diff options
Diffstat (limited to 'Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb')
| -rw-r--r-- | Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb | 286 |
1 files changed, 41 insertions, 245 deletions
diff --git a/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb b/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb index 8f01040d..80365bb8 100644 --- a/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb +++ b/Metrics/Metrics-Calculation/metrics_plot/type_analysis/src/Node Type Analysis.ipynb | |||
| @@ -2,7 +2,7 @@ | |||
| 2 | "cells": [ | 2 | "cells": [ |
| 3 | { | 3 | { |
| 4 | "cell_type": "code", | 4 | "cell_type": "code", |
| 5 | "execution_count": 5, | 5 | "execution_count": 1, |
| 6 | "metadata": {}, | 6 | "metadata": {}, |
| 7 | "outputs": [], | 7 | "outputs": [], |
| 8 | "source": [ | 8 | "source": [ |
| @@ -18,7 +18,7 @@ | |||
| 18 | }, | 18 | }, |
| 19 | { | 19 | { |
| 20 | "cell_type": "code", | 20 | "cell_type": "code", |
| 21 | "execution_count": 6, | 21 | "execution_count": 2, |
| 22 | "metadata": {}, | 22 | "metadata": {}, |
| 23 | "outputs": [], | 23 | "outputs": [], |
| 24 | "source": [ | 24 | "source": [ |
| @@ -30,7 +30,7 @@ | |||
| 30 | }, | 30 | }, |
| 31 | { | 31 | { |
| 32 | "cell_type": "code", | 32 | "cell_type": "code", |
| 33 | "execution_count": 7, | 33 | "execution_count": 3, |
| 34 | "metadata": {}, | 34 | "metadata": {}, |
| 35 | "outputs": [], | 35 | "outputs": [], |
| 36 | "source": [ | 36 | "source": [ |
| @@ -52,7 +52,7 @@ | |||
| 52 | }, | 52 | }, |
| 53 | { | 53 | { |
| 54 | "cell_type": "code", | 54 | "cell_type": "code", |
| 55 | "execution_count": 5, | 55 | "execution_count": 4, |
| 56 | "metadata": { | 56 | "metadata": { |
| 57 | "scrolled": true | 57 | "scrolled": true |
| 58 | }, | 58 | }, |
| @@ -61,12 +61,12 @@ | |||
| 61 | "name": "stdout", | 61 | "name": "stdout", |
| 62 | "output_type": "stream", | 62 | "output_type": "stream", |
| 63 | "text": [ | 63 | "text": [ |
| 64 | "['EParameter', 'EStringToStringMapEntry', 'EOperation', 'EAttribute', 'ETypeParameter', 'EClass', 'EReference', 'EDataType', 'EGenericType', 'EEnum', 'EAnnotation', 'EEnumLiteral', 'EPackage']\n" | 64 | "['EPackage', 'EAttribute', 'EEnumLiteral', 'EGenericType', 'EAnnotation', 'EOperation', 'EEnum', 'ETypeParameter', 'EParameter', 'EReference', 'EClass', 'EStringToStringMapEntry', 'EDataType']\n" |
| 65 | ] | 65 | ] |
| 66 | }, | 66 | }, |
| 67 | { | 67 | { |
| 68 | "data": { | 68 | "data": { |
| 69 | "image/png": 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\n", | 69 | "image/png": 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\n", |
| 70 | "text/plain": [ | 70 | "text/plain": [ |
| 71 | "<Figure size 432x288 with 1 Axes>" | 71 | "<Figure size 432x288 with 1 Axes>" |
| 72 | ] | 72 | ] |
| @@ -78,7 +78,7 @@ | |||
