20220922_spatstat_IMC_MIBI.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8cda780a",
   "metadata": {},
   "source": [
    "# MIBI and IMC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ec74adfa",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading required package: spatstat.data\n",
      "\n",
      "Loading required package: spatstat.geom\n",
      "\n",
      "spatstat.geom 3.0-3\n",
      "\n",
      "Loading required package: spatstat.random\n",
      "\n",
      "spatstat.random 3.0-1\n",
      "\n",
      "Loading required package: spatstat.explore\n",
      "\n",
      "Loading required package: nlme\n",
      "\n",
      "spatstat.explore 3.0-5\n",
      "\n",
      "Loading required package: spatstat.model\n",
      "\n",
      "Loading required package: rpart\n",
      "\n",
      "spatstat.model 3.0-2\n",
      "\n",
      "Loading required package: spatstat.linnet\n",
      "\n",
      "spatstat.linnet 3.0-3\n",
      "\n",
      "\n",
      "spatstat 3.0-2 \n",
      "For an introduction to spatstat, type ‘beginner’ \n",
      "\n",
      "\n",
      "\n",
      "Attaching package: ‘dplyr’\n",
      "\n",
      "\n",
      "The following object is masked from ‘package:nlme’:\n",
      "\n",
      "    collapse\n",
      "\n",
      "\n",
      "The following objects are masked from ‘package:stats’:\n",
      "\n",
      "    filter, lag\n",
      "\n",
      "\n",
      "The following objects are masked from ‘package:base’:\n",
      "\n",
      "    intersect, setdiff, setequal, union\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "library(spatstat)\n",
    "library(dplyr)\n",
    "#library(ggplot2)\n",
    "#library(imager,quietly = True)\n",
    "library(stringr)\n",
    "#ulimit::memory_limit(6000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6168d68d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#mydata <- read.csv(\"./data/20220420_JP-TMAs_IMC-TMAs_MIBI_CombinedCelltypes_all.csv\")\n",
    "mydata <- read.csv(\"./data/cells_in_20_microns_of_tumor.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a147753f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#df[, 12:18][df[, 12:18] == 0] <- NA\n",
    "#simplify to tumor\n",
    "mydata[,'leiden'][mydata[,'leidencelltype5'] == 'epithelial'] <- 'tumor'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "dc9e9470",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table class=\"dataframe\">\n",
       "<caption>A data.frame: 6 × 52</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>X</th><th scope=col>X20</th><th scope=col>X21</th><th scope=col>Basal.t.</th><th scope=col>CD20.B.cell</th><th scope=col>CD209..imm.</th><th scope=col>CD3.T.cell</th><th scope=col>CD4.T.cell</th><th scope=col>CD44..str.</th><th scope=col>CD44..t.</th><th scope=col>⋯</th><th scope=col>Subtype_prolif</th><th scope=col>leiden_CD3</th><th scope=col>leiden_CD3_tum</th><th scope=col>lymphocyte</th><th scope=col>LC</th><th scope=col>Tumor_Island</th><th scope=col>Lymphocyte_Type</th><th scope=col>DAPI_X</th><th scope=col>DAPI_Y</th><th scope=col>slide_scene</th></tr>\n",
       "\t<tr><th></th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>⋯</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;chr&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>1</th><td>1_sceneAy12x5-258_cell173</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>424.4000</td><td> 90.40000</td><td>1_Ay12x5-258</td></tr>\n",
       "\t<tr><th scope=row>2</th><td>1_sceneAy12x5-258_cell185</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>422.6829</td><td> 96.14634</td><td>1_Ay12x5-258</td></tr>\n",
       "\t<tr><th scope=row>3</th><td>1_sceneAy12x5-258_cell300</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>448.8226</td><td>155.32258</td><td>1_Ay12x5-258</td></tr>\n",
       "\t<tr><th scope=row>4</th><td>1_sceneAy12x5-258_cell303</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>439.8400</td><td>158.78667</td><td>1_Ay12x5-258</td></tr>\n",
       "\t<tr><th scope=row>5</th><td>1_sceneAy12x5-258_cell310</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>447.0814</td><td>164.79070</td><td>1_Ay12x5-258</td></tr>\n",
       "\t<tr><th scope=row>6</th><td>11_sceneBy6x3-357_cell90 </td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>ER+_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>214.2727</td><td> 84.12121</td><td>11_By6x3-357</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A data.frame: 6 × 52\n",
       "\\begin{tabular}{r|lllllllllllllllllllll}\n",
       "  & X & X20 & X21 & Basal.t. & CD20.B.cell & CD209..imm. & CD3.T.cell & CD4.T.cell & CD44..str. & CD44..t. & ⋯ & Subtype\\_prolif & leiden\\_CD3 & leiden\\_CD3\\_tum & lymphocyte & LC & Tumor\\_Island & Lymphocyte\\_Type & DAPI\\_X & DAPI\\_Y & slide\\_scene\\\\\n",
       "  & <chr> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & ⋯ & <chr> & <chr> & <chr> & <dbl> & <chr> & <chr> & <chr> & <dbl> & <dbl> & <chr>\\\\\n",
       "\\hline\n",
       "\t1 & 1\\_sceneAy12x5-258\\_cell173 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 424.4000 &  90.40000 & 1\\_Ay12x5-258\\\\\n",
       "\t2 & 1\\_sceneAy12x5-258\\_cell185 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 422.6829 &  96.14634 & 1\\_Ay12x5-258\\\\\n",
       "\t3 & 1\\_sceneAy12x5-258\\_cell300 & 0 & 0 & 0 & 0 & 0 & 2 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 448.8226 & 155.32258 & 1\\_Ay12x5-258\\\\\n",
       "\t4 & 1\\_sceneAy12x5-258\\_cell303 & 0 & 0 & 0 & 0 & 0 & 2 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 439.8400 & 158.78667 & 1\\_Ay12x5-258\\\\\n",
