfkEOf5B0J3IwgO3lkk4B7szxTra9vJDXDEmnAnOJfVVCCO1mYNbaulXS90n7Tb08y9327xslLNPZPgnYqdib31u2Z5GalrB9WDdxFpIWhuzq3MPAu7oI/wvdrERsezqp36U+/CHSkOAQQmhLA7T67zvy36/XikGq0vZslLBMRXIv8BpSx3gIIYRW68eKRNJn88PrWHNQUqmSlKlIxgLzJd1Bmm6fcrenlCxnCCGEslzdWlsl1aZn7AjsSuo3Fmnl39+WyaBMRXJSX0oWQgihj/rxjiRPNEfSr4G32H42Pz+JNEq2oTLDf3/TKE4IIYTqDFAfydbA3wrP/wZMKJOwp/1IbrG9R2GJ4ZdPUXJp4RBCCH0wMBXJJcAdkq7KJfggJfcl6WkZ+T3y36aXGA6hkd0+/+mm87jtjHMrKEkIA6zkHJHKL2t/Q9L1wDtz0Mdtzy2Ttqc7ktENLrq8p/MhhBB6TwxY01ZtzkjDeSP1euojmcPqoWBbk5ZcFzAS+DPlF24MIYTQCwNVkfRVt0uk2N7W9mtJy438g+2xtscA+wM/668ChhDCOqeiJVL6S5m1tnYtbD6F7euBv29dkUIIYR03yCqSMvNIlkn6CnApqehTSSvyhhBCqFq1q//2izJ3JIcA40jLuF+VHx/SykKFEMI6bW26I8lr1J9g+9h+Kk8IIazz+nmJlKb1WJHYXiVpl/4qTAghhMHXtFWmj2SupGtIa64U16iPkVshhFC1Nmu2KqNMRTKa1LleXJPexBDgEEJojbWtIrH98UZxQgghVGMgZ7b3VZmtdscD/wnsTqonbwGOtb2oxWULXXho7zU2fQwVm/novIEuQljHqXNw1SRlhv9eCFwDbAFsCVybw0IIIVSt7NDfNqprylQk42xfaHtlPi4izSUJIYTQAnK5o12UqUiWSZoqaWg+ejWzPaeZK+m6/PwkSYsl3ZWPfXP4cEkXSrpH0jxJkwt5zJL0x0KazXL4WYWwByStKKRZVTh3TSF8W0m3S1og6TJJw8u+lhBC6BeD7I6kzKitTwDfB87Kz2/NYWUdC9wHFDfCOsv2t+vifRLA9s65orhe0q62a1NzDrXdUUxg+7jaY0mfAd5cOP2i7YldlOe0fP0Zks4FjgTO6cXrCSGElqrqbkPSVsAPgdcAncA029+tJvfVGt6R2P6z7Sm2x+XjA7YfLpN57qjfD/hBieg7ATfmay4BVgCTylwnOwT4SYPyiDSM+YocdDHwgV5cI4QQWq+6O5KVwOdsvw54O/CvknaqurgNKxJJ4yVdJWmJpCckXZkriDLOBo4n1YRFR0u6W9J0SaNy2DzgAEnDJG0L7AJsVUhzYW6m+mquEIpl3Ia0P8pNheANJHVI+p2kWmUxBlhhe2V+vog0gKCr131UTt+xdOnSki83hBCa5LRESpmjYVb2Y3mzKmw/S2od6vI7rxktG7UlaX9gie05dafOAbYDJgKPAWfm8OmkL/YOUgU0m1SbQmrW2pm0BeQ7gcPq8jwYuML2qkLY1rYnAR8Fzpa0HWmIdr0u63Xb02xPsj1p3LgYWxBC6B+1eSQlO9vH1n7w5uOobvOVJpCa/2+vusxl+kjG2S5WHBdJ+rcS6XYHpuTO9A2AEZIutT21FkHS+cB1APkuodjnMRtYkM8tzn+flfRj4K2kdr+ag4F/LV7c9qP570OSZpHewCuBkZKG5euNBx4t8VpCCKH/uHQnybL8g7lHkjYmff/9m+1nmilaV1o2asv2CbbH255A+qK/yfZUSZsXon0QuBdA0oaSNsqP9wJW2p6fm7rG5vD1SDs03lvLQNKOwCjgtkLYKEnr58djSZXafNsGbgYOylEPB64u8R6EEEK/qXL4b/7evBL4UavWSOztqC2Tmpx6M2qr3umSJua8FgKfyuGbATMldQKLWd18tX4OXw8YCvwPcH4hv0OAGbmSqHkdcF7OawjwLdvz87kvADMknQrMBS5o4rWEEEK1Khzam/uTLwDus/2danLt4joufwu1zpo0aZI7OjoaR+xB5+M7VFSa0J19tnhTJfnEEinrpiGveaCSfCTNKdPc1J2NR2/lN+5VpvcAbvvpv/d4LUl7AP8L3MPqQU9fKm6fXoUya21dTFpba0V+Pgo403YzdyUhhBC6UdXGVrZvoetBRpUq07T1xlolAmD7KUlv7ilBCCGEPjK96WxvC2U624cU5nogaTTlKqAQQgh9MNjW2ipTIZwJzJZ0Bamu/DDwjZaWKoQQ1mVtVEmUUWZjqx9K6iAtLSLgHwsjoEIIIVRordzYCiBXHFF5hBBCq9mDbmOr6OsIIYR2M7jqkahIQgih3Qy2pq0yq/8eXRy1FUIIoYUMdLrc0SbKDP99DXCnpJ9Kel/9Eu4hhBAqNsh2SCyzsdVXgO1J67UcASyQ9B95WfYQQggVG2zzSMrckZAXRHw8HytJq+1eIen0FpYthBDWSep0qaNdlFlr6xjScuvLSFvmft72S5KGkPYLOb61RQwhhHVImzVblVFm1NZY0iTEV+zTbrsz74IYQgihImlC4uCqScrMbP9aD+fuq7Y4IYQQqGj13/4S80hCCKHNrHV3JCGEEPrRWtpHEkIIod+014isMqIiCSGEdjPImrZKzSNphqShkuZKui4/P0nSYkl35WPfHD5c0oWS7pE0T9LkQh6zJP2xkGazHH6EpKWF8H8qpDlc0oJ8HF4I31bS7Tn8MknDW/0ehBBCaU5b7ZY52kV/3JEcC9wHjCiEnWX723XxPglge+dcUVwvaVfbtbfrUNsdXeR/me2jiwF5F8cTgUmk1sY5kq6x/RRwWr7+DEnnAkcC5zT5GkMIoTpxR7KapPHAfqSJjI3sBNwIYHsJsIJUEfTFPsANtpfnyuMGoLZO2J7AFTnexcAH+niNEEJojUG21lar70jOJs1836Qu/GhJHwM6gM/lL/t5wAGSZgBbAbvkv3fkNBdKWgVcCZyal20BOFDSu4AHgONsPwJsCTxSuN6iHDYGWGF7ZV34GiQdBRwFsPXWW/fltYd+NvPReQNdhBAqoc42arcqoWV3JHnW+xLbc+pOnQNsB0wEHiPtCQ8wnfTF3kGqgGaT1vWC1Ky1M/DOfByWw68FJth+I/A/pDsMSJND67mH8DUD7Wm2J9meNG7cuJ5eagghVMekCYlljgYkTZe0RNK9rSoutLZpa3dgiqSFwAxgT0mX2n7C9qrc93E+8FYA2yttH2d7ou0DgJGktbywvTj/fRb4cSHNk7b/mq93PukuBlKFtFWhLOOBR0nrhY2UNKwuPIQQ2oIwcrmjhIuA97W2xC2sSGyfYHu87QnAwcBNtqdK2rwQ7YPAvQCSNpS0UX68F7DS9nxJwySNzeHrAfsX0hTzmkLq1AeYCewtaVTelGtvYGZuDrsZOCjHOxy4uurXHkIITbHLHQ2z8W+B5a0u7kDMIzld0kTSDdxC4FM5fDNgpqROYDGrm6/Wz+HrAUNJTVjn53PHSJpCagJbTtovBdvLJZ0C3JnjnWy79mZ+AZgh6VRgLmmflRBCaB/lR22NlVQczTrN9rQWlKhH/VKR2J4FzMqPD+smzkJgxy7Cn2d1k1X9uROAE7o5N53U71If/hC5aSyEENpOrY+knGW2+zq6tTIxsz2EENrMYBu1FRVJCCG0lXL9H+2k5UukhBBC6AVTWWe7pJ8AtwE7Slok6chWFDnuSEIIod1U1LJl+5BqcupZVCQhhNBmYmOrEEIIzYmKJIQQQp/ZsCpGbYUQQmhG3JGEEEJoSlQkIYQQ+sxA7NkeQgih7wyOPpIQQgh9ZaKzPYQQQpOijySEEEJToiIJIYTQd4Nv0caoSEIIoZ0YiGXkQwghNCXuSEIIYfDpfHyHgS5CFkukhBBCaIbBMY8khBBCUwbZzPaW75AoaaikuZKuy89PkrRY0l352DeHD5d0oaR7JM2TNLmQxyxJfyyk2SyHf1bSfEl3S7pR0jaFNKsK8a8phG8r6XZJCyRdJml4q9+DEELolYp2SOwv/bHV7rHAfXVhZ9memI9f5rBPAtjeGdgLOFNSsXyHFtIsyWFzgUm23whcAZxeiP9iIf6UQvhp+frbA08BLdl6MoQQ+sROo7bKHG2ipRWJpPHAfsAPSkTfCbgRIFcUK4BJPSWwfbPtF/LT3wHjG5RHwJ6kSgfgYuADJcoWQgj9J+5IXuFs4HjW3IH46NwcNV3SqBw2DzhA0jBJ2wK7AFsV0lyYm6m+miuEekcC1xeebyCpQ9LvJNUqizHACtsr8/NFwJZdFVzSUTl9x9KlS