| 78 | }, | 78 | }, |
| 79 | { | 79 | { |
| 80 | "data": { | 80 | "data": { |
| 81 | "image/png": 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\n", | 81 | "image/png": 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\n", |
| 82 | "text/plain": [ | 82 | "text/plain": [ |
| 83 | "<Figure size 432x288 with 1 Axes>" | 83 | "<Figure size 432x288 with 1 Axes>" |
| 84 | ] | 84 | ] |
| @@ -90,7 +90,7 @@ | |||
| 90 | }, | 90 | }, |
| 91 | { | 91 | { |
| 92 | "data": { | 92 | "data": { |
| 93 | "image/png": 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\n", | 93 | "image/png": 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\n", |
| 94 | "text/plain": [ | 94 | "text/plain": [ |
| 95 | "<Figure size 432x288 with 1 Axes>" | 95 | "<Figure size 432x288 with 1 Axes>" |
| 96 | ] | 96 | ] |
| @@ -102,7 +102,7 @@ | |||
| 102 | }, | 102 | }, |
| 103 | { | 103 | { |
| 104 | "data": { | 104 | "data": { |
| 105 | "image/png": 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\n", | 105 | "image/png": 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\n", |
| 106 | "text/plain": [ | 106 | "text/plain": [ |
| 107 | "<Figure size 432x288 with 1 Axes>" | 107 | "<Figure size 432x288 with 1 Axes>" |
| 108 | ] | 108 | ] |
| @@ -114,7 +114,7 @@ | |||
| 114 | }, | 114 | }, |
| 115 | { | 115 | { |
| 116 | "data": { | 116 | "data": { |
| 117 | "image/png": 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\n", | 117 | "image/png": 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\n", |
| 118 | "text/plain": [ | 118 | "text/plain": [ |
| 119 | "<Figure size 432x288 with 1 Axes>" | 119 | "<Figure size 432x288 with 1 Axes>" |
| 120 | ] | 120 | ] |
| @@ -126,7 +126,7 @@ | |||
| 126 | }, | 126 | }, |
| 127 | { | 127 | { |
| 128 | "data": { | 128 | "data": { |
| 129 | "image/png": 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\n", 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\n", |
| 130 | "text/plain": [ | 130 | "text/plain": [ |
| 131 | "<Figure size 432x288 with 1 Axes>" | 131 | "<Figure size 432x288 with 1 Axes>" |
| 132 | ] | 132 | ] |
| @@ -138,7 +138,7 @@ | |||
| 138 | }, | 138 | }, |
| 139 | { | 139 | { |
| 140 | "data": { | 140 | "data": { |
| 141 | "image/png": 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\n", | 141 | "image/png": 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\n", |
| 142 | "text/plain": [ | 142 | "text/plain": [ |
| 143 | "<Figure size 432x288 with 1 Axes>" | 143 | "<Figure size 432x288 with 1 Axes>" |
| 144 | ] | 144 | ] |
| @@ -150,7 +150,7 @@ | |||
| 150 | }, | 150 | }, |
| 151 | { | 151 | { |
| 152 | "data": { | 152 | "data": { |
| 153 | "image/png": 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\n", | 153 | "image/png": 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\n", |
