paper version of Algorithm
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								RecipeAnalysis/ActionGroups.py
									
									
									
									
									
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								RecipeAnalysis/ActionGroups.py
									
									
									
									
									
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							| @ -0,0 +1,77 @@ | ||||
| groups = { | ||||
|      'heat':'heat', | ||||
|      'cook':'heat', | ||||
|      'bake':'heat', | ||||
|      'grill':'heat', | ||||
|      'melt':'heat', | ||||
|      'blend':None, | ||||
|      'beat':'prepare', | ||||
|      'spread':None, | ||||
|      'cool':'cool', | ||||
|      'brown':'heat', | ||||
|      'cut':'prepare', | ||||
|      'chill':'cool', | ||||
|      'drain':None, | ||||
|      'boil':'heat', | ||||
|      'simmer':'heat', | ||||
|      'pour':None, | ||||
|      'freeze':'cool', | ||||
|      'saute':'heat', | ||||
|      'rinse':'prepare', | ||||
|      'warm':'heat', | ||||
|      'wash':'prepare', | ||||
|      'knead':'prepare', | ||||
|      'peel':'prepare', | ||||
|      'parboil':'heat', | ||||
|      'break':'prepare', | ||||
|      'broil':'heat', | ||||
|      'scorch':'heat', | ||||
|      'skim':None, | ||||
|      'fry':'heat', | ||||
|      'refrigerate':'cool', | ||||
|      'burn':'heat', | ||||
|      'thicken':None, | ||||
|      'grate':'prepare', | ||||
|      'brush':'prepare', | ||||
|      'open':'prepare', | ||||
|      'crack':'prepare', | ||||
|      'poach':'heat', | ||||
|      'slice':'prepare', | ||||
|      'whisk':None, | ||||
|      'dice':'prepare', | ||||
|      'marinate':None, | ||||
|      'whip':None, | ||||
|      'sour':None, | ||||
|      'soak':None, | ||||
|      'steam':'heat', | ||||
|      'chop':'prepare', | ||||
|      'mince':None, | ||||
|      'mash':'prepare', | ||||
|      'squeeze':'prepare', | ||||
|      'wipe':'prepare', | ||||
|      'thaw':'prepare', | ||||
|      'curdle':'heat', | ||||
|      'sweeten':None, | ||||
|      'baste':None, | ||||
|      'carve':None, | ||||
|      'grind':'prepare', | ||||
|      'debone':'prepare', | ||||
|      'steep':None, | ||||
|      'clarify':None, | ||||
|      'macerate':'prepare', | ||||
|      'crumple':'prepare', | ||||
|      'braise':'heat', | ||||
|      'gut':None, | ||||
|      'bury':None, | ||||
|      'spread':None, | ||||
|      'place':None | ||||
| } | ||||
|  | ||||
| inverse_groups = {} | ||||
| for g in set(groups.values()): | ||||
|     if g is not None: | ||||
|         inverse_groups[g] = [] | ||||
|  | ||||
| for a,g in groups.items(): | ||||
|     if g is not None: | ||||
|         inverse_groups[g].append(a) | ||||
| @ -9,7 +9,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": null, | ||||
|    "execution_count": 1, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -91,7 +91,7 @@ | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "groups = {\n", | ||||
|     "    'place':None,\n", | ||||
|     "     #'place':None,\n", | ||||
|     "     'heat':'heat',\n", | ||||
|     "     'cook':'heat',\n", | ||||
|     "     'bake':'heat',\n", | ||||
| @ -99,7 +99,6 @@ | ||||
|     "     'melt':'heat',\n", | ||||
|     "     'blend':None,\n", | ||||
|     "     'beat':'prepare',\n", | ||||
|     "     'spread':None,\n", | ||||