0u/4BBCaI7xqlWljnbRsopE0v7AEttz6k6dA2wHTAQeA87M4dNJX+wdpApoNlD7wj80N3m9Mx+H1V1rKunu5YxC8Na2JwEfBc6WtB3QVQXUZbVue5rtSbYnjRs3rsQrDiGECtSWkS9ztIlW3pHsDkyRtBCYAewp6VLbT9he5TS+7XzgrQC2V9o+LvdpHACMBBbkc4vz32eBH9fSAEh6L/BlYIrtv9bCbT+a/z4EzALeDCwDRkqqjVYbDzzaotcfQgh9485yR5toWUVi+wTb421PAA4GbrI9VdLmhWgfBO4FkLShpI3y472Albbn56ausTl8PWD/Qpo3A+eRKpFaBzySRklaPz8eS6rU5ts2cDNwUI56OHB1a96BEELoPQPudKmjDEnvy6NeH5T0xVaUeSDmkZwuaSLp/VoIfCqHbwbMlNQJLGZ189X6OXw9YCjwP6Q7GUhNWRsDl+dukz/nEVqvA87LeQ0BvmV7fk7zBWCGpFNJo74uaNULDSGEXnN1G1tJGgr8F2kk7CLgTknXFL4PK9EvFYntWaTmJWwf1k2chcCOXYQ/T+p47yrNe7sJnw3s3M25hyg0jYUQQrupsCP9rcCD+XsPSTOAA4DBV5EMdnPmzFkm6eEKshpL6qdpB+1UFojyNNJO5WmnskD7lWeNH8S98SxPzfwfXzG2ZPQNJHUUnk+zPa3wfEvgkcLzRcDbmilfV6IiKcF2JcO2JHXkkWQDrp3KAlGeRtqpPO1UFmjP8jST3vb7qioLvRip2oz+mNkeQghhYCzilfPxWjJSNSqSEEJYe90JbJ/XGBxOGkF7TYM0vRZNW/1rWuMo/aadygJRnkbaqTztVBaI8nTL9kpJRwMzSaNep9v+Q9XXkdtovZYQQgiDTzRthRBCaEpUJCGEEJpjO44eDtKY8LsKxzPAvwGjgRtI64HdAIwqpDkBeBD4I7BPF3leA9xbeL4+cFlOczswoXDu8HyNBflxZeUBhpPacx8A7gcOHODyHALcA9wN/AoY2+rykFaEvhl4Dvh+3b/TLrk8DwLfY3VTcNnyfKGKsgAbAr/I/0Z/IK3U0PLPTk/vzUB8lhv8WzX7Wa7k36qqz/FAf+/1+ntyoAswmA5SZ9XjwDakTbS+mMO/CJyWH+9EWhJ/fWBb4E/A0EIe/0haeLL4n+9fgHPz44OBy/Lj0cBD+e+o/HhUVeUBvg6cmh8PKXzg+708pIEfSwplOB04qR/KsxGwB/Bp1vxCuAPYjTQW/3rg/X0tTzNlIVUk786PhwP/20xZqnhvBuiz3NO/VWWf5Sb/rSr/HA+GY8ALMJgOYG/g1vz4j8Dm+fHmwB/z4xOAEwppZgK75ccbA7eQvkzv7SbOMNIsXZF+2ZxXiHcecEiF5XkE2KiL19nv5QHWA5bm/7wCzgWOanV5CnGPqPtC2By4v/D85Wv1pTzNlKWLf5/vAp8cqPdmoD7LDcpT2We5yc9N5Z/jwXBEH0nvHAz8JD9+te3HAPLfzXJ4V0sS1DbPOoW0/8oLvNLLaZw23XqadOvcU15NlUfSyFqZJP1e0uWSXj1Q5bH9EvDPpCaBR0lfUBfUp2lBebqzZc6vq7z7Up5myvKy/O/2D+TdRPtYlirKMxCf5S614LPc57K06HPc9qIiKSlP5pkCXN4oahdhzise/53tq8qm6SG86fKQfhGNJ/3yegtwG/DtgSpPXt35n0n7xmxBal8+oR/K06ty9qU8FZQlXTTto/MT4HvOi/D1tiw5n6bKM4Cf5e5U9lmu4L2p9HM8WERFUt77gd/bfiI/f6K2t0r+W9sPpbslCXYDdskbfd0C7CBpVn2a/GWxKbC8h7yqKM+TpF+TtS+Dy4G3DGB5JgLY/pPT/f1PgXf0Q3m6syjn11XevS1Ps2WpmQYssH12XTn7+70ZqM9yd6r8LDdblqo/x4NCVCTlHcLq211Io1UOz48PZ/UGWdcAB0taP+89vz1wh+1zbG/htNHXHsADtid3kddBpE3ATGpT3Ttv1DWK1HY7s6LyGLgWqJXhPaxeWrrfy0Pag2YnSbUFMvcC7uuH8nQpN2M8K+ntSpvdfKzuNfSmPE2VBSDvn7MpaSRR0UC8NwP1We6uPFV+lpv9t6r6czw4DHQnzWA4SKNmngQ2LYSNIbVTL8h/RxfOfZk0GumP5NE1dflN4JUdlBuQfkU9SPpSfW3h3Cdy+IPAx6ssD6lD8Lek2+8bSfvcD2R5Pk36T3c36YthTD+VZyHpl+FzpF+HO+XwSaTdOP8EfJ/Vw39Ll6eKspB+oTq/N7Xhqf80kO/NAH6Wu/u3avqzXGFZKvkcD6YjlkgJIYTQlGjaCiGE0JSoSEIIITQlKpIQQghNiYokhBBCU6IiCSGE0JSoSMJaQdJCSWPz49lN5HOEpC0qKtM4SbdLmivpnVXkWch7iqQv9jHtl+qe9/n9CgFih8QwCEka5rRWUTFsITDJ9rIm854F/LvtjmbyyXkdTJonc3jDyF2nX+N1VkHSc7Y3rjrfsO6KO5LQZ5J2lXS3pA0kbSTpD5Le0EW8j+V48yRdksO2kXRjDr9R0tYNwi+S9B1JNwOnSRoj6df51/55FNYrkvRc/jtZ0ixJV0i6X9KP8ix1JH1N0p2S7pU0TclBpEmIP5J0l6RXSdpF0m8kzZE0s7ZcRt3rW6PMSutRnQ7sW8urLs1CSadJuiMff9fN6xwt6ec5799JemOOd4Sk7+fH4yRdmV/PnZJ2z+EbS7pQ0j05/YGSvgW8KpfpR3XvlySdkd+TeyR9pNH7GAIQM9vjaO4ATiUtkPdfFJaHL5x/PWkGe21/htH577XkDXxIs3p/3iD8IuA6Vu+l8j3ga/nxfqSZ37VrPJf/TiatsDqe9KPpNmCPYjny40uAf8iPZ5HubCAtCT4bGJeffwSY3sVr7K7MR9D9hlALgS/nxx8Druvmdf4ncGJ+vCdwV33epD1Baq9ra+C+/Pg04OzCNUcV359CeO39OpC0edNQ4NXAn0lLp3f7PsYRh22GEUJzTgbuBP4CHNPF+T2BK5ybnGwvz+G7kTZGgvRFfnqDcIDLba/Kj99Vi2f7F5Ke6qZ8d9heBCDpLtKSHrcA75Z0PGlZjNGknQevrUu7I/AG4Ib8A3wo8FgX1+ipzD35SeHvWYXw4uvcg/QFj+2b8p3YpnX5vJe0vlPt+QhJm+Twg2uBtrt7j2r2AH6Sr/2EpN8Au5J2C+zufQwhKpLQtNGkTY7WI60l9HzdeVFuSezu4hTD6/Muk+9fC49XAcMkbQD8N+nO4xFJJ5HKXk/AH2zvVuI6vS1XfbzuXmeZJcaHkDZMerEYmJufetMJ2lNz1RrvYy/yDWu56CMJzZoGfBX4Eakppd6NwIcljQGQNDqHz2b1r+VDWf3rtrvwer/N55H0ftIWpWXVKo1lkjYmrcRa8yywSX78R2CcpN3yddaT9Pou8itb5nofKfy9rZs4xdc5GVhm+5m6OL8Gjq49yf0zXYXX3qOXlPbN6OpaH5E0VGn12neRFhcMoUdRkYQ+k/QxYKXtHwPfAnaVtGcxju0/AN8AfiNpHvCdfOoY4OOS7gYOA45tEF7v68C7JP2etOz2n8uW2/YK4HzSLnY/JzXN1VwEnJubb4aSKpnTctnvYvXeEkVly1xvfUm35/jHdRPnJGBSzvtbrF6GHFbfbRxTiyNpPmn1WUj9V6Ny5/k84N05fBpwd62zveAq0oq184CbgONtP17ytYR1WAz/DWEAqMnhypI+B4ywfWKlBQuhD6KdM4RBRtKnSaO2/rFB1BD6RdyRhBBCaEr0kYQQQmhKVCQhhBCaEhVJCCGEpkRFEkIIoSlRkYQQQmjK/wccqF5JhpmMMwAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "
" ] @@ -293,6 +311,24 @@ "outputs": [ { "data": { + "text/html": [ + "
<xarray.Dataset>\n",
+       "Dimensions:                (drclassdcd_categories: 9, hzdept_r: 11, x: 15, y: 19)\n",
+       "Coordinates:\n",
+       "  * y                      (y) float64 4.597e+06 4.597e+06 ... 4.595e+06\n",
+       "  * x                      (x) float64 7.004e+05 7.004e+05 ... 7.018e+05\n",