| 154 | "text/plain": [ | 154 | "text/plain": [ |
| 155 | "<Figure size 432x288 with 1 Axes>" | 155 | "<Figure size 432x288 with 1 Axes>" |
| 156 | ] | 156 | ] |
| @@ -162,7 +162,7 @@ | |||
| 162 | }, | 162 | }, |
| 163 | { | 163 | { |
| 164 | "data": { | 164 | "data": { |
| 165 | "image/png": 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\n", | 165 | "image/png": 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\n", |
| 166 | "text/plain": [ | 166 | "text/plain": [ |
| 167 | "<Figure size 432x288 with 1 Axes>" | 167 | "<Figure size 432x288 with 1 Axes>" |
| 168 | ] | 168 | ] |
| @@ -174,7 +174,7 @@ | |||
| 174 | }, | 174 | }, |
| 175 | { | 175 | { |
| 176 | "data": { | 176 | "data": { |
| 177 | "image/png": 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\n", | 177 | "image/png": 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\n", |
| 178 | "text/plain": [ | 178 | "text/plain": [ |
| 179 | "<Figure size 432x288 with 1 Axes>" | 179 | "<Figure size 432x288 with 1 Axes>" |
| 180 | ] | 180 | ] |
| @@ -186,7 +186,7 @@ | |||
| 186 | }, | 186 | }, |
| 187 | { | 187 | { |
| 188 | "data": { | 188 | "data": { |
| 189 | "image/png": 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\n", | 189 | "image/png": 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8bODZSb6c5NokZ42tutHo0+b3Am9IchfwT8Dvjae0ZbXQ3/eDOtQ+D7zP6fm9TuFvSO/2JHkDMAW8eKQVjd5B25zkccCHgDePq6AR6/McH8lgGOUlDP7D+vckp1bVfSOubVT6tPl1wMer6i+SvBD4RNfmx0Zf3rIZan4daj3wPqfn/+SYJEcy+NfrYP+yHOp6fSRBkpcD7wHOrqqHxlTbqMzX5mOAU4FrkuxiMFa4reE3Mvu+rq+oqoer6jsMPvRtzZjqG4U+bd4AXAZQVV8BjmbwoU8r2VA/guRQC/A+p+dvA9Z3y+cBX6zu3YFGzdvmbjjhrxmEd+tjozBPm6vq/qpaVVWTVTXJYNz/7KrasTzlLlmf1/VnGbxZTZJVDIZU7hhrlcPVp813AmcCJHkOgwCfHmuV47cNeFM3G+UM4P6q2rPoe1vud23neJf2vxi8g/2ebtv7GfwCw+BJ/nvgduCrwDOXu+YxtPkLwN3ADd1l23LXPOo2zzj2GhqehdLzOQ5wAfAN4Cbg/OWueQxtXgt8mcEMlRuAVy53zUNo88XAHuBhBr3tDcBbgbfu9zxf2P1Mblrq69pT6SWpUYfaEIokqScDXJIaZYBLUqMMcElqlAEuSY0ywCWpUQa4JDXq/wCejGt/TvQvcQAAAABJRU5ErkJggg==\n", |
| 190 | "text/plain": [ | 190 | "text/plain": [ |
| 191 | "<Figure size 432x288 with 1 Axes>" | 191 | "<Figure size 432x288 with 1 Axes>" |
| 192 | ] | 192 | ] |
| @@ -198,7 +198,7 @@ | |||
| 198 | }, | 198 | }, |
| 199 | { | 199 | { |
| 200 | "data": { | 200 | "data": { |
| 201 | "image/png": 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\n", | 201 | "image/png": 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\n", |
| 202 | "text/plain": [ | 202 | "text/plain": [ |
| 203 | "<Figure size 432x288 with 1 Axes>" | 203 | "<Figure size 432x288 with 1 Axes>" |
| 204 | ] | 204 | ] |
| @@ -210,7 +210,7 @@ | |||
| 210 | }, | 210 | }, |
| 211 | { | 211 | { |
| 212 | "data": { | 212 | "data": { |
| 213 | "image/png": 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\n", | 213 | "image/png": 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\n", |