       "\t5 & 1\\_sceneAy12x5-258\\_cell310 & 0 & 0 & 0 & 0 & 0 & 2 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 447.0814 & 164.79070 & 1\\_Ay12x5-258\\\\\n",
       "\t6 & 11\\_sceneBy6x3-357\\_cell90  & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & ⋯ & ER+\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 214.2727 &  84.12121 & 11\\_By6x3-357\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A data.frame: 6 × 52\n",
       "\n",
       "| <!--/--> | X &lt;chr&gt; | X20 &lt;dbl&gt; | X21 &lt;dbl&gt; | Basal.t. &lt;dbl&gt; | CD20.B.cell &lt;dbl&gt; | CD209..imm. &lt;dbl&gt; | CD3.T.cell &lt;dbl&gt; | CD4.T.cell &lt;dbl&gt; | CD44..str. &lt;dbl&gt; | CD44..t. &lt;dbl&gt; | ⋯ ⋯ | Subtype_prolif &lt;chr&gt; | leiden_CD3 &lt;chr&gt; | leiden_CD3_tum &lt;chr&gt; | lymphocyte &lt;dbl&gt; | LC &lt;chr&gt; | Tumor_Island &lt;chr&gt; | Lymphocyte_Type &lt;chr&gt; | DAPI_X &lt;dbl&gt; | DAPI_Y &lt;dbl&gt; | slide_scene &lt;chr&gt; |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| 1 | 1_sceneAy12x5-258_cell173 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 424.4000 |  90.40000 | 1_Ay12x5-258 |\n",
       "| 2 | 1_sceneAy12x5-258_cell185 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 422.6829 |  96.14634 | 1_Ay12x5-258 |\n",
       "| 3 | 1_sceneAy12x5-258_cell300 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 448.8226 | 155.32258 | 1_Ay12x5-258 |\n",
       "| 4 | 1_sceneAy12x5-258_cell303 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 439.8400 | 158.78667 | 1_Ay12x5-258 |\n",
       "| 5 | 1_sceneAy12x5-258_cell310 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 447.0814 | 164.79070 | 1_Ay12x5-258 |\n",
       "| 6 | 11_sceneBy6x3-357_cell90  | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | ⋯ | ER+_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 214.2727 |  84.12121 | 11_By6x3-357 |\n",
       "\n"
      ],
      "text/plain": [
       "  X                         X20 X21 Basal.t. CD20.B.cell CD209..imm. CD3.T.cell\n",
       "1 1_sceneAy12x5-258_cell173 0   0   0        0           0           1         \n",
       "2 1_sceneAy12x5-258_cell185 0   0   0        0           0           1         \n",
       "3 1_sceneAy12x5-258_cell300 0   0   0        0           0           2         \n",
       "4 1_sceneAy12x5-258_cell303 0   0   0        0           0           2         \n",
       "5 1_sceneAy12x5-258_cell310 0   0   0        0           0           2         \n",
       "6 11_sceneBy6x3-357_cell90  0   0   0        0           0           1         \n",
       "  CD4.T.cell CD44..str. CD44..t. ⋯ Subtype_prolif leiden_CD3 leiden_CD3_tum\n",
       "1 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "2 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "3 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "4 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "5 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "6 0          0          0        ⋯ ER+_low        CD3 T cell CD3 T cell    \n",
       "  lymphocyte LC       Tumor_Island Lymphocyte_Type     DAPI_X   DAPI_Y   \n",
       "1 1          Isolated True         CD3 T cell_Isolated 424.4000  90.40000\n",
       "2 1          Isolated True         CD3 T cell_Isolated 422.6829  96.14634\n",
       "3 2          Isolated True         CD3 T cell_Isolated 448.8226 155.32258\n",
       "4 2          Isolated True         CD3 T cell_Isolated 439.8400 158.78667\n",
       "5 2          Isolated True         CD3 T cell_Isolated 447.0814 164.79070\n",
       "6 1          Isolated True         CD3 T cell_Isolated 214.2727  84.12121\n",
       "  slide_scene \n",
       "1 1_Ay12x5-258\n",
       "2 1_Ay12x5-258\n",
       "3 1_Ay12x5-258\n",
       "4 1_Ay12x5-258\n",
       "5 1_Ay12x5-258\n",
       "6 11_By6x3-357"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table class=\"dataframe\">\n",
       "<caption>A data.frame: 6 × 52</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>X</th><th scope=col>X20</th><th scope=col>X21</th><th scope=col>Basal.t.</th><th scope=col>CD20.B.cell</th><th scope=col>CD209..imm.</th><th scope=col>CD3.T.cell</th><th scope=col>CD4.T.cell</th><th scope=col>CD44..str.</th><th scope=col>CD44..t.</th><th scope=col>⋯</th><th scope=col>Subtype_prolif</th><th scope=col>leiden_CD3</th><th scope=col>leiden_CD3_tum</th><th scope=col>lymphocyte</th><th scope=col>LC</th><th scope=col>Tumor_Island</th><th scope=col>Lymphocyte_Type</th><th scope=col>DAPI_X</th><th scope=col>DAPI_Y</th><th scope=col>slide_scene</th></tr>\n",
       "\t<tr><th></th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>⋯</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;chr&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>58329</th><td>27_scene1_cell2044</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>436.7753</td><td>426.1404</td><td>27_scene1</td></tr>\n",
       "\t<tr><th scope=row>58330</th><td>27_scene1_cell2436</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>2</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>412.3908</td><td>504.7625</td><td>27_scene1</td></tr>\n",
       "\t<tr><th scope=row>58331</th><td>27_scene1_cell2458</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>2</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>414.5241</td><td>509.0647</td><td>27_scene1</td></tr>\n",
       "\t<tr><th scope=row>58332</th><td>27_scene1_cell2478</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>2</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>2</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>412.7806</td><td>512.8959</td><td>27_scene1</td></tr>\n",
       "\t<tr><th scope=row>58333</th><td>27_scene1_cell2501</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>479.1417</td><td>518.9233</td><td>27_scene1</td></tr>\n",