+       "  * hzdept_r               (hzdept_r) float64 0.0 5.0 15.0 ... 105.0 120.0 150.0\n",
+       "  * drclassdcd_categories  (drclassdcd_categories) object 'Excessively drained' ... 'nodata'\n",
+       "    spatial_ref            int64 0\n",
+       "Data variables:\n",
+       "    drclassdcd             (hzdept_r, y, x) object 'nodata' ... 'Well drained'\n",
+       "    hzdepb_r               (hzdept_r, y, x) float64 nan nan nan ... 180.0 180.0\n",
+       "    claytotal_r            (hzdept_r, y, x) float64 nan nan nan ... 21.0 21.0\n",
+       "    sandtotal_r            (hzdept_r, y, x) float64 nan nan nan ... 10.0 10.0\n",
+       "    silttotal_r            (hzdept_r, y, x) float64 nan nan nan ... 69.0 69.0\n",
+       "Attributes:\n",
+       "    grid_mapping:  spatial_ref
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+       "Coordinates:\n",
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+       "  * x            (x) float64 -47.27 -47.27 -47.27 ... -47.27 -47.27 -47.27\n",
+       "    spatial_ref  int64 0\n",
+       "Data variables:\n",
+       "    test_attr    (y, x) float64 1.3 1.3 1.3 1.2 1.3 1.3 ... 2.3 1.3 1.9 1.3 1.3\n",
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\n", 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2W7sfVkREf7OnYMFge0H5+fLhzpH0414EFRExCAZxEZ46Rm1jkLQ28C7gpSXpAuBLth+1vXsPY4uI6GtTro2hyReBtYH/LsdvLWkHDXtFRMQkZ8TqqdorCXiB7R2ajs+XtKRXAUVEDIpJ+sBQa0qMVWVQGwCS/gpY1buQIiIGgLu3HkO/qfPEcAjwU0nXUY1jeApwYE+jiogYBJP0kWHEgqGsQboD8HSGTrudKTEiYsobxKeBOkasSrK9CniT7YdtLy1bCoWImPIMrF6tWtugqVOVdKGkY4HTgAcaibYv6VlUERH9zsAkfWKoUzDsWH4e1ZRmYLfuhxMRMTim7DiGkUY+R0RMaX1YMJT1cmbbvrHTPOos7bmZpM9LukTSYknHSNqs0xtGREwO9bqqTnQDdVny84fjyaPOOIZvAXcAb6Baa/QOqvaGiIipzTW3iXeJpBd0enGdgmFL2x+1fX3ZPgY8sdMbRkRMCgavVq1tNJJmSPq1pCWSrpT0kTbnzJd0h6TLyjbStEQvBC6SdK2kpZIul7S07lur0/j8Y0n7Ad8ux3sD59S9QUTE5NW1aqKHgd1srygTl/5C0o9sX9xy3mm231Mjv1eNJ5g6Twz/AJxKFfjDVFVL75B0v6T7xnPziIiB1qWqJFdWlMO1yzaeSqiP2f5D8wZ8rO7FoxYMtmfanmZ77bJNK2kzbc8a7XpJ0yVdKumslvTPS1oxzDVrS/paefy5StLhdd9QRMSEqV8wbC5pUdO2oDWr8ll5GXA7cK7tX7W54xtK1dAZZSXN4Wzfmjfw/LpvayLmjD0YuKo5QdJcYJMRrtkHWNf2c6jezDskzelVgBERY9YY4FZng+W25zZtx/9FdvYq2zsCs4GdJD275ZTvA3NsPxc4F/haax6SDpd0P/BcSfeV7X6qwmZh3bfW04JB0mzgtcAJTWnTgU8DHxjhUgMbSFoLWA94BEi1VUT0lWp5z9G3seXpe4CfAq9uSb+zaUqiE2jzBGD7P23PBD5te1bZZtrezPZhdWMYtmCQ9NS6mYzgc1QFwOqmtPcAC23fOsJ1Z1BNv3Er8Efgv2zf1SbGBY1Hs0cyhVNETLTVqreNQtIWkjYu++sBrwR+13LOlk2H82ipiWmxU5t7nFfnLcHIvZLOAJ4v6Tzbr6ibYVMQewK3214sadeSthVVNdGuo1y+E9WaD1tRVTn9XNJPbF/XfFJ5HDseYKPpm/XhGMSImMzUvU+dLYGvlRqVacC3bZ8l6Shgke2FwHslzQNWAncB8/8iHmkGsAFVm8YmPN5tahawdd1gRioYpkn6IPAMSf/S+qLtz46S9y7APEl7ADNKYFdS9WxaVo3aZn1Jy2w/reXaNwNn234UuF3ShcBc4DoiIvpBFwev2V4KPK9N+hFN+4cDo3XEeQfwPqov1Yt5vGC4Dzi2bjwjtTHsR/WtfS1gZpttRLYPtz3b9pyS1/m2N7H9JNtzSvqDbQoFqKqPdgOQtAGwMy2PVRERa1bNhucJnBLD9jG2nwocYvuvbD+1bDvYrl0wDPvEYPtq4JOSltr+UTeCHkl5RJpbSsj/B5wo6UqqEu/EUqJGRPSPPq3Atv2F0qvpWVQ1No30k+tcX2fk8y8lfRZ4aTn+X+Ao2/eOIcgLgAvapG/YtL+Q0p2qDPTYp27+ERFrxOrRT1kTJH2Yqi33WVQT6r0G+AVQq2Co0131q8D9wBvLdh9wYgexRkRMHmMbxzDR9gZeAdxm+0CqJZo3qntxnSeGbW2/oen4I2V0XkTElNbFXknd9pDt1ZJWSppFNcBtpJHSQ9R5YnhI0osbB5J2AR4ae5wREZNM/067vaiMi/gyVe+kS4CL6l5c54nhncDJkhqPIXcDbxtrlBERMTFs/2PZPU7S2cCs5g48kra3feVw19dZ2nMJsEN5HMF2pqaIiKCvq5IeY/uGNslfB/5muGvqPDE0Mk+BEBHRYGpNd9GnRgy8dsEQEREtBuCJYRgjRp6CISKiQ4NQldSJUXslSVpf0ockfbkcP71MkBcRMbX1b6+k0Twy0ot1uqueSDXx3YvK8c2MYYm4iIhJq08LhnZTbDen2d55pOvrDnDbV9KbSoYPqkyNGhExVcn9V5VUpt1enx5Ou93wSFk4wuXG21I9QURETG391yupK9Nu1ykYjgTOBraR9A2qdRYOHEukERGTUb89Mdg+BjhG0j/Z/kKn+dQZ4PZjSYup1kQQcLDt5Z3eMHpv2nrrrekQJr3799yhZ3m/Ztve5Lt6x2f0JN9p/L4n+Q6EPisYmtwmaabt+yX9O9Vgto/ZvqTOxXV6JZ1XFqH+ge2zbC8fy9qhERGTkh9vZxhtG42kGZJ+LWmJpCslfaTNOetKOk3SMkm/kjRnhCw/VAqFFwN/C3wF+GLdtzZswVAC3ZTSiCFp07LNYQyNGBERk1b3eiU9DOxmewdgR+DVklp7Dv09cHdZ9fJo4JMj5Leq/HwtcLztHwDr1IqEkauSutKIERExWalLC/XYNrCiHK5dttYiZS+qNl+AM4BjJalc2+pmSV8CXkm1Eue61BueACOd2K21QyMigs0lLWraFrSeIGl6WevmduBc279qOWVr4EYA2yuBe4HNhrnfG4FzgFfZvgfYFHh/3WDrND6Pa+3QiIhJq37j83Lbc0fMyl4F7FjWUThT0rNtX9FRWNV4s9uBFwPXACvLz1pGLRjGu3ZoRMSk1KMBbrbvkfRT4NVAc8FwM9UqbDdJWotqqc472+VRPrfnAttRzV6xNnAK1XCDUdWpcxrX2qEREZNWlxqfJW1RnhQoA4pfCfyu5bSFPL5I2t7A+cO0LwD8X2Ae8ACA7VuAmTXfVa0BbuNaOzQiYtLq3hPDlsDXJE2n+sL+bdtnSToKWGR7IVWX069LWgbcBew3Qn6P2LakxowVG4wlmDoFQ+vaoSsYw9qhERGTkehqr6SlwPPapB/RtP9nYJ+aWX679EraWNI/AG+