| 214 | "text/plain": [ | 214 | "text/plain": [ |
| 215 | "<Figure size 432x288 with 1 Axes>" | 215 | "<Figure size 432x288 with 1 Axes>" |
| 216 | ] | 216 | ] |
| @@ -227,7 +227,7 @@ | |||
| 227 | }, | 227 | }, |
| 228 | { | 228 | { |
| 229 | "cell_type": "code", | 229 | "cell_type": "code", |
| 230 | "execution_count": 13, | 230 | "execution_count": 5, |
| 231 | "metadata": { | 231 | "metadata": { |
| 232 | "scrolled": true | 232 | "scrolled": true |
| 233 | }, | 233 | }, |
| @@ -236,176 +236,8 @@ | |||
| 236 | "name": "stdout", | 236 | "name": "stdout", |
| 237 | "output_type": "stream", | 237 | "output_type": "stream", |
| 238 | "text": [ | 238 | "text": [ |
| 239 | "['EAttribute', 'EGenericType', 'ETypeParameter', 'EPackage', 'EOperation', 'EStringToStringMapEntry', 'EEnum', 'EDataType', 'EClass', 'EReference', 'EObject', 'EEnumLiteral', 'EAnnotation', 'EParameter']\n" | 239 | "[]\n" |
| 240 | ] | 240 | ] |
| 241 | }, | ||
| 242 | { | ||
| 243 | "data": { | ||
| 244 | "image/png": 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\n", | ||
| 245 | "text/plain": [ | ||
| 246 | "<Figure size 432x288 with 1 Axes>" | ||
| 247 | ] | ||
| 248 | }, | ||
| 249 | "metadata": { | ||
| 250 | "needs_background": "light" | ||
| 251 | }, | ||
| 252 | "output_type": "display_data" | ||
| 253 | }, | ||
| 254 | { | ||
| 255 | "data": { | ||
| 256 | "image/png": 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My/250bJBl+EneRbwSuCEqvrehGobl5X6vD9wOHBJkm10c3kXrvEDikPf1/9SVXdV1X/SfXjZ4yZU3zgM6fMpwLsAquqTwIPpPrxobzXyj92YVlAPuSz9QuBF/f3nAh+rfqZ+DVqxv/00wJvoQnqtz1vCCn2uqjuqakNVzVXVHN28/AlVtXU65Y7EkPf1e+kOHJNkA91UyA0TrXK0hvT5v4BnAiT5Kbqgvm2iVU7WhcAL+7M/jgTuqKqbV7XFKR45PRb4Mt0R41f2y15D98MK3Yv5buB64FPAY6Z9tHfM/f0I8DXgqv524bRrHnefF7W9hDV+1sfA1znAGcC1wBeAk6Zd8wT6fBhwGd0ZIVcBz552zavs7/nAzcBddKPnU4AXAy9e8Bqf2f9/fGEU72svIZekxnlloiQ1zqCWpMYZ1JLUOINakhpnUEtS4wxqSWqcQS1Jjft/mBdAuUUPMz8AAAAASUVORK5CYII=\n", | ||
| 257 | "text/plain": [ | ||
| 258 | "<Figure size 432x288 with 1 Axes>" | ||
| 259 | ] | ||
| 260 | }, | ||
| 261 | "metadata": { | ||
| 262 | "needs_background": "light" | ||
| 263 | }, | ||
| 264 | "output_type": "display_data" | ||
| 265 | }, | ||
| 266 | { | ||
| 267 | "data": { | ||
| 268 | "image/png": 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\n", | ||
| 269 | "text/plain": [ | ||
| 270 | "<Figure size 432x288 with 1 Axes>" | ||
| 271 | ] | ||
| 272 | }, | ||
| 273 | "metadata": { | ||
| 274 | "needs_background": "light" | ||
| 275 | }, | ||
| 276 | "output_type": "display_data" | ||
| 277 | }, | ||
| 278 | { | ||
| 279 | "data": { | ||
| 280 | "image/png": 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\n", | ||
| 281 | "text/plain": [ | ||
| 282 | "<Figure size 432x288 with 1 Axes>" | ||
| 283 | ] | ||
| 284 | }, | ||