       "\t<tr><th scope=row>58334</th><td>27_scene1_cell2530</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td><td>⋯</td><td>TNBC_low</td><td>CD3 T cell</td><td>CD3 T cell</td><td>1</td><td>Isolated</td><td>True</td><td>CD3 T cell_Isolated</td><td>477.4534</td><td>524.0016</td><td>27_scene1</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A data.frame: 6 × 52\n",
       "\\begin{tabular}{r|lllllllllllllllllllll}\n",
       "  & X & X20 & X21 & Basal.t. & CD20.B.cell & CD209..imm. & CD3.T.cell & CD4.T.cell & CD44..str. & CD44..t. & ⋯ & Subtype\\_prolif & leiden\\_CD3 & leiden\\_CD3\\_tum & lymphocyte & LC & Tumor\\_Island & Lymphocyte\\_Type & DAPI\\_X & DAPI\\_Y & slide\\_scene\\\\\n",
       "  & <chr> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & ⋯ & <chr> & <chr> & <chr> & <dbl> & <chr> & <chr> & <chr> & <dbl> & <dbl> & <chr>\\\\\n",
       "\\hline\n",
       "\t58329 & 27\\_scene1\\_cell2044 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 436.7753 & 426.1404 & 27\\_scene1\\\\\n",
       "\t58330 & 27\\_scene1\\_cell2436 & 0 & 0 & 0 & 0 & 0 & 2 & 2 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 412.3908 & 504.7625 & 27\\_scene1\\\\\n",
       "\t58331 & 27\\_scene1\\_cell2458 & 0 & 0 & 0 & 0 & 0 & 2 & 2 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 414.5241 & 509.0647 & 27\\_scene1\\\\\n",
       "\t58332 & 27\\_scene1\\_cell2478 & 0 & 0 & 0 & 0 & 0 & 2 & 2 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 2 & Isolated & True & CD3 T cell\\_Isolated & 412.7806 & 512.8959 & 27\\_scene1\\\\\n",
       "\t58333 & 27\\_scene1\\_cell2501 & 0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 479.1417 & 518.9233 & 27\\_scene1\\\\\n",
       "\t58334 & 27\\_scene1\\_cell2530 & 0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 & ⋯ & TNBC\\_low & CD3 T cell & CD3 T cell & 1 & Isolated & True & CD3 T cell\\_Isolated & 477.4534 & 524.0016 & 27\\_scene1\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A data.frame: 6 × 52\n",
       "\n",
       "| <!--/--> | X &lt;chr&gt; | X20 &lt;dbl&gt; | X21 &lt;dbl&gt; | Basal.t. &lt;dbl&gt; | CD20.B.cell &lt;dbl&gt; | CD209..imm. &lt;dbl&gt; | CD3.T.cell &lt;dbl&gt; | CD4.T.cell &lt;dbl&gt; | CD44..str. &lt;dbl&gt; | CD44..t. &lt;dbl&gt; | ⋯ ⋯ | Subtype_prolif &lt;chr&gt; | leiden_CD3 &lt;chr&gt; | leiden_CD3_tum &lt;chr&gt; | lymphocyte &lt;dbl&gt; | LC &lt;chr&gt; | Tumor_Island &lt;chr&gt; | Lymphocyte_Type &lt;chr&gt; | DAPI_X &lt;dbl&gt; | DAPI_Y &lt;dbl&gt; | slide_scene &lt;chr&gt; |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| 58329 | 27_scene1_cell2044 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 436.7753 | 426.1404 | 27_scene1 |\n",
       "| 58330 | 27_scene1_cell2436 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 412.3908 | 504.7625 | 27_scene1 |\n",
       "| 58331 | 27_scene1_cell2458 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 414.5241 | 509.0647 | 27_scene1 |\n",
       "| 58332 | 27_scene1_cell2478 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 2 | Isolated | True | CD3 T cell_Isolated | 412.7806 | 512.8959 | 27_scene1 |\n",
       "| 58333 | 27_scene1_cell2501 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 479.1417 | 518.9233 | 27_scene1 |\n",
       "| 58334 | 27_scene1_cell2530 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | ⋯ | TNBC_low | CD3 T cell | CD3 T cell | 1 | Isolated | True | CD3 T cell_Isolated | 477.4534 | 524.0016 | 27_scene1 |\n",
       "\n"
      ],
      "text/plain": [
       "      X                  X20 X21 Basal.t. CD20.B.cell CD209..imm. CD3.T.cell\n",
       "58329 27_scene1_cell2044 0   0   0        0           0           1         \n",
       "58330 27_scene1_cell2436 0   0   0        0           0           2         \n",
       "58331 27_scene1_cell2458 0   0   0        0           0           2         \n",
       "58332 27_scene1_cell2478 0   0   0        0           0           2         \n",
       "58333 27_scene1_cell2501 0   0   0        0           0           1         \n",
       "58334 27_scene1_cell2530 0   0   0        0           0           1         \n",
       "      CD4.T.cell CD44..str. CD44..t. ⋯ Subtype_prolif leiden_CD3 leiden_CD3_tum\n",
       "58329 0          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "58330 2          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "58331 2          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "58332 2          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "58333 1          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "58334 1          0          0        ⋯ TNBC_low       CD3 T cell CD3 T cell    \n",
       "      lymphocyte LC       Tumor_Island Lymphocyte_Type     DAPI_X   DAPI_Y  \n",
       "58329 1          Isolated True         CD3 T cell_Isolated 436.7753 426.1404\n",
       "58330 2          Isolated True         CD3 T cell_Isolated 412.3908 504.7625\n",
       "58331 2          Isolated True         CD3 T cell_Isolated 414.5241 509.0647\n",
       "58332 2          Isolated True         CD3 T cell_Isolated 412.7806 512.8959\n",
       "58333 1          Isolated True         CD3 T cell_Isolated 479.1417 518.9233\n",
       "58334 1          Isolated True         CD3 T cell_Isolated 477.4534 524.0016\n",
       "      slide_scene\n",
       "58329 27_scene1  \n",
       "58330 27_scene1  \n",
       "58331 27_scene1  \n",
       "58332 27_scene1  \n",
       "58333 27_scene1  \n",
       "58334 27_scene1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# not cycIF\n",
    "mydata <- mydata[!grepl(\"JP-TMA\", mydata$X),]\n",
    "head(mydata)\n",