n+gyvpU7j84hrh0ZETEl9OIleky2ourTeR9XOcATVQLdaai3UI2lr4CmN8yW91PbPxhxqRMRk0r8FwyttHwqc20iQ9Bng0DoX1+mV9ElgX+C3PD6azkAKhoiY2vqsYJD0LuAfgb+S1FyzMxO4sG4+dZ4YXgdsZztTbUdENOnDqqRTgR8B/wkc1pR+v+276mZSp2C4jqoPbAqGiIhmfVYw2L6XakT0m8aTT52C4UHgsjKj6mOFg+33jufGEREDzd3rldRv6hQMC8sWERHN+uyJoVvqdFf92kQEEhExaPqwjaErRlqP4dvl5+WSlrZudW9QZgy8VNJZLemfl7RihOueK+mismjF5WWR64iI/tG99Rj6ykhPDAeXn3uO8x4HA1cBsxoJkuYCmwx3QZkg6hTgrbaXSNoMeHSccUREdM+AfujXMWzBYPvW8vMPnWYuaTbVCkIfB/6lpE0HPg28mWqip3Z2B5baXlJiaDuDYETEmiImb1XSsAWDpPsZoTy0PWu415p8DvgAQ2f1ew+w0PatktpfBc8ALOkcqqHd37L9qTYxLgAWAMwY2xxRERHjNuUKBtszASR9FLgV+DpVIfkWqpkARyRpT+B224sl7VrStqKaBGrXGnG9GHgBVXfZ8yQttn1eS4zHA8cDbDR9s0n6TxQRfWuSfurU6a46ryxQ3fBFSUuoJmUayS7APEl7UK38Ngu4kmosxLLytLC+pGVlcetmNwE/s70cQNIPgb8BziMiol9M0oKhzkI9D0h6S+ldNE3SWyiLP4zE9uG2Z9ueQzVv+Pm2N7H9JNtzSvqDbQoFqNYqfY6k9UtD9Muo5mqKiOgPZXbVOtugqVMwvJlqYek/lW2fktZVkuaVRSmwfTfwWeA3wGXAJbZ/0O17RkSMyxTsrtroQfQe23uN5ya2LwAuaJO+YdP+kBHWtk+h6rIaEdGXpuSUGLZXSXrxRAUTETFIBrGaqI46jc+XSloInE5T24Lt7/YsqoiIftfFaiJJ2wAnA08suR5v+5iWc3YF/ge4viR91/ZR3YlgqDoFwwzgTmC3pjQDKRgiYmrr3hPDSuBfbV8iaSawWNK5tls73fzc9nhnoxhVnUn0Dux1EBERg6abI5/LTBON2Sbul3QVsDVrqDfmqL2SJM2WdKak28v2nTLVRUTElKbVrrUBm0ta1LQtGDZPaQ7wPOBXbV5+kaQlkn4kafuevCnqVSWdSLVc3D7leP+S9speBRUR0ffG1saw3Pbc0U6StCHwHeB9tu9refkS4Cm2V5SBw98Dnl4/4PrqjGPYwvaJtleW7SSq+YsiIqa0bg5wk7Q2VaHwjXade2zfZ3tF2f8hsLakzbv4dh5Tp2C4U9L+ZeTzdEn7UzVGR0RMbV0a4KZqjqCvAFfZ/uww5zypnIeknag+v3vyWVynKuntwBeAo8vxhUAapCNiyuviOIZdgLcCl0u6rKR9EHgygO3jgL2Bd0laCTwE7Ge7JyMp6vRK+gMwrxc3j4gYaN3rlfQLqo5OI51zLHBsd+44svRKiojohKspMepsg6ZOG8OJVHMYbVW275e0iIgpqzGOYarOrppeSRER7dj1tgGTXkkRER2ayk8Mb6daj+E2qiHbe5NeSREx1dXtqjqABUN6JUVEdGgQG5brqNMr6WuSNm463kTSV3sbVkRE/5usvZLqDHB7ru17Gge275b0vB7GFBHR/8xANizXUaeNYZqkTRoHkjalXoESETGpTdbG5zof8J8BLpJ0ejneB/h470KKiBgQA/ihX0edxueTJS3i8RXcXt9mVaGIiCmlmwv19JtaVUKlIEhhEBHR4McW4Zl00lYQEdGpyVkupGCIiOjUZK1KqjOO4Z+aeyVFRATV08Jq19sGTJ3uqk8EfiPp25Je3VhBKCJiypukU2KMWjDY/neqBae/AswHrpH0H5K27XFsERF9bbKOY6jzxEBZPu62sq0ENgHOkPSpHsYWEdHXtNq1tlHzkbaR9FNJv5V0paSD25wjSZ+XtEzSUkl/05M3RY3G5xLgAcBy4ATg/bYflTQNuAb4QK+Ci4joW92tJloJ/KvtSyTNBBZLOrdlzNhrqGpvng68EPhi+dl1dXolbUo1qO0PzYm2V0vasxdBRUT0u2qAW3dKBtu3Ui1rgO37JV0FbM3Q8WN7ASeXGpyLJW0sactybVfVaWP4cGuh0PTaVaNdXxb3uVTSWS3pn5e0YpRrnyxphaRDRrtPRMSEW11zg80lLWraFgyXpaQ5wPOAX7W8tDVwY9PxTSWt6yZiHMPBwFXArEaCpLlU7RSj+Szwox7FFRExLmN4Ylhue+6o+UkbAt8B3mf7vvHENh61Gp87JWk28FqqtolG2nTg04zSNiHpdcD1wJW9jDEioiNdXsFN0tpUhcI3bH+3zSk3A9s0Hc8uaV3X04IB+BxVAdC8VMV7gIUj1YuVUvNQ4CMjZS5pQePR7BE/3I14IyJqqtcjqWavJFENCbjK9meHOW0hcEDpnbQzcG8v2hegh1VJpWH6dtuLJe1a0raimrZ711EuPxI42vaKkcbT2T4eOB5go+mbDWBv4YgYaN1bqGcX4K3A5ZIuK2kfBJ5c3cbHAT8E9gCWAQ8CB3br5q162cawCzBP0h7ADKo2hiuBh4Fl5QN/fUnLbD+t5doXAnuXcRIbA6sl/dn2sT2MNyKiPndv2U7bv6Dq6DTSOQbe3Z07jqxnBYPtw4HDAcoTwyG2h3RvlbSiTaGA7Zc0nXMksCKFQkT0nSm8tOeEkDRP0lFrOo6IiNom6VxJEzLttu0LgAvapG/YtL+QqnGl9ZwjexhaRETHtLpLdUl9JusxRER0wgztbzmJpGCIiOiAcNemxOg3KRgiIjqVgiEiIoZIwRAREY9JG0NERLRKr6SIiGjiVCVFREQTk4IhIiJaTM6apBQMERGdyjiGiIgYKgVDREQ8xoZVk7MuKQVDRESn8sQQERFDpGCIiIjHGKixnvMg6puFeiIiBovBq+tto5D0VUm3S7pimNd3lXSvpMvKdkTX306TPDFERHTCdLPx+STgWODkEc75eevyyL2SgiEiolNdamOw/TNJc7qSWRekKikiolN2vQ02l7SoaVvQwd1eJGmJpB9J2r7L72SIPDFERHRkTJPoLbc9dxw3u4Xq2eIAAA4oSURBVAR4iu0VkvYAvgc8fRz5jShPDBERnTCwenW9bby3su+zvaLs/xBYW9Lm4854GCkYIiI6Vb8qaVwkPUmSyv5OVJ/dd44742GkKikioiPdmxJD0jeBXanaIm4CPgysDWD7OGBv4F2SVgIPAfvZvRtdl4IhIqITBtcYo1ArK/tNo7x+LFV31gmRgiEiolOTdORzCoaIiE5lrqSIiHiM3ZUeR/0oBUNERKfyxBAREY8zXrVqTQfREykYIiI6MYmn3U7BEBHRqS51V+03PR/5LGm6pEslndWS/nlJK4a55pWSFku6vPzcrddxRkSMhQGvdq1t0EzEE8PBwFXArEaCpLnAJiNcsxz4O9u3SHo2cA6wdU+jjIgYCztPDJ2QNBt4LXBCU9p04NPAB4a7zvaltm8ph1cC60lat5exRkSMlVetqrUNGvVwug0knQH8JzATOMT2npIOBqbZPlrSCtsbjpLH3sA7bf9tm9cWAI15zZ8NtF0Wr49tTvV0NEgGLeZBixcS80TYzvbM8WQg6Wyq913HctuvHs/9JlLPqpIk7QncbnuxpF1L2lbAPlSTRdXJY3vgk8Du7V63fTxwfDl30TjnO59wibn3Bi1eSMwTQdKi8eYxSB/0Y9XLNoZdgHllUYkZVG0MVwIPA8vKDLLrS1pm+2mtF5dqqDOBA2xf28M4IyKiSc/aGGwfbnu27TnAfsD5tjex/STbc0r6g8MUChsDPwAOs31hr2KMiIi/1DcL9UiaJ+mocvge4GnAEZIuK9sTRsni+N5G2BOJufcGLV5IzBNh0OKdUD1tfI6IiMHTN08MERHRH1IwRETEULb7YgM2Bc4Frik/NxnmvLeVc64B3taU/nzgcmAZ8HkeryZrmy/VyOszgaXAr4FnN+X1auDqktdhfRTzRsD3gSVUPbwObMrrUyXtqua8+jjeJwM/LvH+FpjT77/j8vos4Cbg2H6OF9gRuKikLQX2HZC/47b36IOY3w9cVrYrgFXApuW1fy7v4wrgm8CMsX7+9du2xgNo+of6FOVDGDgM+OQwfwzXlZ+blP3GP9yvgZ0BAT8CXjNSvlSjrz9c9p8JnFf2pwPXAn8FrFP+eJ/VJzF/sGl/C+CuEuP/AS4ssU+