| 285 | "metadata": { | ||
| 286 | "needs_background": "light" | ||
| 287 | }, | ||
| 288 | "output_type": "display_data" | ||
| 289 | }, | ||
| 290 | { | ||
| 291 | "data": { | ||
| 292 | "image/png": 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\n", | ||
| 293 | "text/plain": [ | ||
| 294 | "<Figure size 432x288 with 1 Axes>" | ||
| 295 | ] | ||
| 296 | }, | ||
| 297 | "metadata": { | ||
| 298 | "needs_background": "light" | ||
| 299 | }, | ||
| 300 | "output_type": "display_data" | ||
| 301 | }, | ||
| 302 | { | ||
| 303 | "data": { | ||
| 304 | "image/png": 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| ||
| 305 | "text/plain": [ | ||
| 306 | "<Figure size 432x288 with 1 Axes>" | ||
| 307 | ] | ||
| 308 | }, | ||
| 309 | "metadata": { | ||
| 310 | "needs_background": "light" | ||
| 311 | }, | ||
| 312 | "output_type": "display_data" | ||
| 313 | }, | ||
| 314 | { | ||
| 315 | "data": { | ||
| 316 | "image/png": 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\n", | ||
| 317 | "text/plain": [ | ||
| 318 | "<Figure size 432x288 with 1 Axes>" | ||
| 319 | ] | ||
| 320 | }, | ||
| 321 | "metadata": { | ||
| 322 | "needs_background": "light" | ||
| 323 | }, | ||
| 324 | "output_type": "display_data" | ||
| 325 | }, | ||
| 326 | { | ||
| 327 | "data": { | ||
| 328 | "image/png": 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Zta+yX2OM+c+SXJHkM0k+lGTJc0JbMu7bMCR5TJJK0vQpZ+OMN8nvdV/ny5P861rX2Lcxvq83JflIkk9139sPX486+5Rke5LdSS7by/EkeUX3f/KZJPeaqsOq2mc+GLwY+kXgcOBA4NPAkUNtngq8pts+CTh7vetegzE/BDio237K/jDmrt3BwPnAhcDcete9yl/juwCfAg7pHt9mvetegzFvA57SbR8J7FzvunsY9wOBewGX7eX4w4FzGVxHc1/gomn629dm4ONcnn8icGa3/XbgmCRLXVTUipFjrqqPVNUPuocXMjjnvmXjvg3D3wAvBn60lsWtgnHG+yTgVVX1LYCq2r3GNfZtnDEXcPNu+xb8ClxHUlXnA9ct0+RE4A01cCFwyyS3m7S/fS3Al7o8/9C9tamqG4DrgVuvSXWrY5wxL3Yqg9/gLRs55iT3BA6rqveuZWGrZJyv8RHAEUk+nuTCJMetWXWrY5wxPx/YnGQX8O/A09emtHW10p/3ZU1zKf1qGOfy/LEu4W/I2ONJshmYAx60qhWtvmXHnORGwMuBJ6xVQatsnK/xBgbLKA9m8BfWR5McXVXfXuXaVss4Yz4ZOKOqXprkfsAbuzH/fPXLWze95te+NgMf5/L8/2uTZAODP72W+5NlXzfWWxIkeRjwXOCEqvrxGtW2WkaN+WDgaOC8JDsZrBWe0/ALmeN+X7+7qn5aVV8GrmIQ6K0aZ8ynAm8FqKoLgJsweMOnX2W9vgXJvhbg41yefw5wSrf9GODD1b060KiRY+6WE17LILxbXxuFEWOuquuramNVzVbVLIN1/xOqan59yp3aON/X72LwYjVJNjJYUvnSmlbZr3HG/FXgGIAkv8kgwBfWtMq1dw7w+O5slPsC11fVNRM/23q/aruXV2k/x+AV7Od2+/6awQ8wDL7IbwO+AHwCOHy9a16DMX8Q+Cawo/s4Z71rXu0xD7U9j4bPQhnzaxzgZcAVwKXASetd8xqM+Ujg4wzOUNkB/M5619zDmM8CrgF+ymC2fSrwZODJi77Or+r+Ty6d9vvaS+klqVH72hKKJGlMBrgkNcoAl6RGGeCS1CgDXJIaZYBLUqMMcElq1P8C2zvVYCOUdf8AAAAASUVORK5CYII=\n", | ||
| 329 | "text/plain": [ | ||
| 330 | "<Figure size 432x288 with 1 Axes>" | ||
| 331 | ] | ||
| 332 | }, | ||
| 333 | "metadata": { | ||
| 334 | "needs_background": "light" | ||
| 335 | }, | ||
| 336 | "output_type": "display_data" | ||
| 337 | }, | ||
| 338 | { | ||
| 339 | "data": { | ||
| 340 | "image/png": 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| ||
| 341 | "text/plain": [ | ||
| 342 | "<Figure size 432x288 with 1 Axes>" | ||
| 343 | ] | ||
| 344 | }, | ||
| 345 | "metadata": { | ||
| 346 | "needs_background": "light" | ||
| 347 | }, | ||
| 348 | "output_type": "display_data" | ||
| 349 | }, | ||
| 350 | { | ||
| 351 | "data": { | ||
| 352 | "image/png": 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\n", | ||
| 353 | "text/plain": [ | ||
| 354 | "<Figure size 432x288 with 1 Axes>" | ||
| 355 | ] | ||
| 356 | }, | ||
| 357 | "metadata": { | ||
| 358 | "needs_background": "light" | ||
| 359 | }, | ||
| 360 | "output_type": "display_data" | ||
| 361 | }, | ||
| 362 | { | ||
| 363 | "data": { | ||
| 364 | "image/png": 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nyToGf3qt9CfLrm6kjyRI8kzgbOA5VfX9KdU2KauNeX/gKODyJFsZzBVe3PCBzFHf1x+qqh9U1ZeAWxgEeqtGGfMG4H0AVXUVsC+DD3zanfX6ESS7WoCPcnn+xcAZw+VTgI/V8OhAo1Yd83A64W8ZhHfrc6Owypir6t6qWl9Vc1U1x2De/zlVtXltyu1slPf1RQwOVpNkPYMplVunWmW/RhnzbcBxAEmewCDAt0+1yum7GPjd4dkoxwD3VtUdYz/bWh+13cFR2s8xOIJ99rDtzxj8B4bBi/yPwBeATwKHrXXNUxjzR4CvA9cNbxevdc2THvOSvpfT8FkoI77GAd4A3ARcD5y61jVPYcxHAp9gcIbKdcCz17rmHsZ8AXAH8AMGe9sbgBcBL1r0Or91+G9yfdf3tZfSS1KjdrUpFEnSiAxwSWqUAS5JjTLAJalRBrgkNcoAl6RGGeCS1Kj/A3NnBT98NeFpAAAAAElFTkSuQmCC\n", | ||
| 365 | "text/plain": [ | ||
| 366 | "<Figure size 432x288 with 1 Axes>" | ||
| 367 | ] | ||
| 368 | }, | ||
| 369 | "metadata": { | ||
| 370 | "needs_background": "light" | ||
| 371 | }, | ||
| 372 | "output_type": "display_data" | ||
| 373 | }, | ||
| 374 | { | ||
| 375 | "data": { | ||
| 376 | "image/png": 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\n", | ||
| 377 | "text/plain": [ | ||
| 378 | "<Figure size 432x288 with 1 Axes>" | ||
| 379 | ] | ||
| 380 | }, | ||
| 381 | "metadata": { | ||
| 382 | "needs_background": "light" | ||
| 383 | }, | ||
| 384 | "output_type": "display_data" | ||
| 385 | }, | ||
| 386 | { | ||
| 387 | "data": { | ||
| 388 | "image/png": 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\n", | ||
| 389 | "text/plain": [ | ||
| 390 | "<Figure size 432x288 with 1 Axes>" | ||
| 391 | ] | ||
| 392 | }, | ||
| 393 | "metadata": { | ||
| 394 | "needs_background": "light" | ||
| 395 | }, | ||
| 396 | "output_type": "display_data" | ||
| 397 | }, | ||
| 398 | { | ||
| 399 | "data": { | ||
| 400 | "image/png": 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9SYIkLwTeCby8qn60RLVNynx9PhR4GnBpklsZjRVubXwic9zP9YVV9eOq+ibwNUaB3tU4fd4InA9QVVcABzP6o08PZ4v6J0j2tQAf5/b8rcCpw/TJwBdqODvQ1Lx9HoYT/ppReHcfG4V5+lxVP6iqVVW1pqrWMBr3f3lVbVuechdsnM/1JxmdrCbJKkZDKrcsaZWLa5w+fws4HiDJsYwCfHpJq1x6W4HfHK5GWQ/8oKru2OtXW+6ztrs4S/t1Rmew3zks+zNGv8AwepP/CbgZ+BJw9HLXvAR9/jxwJ3Dt8Ni63DVPus+z2l5K46tQxnyPA7wf+CpwHXDKcte8BH1eC1zO6AqVa4EXL3fNi9DnjwF3AD9mdLS9EXg98PoZ7/NZw8/kuoV+rr2VXpKa2teGUCRJYzLAJakpA1ySmjLAJakpA1ySmjLAJakpA1ySmvo/K7MMloL9gokAAAAASUVORK5CYII=\n", | ||