    "tail(mydata)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "18557661",
   "metadata": {},
   "source": [
    "## start here\n",
    "\n",
    "4/19/2023"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61b40657",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "#### all the measures\n",
    "ls_scene = unique(mydata$slide_scene)\n",
    "ls_cells = unique(mydata$leiden) #c('T cell','B cell')#,'tumor','Endothelial','CD68+ immune','fibroblast','CD45 low immune'\n",
    "ls_from = unique(mydata$leiden) #c('T cell','B cell','tumor')#\n",
    "#ls_cells = c('tumor','Quies. str.','Vim+ FB','Macrophage','endothelial','CD3 T cell')#,'CD4 T cell','CD8 T cell''FN+ FB',\n",
    "#ls_from = c('tumor','CD3 T cell') #,'CD4 T cell','CD8 T cell'\n",
    "combined_df_Kcross <- data.frame(r=double(),\n",
    "                    theo=double(),\n",
    "                    iso=double(),\n",
    "                    slide_scene=character(),\n",
    "                    cell=character())\n",
    "combined_df_Kest <- data.frame(r=double(),\n",
    "                    theo=double(),\n",
    "                    iso=double(),\n",
    "                    slide_scene=character(),\n",
    "                    cell=character())\n",
    "combined_df_density <- data.frame(d=double(),\n",
    "                    slide_scene=character(),\n",
    "                    cell=character())\n",
    "\n",
    "combined_df_Gcross <- data.frame(d=double(),\n",
    "                    slide_scene=character(),\n",
    "                    cell=character())\n",
    "\n",
    "# loop version 1\n",
    "datalist = list()\n",
    "for (s_scene in ls_scene) { #ls_scene[1:18]\n",
    "  print(s_scene)\n",
    "  s_scene_scene = str_replace(s_scene, '_', '_scene')\n",
    "  s_scene_scene = str_replace(s_scene_scene, '_scenescene', '_scene')\n",
    "  print(s_scene_scene)\n",
    "  mydataSubset <- mydata[grep(s_scene_scene, mydata$X), c('X','DAPI_X','DAPI_Y','leiden')]\n",
    "  mymin <- mydataSubset %>% summarise_if(is.numeric, min)\n",
    "  mymax <- mydataSubset %>% summarise_if(is.numeric, max)\n",
    "  mypattern <- ppp(mydataSubset[,\"DAPI_X\"],mydataSubset[,\"DAPI_Y\"],c(mymin %>% pull('DAPI_X'),mymax %>% pull('DAPI_X')),\n",
    "                c(mymin %>% pull('DAPI_Y'),mymax %>% pull('DAPI_Y')))\n",
    "  win_p <- mypattern$window\n",
    "  marks(mypattern) <- factor(mydataSubset$leiden)\n",
    "  startTime <- Sys.time()\n",
    "  for (s_cell in intersect((unique(mydataSubset$leiden)),ls_cells)) {\n",
    "      print(s_cell)\n",
    "      for (s_center in intersect((unique(mydataSubset$leiden)),ls_from)) {\n",
    "          print(s_center)\n",
    "          if (s_cell!=s_center){\n",
    "              print(s_cell)\n",
    "              print(s_center)\n",
    "              # kcross\n",
    "              Kcross_cell <- Kcross(X=mypattern, from=s_center, to=s_cell,correction='isotropic',rmax=100,nlarge=3000)\n",
    "              Kcross_cell['slide_scene'] = s_scene\n",
    "              Kcross_cell['from_cell'] = s_center\n",
    "              Kcross_cell['to_cell'] = s_cell\n",
    "              combined_df_Kcross <- rbind(combined_df_Kcross, Kcross_cell)\n",
    "              #g cross\n",
    "              Gcross_cell <- Gcross(X=mypattern, i=s_center, j=s_cell, correction=c(\"rs\", \"km\", \"han\"))\n",
    "              Gcross_cell['slide_scene'] = s_scene\n",
    "              Gcross_cell['from_cell'] = s_center\n",
    "              Gcross_cell['to_cell'] = s_cell\n",
    "              combined_df_Gcross <- rbind(combined_df_Gcross, Gcross_cell)\n",
    "              }\n",
    "          else {\n",
    "            mydata_cell = mydataSubset[grep(s_cell, mydataSubset$leiden), ]\n",
    "            mypatternK <- ppp(x=(mydata_cell[,\"DAPI_X\"]),y=((mydata_cell[,\"DAPI_Y\"])),window=win_p)\n",
    "            Kest_cell <- Kest(mypatternK,correction = 'isotropic',rmax=100,nlarge=3000)\n",
    "            if (s_cell=='tumor') {\n",
    "                K <- Kest(mypatternK, correction=\"isotropic\",rmax=100,nlarge=3000)\n",
    "                }\n",
    "              #fit <- ppm(mypatternK, ~ polynom(x,y,2), Poisson())\n",
    "            #lambda <- predict(fit, locations=mypatternK, type=\"trend\")\n",
    "            #Kest_cell <- Kinhom(mypatternK,lambda,correction = 'isotropic',rmax=100/.325,nlarge=4000) #inhom\n",
    "            Kest_cell['slide_scene'] = s_scene\n",
    "            Kest_cell['cell'] = s_cell\n",
    "            combined_df_Kest <- rbind(combined_df_Kest, Kest_cell)\n",
    "            D <- intensity(mypatternK)\n",
    "            combined_df_density[nrow(combined_df_density) + 1,] <- list(D, s_scene, s_cell)\n",
    "             }\n",
    "          }\n",
    "      \n",
    "  }\n",
    "  endTime <- Sys.time()\n",
    "  print(endTime - startTime)\n",
    "  break\n",
    "    }\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "810ca9df-d58b-4856-8599-fdbefa36b9b1",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# pdf(\"plot1_kest.pdf\")\n",
    "# plot.fv(K)\n",
    "# dev.off()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5653eb12-6e61-4d5e-aeb1-9df44df03b39",
   "metadata": {},
   "outputs": [],
   "source": [
    "# pdf(\"plot1_quadrat.pdf\")\n",
    "# Q <- quadratcount(mypattern, nx= 4, ny=4)\n",
    "# plot(mypattern)\n",
    "# plot(Q,add=TRUE) \n",
    "# dev.off()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2eeb0dbb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# #save out\n",
    "# s_num = 'ROI'#'inhom' #first\n",
    "# write.csv(combined_df_Kcross,sprintf(\"./data/IMC-MIBI_%s_Kcross.csv\",s_num), row.names = FALSE)\n",