n+kDYtV/jLccXAK8s+xsC6/fz77jpXscApzJ8wdAX8QLPAJ5e0rcCbgU27vOYh73Hmo65Jd+/o+plCdVUPdcD65XjbwPzu/W5uKa2NR5A0y/7amDLsr8lcHWbc94EfKnp+EslbUvgd+3OGy5fqu6wL2m65lrgicCLgHOa0g8HDu+TmA8H/rv8MT+V6tvOtBLzYmA9YH1gEfDXfRzvs4Bf9OnfRduYy2vPB74FzGf4gqFv4m255xJKQdGvMQ93j36IuSXfU4F/KPtbAzdSFT5rAWcBu9f52+7nrZ/aGJ5o+9ayfxvVh3Srxj9Cw00lbeuy35o+Ur5LgNcDSNoJeAowe4R79EPMxwJ/DdxC9Rh8sO3Vti8Cfkr1rfBWqoLtqn6Nl+rb7D2Svltm3v10mUOrnb6IWdI04DPAIcPE2VfxNt+s/H2vQ/Xlp59j7uf/ewBIWp+qqvk7ALZvBv4L+CPV/717bf94mJgHxoSuxyDpJ8CT2rz0b80Hti3J3b5/S76fAI6RdBnVH+elVPWGrQ4FtmxM69FkTcT8Kqo6zt2AbYFzJf0ceALVf7TZVHW3/yzpTcCDfRrvWsBLgOdR/Ye6GXizpLtbsuunmA8Afmj7JknvB57Uz38Ttu8DkLQl8HXgXmBpmXGgL2Nuc9l8qtkR5rekr4mYG/4OuND2XQCSNgH2onryuQc4XdL+tk/pdjwTaUILBreZCK9B0p8kbWn71vLHfHub025m6DxLs6nqqm8u+83pN5f9tvmW/zgHlnuLqp7wOqrqmG2a8vpGOf8/13TMJd5PuHqGXSbpeqr2kZcBF9teAbxc0hHAn21/qk/jvQm4zPZ1Ja5DgJ1tv7s1mD6K+UXASyT9I1WbyNrAWbYP69N4fy1pFlWV6b/ZPqNNHP0Wc+s9fgJcYPubfRBzw35UDcwNfwtcb/uOEtd3qdr8Brpg6KeqpIVUPQgoP/+nzTnnALtL2qSU1LtTVZvcCtwnaefyIX9A0/Vt85W0saR1SvpBwM9KYfEb4OmSnlpe36/kscZjpvp2/YoS/xOB7agKsz8CL5O0lqS1qQqKdlVJ/RLvb4CNJW1RztuNqmdSO30Rs+232H6yq6lcDgFObi0U+ine8rd7Zolz2EKhn2Ie7h59EjOSNqL6v9V8rz8CO0tav+T1Ctr/3xssvW7EqLsBmwHnUXUT+wmPdwWbC5zQdN7bqRqrljG0m9tcqu5i11LVYWqUfF8E/J6qsem7NPV+APYor11L9W2rX2LeiqqL5+Xluv1L+nSqhrVG18/P9nO85bVXUnWjvBw4iaaeP/0ac1Oe8xm+8bkv4gX2Bx7l8S6WlwE79nPMI91jTcfc9O/+rTaxfAT4Xcnv68C6a+pztFtbpsSIiIgh+qkqKSIi+kAKhoiIGCIFQ0REDJGCISIihkjBEBHjIulfJVnS5m1ee7keX2zrMkl/lvS68to3JF0t6QpJXy1drRvX7VrOv1LS/zalbyzpDEm/k3SVpBeNEttLJV0iaaWkvbv5viezFAwxYSStKD+3kjRa3/qR8nmfqqkJuhHTM8sH0KWStu1Gnk15nyDpWR1ct6OqtdIbx/MktRszscZJ2oZqfMAf271u+6e2d7S9I9V4lQepuqpCNXj0mcBzqAaWHlTy3JhqLqV5trcH9mnK8hjgbNvPBHZg9DEDf6TqZnrqmN/cFJaCIXpC0rCj6m3fYns8397eRzVZYDe8DjjD9vNsDzeX0LBGeZ8H2R5u4N5IdqQaS9PIZ6HtT3SQz0Q4GvgAUKff+97Aj2w/CGD7hy6oZjttjEZ+M/Bd238s590Ojw0weynwlZL+iO17ymvbSjpb0mJJP5f0zHLODbaXAkPmj4qRpWCY5CS9QNJSSTMkbVAezZ/d5rwDynlLJH29pM2RdH5JP0/Sk0dJP0nScZJ+BXyqjB6/SNLlkj7WdK85kq4o+/NVTaZ3tqRrJH2q6bwvSlpUYv5ISXsv1QCpn0r6aUnbvdznEkmnS9qwzfvbUdLFJeYzy2jYPagKmXc18mq5ZoWko8v9z1MZqS3pAkmfk7QIOFjSK8oTx+WlSmTdpvPmjhRj+ff5Zfm9/7p8+B0F7FueZPYtv6Nja/zuP1/yum4iqk0k7QXcbHtJzUtap5No5LM28Fbg7JL0DGCT8vtbLOmAkv5U4A7gxPL7PkHSBuW144F/sv18qpHp/93Zuwqgf0Y+Z+vdBnyMagbI/0ebKcSB7alGem9ejhujSL9PWdyEagTp90ZJP4lq2uHp5XghcEDZfzewouzPAa4o+/OppkPYCJgB/AHYpiWO6VRz3Dy3HN/QFOvmwM+ADcrxocARbd7jUuBlZf8o4HNl/0jgkGF+bwbeUvaPoIx2LrH8d9mfQTWD5zPK8cnA+5rOmztcjFQznl4HvKCkz6Kav2w+TSOrm49H+d2fzuPTmi/r0t/OT6hG9LZuewG/AjZq/TcZJp8tqT7U127z2pcb/x7l+FjgYmCD8ru7hqqwmAusBF5YzjsG+CjV3FUPMXSU91Ut9zgJ2HtN/18clG1CJ9GLNeYoqvmJ/gy8t83ruwGn214O4DJzJNW0Ia8v+1+nWsRkpHRKPo1ZancB3tB03ieHie882/cCSPot1RToNwJvlLSA6sNyS6oPvKUt1+5c0i9UNXPoOlQLFT2mfAvf2HajEfNrVB+io1kNnFb2T6GaOqWhkb4d1SRqv2/K+93A52rEuB1wq+3fwGMTO6K/nAG12Ui/+++5mr76t6rmIBo3DzPxpaTnUH2DX1LinQ1cImkn27e1ueSNwJm2H23J58NUi/W8oyn5JuBO2w8AD0j6GVV7ws+Bm2z/qpx3BtViOtOAe1y1Y0QXpGCYGjbj8RlBZwAP9PBerXnXqXt+uGl/FbCWpKdSVQm8wPbdkk6iir2VgHNtv6mTYMeo+b2M5XfYNsby4dpNzb/HEUuX8bJ9OdV079XNpBuAuY0vF228iWqBnsdIOohqCu5XeOgaEv8DHFvab9YBXggcbfs2STdK2s721VQT1v3W9n2Srpe0j+3TVZVUz3X9Kq5okTaGqeFLwIeoeoG0+9Z+PrCPpM0AJG1a0n9JVS8M8Baqb2wjpbe6sOW8sZhF9eF7b/n2+5qm1+4HZpb9i4FdJD2txL6BpGc0Z1SeRu6W9JKS9FbgfxndNKoGU6gaRH/R5pyrgTmN+w+T93AxXk211scLSvrM8mHY/P5a1f3drzGS5ko6oel4DtVU9q2/l+OoFsK5qLSnHAHgapGps3l8PfYTbF9Rrvkn4BuSllI10v9HSX8L8PeSGutI71Xu/QJJN1H1bPqSpCu7/HYnpTwxTHKl4e5R26eqWiXtl5J2s31+4xzbV0r6OPC/klZRLVo0n+o/4YmqFqa5g7J+xQjprQ4GTpV0KO2nRR6W7SWSLqWatfJGqkKm4XjgbEm32H65qoVcvtlo9AX+narNpNnbgONUdXO9boSYmz0A7CTp36nm5d+3TZx/lnQg1QIta1FV2R039BTf0S5G27+XtC/wBUnrUdWT/y3VanyHqVpEqnUdkLq/+wnlajryxv4iStfTcnwDbVZisz1Sj65PU63L3pp+GVVbQ2v69VQrq7Wm/4ahay9EDZldNWIYklbY/oseTmO4/nKqvvjXdzGsiJ5LVVJED0g6F7g8hUIMojwxRETEEHliiIiIIVIwRETEECkYIiJiiBQMERExRAqGiIgY4v8DukpiCcQeMBEAAAAASUVORK5CYII=\n", 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+ "image/png": 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\n", 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" ] @@ -304,7 +316,7 @@ " vector_data=gdf,\n", " measurements=['test_attr'],\n", " geom=json.dumps(mapping(box(-48, 44, -47, 45))),\n", - " output_crs=\"+init=epsg:3857\",\n", + " output_crs=\"epsg:3857\",\n", " resolution=(-300, 300),\n", " rasterize_function=rasterize_points_radial,\n", ")" @@ -318,7 +330,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -327,7 +339,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -364,7 +376,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/snowal/miniconda/envs/geocube/lib/python3.6/site-packages/scipy/interpolate/rbf.py:241: LinAlgWarning: Ill-conditioned matrix (rcond=4.1481e-19): result may not be accurate.