| 401 | "text/plain": [ | ||
| 402 | "<Figure size 432x288 with 1 Axes>" | ||
| 403 | ] | ||
| 404 | }, | ||
| 405 | "metadata": { | ||
| 406 | "needs_background": "light" | ||
| 407 | }, | ||
| 408 | "output_type": "display_data" | ||
| 409 | } | 241 | } |
| 410 | ], | 242 | ], |
| 411 | "source": [ | 243 | "source": [ |
| @@ -421,7 +253,7 @@ | |||
| 421 | }, | 253 | }, |
| 422 | { | 254 | { |
| 423 | "cell_type": "code", | 255 | "cell_type": "code", |
| 424 | "execution_count": 4, | 256 | "execution_count": 6, |
| 425 | "metadata": {}, | 257 | "metadata": {}, |
| 426 | "outputs": [], | 258 | "outputs": [], |
| 427 | "source": [ | 259 | "source": [ |
| @@ -448,7 +280,7 @@ | |||
| 448 | }, | 280 | }, |
| 449 | { | 281 | { |
| 450 | "cell_type": "code", | 282 | "cell_type": "code", |
| 451 | "execution_count": 29, | 283 | "execution_count": 7, |
| 452 | "metadata": {}, | 284 | "metadata": {}, |
| 453 | "outputs": [ | 285 | "outputs": [ |
| 454 | { | 286 | { |
| @@ -482,7 +314,7 @@ | |||
| 482 | }, | 314 | }, |
| 483 | { | 315 | { |
| 484 | "cell_type": "code", | 316 | "cell_type": "code", |
| 485 | "execution_count": 30, | 317 | "execution_count": 8, |
| 486 | "metadata": {}, | 318 | "metadata": {}, |
| 487 | "outputs": [], | 319 | "outputs": [], |
| 488 | "source": [ | 320 | "source": [ |
| @@ -496,7 +328,7 @@ | |||
| 496 | }, | 328 | }, |
| 497 | { | 329 | { |
| 498 | "cell_type": "code", | 330 | "cell_type": "code", |
| 499 | "execution_count": 31, | 331 | "execution_count": 9, |
| 500 | "metadata": {}, | 332 | "metadata": {}, |
| 501 | "outputs": [], | 333 | "outputs": [], |
| 502 | "source": [ | 334 | "source": [ |
| @@ -541,70 +373,34 @@ | |||
| 541 | }, | 373 | }, |
| 542 | { | 374 | { |
| 543 | "cell_type": "code", | 375 | "cell_type": "code", |
| 544 | "execution_count": 20, | 376 | "execution_count": 21, |
| 545 | "metadata": {}, | 377 | "metadata": {}, |
| 546 | "outputs": [ | 378 | "outputs": [], |
| 547 | { | ||
| 548 | "name": "stdout", | ||
| 549 | "output_type": "stream", | ||
| 550 | "text": [ | ||
| 551 | "466\n", | ||
| 552 | "30\n", | ||
| 553 | "100\n", | ||
| 554 | "198\n" | ||
| 555 | ] | ||
| 556 | }, | ||
| 557 | { | ||
| 558 | "data": { | ||
| 559 | "text/plain": [ | ||
| 560 | "(array([107., 37., 18., 16., 8., 2., 3., 2., 3., 2.]),\n", | ||
| 561 | " array([ 30. , 73.6, 117.2, 160.8, 204.4, 248. , 291.6, 335.2, 378.8,\n", | ||
| 562 | " 422.4, 466. ]),\n", | ||
| 563 | " <a list of 10 Patch objects>)" | ||
| 564 | ] | ||
| 565 | }, | ||
| 566 | "execution_count": 20, | ||
| 567 | "metadata": {}, | ||
| 568 | "output_type": "execute_result" | ||
| 569 | }, | ||
| 570 | { | ||
| 571 | "data": { | ||
| 572 | "image/png": "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\n", | ||