    "# write.csv(combined_df_Kest,sprintf(\"./data/IMC-MIBI_%s_Kest.csv\",s_num), row.names = FALSE)\n",
    "# write.csv(combined_df_density,sprintf(\"./data/IMC-MIBI_%s_density.csv\",s_num), row.names = FALSE)\n",
    "# write.csv(combined_df_Gcross,sprintf(\"./data/IMC-MIBI_%s_Gcross.csv\",s_num), row.names = FALSE)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75726f04",
   "metadata": {},
   "source": [
    "## Occupancy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d49072ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "makeQuadrats <- function(p, squareLength) {\n",
    "  require(spatstat)\n",
    "  \n",
    "  dx <- Window(p)$xrange[2] - Window(p)$xrange[1]\n",
    "  dy <- Window(p)$yrange[2] - Window(p)$yrange[1]\n",
    "  \n",
    "  nx <- floor(dx/squareLength)\n",
    "  ny <- floor(dy/squareLength)\n",
    "  return(c(nx,ny))\n",
    " }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5474f477",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] \"exists skipping\"\n",
      "[1] \"exists skipping\"\n",
      "[1] \"12_Ay13x7-324\"\n",
      "[1] \"12_sceneAy13x7-324\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"12_Ay13x8-332\"\n",
      "[1] \"12_sceneAy13x8-332\"\n",
      "[1] \"13_Cy9x2-39\"\n",
      "[1] \"13_sceneCy9x2-39\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"13_Cy9x3-55\"\n",
      "[1] \"13_sceneCy9x3-55\"\n",
      "[1] \"13_Cy9x4-63\"\n",
      "[1] \"13_sceneCy9x4-63\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"13_Cy9x5-71\"\n",
      "[1] \"13_sceneCy9x5-71\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"14_Cy3x6-213\"\n",
      "[1] \"14_sceneCy3x6-213\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"14_Cy3x7-221\"\n",
      "[1] \"14_sceneCy3x7-221\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"19_Cy8x4-480\"\n",
      "[1] \"19_sceneCy8x4-480\"\n",
      "[1] \"19_Cy8x5-488\"\n",
      "[1] \"19_sceneCy8x5-488\"\n",
      "[1] \"19_Cy8x6-495\"\n",
      "[1] \"19_sceneCy8x6-495\"\n",
      "[1] \"19_Cy8x7-502\"\n",
      "[1] \"19_sceneCy8x7-502\"\n",
      "[1] \"2_Cy1x2-36\"\n",
      "[1] \"2_sceneCy1x2-36\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"20_Ay5x7-323\"\n",
      "[1] \"20_sceneAy5x7-323\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"21_Cy5x8-319\"\n",
      "[1] \"21_sceneCy5x8-319\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"21_Cy6x2-335\"\n",
      "[1] \"21_sceneCy6x2-335\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"21_Cy6x3-343\"\n",
      "[1] \"21_sceneCy6x3-343\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"22_Cy10x1-103\"\n",
      "[1] \"22_sceneCy10x1-103\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"22_Cy9x6-79\"\n",
      "[1] \"22_sceneCy9x6-79\"\n",
      "[1] \"22_Cy9x7-87\"\n",
      "[1] \"22_sceneCy9x7-87\"\n",
      "[1] \"22_Cy9x8-95\"\n",
      "[1] \"22_sceneCy9x8-95\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"25_By14x8-407\"\n",
      "[1] \"25_sceneBy14x8-407\"\n",
      "[1] \"25_By15x2-423\"\n",
      "[1] \"25_sceneBy15x2-423\"\n",
      "[1] \"25_By15x3-431\"\n",
      "[1] \"25_sceneBy15x3-431\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"26_Ay3x6-193\"\n",
      "[1] \"26_sceneAy3x6-193\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"26_Ay3x7-201\"\n",
      "[1] \"26_sceneAy3x7-201\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"27_Cy10x8-166\"\n",
      "[1] \"27_sceneCy10x8-166\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"27_Cy11x2-182\"\n",
      "[1] \"27_sceneCy11x2-182\"\n",
      "[1] \"27_Cy11x3-190\"\n",
      "[1] \"27_sceneCy11x3-190\"\n",
      "[1] \"27_Cy11x5-206\"\n",
      "[1] \"27_sceneCy11x5-206\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"28_Cy14x3-376\"\n",
      "[1] \"28_sceneCy14x3-376\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"28_Cy14x5-393\"\n",
      "[1] \"28_sceneCy14x5-393\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"28_Cy14x6-401\"\n",
      "[1] \"28_sceneCy14x6-401\"\n",
      "[1] \"28_Cy14x8-417\"\n",
      "[1] \"28_sceneCy14x8-417\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"29_By12x8-277\"\n",
      "[1] \"29_sceneBy12x8-277\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"3_Ay10x2-105\"\n",
      "[1] \"3_sceneAy10x2-105\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"3_Ay10x4-121\"\n",
      "[1] \"3_sceneAy10x4-121\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"30_By10x3-525\"\n",
      "[1] \"30_sceneBy10x3-525\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"31_Ay7x4-428\"\n",
      "[1] \"31_sceneAy7x4-428\"\n",
      "[1] \"31_Ay7x5-436\"\n",
      "[1] \"31_sceneAy7x5-436\"\n",
      "[1] \"31_Ay7x7-452\"\n",
      "[1] \"31_sceneAy7x7-452\"\n",
      "[1] \"32_By8x4-478\"\n",
      "[1] \"32_sceneBy8x4-478\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"33_Cy7x5-424\"\n",
      "[1] \"33_sceneCy7x5-424\"\n",
      "[1] \"35_By15x7-463\"\n",
      "[1] \"35_sceneBy15x7-463\"\n",
      "[1] \"35_By15x8-471\"\n",
      "[1] \"35_sceneBy15x8-471\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"39_Ay15x8-445\"\n",
      "[1] \"39_sceneAy15x8-445\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"40_By7x2-414\"\n",
      "[1] \"40_sceneBy7x2-414\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"40_By7x3-422\"\n",
      "[1] \"40_sceneBy7x3-422\"\n",
      "[1] \"40_By7x4-430\"\n",
      "[1] \"40_sceneBy7x4-430\"\n",
      "[1] \"40_By7x6-446\"\n",
      "[1] \"40_sceneBy7x6-446\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"43_Ay10x7-143\"\n",