|     "     'cool':'cool',\n", | ||||
|     "     'brown':'heat',\n", | ||||
|     "     'cut':'prepare',\n", | ||||
| @ -152,6 +151,7 @@ | ||||
|     "     'steep':None,\n", | ||||
|     "     'clarify':None,\n", | ||||
|     "     'macerate':'prepare',\n", | ||||
|     "     #'spread':None,\n", | ||||
|     "     'crumple':'prepare',\n", | ||||
|     "     'braise':'heat',\n", | ||||
|     "     'gut':None,\n", | ||||
| @ -187,22 +187,26 @@ | ||||
|     { | ||||
|      "data": { | ||||
|       "application/vnd.jupyter.widget-view+json": { | ||||
|        "model_id": "6b079a15f1b94d9e9ebce8ad6eb82058", | ||||
|        "model_id": "77d9643f1116425eb40c8664edca0bf9", | ||||
|        "version_major": 2, | ||||
|        "version_minor": 0 | ||||
|       }, | ||||
|       "text/plain": [ | ||||
|        "HBox(children=(FloatProgress(value=0.0, max=527544.0), HTML(value='')))" | ||||
|        "HBox(children=(FloatProgress(value=0.0, max=467050.0), HTML(value='')))" | ||||
|       ] | ||||
|      }, | ||||
|      "metadata": {}, | ||||
|      "output_type": "display_data" | ||||
|     }, | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "\n" | ||||
|      "ename": "KeyError", | ||||
|      "evalue": "'spread'", | ||||
|      "output_type": "error", | ||||
|      "traceback": [ | ||||
|       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", | ||||
|       "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)", | ||||
|       "\u001b[0;32m<ipython-input-6-8156ba150c10>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      9\u001b[0m     \u001b[0mgrouped_ing\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mIngredient\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ming\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_base_ingredient\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0ma\u001b[0m \u001b[0;32min\u001b[0m \u001b[0ming\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_action_set\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m         \u001b[0mgrouped_ing\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply_action\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgroups\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m     \u001b[0mgrouped_act\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgroups\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mact\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | ||||
|       "\u001b[0;31mKeyError\u001b[0m: 'spread'" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
| @ -227,31 +231,9 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 7, | ||||
|    "execution_count": null, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
|      "data": { | ||||
|       "application/vnd.jupyter.widget-view+json": { | ||||
|        "model_id": "b5b6c8ff52d1407495ef7fcd3ff409a8", | ||||
|        "version_major": 2, | ||||
|        "version_minor": 0 | ||||
|       }, | ||||
|       "text/plain": [ | ||||
|        "HBox(children=(FloatProgress(value=0.0, max=2123892.0), HTML(value='')))" | ||||
|       ] | ||||
|      }, | ||||
|      "metadata": {}, | ||||
|      "output_type": "display_data" | ||||
|     }, | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "c = m_mix.get_csr()\n", | ||||
|     "\n", | ||||
|  | ||||
										
											
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							| @ -75,7 +75,7 @@ | ||||
|     { | ||||
|      "data": { | ||||
|       "text/plain": [ | ||||
|        "<db.database_connection.DatabaseConnection at 0x7fbc4c131510>" | ||||
|        "<db.database_connection.DatabaseConnection at 0x7f3635212850>" | ||||
|       ] | ||||
|      }, | ||||
|      "execution_count": 2, | ||||
| @ -101,8 +101,8 @@ | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "CPU times: user 8.68 s, sys: 778 ms, total: 9.46 s\n", | ||||
|       "Wall time: 12.5 s\n" | ||||
|       "CPU times: user 8.52 s, sys: 719 ms, total: 9.24 s\n", | ||||
|       "Wall time: 9.4 s\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
| @ -187,7 +187,7 @@ | ||||
|     { | ||||
|      "data": { | ||||
|       "application/vnd.jupyter.widget-view+json": { | ||||
|        "model_id": "70396063ce4140b48105751d0ece88c9", | ||||
|        "model_id": "fa6557a61875425495f90a61f88115af", | ||||
|        "version_major": 2, | ||||
|        "version_minor": 0 | ||||
|       }, | ||||
| @ -202,9 +202,15 @@ | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "warning: recipe 0a14762efd has no ingredient! skipping it\n", | ||||
|       "warning: recipe 361b00dc50 has no ingredient! skipping it\n", | ||||
|       "warning: recipe e3b081a317 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 8be34a1b83 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 5f02077e4c has no ingredient! skipping it\n", | ||||
|       "warning: recipe e5c317b3f1 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 56016a1985 has no ingredient! skipping it\n", | ||||
|       "warning: recipe eb77bd6edc has no ingredient! skipping it\n", | ||||
|       "warning: recipe 5ce8c2cedd has no ingredient! skipping it\n", | ||||
|       "warning: recipe d7a9aaba3a has no ingredient! skipping it\n", | ||||
|       "warning: recipe 5d99d73716 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 5a8462b13f has no ingredient! skipping it\n", | ||||
|       "an error occured : 'NoneType' object has no attribute 'lower'\n" | ||||
|      ] | ||||
|     }, | ||||
| @ -235,30 +241,83 @@ | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "warning: recipe 80dd4d10ab has no ingredient! skipping it\n", | ||||
|       "warning: recipe ac1ab87418 has no ingredient! skipping it\n", | ||||
|       "warning: recipe fa5b33cadc has no ingredient! skipping it\n", | ||||
|       "warning: recipe 80eb0385d0 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 2dfb05c466 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 7b372faa16 has no ingredient! skipping it\n", | ||||
|       "warning: recipe f53fe916f2 has no ingredient! skipping it\n", | ||||
|       "warning: recipe b4ff30e1de has no ingredient! skipping it\n", | ||||
|       "warning: recipe cf2300c7ac has no ingredient! skipping it\n", | ||||
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|       "warning: recipe edbdc9c52f has no ingredient! skipping it\n", | ||||
|       "warning: recipe 4db0dadfce has no ingredient! skipping it\n", | ||||
|       "warning: recipe d9933872c6 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 37af7ba84f has no ingredient! skipping it\n", | ||||
|       "warning: recipe cfc02f6bd7 has no ingredient! skipping it\n", | ||||
|       "warning: recipe fac985c58f has no ingredient! skipping it\n", | ||||
|       "warning: recipe 91308ac1b2 has no ingredient! skipping it\n", | ||||
|       "warning: recipe d3ff2bf3f9 has no ingredient! skipping it\n", | ||||
|       "warning: recipe ed9a0d0d51 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 52f19fe220 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 6fa7839c14 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 99ab771181 has no ingredient! skipping it\n", | ||||
|       "warning: recipe de79b67e1a has no ingredient! skipping it\n", | ||||
|       "warning: recipe ebc64e182c has no ingredient! skipping it\n", | ||||
|       "warning: recipe 7358870155 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 3e06b9bc57 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 7c67cd9da7 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 1e5911a066 has no ingredient! skipping it\n", | ||||
|       "an error occured : 'NoneType' object is not subscriptable\n" | ||||
|      ] | ||||
|     }, | ||||
|     { | ||||
|      "name": "stderr", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "Traceback (most recent call last):\n", | ||||
|       "  File \"<timed exec>\", line 4, in <module>\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 888, in __init__\n", | ||||
|       "    self.annotate_sentences()\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 981, in annotate_sentences\n", | ||||
|       "    self._annotate_sentences(self._sentences, self.predict_labels())\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 933, in predict_labels\n", | ||||
|       "    features = [sent2features(sent) for sent in self._sentences]\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 933, in <listcomp>\n", | ||||
|       "    features = [sent2features(sent) for sent in self._sentences]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 87, in sent2features\n", | ||||
|       "    return [word2features(sent, i) for i in range(len(sent))]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 87, in <listcomp>\n", | ||||
|       "    return [word2features(sent, i) for i in range(len(sent))]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 19, in word2features\n", | ||||
|       "    'word[-3:]=' + word[-3:],\n", | ||||
|       "TypeError: 'NoneType' object is not subscriptable\n" | ||||