| 573 | "text/plain": [ | ||
| 574 | "<Figure size 432x288 with 1 Axes>" | ||
| 575 | ] | ||
| 576 | }, | ||
| 577 | "metadata": { | ||
| 578 | "needs_background": "light" | ||
| 579 | }, | ||
| 580 | "output_type": "display_data" | ||
| 581 | } | ||
| 582 | ], | ||
| 583 | "source": [ | 379 | "source": [ |
| 584 | "import matplotlib.pyplot as plt\n", | 380 | "import matplotlib.pyplot as plt\n", |
| 585 | "from shutil import copyfile\n", | 381 | "from shutil import copyfile\n", |
| 586 | "import statistics \n", | 382 | "import statistics \n", |
| 587 | "\n", | 383 | "\n", |
| 588 | "graphStats = getModels('../input/human_30_500_no_xml/', 1500)\n", | 384 | "graphStats = getModels('../input/human/', 1500)\n", |
| 589 | "sizes = []\n", | 385 | "sizes = []\n", |
| 590 | "filenames = reader.readmultiplefiles('../input/human/', 1500, False)\n", | 386 | "filenames = reader.readmultiplefiles('../input/human/', 1500, False)\n", |
| 591 | "count = 1\n", | 387 | "count = 1\n", |
| 592 | "# for filename in filenames:\n", | 388 | "for filename in filenames:\n", |
| 593 | "# graphStat = GraphStat(filename)\n", | 389 | " graphStat = GraphStat(filename)\n", |
| 594 | "# size = graphStat.numNodes[0]\n", | 390 | " size = graphStat.numNodes[0]\n", |
| 595 | "# if size >= 30 and size <= 500 and not ('EAnnotation' in graphStat.nodeTypeStat.keys() and 'EStringToStringMapEntry' in graphStat.nodeTypeStat.keys()):\n", | 391 | " if size >= 30 and size <= 500 and not ('EAnnotation' in graphStat.nodeTypeStat.keys() and 'EStringToStringMapEntry' in graphStat.nodeTypeStat.keys()):\n", |
| 596 | "# copyfile(filename, filename.replace('human', 'human_30_500_no_xml'))\n", | 392 | " copyfile(filename, filename.replace('human', 'human_30_500_no_xml'))\n", |
| 597 | " \n", | 393 | " \n", |
| 598 | " \n", | 394 | " \n", |
| 599 | "for g in graphStats:\n", | 395 | "# for g in graphStats:\n", |
| 600 | " size = g.numNodes[0]\n", | 396 | "# size = g.numNodes[0]\n", |
| 601 | " if size >= 30 and size <= 500 and not ('EAnnotation' in g.nodeTypeStat.keys() and 'EStringToStringMapEntry' in g.nodeTypeStat.keys()):\n", | 397 | "# if size >= 30 and size <= 500 and not ('EAnnotation' in g.nodeTypeStat.keys() and 'EStringToStringMapEntry' in g.nodeTypeStat.keys()):\n", |
| 602 | " sizes.append(g.numNodes[0])\n", | 398 | "# sizes.append(g.numNodes[0])\n", |
| 603 | "print(max(sizes))\n", | 399 | "# print(max(sizes))\n", |
| 604 | "print(min(sizes))\n", | 400 | "# print(min(sizes))\n", |
| 605 | "print(statistics.mean(sizes))\n", | 401 | "# print(statistics.mean(sizes))\n", |
| 606 | "print(len(sizes))\n", | 402 | "# print(len(sizes))\n", |
| 607 | "plt.hist(sizes, bins=10)\n" | 403 | "# plt.hist(sizes, bins=10)\n" |
| 608 | ] | 404 | ] |
| 609 | }, | 405 | }, |
| 610 | { | 406 | { |