      "[1] \"43_sceneAy10x7-143\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"44_Ay6x2-347\"\n",
      "[1] \"44_sceneAy6x2-347\"\n",
      "[1] \"44_Ay6x4-363\"\n",
      "[1] \"44_sceneAy6x4-363\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"46_By8x2-462\"\n",
      "[1] \"46_sceneBy8x2-462\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"47_Ay9x3-45\"\n",
      "[1] \"47_sceneAy9x3-45\"\n",
      "[1] \"47_Ay9x4-59\"\n",
      "[1] \"47_sceneAy9x4-59\"\n",
      "[1] \"47_Ay9x5-67\"\n",
      "[1] \"47_sceneAy9x5-67\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"47_Ay9x6-75\"\n",
      "[1] \"47_sceneAy9x6-75\"\n",
      "[1] \"48_By3x2-163\"\n",
      "[1] \"48_sceneBy3x2-163\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"48_By3x4-179\"\n",
      "[1] \"48_sceneBy3x4-179\"\n",
      "[1] \"48_By3x5-187\"\n",
      "[1] \"48_sceneBy3x5-187\"\n",
      "[1] \"49_By2x5-122\"\n",
      "[1] \"49_sceneBy2x5-122\"\n",
      "[1] \"49_By2x7-136\"\n",
      "[1] \"49_sceneBy2x7-136\"\n",
      "[1] \"49_By2x8-144\"\n",
      "[1] \"49_sceneBy2x8-144\"\n",
      "[1] \"49_By3x1-152\"\n",
      "[1] \"49_sceneBy3x1-152\"\n",
      "[1] \"50_Ay11x4-186\"\n",
      "[1] \"50_sceneAy11x4-186\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"51_Ay6x7-387\"\n",
      "[1] \"51_sceneAy6x7-387\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"51_Ay6x8-396\"\n",
      "[1] \"51_sceneAy6x8-396\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"51_Ay7x2-412\"\n",
      "[1] \"51_sceneAy7x2-412\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"52_Cy2x7-154\"\n",
      "[1] \"52_sceneCy2x7-154\"\n",
      "[1] \"52_Cy3x1-173\"\n",
      "[1] \"52_sceneCy3x1-173\"\n",
      "[1] \"54_Cy10x7-155\"\n",
      "[1] \"54_sceneCy10x7-155\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"55_Ay11x8-218\"\n",
      "[1] \"55_sceneAy11x8-218\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"55_Ay12x4-250\"\n",
      "[1] \"55_sceneAy12x4-250\"\n",
      "[1] \"56_By1x8-84\"\n",
      "[1] \"56_sceneBy1x8-84\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"56_By2x2-100\"\n",
      "[1] \"56_sceneBy2x2-100\"\n",
      "[1] \"56_By2x3-106\"\n",
      "[1] \"56_sceneBy2x3-106\"\n",
      "[1] \"57_Cy11x6-214\"\n",
      "[1] \"57_sceneCy11x6-214\"\n",
      "[1] \"57_Cy11x7-222\"\n",
      "[1] \"57_sceneCy11x7-222\"\n",
      "[1] \"57_Cy11x8-230\"\n",
      "[1] \"57_sceneCy11x8-230\"\n",
      "[1] \"58_Ay13x5-307\"\n",
      "[1] \"58_sceneAy13x5-307\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"59_Cy7x7-440\"\n",
      "[1] \"59_sceneCy7x7-440\"\n",
      "[1] \"59_Cy7x8-448\"\n",
      "[1] \"59_sceneCy7x8-448\"\n",
      "[1] \"59_Cy8x1-456\"\n",
      "[1] \"59_sceneCy8x1-456\"\n",
      "[1] \"59_Cy8x2-464\"\n",
      "[1] \"59_sceneCy8x2-464\"\n",
      "[1] \"6_Ay4x3-233\"\n",
      "[1] \"6_sceneAy4x3-233\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"6_Ay4x6-249\"\n",
      "[1] \"6_sceneAy4x6-249\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"60_Cy13x6-336\"\n",
      "[1] \"60_sceneCy13x6-336\"\n",
      "[1] \"60_Cy13x7-344\"\n",
      "[1] \"60_sceneCy13x7-344\"\n",
      "[1] \"60_Cy13x8-352\"\n",
      "[1] \"60_sceneCy13x8-352\"\n",
      "[1] \"60_Cy14x1-360\"\n",
      "[1] \"60_sceneCy14x1-360\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"61_Ay8x7-512\"\n",
      "[1] \"61_sceneAy8x7-512\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"61_Ay8x8-516\"\n",
      "[1] \"61_sceneAy8x8-516\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"62_By9x2-33\"\n",
      "[1] \"62_sceneBy9x2-33\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"62_By9x3-51\"\n",
      "[1] \"62_sceneBy9x3-51\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"62_By9x4-61\"\n",
      "[1] \"62_sceneBy9x4-61\"\n",
      "[1] \"63_Cy12x5-262\"\n",
      "[1] \"63_sceneCy12x5-262\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"65_By16x5-508\"\n",
      "[1] \"65_sceneBy16x5-508\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"66_Cy4x3-245\"\n",
      "[1] \"66_sceneCy4x3-245\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"66_Cy4x4-253\"\n",
      "[1] \"66_sceneCy4x4-253\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"67_Ay14x7-388\"\n",
      "[1] \"67_sceneAy14x7-388\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"69_Ay5x2-282\"\n",
      "[1] \"69_sceneAy5x2-282\"\n",
      "[1] \"69_Ay5x3-290\"\n",
      "[1] \"69_sceneAy5x3-290\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"70_By13x1-285\"\n",
      "[1] \"70_sceneBy13x1-285\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"72_By14x3-366\"\n",
      "[1] \"72_sceneBy14x3-366\"\n",
      "[1] \"72_By14x4-374\"\n",
      "[1] \"72_sceneBy14x4-374\"\n",
      "[1] \"72_By14x5-382\"\n",
      "[1] \"72_sceneBy14x5-382\"\n",
      "[1] \"72_By14x6-391\"\n",
      "[1] \"72_sceneBy14x6-391\"\n",
      "[1] \"8_Cy12x8-287\"\n",
      "[1] \"8_sceneCy12x8-287\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"8_Cy13x5-328\"\n",
      "[1] \"8_sceneCy13x5-328\"\n",
      "[1] \"9_By3x8-211\"\n",
      "[1] \"9_sceneBy3x8-211\"\n",
      "[1] \"9_By4x2-227\"\n",
      "[1] \"9_sceneBy4x2-227\"\n",
      "[1] \"9_By4x3-235\"\n",
      "[1] \"9_sceneBy4x3-235\"\n",
      "[1] \"9_By4x5-251\"\n",
      "[1] \"9_sceneBy4x5-251\"\n",
      "[1] \"1_X1Y8-45\"\n",
      "[1] \"1_sceneX1Y8-45\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"10_X1Y5-12\"\n",
      "[1] \"10_sceneX1Y5-12\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"100_X15Y5-252\"\n",
      "[1] \"100_sceneX15Y5-252\"\n",
      "[1] \"101_X10Y8-205\"\n",
      "[1] \"101_sceneX10Y8-205\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"106_X2Y9-40\"\n",
