{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Conllu Data Filtering\n", "purpose of this notebook is to evaluate the quality of raw recipes.\n", "Quality is measured by the following criterias:\n", "\n", "* Length of the recipe (shorter recipes without unnecessary information are better)\n", " * (maybe also length of single sentences)\n", "* Ratio of cooking keywords vs other words\n", "* **TODO**: more to comeā€¦" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from conllu_batch_generator import ConlluReader\n", "import numpy as np\n", "from crf_data_generator import *" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly\n", "plotly.__version__\n", "\n", "import plotly.graph_objs as go\n", "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", "init_notebook_mode(connected=True)\n", "\n", "import sys\n", "sys.path.insert(0, '..') # noqa\n", "import settings # noqa" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from IPython.display import Markdown" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "#cr = ConlluReader(\"../\" + settings.gzipped_conllu_data_root + \"recipes0.conllu.gz\", iter_documents=True)\n", "cr = ConlluReader(\"recipes3.conllu\", iter_documents=True, return_recipe_ids=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import pycrfsuite\n", "\n", "tagger = pycrfsuite.Tagger()\n", "tagger.open('test.crfsuite')\n", "\n", "class recipe(object):\n", " def __init__(self, sentences_list: list, recipe_id = None):\n", " \"\"\"\n", " @param sentences_list: list of token_lists\n", " \"\"\"\n", " self._sentences = []\n", " self._recipe_id = recipe_id\n", " for sent in sentences_list:\n", " if len(sent) > 0:\n", " self._sentences.append(sent)\n", " \n", " def avg_sentence_length(self):\n", " return sum([len(s) for s in self._sentences])/len(self._sentences)\n", " \n", " def n_instructions(self):\n", " return len(self._sentences)\n", " \n", " def max_sentence_length(self):\n", " return max([len(s) for s in self._sentences])\n", " \n", " def keyword_ratio(self):\n", " sentence_ratios = []\n", " for sent in self._sentences:\n", " # FIXME: only works if there are no other misc annotations!\n", " sentence_ratios.append(sum([token['misc'] is not None for token in sent]))\n", " return sum(sentence_ratios) / len(sentence_ratios)\n", " \n", " def predict_labels(self):\n", " features = [sent2features(sent) for sent in self._sentences]\n", " labels = [tagger.tag(feat) for feat in features]\n", " return labels\n", " \n", " def recipe_id(self):\n", " return self._recipe_id\n", " \n", " def serialize(self):\n", " result = \"# newdoc\\n\"\n", " if self._recipe_id is not None:\n", " result += f\"# id: {self._recipe_id}\\n\"\n", " \n", " for sent in self._sentences:\n", " result += f\"{sent.serialize()}\"\n", " return result + \"\\n\"\n", " \n", " def __repr__(self):\n", " s = \"recipe: \" + (self._recipe_id if self._recipe_id else \"\") + \"\\n\"\n", " s += \"instructions: \\n\"\n", " for sent in self._sentences:\n", " s += \" \".join([token['form'] for token in sent]) + \"\\n\"\n", " \n", " s += \"\\nscores:\\n\"\n", " s += f\"avg_sent_length: {self.avg_sentence_length()}\\n\"\n", " s += f\"n_instructions: {self.n_instructions()}\\n\"\n", " s += f\"keyword_ratio: {self.keyword_ratio()}\\n\\n\\n\"\n", " \n", " return s" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "\n", "#for i, r in enumerate(cr):\n", "# display(recipe(r))\n", "# if i > 20:\n", "# break" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "n_instructions_counter = []\n", "avg_sent_counter = []\n", "keyword_ratio_counter = []\n", "max_sent_counter = []\n", "\n", "for r, recipe_id in cr:\n", " rec = recipe(r, recipe_id)\n", " n_instructions_counter.append(rec.n_instructions())\n", " avg_sent_counter.append(rec.avg_sentence_length())\n", " keyword_ratio_counter.append(rec.keyword_ratio())\n", " max_sent_counter.append(rec.max_sentence_length())" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "5000" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(n_instructions_counter)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "## Recipe Analysis" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "### number of instruction's distribution" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { 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Ka/4ufvbzRzdHitlzF8fuu02KnhOPjGUPLo8zzl8UdyyZH2N2GB1be02kyB1AqwkQIECAAAECBAgQIECAAAECBAgQIFCygEiRm17XRYrnnlsb7541L84944SYfcHiRqTYsKE/pkw/Jb5x88LYcczohuiscy6Po6YdEAe84XWDvnbglL1r/3VPvX2jmj5hfb3rmn6vNxIgQIAAAQIECBAgQIAAAQIECBAgQKAOAiJFbopdFyk+ftVNsduvT4xpB78+ju+Z24gUKx5dFcfPmhtLb7xks+ali2+KCePHxtsPfuOgr804dppI8SvnT6TI/TBaTYAAAQIECBAgQIAAAQIECBAgQIBAeQIiRW5mXRUp7vv+D+Oyz9wSn77kzHj8yac3R4of/2xF9MxZGLcvmb9Zc9G1tzWesDjsLVMGfa1nxhHx2BPP5ibQ4as/0rtd0zu8sG9D0+/1RgIECAyVQH9EjBiqD/M5BAgQIECAAAECBAoT8O/DhQ3MdgkQqKXApPE71PK+huumuiZSPPvc2jhh1ry49PxTGr97YuAXZT//JMUjjz0ex8w8r/F1T8//uejKG2LSxPFx2JunDPraScdNi+fW1fsv5j/wofVNn8VFHx/Z9Hu9kQABAkMlsH59f4wcKVMMlafPIUCAQKsC6zf0x8jt/HO4VTfvJ0CAwFAJ+OfwUEn6HAIECLx0gdGjmv8PvV/6Veq7smsixT33PRTvP/OSGDVq41+k9/f3x+o1z8bOO42JWz/zsXjHX3407rphQYwbu1Pj9ZmzL42jDz0wDtpvn5g6vWeLrx28/2Rf9/QrPxu+7qm+/6BwZwQIECBAgAABAgQIECBAgAABAgQIbFnA1z3lTkbXRIoXM/3qkxQDr/UuuCZ23WV8zJpxZCx7cHn0nH1Z3Hn9xY2IsbXXHl65JjeBDl/tF2d3+IBsjwABAgQIECBAgAABAgQIECBAgACBtgqIFDl+keK6CxuCTz69OubMuzruXfZQjBu7c5x7+gkxdd89t/maSPFfB9CTFLkfRqsJECBAgAABAgQIECBAgAABAgQIEChPQKTIzaxrI0WO7b9WixQvXVLUeOl2VhIgQIAAAQIECBAgQIAAAQIECBAg0BkCIkVuDiJFzs/vpEj4iRQJPEsJECBAgAABAgQIECBAgAABAgQIEOgIAZEiNwaRIucnUiT9ml0uaDQr5X0ECBAgQIAAAQIECBAgQIAAAQIECAyngEiR0xYpcn4iRdKv2eUiRbNS3keAAAECBAgQIECAAAECBAgQIECAwHAKiBQ5bZEi5ydSJP2aXS5SNCvlfQQIECBAgAABAgQIECBAgAABAgQIDKeASJHTFilyfiJF0q/Z5SJFs1LeR4AAAQIECBAgQIAAAQIECBAgQIDAcAqIFDltkSLnJ1Ik/ZpdLlI0K+V9BAgQIECAAAECBAgQIECAAAECBAgMp4BIkdMWKXJ+IkXSr9nlIkWzUt5HgAABAgQIECBAgAABAgQIECBAgMBwCogUOW2RIucnUiT9ml0uUjQr5X0ECBAgQIAAAQIECBAgQIAAAQIECAyngEiR0xYpcn4iRdKv2eUiRbNS3keAAAECBAgQIECAAAECBAgQIECAwHAKiBQ5bZEi51dkpOjtG5W86+FfLlIMv7krEiBAgAABAgQIECBAgAABAgQIECCwbQGRYttGW3uHSJHzEymSfs0uFymalfI+AgQIECBAgAABAgQIECBAgAABAgSGU0CkyGmLFDk/kSLp1+xykaJZKe8jQIAAAQIECBAgQIAAAQIECBAgQGA4BUSKnLZIkfMTKZJ+zS4XKZqV8j4CBAgQIECAAAECBAgQIECAAAECBIZTQKTIaYsUOT+RIunX7HKRolkp7yNAgAABAgQIECBAgAABAgQIECBAYDgFRIqctkiR8xMpkn7NLhcpmpXyPgIECBAgQIAAAQIECBAgQIAAAQIEhlNApMhpixQ5P5Ei6dfscpGiWSnvI0CAAAECBAgQIECAAAECBAgQIEBgOAVEipy2SJHzEymSfs0uFymalfI+AgQIECBAgAABAgQIECBAgAABAgSGU0CkyGmLFDk/kSLp1+xykaJZKe8jQIAAAQIECBAgQIAAAQIECBAgQGA4BUSKnLZIkfMTKZJ+zS4XKZqV8j4CBAgQIECAAAECBAgQIECAAAECBIZTQKTIaYsUOT+RIunX7HKRolkp7yNAgAABAgQIECBAgAABAgQIECBAYDgFRIqctkiR8xMpkn7NLhcpmpXyPgIECBAgQIAAAQIECBAgQIAAAQIEhlNApMhpixQ5P5Ei6dfscpGiWSnvI0CAAAECBAgQIECAAAECBAgQIEBgOAVEipy2SJHzEymSfs0uFymalfI+AgQIECBAgAABAgQIECBAgAABAgSGU0CkyGmLFDk/kSLp1+xykaJZKe8jQIAAAQIECBAgQIAAAQIECBAgQGA4BUSKnLZIkfMTKZJ+zS4XKZqV8j4CBAgQIECAAAECBAgQIECAAAECBIZTQKTIaYsUOT+RIunX7HKRolkp7yNAgAABAgQIECBAgAABAgQIECBAYDgFRIqctkiR8xMpkn7NLhcpmpXyPgIECBAgQIAAAQIECBAgQIAAAQIEhlNApMhpixQ5P5Ei6VfFckGjClWfSYAAAQIECBAgQIAAAQIECBAgQIDAlgREity5EClyfiJF0q+K5SJFFao+kwABAgQIECBAgAABAgQIECBAgAABkWLoz4BIkTR9eOWa5CcM//LevlHDf9FhvKJIMYzYLkWAAAECBAgQIECAAAECBAgQIECgywU8SZE7ACJFzs+TFEm/KpaLFFWo+kwCBAgQIECAAAECBAgQIECAAAECBLYkIFLkzoVIkfMTKZJ+VSwXKapQ9ZkECBAgQIAAAQIECBAgQIAAAQIECIgUQ38GRIqkqa97SgJWsFykqADVRxIgQIAAAQIECBAgQIAAAQIECBAgsEUBT1LkDoZIkfPzJEXSr4rlIkUVqj6TAAECBAgQIECAAAECBAgQIECAAIEtCYgUuXMhUuT8RIqkXxXLRYoqVH0mAQIECBAgQIAAAQIECBAgQIAAAQIixdCfAZEiaerrnpKAFSwXKSpA9ZEECBAgQIAAAQIECBAgQIAAAQIECGxRwJMUuYMhUuT8PEmR9KtiuUhRharPJECAAAECBAgQIECAAAECBAgQIEBgSwIiRe5ciBQ5P5Ei6VfFcpGiClWfSYAAAQIECBAgQIAAAQIECBAgQICASDH0Z0CkSJr6uqckYAXLW4kUvX2jWtpBK5/d0gd7MwECBAgQIECAAAECBAgQIECAAAECRQp4kiI3NpEi5+dJiqRfFctbCQkiRRUT8JkECBAgQIAAAQIECBAgQIAAAQIEukdApMjNWqTI+YkUSb8qlosUVaj6TAIECBAgQIAAAQIECBAgQIAAAQIEtiQgUuTOhUiR8xMpkn5VLBcpqlD1mQQIECBAgAABAgQIECBAgAABAgQIiBRDfwZEiqSp30mRBKxguUhRAaqPJECAAAECBAgQIECAAAECBAgQIEBgiwKepMgdDJEi5+dJiqRfFctFiipUfSYBAgQIECBAgAABAgQIECBAgAABAlsSECly50KkyPmJFEm/KpaLFFWo+kwCBAgQIECAAAECBAgQIECAAAECBESKoT8DIkXS1Nc9JQErWC5SVIDqIwkQIECAAAECBAgQIECAAAECBAgQ2KKAJylyB0OkyPl5kiLpV8VykaIKVZ9JgAABAgQIECBAgAABAgQIECBAgMCWBESK3LkQKXJ+IkXSr4rlIkUVqj6TAAECBAgQIECAAAECBAgQIECAAAGRYujPgEiRNPV1T0nAwpa3EkAKuzXbJUCAAAECBAgQIECAAAECBAgQIEDgJQh4kuIloP3KEpEi5+dJiqRfactFitImZr8ECBAgQIAAAQIECBAgQIAAAQIEqhUQKXK+IkXOT6RI+pW2XKQobWL2S4AAAQIECBAgQIAAAQIECBAgQKBaAZEi5ytS5PxEiqRfactFitImZr8ECBAgQIAAAQIECBAgQIAAAQIEqhUQKXK+IkXOr2MiRW/fqOSdWN6MgEjRjJL3ECBAgAABAgQIECBAgAABAgQIEOgeAZEiN2uRIucnUiT9SlsuUpQ2MfslQIAAAQIECBAgQIAAAQIECBAgUK2ASJHz7apI8S/fXRZX/u1t8ZP/WBFjxuwQxx5+UJx03LSG4Konnoqz5n0q7ntgeUycMC76zpwRk/faY5uvPbxyTW4CQ7TakxRDBLmNjxEphsfZVQgQIECAAAECBAgQIECAAAECBAiUIiBS5CbVVZHi9r//l3jtHr8Tr3nV7vH4E0/HcR/oiwvPPjle94e/G7PnLo7dd5sUPSceGcseXB5nnL8o7lgyP8bsMHqrr4kUuQNY2mqRorSJ2S8BAgQIECBAgAABAgQIECBAgACBagVEipxvV0WKF1Od/tEr4i1v2jfeeuCfxZTpp8Q3bl4YO44Z3XjbrHMuj6OmHRAHvOF1g7524JS9fd1T7vwVt1qkKG5kNkyAAAECBAgQIECAAAECBAgQIECgUgGRIsfblZFiw4b++NY998cFC5fE5xadG889ty6OnzU3lt54yWbNSxffFBPGj423H/zGQV+bcey0+PkvOuPrns493y/Ozv0oNLf6Yx9d19wbvYsAgeET6I+IEcN3OVciQIAAgRcK9PdHjPDPYceCAAEC7RPw78Pts3dlAgQIbBL4zYk7skgIdF2kuGDhdXHrnXfHqFEj45xT3x2HvWVK/PhnK6JnzsK4fcn8zZSLrr0tBmLGwOuDvdYz44gY+B9lnfDnL09b2wnbqP0erl64fe3v0Q0SKE1g3foNMWrkdqVt234JECBQG4G16zfE9v45XJt5uhECBMoT8O/D5c3MjgkQqJ+A/2gnN9OuixTPc/3kPx6Jsy+8Oo56+5tiyp/uGcfMPK/xdU/P/7noyhti0sTxcdibpwz62sAv3fY7KXIHsLTVvu6ptInZLwECBAgQIECAAAECBAgQIECAAIFqBXzdU863ayPFANsX7vhmfO+B5XH+X58YU6f3xF03LIhxY3dqiM6cfWkcfeiBcdB++wz62sH7TxYpcuevuNUiRXEjs2ECBAgQIECAAAECBAgQIECAAAEClQqIFDnerooU3/2/P4h99twjRo7cLh5/4uk4/bwrGr9z4h2Hvil6F1wTu+4yPmbNODKWPbg8es6+LO68/uLYeacxW33NkxS5A1jaapGitInZLwECBAgQIECAAAECBAgQIECAAIFqBUSKnG9XRYrZcxfHt+/5fiNSjNlhdBz+1v3i/ccfGiNGjIgnn14dc+ZdHfcueyjGjd05zj39hJi6754N3a29JlLkDmBpq0WK0iZmvwQIECBAgAABAgQIECBAgAABAgSqFRApcr5dFSlyVFteLVJUodq5nylSdO5s7IwAAQIECBAgQIAAAQIECBAgQIBAOwREipy6SJHz8zspkn6lLRcpSpuY/RIgQIAAAQIECBAgQIAAAQIECBCoVkCkyPmKFDk/kSLpV9pykaK0idkvAQIECBAgQIAAAQIECBAgQIAAgWoFRIqcr0iR8xMpkn6lLRcpSpuY/RIgQIAAAQIECBAgQIAAAQIECBCoVkCkyPmKFDk/kSLpV9pykaK0idkvAQIECBAgQIAAAQIECBAgQIAAgWoFRIqcr0iR8xMpkn6lLRcpSpuY/RIgQIAAAQIECBAgQIAAAQIECBCoVkCkyPmKFDk/kSLpV9pykaK0idkvAQIECBAgQIAAAQIECBAgQIAAgWoFRIqcr0iR8xMpkn51Xi5o1Hm67o0AAQIECBAgQIAAAQIECBAgQIDARgGRIncSRIqcn0iR9KvzcpGiztN1bwQIECBAgAABAgQIECBAgAABAgREiqE4AyJFUvHhlWuSnzA0y3v7Rg3NB/mUIRMQKYaM0gcRIECAAAECBAgQIECAAAECBOim2WgAACAASURBVAgQ6FgBT1LkRiNS5Pw8SZH0q/NykaLO03VvBAgQIECAAAECBAgQIECAAAECBDYKiBS5kyBS5PxEiqRfnZeLFHWernsjQIAAAQIECBAgQIAAAQIECBAgIFIMxRkQKZKKvu4pCVjj5SJFjYfr1ggQIECAAAECBAgQIECAAAECBAhsEvAkRe4oiBQ5P09SJP3qvFykqPN03RsBAgQIECBAgAABAgQIECBAgACBjQIiRe4kiBQ5P5Ei6Vfn5SJFnafr3ggQIECAAAECBAgQIECAAAECBAiIFENxBkSKpKKve0oC1ni5SFHj4bo1AgQIECBAgAABAgQIECBAgAABApsEPEmROwoiRc7PkxRJvzovFynqPF33RoAAAQIECBAgQIAAAQIECBAgQGCjgEiROwkiRc5PpEj61Xm5SFHn6bo3AgQIECBAgAABAgQIECBAgAABAiLFUJwBkSKp6OuekoA1Xi5S1Hi4bo0AAQIECBAgQIAAAQIECBAgQIDAJgFPUuSOgkiR8/MkRdKvzstFijpP170RIECAAAECBAgQIECAAAECBAgQ2CggUuROgkiR8xMpkn51Xi5S1Hm67o0AAQIECBAgQIAAAQIECBAgQICASDEUZ0CkSCr6uqckYI2XixQ1Hq5bI0CAAAECBAgQIECAAAECBAgQILBJwJMUuaMgUuT8PEmR9KvzcpGiztN1bwQIECBAgAABAgQIECBAgAABAgQ2CogUuZMgUuT8RIqkX52XixR1nq57I0CAAAECBAgQIECAAAECBAgQICBSDMUZECmSir7uKQlY4+UiRY2H69YIECBAgAABAgQIECBAgAABAgQIbBLwJEXuKIgUOT9PUiT96rxcpKjzdN0bAQIECBAgQIAAAQIECBAgQIAAgY0CIkXuJIgUOT+RIulX5+UiRZ2n694IECBAgAABAgQIECBAgAABAgQIiBRDcQZEiqSir3tKAtZ4uUhR4+G6NQIECBAgQIAAAQIECBAgQIAAAQKbBDxJkTsKIkXOz5MUSb86Lxcp6jxd90aAAAECBAgQIECAAAECBAgQIEBgo4BIkTsJIkXOT6RI+tV5uUhR5+m6NwIECBAgQIAAAQIECBAgQIAAAQIixVCcAZEiqejrnpKANV4uUtR4uG6NAAECBAgQIECAAAECBAgQIECAwCYBT1LkjoJIkfPzJEXSr87LRYo6T9e9ESBAgAABAgQIECBAgAABAgQIENgoIFLkToJIkfMTKZJ+dV4uUtR5uu6NAAECBAgQIECAAAECBAgQIECAgEgxFGdApEgq+rqnJGCNl4sUNR6uWyNAgAABAgQIECBAgAABAgQIECCwScCTFLmjIFLk/DxJkfSr83KRos7TdW8ECBAgQIAAAQIECBAgQIAAAQIENgqIFLmTIFLk/ESKpF+dl4sUdZ6ueyNAgAABAgQIECBAgAABAgQIECAgUgzFGRApkoq+7ikJWOPlIkWNh+vWCBAgQIAAAQIECBAgQIAAAQIECGwS8CRF7iiIFDk/T1Ik/eq8XKSo83TdGwECBAgQIECAAAECBAgQIECAAIGNAiJF7iSIFDk/kSLpV+flIkWdp+veCBAgQIAAAQIECBAgQIAAAQIECIgUQ3EGRIqkoq97SgLWeLlIUePhujUCBAgQIECAAAECBAgQIECAAAECmwQ8SZE7CiJFzs+TFEm/Oi8XKeo8XfdGgAABAgQIECBAgAABAgQIECBAYKOASJE7CSJFzk+kSPrVeblIUefpujcCBAgQIECAAAECBAgQIECAAAECIsVQnAGRIqno656SgDVeLlLUeLhujQABAgQIECBAgAABAgQIECBAgMAmAU9S5I6CSJHz8yRF0q/Oy0WKOk/XvREgQIAAAQIECBAgQIAAAQIECBDYKCBS5E6CSJHzqyxS9PaNSu7M8nYLiBTtnoDrEyBAgAABAgQIECBAgAABAgQIEKheQKTIGYsUOT+RIuln+UYBQcNJIECAAAECBAgQIECAAAECBAgQIFCmgEiRm5tIkfMTKZJ+losUzgABAgQIECBAgAABAgQIECBAgACBkgVEitz0RIqcn0iR9LNcpHAGCBAgQIAAAQIECBAgQIAAAQIECJQsIFLkpidS5PxEiqSf5SKFM0CAAAECBAgQIECAAAECBAgQIECgZAGRIjc9kSLnJ1Ik/SwXKZwBAgQIECBAgAABAgQIECBAgAABAiULiBS56YkUOT+RIulnuUjhDBAgQIAAAQIECBAgQIAAAQIECBAoWUCkyE1PpMj5iRRJP8tFCmeAAAECBAgQIECAAAECBAgQIECAQMkCIkVueiJFzk+kSPpZLlI4AwQIECBAgAABAgQIECBAgAABAgRKFhApctMTKXJ+IkXSz3KRwhkgQIAAAQIECBAgQIAAAQIECBAgULKASJGbXldFivt/8KO4dPFN8dDyn8aOY3aI9x5zSLzziIMbgqueeCrOmvepuO+B5TFxwrjoO3NGTN5rj22+9vDKNbkJDLK6t29UJZ/rQztToK93XWduzK4IECBAgAABAgQIECBAgAABAgQIENiqgEiROyBdFSluvfPueOUrdot99twjHl35ePzFyefF1QvOjNe8aveYPXdx7L7bpOg58chY9uDyOOP8RXHHkvkxZofRW31NpMgdQKs3CogUTgIBAgQIECBAgAABAgQIECBAgACBMgVEitzcuipSvJhq1tmXxeFv2y8Omjo5pkw/Jb5x88LYcczoxttmnXN5HDXtgDjgDa8b9LUDp+zt655y58/qTQIihaNAgAABAgQIECBAgAABAgQIECBAoEwBkSI3t66NFGvXrotDjp8d110+J7bbbrs4ftbcWHrjJZs1B74WasL4sfH2g9846Gszjp0mUuTOn9UihTNAgAABAgQIECBAgAABAgQIECBAoGgBkSI3vq6NFJd/5pb45epn4qxZ74of/2xF9MxZGLcvmb9Zc9G1t8WGDf1x2FumDPpaz4wjYt36DbkJDLJ65hnrK/lcH9qZAlddOrIzN2ZXBAoQWLehP7YfuV0BO7VFAgQI1FNg3fr+GDVyRD1vzl0RIECgAIG16zb453ABc7JFAgTqLTDK30ukBtyVkeLzX/x6LL37nvjk/NNj++1HxSOPPR7HzDyv8XVPz/+56MobYtLE8XHYm6cM+tpJx02LFaueSQ1gsMVnn+cvrSuB7dAPnXueKNWho7GtUgT83Vgpk7JPAgRqKDCif0T0j+iv4Z25JQIECBQi4B/BhQzKNgkQqLPAb+wyps63V/m9dV2k+OJX/zluvuMfY/HFZ8ROO248PP39/TF1ek/cdcOCGDd2p8b/bebsS+PoQw+Mg/bbZ9DXDt5/sq97qvyIdscF/E6K7pizuyRAgAABAgQIECBAgAABAgQIEKifgK97ys20qyLFV7/5r/HZW74WV110Ruy80wvrVu+Ca2LXXcbHrBlHxrIHl0fP2ZfFnddf3Hjf1l57eOWa3AQGWd3bN6qSz/WhnSkgUnTmXOyKAAECBAgQIECAAAECBAgQIECAwLYERIptCW399a6KFG868tRYuerJGPErXwsydd+9GtHiyadXx5x5V8e9yx6KcWN3jnNPPyGm7rtnQ29rr4kUuQNo9UYBkcJJIECAAAECBAgQIECAAAECBAgQIFCmgEiRm1tXRYoc1ZZXixRVqHbfZ4oU3Tdzd0yAAAECBAgQIECAAAECBAgQIFAPAZEiN0eRIufnd1Ik/SzfKCBSOAkECBAgQIAAAQIECBAgQIAAAQIEyhQQKXJzEylyfiJF0s9ykcIZIECAAAECBAgQIECAAAECBAgQIFCygEiRm55IkfMTKZJ+losUzgABAgQIECBAgAABAgQIECBAgACBkgVEitz0RIqcn0iR9LNcpHAGCBAgQIAAAQIECBAgQIAAAQIECJQsIFLkpidS5PxEiqSf5SKFM0CAAAECBAgQIECAAAECBAgQIECgZAGRIjc9kSLnJ1Ik/SwXKZwBAgQIECBAgAABAgQIECBAgAABAiULiBS56YkUOT+RIulnuUjhDBAgQIAAAQIECBAgQIAAAQIECBAoWUCkyE1PpMj5iRRJP8tbF+jrXdf6IisIECBAgAABAgQIECBAgAABAgQIEKhEQKTIsYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd56wIiRetmVhAgQIAAAQIECBAgQIAAAQIECBCoSkCkyMmKFDk/kSLpZ3nrAiJF62ZWECBAgAABAgQIECBAgAABAgQIEKhKQKTIyYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd56wIiRetmVhAgQIAAAQIECBAgQIAAAQIECBCoSkCkyMmKFDk/kSLpZ3nrAiJF62ZWECBAgAABAgQIECBAgAABAgQIEKhKQKTIyYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd56wIiRetmVhAgQIAAAQIECBAgQIAAAQIECBCoSkCkyMmKFDk/kSLpZ3nrAiJF62ZWECBAgAABAgQIECBAgAABAgQIEKhKQKTIyYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd56wIiRetmVhAgQIAAAQIECBAgQIAAAQIECBCoSkCkyMmKFDk/kSLpZ3nrAiJF62ZWECBAgAABAgQIECBAgAABAgQIEKhKQKTIyYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd56wIiRetmVhAgQIAAAQIECBAgQIAAAQIECBCoSkCkyMmKFDk/kSLpZ3nrAiJF62ZWECBAgAABAgQIECBAgAABAgQIEKhKQKTIyYoUOT+RIulneesCIkXrZlYQIECAAAECBAgQIECAAAECBAgQqEpApMjJihQ5P5Ei6Wd59QKiRvXGrkCAAAECBAgQIECAAAECBAgQINC9AiJFbvYiRc5PpEj6WV69gEhRvbErECBAgAABAgQIECBAgAABAgQIdK+ASJGbvUiR8xMpkn6WVy8gUlRv7AoECBAgQIAAAQIECBAgQIAAAQLdKyBS5GYvUuT8RIqkn+XVC4gU1Ru7AgECBAgQIECAAAECBAgQIECAQPcKiBS52YsUOb+WIkVv36jk1Swn0LqASNG6mRUECBAgQIAAAQIECBAgQIAAAQIEmhUQKZqV2vL7RIqcn0iR9LO8egGRonpjVyBAgAABAgQIECBAgAABAgQIEOheAZEiN3uRIucnUiT9LK9eQKSo3tgVCBAgQIAAAQIECBAgQIAAAQIEuldApMjNXqTI+YkUST/LqxcQKao3dgUCBAgQIECAAAECBAgQIECAAIHuFRApcrMXKXJ+IkXSz/LqBUSK6o1dgQABAgQIECBAgAABAgQIECBAoHsFRIrc7EWKnJ9IkfSzvHoBkaJ6Y1cgQIAAAQIECBAgQIAAAQIECBDoXgGRIjd7kSLnJ1Ik/SyvXkCkqN7YFQgQIECAAAECBAgQIECAAAECBLpXQKTIzV6kyPmJFEk/yztLQNDorHnYDQECBAgQIECAAAECBAgQIECAQOcLiBS5GYkUOT+RIulneWcJiBSdNQ+7IUCAAAECBAgQIECAAAECBAgQ6HwBkSI3I5Ei5ydSJP0s7ywBkaKz5mE3BAgQIECAAAECBAgQIECAAAECnS8gUuRmJFLk/ESKpJ/lnSUgUnTWPOyGAAECBAgQIECAAAECBAgQIECg8wVEityMRIqcn0iR9LO8swREis6ah90QIECAAAECBAgQIECAAAECBAh0voBIkZuRSJHzEymSfpZ3loBI0VnzsBsCBAgQIECAAAECBAgQIECAAIHOFxApcjMSKXJ+IkXSz/LOEhApOmsedkOAAAECBAgQIECAAAECBAgQIND5AiJFbkYiRc5PpEj6Wd5ZAiJFZ83DbggQIECAAAECBAgQIECAAAECBDpfQKTIzUikyPmJFEk/yztLQKTorHnYDQECBAgQIECAAAECBAgQIECAQOcLiBS5GYkUOT+RIulneWcJiBSdNQ+7IUCAAAECBAgQIECAAAECBAgQ6HwBkSI3I5Ei5ydSJP0s7ywBkaKz5mE3BAgQIECAAAECBAgQIECAAAECnS8gUuRmJFLk/ESKpJ/lnSUgUnTWPOyGAAECBAgQIECAAAECBAgQIECg8wVEityMRIqcn0iR9LO8swREis6ah90QIECAAAECBAgQIECAAAECBAh0voBIkZuRSJHzEymSfpaXKyBolDs7OydAgAABAgQIECBAgAABAgQIEBg6AZEiZylS5PxEiqSf5eUKiBTlzs7OCRAgQIAAAQIECBAgQIAAAQIEhk5ApMhZihQ5P5Ei6Wd5uQIiRbmzs3MCBAgQIECAAAECBAgQIECAAIGhExApcpYiRc5PpEj6WV6ugEhR7uzsnAABAgQIECBAgAABAgQIECBAYOgERIqcpUiR8xMpkn6WlysgUpQ7OzsnQIAAAQIECBAgQIAAAQIECBAYOgGRImfZdZFi9ZpnYvYFixtqn5h76ma9VU88FWfN+1Tc98DymDhhXPSdOSMm77VH4/WtvfbwyjVNT6C3b1TT7/VGAp0uIFJ0+oTsjwABAgQIECBAgAABAgQIECBAYDgERIqccldFip8/8ovombMw9v6j18Qjj616QaSYPXdx7L7bpOg58chY9uDyOOP8RXHHkvkxZofRsbXXRIrcAbS6XAGRotzZ2TkBAgQIECBAgAABAgQIECBAgMDQCYgUOcuuihS/XP1M/OCHP43n1q6N629ZujlSbNjQH1OmnxLfuHlh7DhmdEN01jmXx1HTDogD3vC6QV87cMrevu4pd/6sLlhApCh4eLZOgAABAgQIECBAgAABAgQIECAwZAIiRY6yqyLF81Tf+u798blbv7Y5Uqx4dFUcP2tuLL3xks2aly6+KSaMHxtvP/iNg74249hpIkXu/FldsIBIUfDwbJ0AAQIECBAgQIAAAQIECBAgQGDIBESKHKVIERE//tmKxtdA3b5k/mbNRdfeFgNPWBz2limDvtYz44h45rn1TU+g58wNTb/XGwl0usAVC7br9C3aX5cIrN/QHyO3G9Eld+s2CRAg0HkC/jnceTOxIwIEukvAP4e7a97ulgCBzhQYM3pkZ26skF2JFBHxyGOPxzEzz2t83dPzfy668oaYNHF8HPbmKYO+dtJx0+IXTz3X9Kg/fI6/RGsayxs7XuDiC/o7fo82SIAAAQIECBAgQIAAAQIECBAgQKBqgYkv2/grBPx5aQIiRUT09/fH1Ok9cdcNC2Lc2J0akjNnXxpHH3pgHLTfPoO+dvD+k33d00s7d1bVQMDXPdVgiG6BAAECBAgQIECAAAECBAgQIEAgLeDrnnKEIsUmv94F18Suu4yPWTOOjGUPLo+esy+LO6+/OHbeaUxs7bWHV65pegK9faOafq83Euh0AZGi0ydkfwQIECBAgAABAgQIECBAgAABAsMhIFLklEWKTX5PPr065sy7Ou5d9lCMG7tznHv6CTF13z0br27tNZEidwCtLldApCh3dnZOgAABAgQIECBAgAABAgQIECAwdAIiRc6yKyNFjuyFq0WKodT0WSUJiBQlTcteCRAgQIAAAQIECBAgQIAAAQIEqhIQKXKyIkXOz++kSPpZXq6ASFHu7OycAAECBAgQIECAAAECBAgQIEBg6AREipylSJHzEymSfpaXKyBSlDs7OydAgAABAgQIECBAgAABAgQIEBg6AZEiZylS5PxEiqSf5d0hIGh0x5zdJQECBAgQIECAAAECBAgQIECgGwVEitzURYqcn0iR9LO8OwREiu6Ys7skQIAAAQIECBAgQIAAAQIECHSjgEiRm7pIkfMTKZJ+lneHgEjRHXN2lwQIECBAgAABAgQIECBAgACBbhQQKXJTFylyfiJF0s/y7hAQKbpjzu6SAAECBAgQIECAAAECBAgQINCNAiJFbuoiRc5PpEj6Wd4dAiJFd8zZXRIgQIAAAQIECBAgQIAAAQIEulFApMhNXaTI+YkUST/Lu0NApOiOObtLAgQIECBAgAABAgQIECBAgEA3CogUuamLFDk/kSLpZ3l3CIgU3TFnd0mAAAECBAgQIECAAAECBAgQ6EYBkSI3dZEi5ydSJP0s7w4BkaI75uwuCRAgQIAAAQIECBAgQIAAAQLdKCBS5KYuUuT8RIqkn+XdISBSdMec3SUBAgQIECBAgAABAgQIECBAoBsFRIrc1EWKnJ9IkfSznMCWBEQN54IAAQIECBAgQIAAAQIECBAgQKAUAZEiNymRIucnUiT9LCcgUjgDBAgQIECAAAECBAgQIECAAAECJQuIFLnpiRQ5P5Ei6Wc5AZHCGSBAgAABAgQIECBAgAABAgQIEChZQKTITU+kyPmJFEk/ywmIFM4AAQIECBAgQIAAAQIECBAgQIBAyQIiRW56IkXOT6RI+llOQKRwBggQIECAAAECBAgQIECAAAECBEoWECly0xMpcn4iRdLPcgJZAb9kOytoPQECBAgQIECAAAECBAgQIECAQEZApMjoRYgUOT+RIulnOYGsgEiRFbSeAAECBAgQIECAAAECBAgQIEAgIyBSZPREipxehEiRFvQBBHICIkXOz2oCBAgQIECAAAECBAgQIECAAIGcgEiR8/MkRc5PpEj6WU4gKyBSZAWtJ0CAAAECBAgQIECAAAECBAgQyAiIFBk9T1Lk9DxJkfbzAQSyAiJFVtB6AgQIECBAgAABAgQIECBAgACBjIBIkdETKXJ6EfG+U9emP8MHECDw0gVEipduZyUBAgQIECBAgAABAgQIECBAgEBeQKTIGfq6p5yfSJH0s5xAVkCkyApaT4AAAQIECBAgQIAAAQIECBAgkBEQKTJ6nqTI6XmSIu3nAwhkBUSKrKD1BAgQIEC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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Markdown(\"## Recipe Analysis\"))\n", "\n", "data = go.Histogram(x=np.sort(n_instructions_counter))\n", "display(Markdown(\"### number of instruction's distribution\"))\n", "iplot([data])\n", "\n", "data = go.Histogram(x=np.sort(avg_sent_counter))\n", "display(Markdown(\"### distribution of avergage sentence length\"))\n", "iplot([data])\n", "\n", "data = go.Histogram(x=np.sort(keyword_ratio_counter))\n", "display(Markdown(\"### distribution of keyword ratio\"))\n", "iplot([data])\n", "\n", "data = go.Histogram(x=np.sort(max_sent_counter))\n", "display(Markdown(\"### distribution of max sentence length\"))\n", "iplot([data])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "cumulative plots" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "### number of instruction's distribution" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "cumulative": { "enabled": true }, "type": "histogram", "x": [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 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", "text/html": [ "
\n", " \n", " \n", "
\n", " \n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Markdown(\"cumulative plots\"))\n", "\n", "data = go.Histogram(x=np.sort(n_instructions_counter), cumulative=dict(enabled=True))\n", "display(Markdown(\"### number of instruction's distribution\"))\n", "iplot([data])\n", "\n", "data = go.Histogram(x=np.sort(avg_sent_counter), cumulative=dict(enabled=True))\n", "display(Markdown(\"### distribution of avergage sentence length\"))\n", "iplot([data])\n", "\n", "data = go.Histogram(x=np.sort(keyword_ratio_counter), cumulative=dict(enabled=True))\n", "display(Markdown(\"### distribution of keyword ratio\"))\n", "iplot([data])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## filter recipes by these parameters:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "cr = ConlluReader(\"all_recipes.conllu.gz\", iter_documents=True, return_recipe_ids=True)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "filtered_file = open(\"filtered_recipes.conllu\", \"w\")\n", "\n", "recipes = []\n", "\n", "threshold_n_instructions = 10\n", "threshold_avg_sentence_length = 10\n", "threshold_keyword_ratio = 3\n", "threshold_max_sent_length = 15" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "\n", "\n", "for