\n", + "/home/snowal/miniconda/envs/geocube/lib/python3.6/site-packages/scipy/interpolate/rbf.py:268: LinAlgWarning: Ill-conditioned matrix (rcond=3.16678e-18): result may not be accurate.\n", " self.nodes = linalg.solve(self.A, self.di)\n" ] } @@ -374,7 +386,7 @@ " vector_data=gdf,\n", " measurements=['test_attr'],\n", " geom=json.dumps(mapping(box(-48, 44, -47, 45))),\n", - " output_crs=\"+init=epsg:3857\",\n", + " output_crs=\"epsg:3857\",\n", " resolution=(-300, 300),\n", " rasterize_function=partial(rasterize_points_radial, method=\"cubic\", filter_nan=True),\n", ")" @@ -388,7 +400,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -397,7 +409,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -430,9 +442,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.6.10" } }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/docs/history.rst b/docs/history.rst index 9c82aad..11171ea 100644 --- a/docs/history.rst +++ b/docs/history.rst @@ -1,6 +1,11 @@ History ======= +0.0.12 +------ +- ENH: Update to support geopandas with pyproj.CRS (pull #18) +- BUG: Update timestamp handling to ensure correct format for dtype (pull #18) + 0.0.11 ------ - Drop Python 3.5 Support (issue #12) diff --git a/docs/installation.rst b/docs/installation.rst index dd09099..f978909 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -8,7 +8,20 @@ Installation Stable release -------------- -. Use pip to install from `PyPI `__: +Use pip to install from `PyPI `__: + + +Step 1: Install python GDAL version associated with your GDAL version. + +Here is a Linux example with GDAL installed in your system: + + .. code-block:: bash + + export CPLUS_INCLUDE_PATH=/usr/include/gdal + export C_INCLUDE_PATH=/usr/include/gdal + pip install GDAL~=$(gdal-config --version | awk -F'[.]' '{print $1"."$2}').0 + +Step 2: Install from pip: .. code-block:: bash diff --git a/geocube/cli/commands/make_geocube.py b/geocube/cli/commands/make_geocube.py index 5471439..1ec7a51 100644 --- a/geocube/cli/commands/make_geocube.py +++ b/geocube/cli/commands/make_geocube.py @@ -69,7 +69,7 @@ "-c", "--output-crs", help=( - "The CRS of the returned data. (e.x. +init=epsg:4326). " + "The CRS of the returned data. (e.g. epsg:4326). " "If no CRS is supplied, the CRS of the input data is used." ), required=False, diff --git a/geocube/geo_utils/crs.py b/geocube/geo_utils/crs.py deleted file mode 100644 index deacb00..0000000 --- a/geocube/geo_utils/crs.py +++ /dev/null @@ -1,25 +0,0 @@ -# -- coding: utf-8 -- -""" -This module contains helper methods for rasterio.crs.CRS. -""" - - -def crs_to_wkt(rasterio_crs): - """ - This is to deal with change in rasterio.crs.CRS. - - Parameters - ---------- - rasterio_crs: :obj:`rasterio.crs.CRS` - Rasterio object. - - Returns - ------- - str: WKT string. - - """ - try: - # rasterio>=1.0.14 - return rasterio_crs.to_wkt() - except AttributeError: - return rasterio_crs.wkt diff --git a/geocube/geo_utils/geobox.py b/geocube/geo_utils/geobox.py index 5c8154b..f83c38d 100644 --- a/geocube/geo_utils/geobox.py +++ b/geocube/geo_utils/geobox.py @@ -7,11 +7,10 @@ import geopandas as gpd import rioxarray # noqa from datacube.utils import geometry -from rasterio.crs import CRS +from rioxarray.crs import crs_to_wkt from shapely.geometry import box, mapping from geocube.exceptions import VectorDataError -from geocube.geo_utils.crs import crs_to_wkt from geocube.logger import get_logger @@ -71,7 +70,7 @@ def load_vector_data(vector_data): # make sure projection is set if not vector_data.crs: - vector_data.crs = {"init": "epsg:4326"} + vector_data.crs = "EPSG:4326" logger.warning( "Projection not defined in `vector_data`." " Setting to geographic (EPSG:4326)." @@ -149,9 +148,9 @@ def from_vector(self, vector_data): raise RuntimeError("Must specify 'resolution' if 'like' not specified.") if self.output_crs: - crs = geometry.CRS(self.output_crs) + crs = geometry.CRS(crs_to_wkt(self.output_crs)) else: - crs = geometry.CRS(crs_to_wkt(CRS.from_user_input(vector_data.crs))) + crs = geometry.CRS(crs_to_wkt(vector_data.crs)) if self.geom is None and self.output_crs: geopoly = geometry.Geometry( @@ -168,12 +167,11 @@ def from_vector(self, vector_data): else: geom_json = json.loads(self.geom) geom_crs = geometry.CRS( - "+init={}".format( - geom_json["crs"]["properties"]["name"].lower() - if "crs" in geom_json - else "epsg:4326" - ) + geom_json["crs"]["properties"]["name"] + if "crs" in geom_json + else "epsg:4326" ) + geopoly = geometry.Geometry(geom_json, crs=geom_crs) return geometry.GeoBox.from_geopolygon( diff --git a/geocube/rasterize.py b/geocube/rasterize.py index 298ce5e..4eaa52b 100644 --- a/geocube/rasterize.py +++ b/geocube/rasterize.py @@ -5,8 +5,6 @@ import numpy import pandas import rasterio.features -import rasterio.transform -import rasterio.warp from rasterio.enums import MergeAlg from scipy.interpolate import Rbf, griddata from shapely.geometry import mapping diff --git a/geocube/vector_to_cube.py b/geocube/vector_to_cube.py index ade36d1..f5c8bbb 100644 --- a/geocube/vector_to_cube.py +++ b/geocube/vector_to_cube.py @@ -136,15 +136,13 @@ def make_geocube( set(datetime_measurements) & set(measurements) ) # reproject vector data to the projection of the output raster - vector_data = self.vector_data.to_crs( - self.geobox.crs._crs.ExportToProj4() - ) # pylint: disable=protected-access + vector_data = self.vector_data.to_crs(self.geobox.crs.wkt) # convert to datetime for datetime_measurement in self.datetime_measurements: vector_data[datetime_measurement] = pandas.to_datetime( vector_data[datetime_measurement] - ) + ).astype("datetime64[ns]") # get categorical enumerations if they exist self._categorical_enums = {} diff --git a/geocube/xarray_extensions/vectorxarray.py b/geocube/xarray_extensions/vectorxarray.py index c33f5ca..7a060f8 100644 --- a/geocube/xarray_extensions/vectorxarray.py +++ b/geocube/xarray_extensions/vectorxarray.py @@ -4,6 +4,7 @@ """ import geopandas as gpd import xarray +from pyproj import CRS from shapely.wkb import dumps, loads @@ -14,7 +15,7 @@ def from_geodataframe(in_geodataframe): geodf = in_geodataframe.copy().set_index("geometry") geox = xarray.Dataset.from_dataframe(geodf) geox.coords["crs"] = 0 - geox.coords["crs"].attrs = geodf.crs + geox.coords["crs"].attrs["crs_wkt"] = CRS.from_user_input(geodf.crs).to_wkt() return geox @@ -60,7 +61,7 @@ def to_geodataframe(self): if extra_coords: out_obj = out_obj.copy().reset_coords(extra_coords) geodf = gpd.GeoDataFrame(out_obj.to_dataframe().reset_index()) - geodf.crs = self._obj.coords["crs"].attrs + geodf.crs = self._obj.coords["crs"].attrs["crs_wkt"] return geodf def to_netcdf(self, *args, **kwargs): diff --git a/setup.py b/setup.py index 285dcb9..a0f794e 100644 --- a/setup.py +++ b/setup.py @@ -14,10 +14,11 @@ "appdirs", "Click>=6.0", "datacube", - "geopandas", + "geopandas>=0.6", "rasterio", - "rioxarray", + "rioxarray>=0.0.22", "xarray", + "pyproj>=2", ] test_requirements = ["pytest>=3.6", "pytest-cov", "mock"] diff --git a/test/integration/api/test_core_integration.py b/test/integration/api/test_core_integration.py index 52840d1..8b769a4 100644 --- a/test/integration/api/test_core_integration.py +++ b/test/integration/api/test_core_integration.py @@ -20,7 +20,7 @@ ) from test.conftest import TEST_COMPARE_DATA_DIR, TEST_INPUT_DATA_DIR -TEST_GARS_PROJ = "+init=epsg:32615" +TEST_GARS_PROJ = "epsg:32615" TEST_GARS_POLY = loads( "POLYGON ((" "-90.58343333333333 41.48343333333334, " @@ -257,10 +257,10 @@ def test_make_geocube__convert_time(input_geodata, tmpdir): @pytest.mark.parametrize( "load_extra_kwargs", [ - {"output_crs": "+init=epsg:4326"}, + {"output_crs": "epsg:4326"}, {"resolution": (-10, 10)}, {"align": (0, 0)}, - {"output_crs": "+init=epsg:4326", "resolution": (-10, 10), "align": (0, 0)}, + {"output_crs": "epsg:4326", "resolution": (-10, 10), "align": (0, 0)}, ], ) def test_make_geocube__like_error_invalid_args(load_extra_kwargs): @@ -588,10 +588,10 @@ def test_make_geocube__group_by_convert_with_time(input_geodata, tmpdir): @pytest.mark.parametrize( "load_extra_kwargs", [ - {"output_crs": "+init=epsg:4326"}, + {"output_crs": "epsg:4326"}, {"resolution": (-10, 10)}, {"align": (0, 0)}, - {"output_crs": "+init=epsg:4326", "resolution": (-10, 10), "align": (0, 