      "[1] \"106_sceneX2Y9-40\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"107_X4Y7-241\"\n",
      "[1] \"107_sceneX4Y7-241\"\n",
      "[1] \"108_X13Y8-183\"\n",
      "[1] \"108_sceneX13Y8-183\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"11_X13Y7-91\"\n",
      "[1] \"11_sceneX13Y7-91\"\n",
      "[1] \"110_X14Y8-247\"\n",
      "[1] \"110_sceneX14Y8-247\"\n",
      "[1] \"115_X4Y8-262\"\n",
      "[1] \"115_sceneX4Y8-262\"\n",
      "[1] \"116_X3Y4-250\"\n",
      "[1] \"116_sceneX3Y4-250\"\n",
      "[1] \"116_X4Y4-352\"\n",
      "[1] \"116_sceneX4Y4-352\"\n",
      "[1] \"12_X12Y8-358\"\n",
      "[1] \"12_sceneX12Y8-358\"\n",
      "[1] \"121_X11Y8-281\"\n",
      "[1] \"121_sceneX11Y8-281\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"125_X5Y7-325\"\n",
      "[1] \"125_sceneX5Y7-325\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"133_X3Y6-38\"\n",
      "[1] \"133_sceneX3Y6-38\"\n",
      "[1] \"134_X3Y8-171\"\n",
      "[1] \"134_sceneX3Y8-171\"\n",
      "[1] \"136_X9Y4-74\"\n",
      "[1] \"136_sceneX9Y4-74\"\n",
      "[1] \"137_X9Y3-39\"\n",
      "[1] \"137_sceneX9Y3-39\"\n",
      "[1] \"138_X3Y5-251\"\n",
      "[1] \"138_sceneX3Y5-251\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"14_X1Y8-146\"\n",
      "[1] \"14_sceneX1Y8-146\"\n",
      "[1] \"140_X10Y7-244\"\n",
      "[1] \"140_sceneX10Y7-244\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"144_X15Y1-195\"\n",
      "[1] \"144_sceneX15Y1-195\"\n",
      "[1] \"145_X1Y4-68\"\n",
      "[1] \"145_sceneX1Y4-68\"\n",
      "[1] \"148_X5Y6-38\"\n",
      "[1] \"148_sceneX5Y6-38\"\n",
      "[1] \"15_X1Y9-63\"\n",
      "[1] \"15_sceneX1Y9-63\"\n",
      "[1] \"150_X5Y3-36\"\n",
      "[1] \"150_sceneX5Y3-36\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"151_X14Y7-187\"\n",
      "[1] \"151_sceneX14Y7-187\"\n",
      "[1] \"155_X4Y9-370\"\n",
      "[1] \"155_sceneX4Y9-370\"\n",
      "[1] \"157_X4Y5-370\"\n",
      "[1] \"157_sceneX4Y5-370\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"159_X12Y4-211\"\n",
      "[1] \"159_sceneX12Y4-211\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"160_X13Y5-21\"\n",
      "[1] \"160_sceneX13Y5-21\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"161_X13Y3-56\"\n",
      "[1] \"161_sceneX13Y3-56\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"163_X1Y9-104\"\n",
      "[1] \"163_sceneX1Y9-104\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"165_X5Y6-66\"\n",
      "[1] \"165_sceneX5Y6-66\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"166_X15Y4-231\"\n",
      "[1] \"166_sceneX15Y4-231\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"202_X9Y5-78\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"205_X3Y6-159\"\n",
      "[1] \"205_sceneX3Y6-159\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"207_X1Y6-15\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"217_sceneX2Y3-117\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
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      "[1] \"222_sceneX7Y2-210\"\n",
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      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"46_X10Y7-160\"\n",
      "[1] \"46_sceneX10Y7-160\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"47_X16Y4-361\"\n",
      "[1] \"47_sceneX16Y4-361\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"48_X14Y8-167\"\n",
      "[1] \"48_sceneX14Y8-167\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"50_X7Y1-189\"\n",
      "[1] \"50_sceneX7Y1-189\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"51_X1Y2-24\"\n",
      "[1] \"51_sceneX1Y2-24\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"53_X6Y8-169\"\n",
      "[1] \"53_sceneX6Y8-169\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"56_X2Y6-154\"\n",
      "[1] \"56_sceneX2Y6-154\"\n",
      "[1] \"57_X8Y6-36\"\n",
      "[1] \"57_sceneX8Y6-36\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"58_X15Y1-60\"\n",
      "[1] \"58_sceneX15Y1-60\"\n",
      "[1] \"63_X4Y9-68\"\n",
      "[1] \"63_sceneX4Y9-68\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"64_X14Y4-151\"\n",
      "[1] \"64_sceneX14Y4-151\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"67_X14Y7-226\"\n",
      "[1] \"67_sceneX14Y7-226\"\n",
      "[1] \"70_X5Y3-50\"\n",
      "[1] \"70_sceneX5Y3-50\"\n",
      "[1] \"72_X11Y1-6\"\n",
      "[1] \"72_sceneX11Y1-6\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"73_X12Y7-346\"\n",
      "[1] \"73_sceneX12Y7-346\"\n",
      "[1] \"75_X2Y5-165\"\n",
      "[1] \"75_sceneX2Y5-165\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"77_X3Y8-177\"\n",
      "[1] \"77_sceneX3Y8-177\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"80_X3Y3-214\"\n",
      "[1] \"80_sceneX3Y3-214\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"82_X2Y9-226\"\n",
      "[1] \"82_sceneX2Y9-226\"\n",
      "[1] \"83_X13Y2-116\"\n",
      "[1] \"83_sceneX13Y2-116\"\n",
      "[1] \"83_X14Y2-128\"\n",
      "[1] \"83_sceneX14Y2-128\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"84_X7Y1-193\"\n",
      "[1] \"84_sceneX7Y1-193\"\n",
      "[1] \"86_X15Y3-203\"\n",
      "[1] \"86_sceneX15Y3-203\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"94_X12Y7-367\"\n",
      "[1] \"94_sceneX12Y7-367\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"95_X14Y2-120\"\n",
      "[1] \"95_sceneX14Y2-120\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"33_scene1\"\n",
      "[1] \"33_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"14_scene1\"\n",
      "[1] \"14_scene1\"\n",
      "[1] \"19_scene1\"\n",