|      ] | ||||
|     }, | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "warning: recipe 56016a1985 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 1d14e148c9 has no ingredient! skipping it\n", | ||||
|       "warning: recipe f96375e11c has no ingredient! skipping it\n", | ||||
|       "warning: recipe 026e9af79d has no ingredient! skipping it\n", | ||||
|       "warning: recipe c884f5d8a0 has no ingredient! skipping it\n", | ||||
|       "warning: recipe 76b02fee35 has no ingredient! skipping it\n", | ||||
|       "an error occured : 'NoneType' object has no attribute 'lower'\n" | ||||
|      ] | ||||
|     }, | ||||
|     { | ||||
|      "name": "stderr", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "Traceback (most recent call last):\n", | ||||
|       "  File \"<timed exec>\", line 4, in <module>\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 888, in __init__\n", | ||||
|       "    self.annotate_sentences()\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 981, in annotate_sentences\n", | ||||
|       "    self._annotate_sentences(self._sentences, self.predict_labels())\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 933, in predict_labels\n", | ||||
|       "    features = [sent2features(sent) for sent in self._sentences]\n", | ||||
|       "  File \"/home/jonas/Dokumente/gitRepos/master_thesis/RecipeAnalysis/Recipe.py\", line 933, in <listcomp>\n", | ||||
|       "    features = [sent2features(sent) for sent in self._sentences]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 87, in sent2features\n", | ||||
|       "    return [word2features(sent, i) for i in range(len(sent))]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 87, in <listcomp>\n", | ||||
|       "    return [word2features(sent, i) for i in range(len(sent))]\n", | ||||
|       "  File \"../Tagging/crf_data_generator.py\", line 54, in word2features\n", | ||||
|       "    '+1:word.lower=' + word1.lower(),\n", | ||||
|       "AttributeError: 'NoneType' object has no attribute 'lower'\n" | ||||
|      ] | ||||
|     }, | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "warning: recipe 2fa5b920f4 has no ingredient! skipping it\n", | ||||
|       "\n", | ||||
|       "CPU times: user 1h 57min 25s, sys: 36.8 s, total: 1h 58min 2s\n", | ||||
|       "Wall time: 1h 58min 41s\n" | ||||
|       "CPU times: user 2h 2min 39s, sys: 43.4 s, total: 2h 3min 23s\n", | ||||
|       "Wall time: 2h 4min 37s\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
| @ -282,7 +341,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 8, | ||||
|    "execution_count": 10, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
| @ -291,7 +350,7 @@ | ||||
|        "99999" | ||||
|       ] | ||||
|      }, | ||||
|      "execution_count": 8, | ||||
|      "execution_count": 10, | ||||
|      "metadata": {}, | ||||
|      "output_type": "execute_result" | ||||
|     } | ||||
| @ -302,7 +361,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 9, | ||||
|    "execution_count": 11, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -318,7 +377,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 10, | ||||
|    "execution_count": 12, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -330,19 +389,19 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 11, | ||||
|    "execution_count": 13, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "m_act.apply_threshold(5)\n", | ||||
|     "m_mix.apply_threshold(5)\n", | ||||
|     "m_base_act.apply_threshold(10)\n", | ||||
|     "m_base_mix.apply_threshold(10)" | ||||
|     "m_act.apply_threshold(10)\n", | ||||
|     "m_mix.apply_threshold(10)\n", | ||||
|     "m_base_act.apply_threshold(20)\n", | ||||
|     "m_base_mix.apply_threshold(20)" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 12, | ||||
|    "execution_count": 14, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -354,7 +413,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 13, | ||||
|    "execution_count": 15, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -373,7 +432,7 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 14, | ||||
|    "execution_count": 16, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
| @ -385,17 +444,17 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 15, | ||||
|    "execution_count": 17, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "(65, 272623) (293753, 293753)\n", | ||||
|       "30381 42885\n", | ||||
|       "(65, 11807) (13603, 13603)\n", | ||||
|       "10725 19775\n" | ||||
|       "(64, 237792) (266772, 266772)\n", | ||||
|       "13170 17041\n", | ||||
|       "(64, 11455) (13528, 13528)\n", | ||||
|       "6083 10775\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
| @ -408,15 +467,15 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 16, | ||||
|    "execution_count": 18, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
|      "name": "stdout", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "(65, 272623) (293753, 293753)\n", | ||||
|       "30381 42885\n" | ||||
|       "(64, 237792) (266772, 266772)\n", | ||||
|       "13170 17041\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
| @ -427,16 +486,16 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 18, | ||||
|    "execution_count": 19, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
|      "data": { | ||||
|       "text/plain": [ | ||||
|        "30381" | ||||
|        "13170" | ||||
|       ] | ||||
|      }, | ||||
|      "execution_count": 18, | ||||
|      "execution_count": 19, | ||||
|      "metadata": {}, | ||||
|      "output_type": "execute_result" | ||||
|     } | ||||
|  | ||||
		Reference in New Issue
	
	Block a user