r, i in cr:\n", " rec = recipe(r, i)\n", " \n", " if rec.n_instructions() < threshold_n_instructions:\n", " if rec.avg_sentence_length() < threshold_avg_sentence_length:\n", " if rec.keyword_ratio() < threshold_keyword_ratio:\n", " if rec.max_sentence_length() < threshold_max_sent_length:\n", " recipes.append(rec)\n", " filtered_file.write(rec.serialize())\n", " '''\n", " if rec.keyword_ratio() < threshold_keyword_ratio:\n", " recipes.append(rec)\n", " '''\n", "filtered_file.close()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "9560" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(recipes)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "from IPython.core.display import Markdown, HTML, display\n", "\n", "#tagger = pycrfsuite.Tagger()\n", "#tagger.open('test.crfsuite')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "def sentence_as_markdown_table( tokens, labels = None, predictions = None):\n", " n = len(tokens)\n", " s = \"\\n\\n\\n\"\n", " for t in tokens:\n", " s += f\"\"\n", " \n", " s += \"\\n\"\n", " \n", " if labels is not None:\n", " s += \"\" + \"\".join([f\"\" for l in labels])\n", " s += \"\\n\"\n", " \n", " if predictions is not None:\n", " s+= \"\" + \"\".join([f\"\" for p in predictions])\n", " \n", " display(HTML(s + \"\\n
Sentence:{t}
labels:{l}
Predicitions:{p}
\\n\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## display example recipes" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "recipe: 00004320bb\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:DissolveJelloinboilingwater.
labels:0ingredient0actioningredient0
Predicitions:0ingredient0actioningredient0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Allowtocooltoroomtemp.
labels:00action0000
Predicitions:00action0000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:WhiskinCool_Whip.
labels:action0ingredient0
Predicitions:action0ingredient0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Foldinwatermelon.
labels:action0ingredient0
Predicitions:action0ingredient0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Spoonintocrust.
labels:action0ingredient0
Predicitions:action0ingredient0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Chillfor2-3hoursorovernight.
labels:action000000
Predicitions:action000000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Yum!
labels:00
Predicitions:00
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 000095fc1d\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Layerallingredientsinaservingdish.
labels:00placeholders00000
Predicitions:00000000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 0001d81db6\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Mixaboveingredientstogetheruntilsmooth.
labels:action0placeholders0000
Predicitions:action000000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Enjoy!
labels:00
Predicitions:00
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 0002a82634\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Combineingredients.
labels:actionplaceholders0
Predicitions:action00
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 0004c0a2a8\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Inabowl,combinecornedbeef,shrd.
labels:0000actioningredientingredient000
Predicitions:0000action0ingredient0ingredient0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:cheddar,mayo.,onion,andrelish.
labels:0000ingredient00ingredient0
Predicitions:0000ingredient00action0
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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Sentence:Overlowheataddincheese,stirringtillcompletelymelted.