      "[1] \"19_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"34_scene1\"\n",
      "[1] \"34_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"28_scene1\"\n",
      "[1] \"28_scene1\"\n",
      "[1] \"30_scene1\"\n",
      "[1] \"30_scene1\"\n",
      "[1] \"10_scene1\"\n",
      "[1] \"10_scene1\"\n",
      "[1] \"5_scene1\"\n",
      "[1] \"5_scene1\"\n",
      "[1] \"2_scene1\"\n",
      "[1] \"2_scene1\"\n",
      "[1] \"38_scene1\"\n",
      "[1] \"38_scene1\"\n",
      "[1] \"39_scene1\"\n",
      "[1] \"39_scene1\"\n",
      "[1] \"3_scene1\"\n",
      "[1] \"3_scene1\"\n",
      "[1] \"4_scene1\"\n",
      "[1] \"4_scene1\"\n",
      "[1] \"20_scene1\"\n",
      "[1] \"20_scene1\"\n",
      "[1] \"23_scene1\"\n",
      "[1] \"23_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"25_scene1\"\n",
      "[1] \"25_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"21_scene1\"\n",
      "[1] \"21_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"18_scene1\"\n",
      "[1] \"18_scene1\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"error. skipping\"\n",
      "[1] \"37_scene1\"\n",
      "[1] \"37_scene1\"\n",
      "[1] \"29_scene1\"\n",
      "[1] \"29_scene1\"\n",
      "[1] \"32_scene1\"\n",
      "[1] \"32_scene1\"\n",
      "[1] \"16_scene1\"\n",
      "[1] \"16_scene1\"\n",
      "[1] \"13_scene1\"\n",
      "[1] \"13_scene1\"\n",
      "[1] \"1_scene1\"\n",
      "[1] \"1_scene1\"\n",
      "[1] \"36_scene1\"\n",
      "[1] \"36_scene1\"\n",
      "[1] \"35_scene1\"\n",
      "[1] \"35_scene1\"\n",
      "[1] \"17_scene1\"\n",
      "[1] \"17_scene1\"\n",
      "[1] \"11_scene1\"\n",
      "[1] \"11_scene1\"\n",
      "[1] \"40_scene1\"\n",
      "[1] \"40_scene1\"\n",
      "[1] \"6_scene1\"\n",
      "[1] \"6_scene1\"\n",
      "[1] \"41_scene1\"\n",
      "[1] \"41_scene1\"\n",
      "[1] \"12_scene1\"\n",
      "[1] \"12_scene1\"\n",
      "[1] \"9_scene1\"\n",
      "[1] \"9_scene1\"\n",
      "[1] \"27_scene1\"\n",
      "[1] \"27_scene1\"\n",
      "[1] \"done\"\n"
     ]
    }
   ],
   "source": [
    "#### occupancy counts\n",
    "ls_scene = unique(mydata$slide_scene)\n",
    "mydata[,'leiden2'] = sub(\"$\",\"_\",mydata$leiden) #leiden\n",
    "\n",
    "# loop \n",
    "pList = list()\n",
    "for (s_scene in ls_scene) { #ls_scene[1:18]\n",
    "  combined_df_occ <- data.frame(unlist.result_table.=double(),square_len=double(),\n",
    "                    slide_scene=character())\n",
    "  #s_scene = \"123_sceneX8Y6-325\" # error\n",
    "  if (file.exists(sprintf(\"./data/OccLeiden/IMC-MIBI_%s_Occ_range.csv\",s_scene))){ \n",
    "          print('exists skipping')\n",
    "          next }  \n",
    "  print(s_scene)\n",
    "  s_scene_scene = str_replace(s_scene, '_', '_scene')\n",
    "  s_scene_scene = str_replace(s_scene_scene, '_scenescene', '_scene')\n",
    "  print(s_scene_scene)\n",
    "  mydataSubset <- mydata[grep(s_scene_scene, mydata$X), c('X','DAPI_X','DAPI_Y','leiden2')]\n",
    "  mymin <- mydataSubset %>% summarise_if(is.numeric, min)\n",
    "  mymax <- mydataSubset %>% summarise_if(is.numeric, max)\n",
    "  mypattern <- ppp(mydataSubset[,\"DAPI_X\"],mydataSubset[,\"DAPI_Y\"],c(mymin %>% pull('DAPI_X'),mymax %>% pull('DAPI_X')),\n",
    "                c(mymin %>% pull('DAPI_Y'),mymax %>% pull('DAPI_Y')))\n",
    "  win_p <- mypattern$window\n",
    "  marks(mypattern) <- factor(mydataSubset$leiden2)\n",
    "  for (i in 1: 30) {\n",
    "      nxny <- makeQuadrats(mypattern,i*10)\n",
    "      skip_to_next <- FALSE\n",
    "      tryCatch({\n",
    "        result_table <- quadratcount.splitppp(split(mypattern), nx=nxny[1], ny=nxny[2])\n",
    "        counts <- data.frame(unlist(result_table))\n",
    "          }, error = function(e) { skip_to_next <<- TRUE})\n",
    "      if(skip_to_next) { \n",
    "          print('error. skipping')\n",
    "          next }  \n",
    "      if (length(counts) > 0) {\n",
    "        counts['square_len'] = i*10\n",
    "        counts['slide_scene'] = s_scene\n",
    "        combined_df_occ <- rbind(combined_df_occ, counts)\n",
    "        }\n",
    "      #break\n",
    "    }\n",
    "  # #save out\n",
    "  write.csv(combined_df_occ,sprintf(\"./data/OccLeiden/IMC-MIBI_%s_Occ_range.csv\",s_scene), row.names = TRUE)\n",
    "  #break\n",
    "  }\n",
    "\n",
    "\n",
    "#s_num = 'ROI'#'inhom' #first\n",
    "print('done')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "4556ab13-8e24-47bc-8af9-02550912a334",
   "metadata": {},
   "outputs": [
    {
     "data": {
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DTU0dF5+29kAPj/0Gg0KSkp+vr66Sup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\nm1FWR2+wmQAAAABJRU5ErkJggg==",
      "text/plain": [
       "Plot with title “mypattern”"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(mypattern)\n",
    "Q <- quadratcount(mypattern, nx=nxny[1], ny=nxny[2])\n",
    "plot(Q,add=TRUE) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4766b90f-1989-470d-8bb3-977ae07786dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "'done'"
      ],
      "text/latex": [
       "'done'"
      ],
      "text/markdown": [
       "'done'"
      ],
      "text/plain": [
       "[1] \"done\""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "'done'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "193fa977-e16d-4532-839f-312d19fafe61",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "R",
   "language": "R",
   "name": "ir"
  },
  "language_info": {
   "codemirror_mode": "r",
   "file_extension": ".r",
   "mimetype": "text/x-r-source",
   "name": "R",
   "pygments_lexer": "r",
   "version": "4.2.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}