0)}, + {"output_crs": "epsg:4326", "resolution": (-10, 10), "align": (0, 0)}, ], ) def test_make_geocube__group_by_like_error_invalid_args(load_extra_kwargs): diff --git a/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py b/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py index 19c2a3d..6d84b9f 100644 --- a/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py +++ b/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py @@ -22,7 +22,7 @@ def test_from_geodataframe(): vxd = vectorxarray.from_geodataframe(gdf) assert all(gdf.geometry == vxd.geometry.values) assert sorted(gdf.columns.tolist() + ["crs"]) == sorted(vxd.variables) - assert gdf.crs == vxd.crs.attrs + assert gdf.crs == vxd.crs.attrs["crs_wkt"] assert "geometry" in vxd.coords assert "crs" in vxd.coords diff --git a/test/test_data/compare/rasterize_griddata_cubic.nc b/test/test_data/compare/rasterize_griddata_cubic.nc index 4906e87..336c1c5 100644 Binary files a/test/test_data/compare/rasterize_griddata_cubic.nc and b/test/test_data/compare/rasterize_griddata_cubic.nc differ diff --git a/test/test_data/compare/rasterize_griddata_cubic_nodata.nc b/test/test_data/compare/rasterize_griddata_cubic_nodata.nc index 063922f..8b7fb91 100644 Binary files a/test/test_data/compare/rasterize_griddata_cubic_nodata.nc and b/test/test_data/compare/rasterize_griddata_cubic_nodata.nc differ diff --git a/test/test_data/compare/rasterize_griddata_nearest.nc b/test/test_data/compare/rasterize_griddata_nearest.nc index 15b76ab..bb64c13 100644 Binary files a/test/test_data/compare/rasterize_griddata_nearest.nc and b/test/test_data/compare/rasterize_griddata_nearest.nc differ diff --git a/test/test_data/compare/rasterize_griddata_nearest_nodata.nc b/test/test_data/compare/rasterize_griddata_nearest_nodata.nc index c985595..2bbddda 100644 Binary files a/test/test_data/compare/rasterize_griddata_nearest_nodata.nc and b/test/test_data/compare/rasterize_griddata_nearest_nodata.nc differ diff --git a/test/test_data/compare/rasterize_griddata_rescale.nc b/test/test_data/compare/rasterize_griddata_rescale.nc index aa489be..f433b00 100644 Binary files a/test/test_data/compare/rasterize_griddata_rescale.nc and b/test/test_data/compare/rasterize_griddata_rescale.nc differ diff --git a/test/test_data/compare/rasterize_image_sum.nc b/test/test_data/compare/rasterize_image_sum.nc index 649dfdf..76aa459 100644 Binary files a/test/test_data/compare/rasterize_image_sum.nc and b/test/test_data/compare/rasterize_image_sum.nc differ diff --git a/test/test_data/compare/rasterize_image_sum_nodata.nc b/test/test_data/compare/rasterize_image_sum_nodata.nc index a4ec719..2346080 100644 Binary files a/test/test_data/compare/rasterize_image_sum_nodata.nc and b/test/test_data/compare/rasterize_image_sum_nodata.nc differ diff --git a/test/test_data/compare/rasterize_radial_linear.nc b/test/test_data/compare/rasterize_radial_linear.nc index 2406e6d..e520cc9 100644 Binary files a/test/test_data/compare/rasterize_radial_linear.nc and b/test/test_data/compare/rasterize_radial_linear.nc differ diff --git a/test/test_data/compare/rasterize_radial_linear_nodata.nc b/test/test_data/compare/rasterize_radial_linear_nodata.nc index 1196cfe..54caea3 100644 Binary files a/test/test_data/compare/rasterize_radial_linear_nodata.nc and b/test/test_data/compare/rasterize_radial_linear_nodata.nc differ diff --git a/test/unit/cli/commands/test_make_geocube.py b/test/unit/cli/commands/test_make_geocube.py index c724e2a..f38213e 100644 --- a/test/unit/cli/commands/test_make_geocube.py +++ b/test/unit/cli/commands/test_make_geocube.py @@ -41,11 +41,8 @@ def _get_called_dict(**kwargs): ["-m", "measure1", "--measurements", "measure2"], _get_called_dict(measurements=("measure1", "measure2")), ), - (["-c", "+init=epsg:4326"], _get_called_dict(output_crs="+init=epsg:4326")), - ( - ["--output-crs", "+init=epsg:4326"], - _get_called_dict(output_crs="+init=epsg:4326"), - ), + (["-c", "epsg:4326"], _get_called_dict(output_crs="epsg:4326")), + (["--output-crs", "epsg:4326"], _get_called_dict(output_crs="epsg:4326"),), (["-r", "-10", "10"], _get_called_dict(resolution=(-10, 10))), (["--resolution", "-10", "10"], _get_called_dict(resolution=(-10, 10))), (["-a", "-10", "10"], _get_called_dict(align=(-10, 10))),