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Predicitions:00actionaction0ingredient0action00action0
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Sentence:ServewithFrench_BreadCubes
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Predicitions:action0action0
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Sentence:Mixtogetherwithiceinacocktailshaker.
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Predicitions:action00ingredient00000
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Sentence:Strainintoamartiniglass.
labels:action00000
Predicitions:action00000
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Sentence:Enjoy!
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Predicitions:00
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Sentence:Placefieldgreensonplate
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Predicitions:action0ingredient0ingredient
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Sentence:Squeezelimejuiceontosalad
labels:actioningredientingredient0ingredient
Predicitions:actioningredientingredient0ingredient
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Sentence:PlacecookedSPAMandcaramelizedonionsatopgreens
labels:actionactioningredient00ingredient0ingredient
Predicitions:actionactioningredient00ingredient0ingredient
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Sentence:Sprinklesaladseasoningaroundsaladborder
labels:actioningredientaction0ingredient0
Predicitions:actioningredientaction0ingredient0
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Sentence:Sprinklecheeseonplates'border
labels:actioningredient0000
Predicitions:actioningredient0000
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Sentence:Enjoy!
labels:00
Predicitions:00
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Sentence:Placeallingredientsinblender;cover.
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Predicitions:action00000action0
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Sentence:Blendonhighspeed15sec.
labels:action000000
Predicitions:action000000
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Sentence:oruntilsmooth.
labels:0000
Predicitions:0000
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Sentence:Serveimmediately.
labels:action00
Predicitions:action00
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 008c50aa78\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Bring12cupsofwatertoaboilina4-quartpot.
labels:0000ingredient00action000containers0
Predicitions:action000ingredient00action000containers0
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Sentence:Putinthesoy-beansproutsandboilrapidlyfor10minutes.
labels:action000ingredient0action00000
Predicitions:action000ingredient0ingredient00000
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Sentence:Addthemung-beansproutsandboilanother2minutes.
labels:action00ingredient0action0000
Predicitions:action00ingredient0action0000
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Sentence:Drainthoroughly,squeezingoutasmuchofthewateraspossible.
labels:action00action00000ingredient000
Predicitions:action00000000ingredient000
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Sentence:Putthesproutsinabowl.
labels:action0ingredient0000
Predicitions:action0ingredient0000
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Sentence:Addalltheotheringredientsandmixwell.
labels:action00ingredientplaceholders0action00
Predicitions:action00ingredient00action00
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Sentence:Tasteforseasonings.
labels:action0ingredient0
Predicitions:action000
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Sentence:Blendallingredientsinblenderuntilsmooth.
labels:action0placeholders00000
Predicitions:action0000000
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Sentence:Serveimmediately.
labels:action00
Predicitions:action00
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Sentence:Preptime10mins,baketime30min
labels:000ingredient0action00ingredient
Predicitions:000ingredient0action00ingredient
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Sentence:Preheatovento375F
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Predicitions:0containers00
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Sentence:Cuteachbiscuitinto8pieces
labels:action0ingredient000
Predicitions:action0ingredient000
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Sentence:Tosswithpizzasauce,1cupcheese&pepperoni
labels:000ingredient00ingredient0ingredient
Predicitions:000ingredient00ingredient0ingredient
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Sentence:Mixinanyadditionalpizzaingredientsyoulike
labels:action0ingredient00placeholders00
Predicitions:action0ingredient00000
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Sentence:Spraythebottomofa2Quartbakingdishwithcookingspray
labels:0000000action0000
Predicitions:0000000action0000
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Sentence:Pourmixtureintodish
labels:action000
Predicitions:action000
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Sentence:Topwithremainingcheese
labels:000ingredient
Predicitions:000ingredient
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Sentence:Bakefor25-30minoruntilgoldenbrown
labels:action00ingredient000action
Predicitions:action00ingredient000action
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 008cc20257\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Spreadrollwithhorseradishsauce.
labels:actioningredient0ingredientingredient0
Predicitions:actioningredient00ingredient0
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Sentence:Fillwithremainingingredients.
labels:000placeholders0
Predicitions:action0000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "recipe: 008cf969a9\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
Sentence:Grindtogetherpeppersandonions.
labels:action0ingredient0ingredient0
Predicitions:action0ingredient0ingredient0
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Sentence:Pourboilingwaterover,andletstand5minutes.
labels:action0ingredient00000000
Predicitions:action0ingredient00000000
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Sentence:Combinerest,andbringtoaboil.
labels:action000000action0
Predicitions:actioningredient00000action0
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Sentence:Adddrainedpeppersandonions.
labels:actionactioningredient0ingredient0
Predicitions:action0ingredient0ingredient0
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Sentence:Boilgently30minutes.
labels:action0000
Predicitions:action0000
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Sentence:Pourintohotjarsandseal.
labels:action000000
Predicitions:action000000
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n" ] } ], "source": [ "j = 0\n", "\n", "n = 200\n", "\n", "cr = ConlluReader(\"filtered_recipes.conllu\", iter_documents=True, return_recipe_ids=True)\n", "\n", "for raw_r, id_r in cr:\n", " if j > n:\n", " break\n", " j += 1\n", " rec = recipe(raw_r, id_r)\n", " print(\"recipe: \" + str(rec._recipe_id))\n", " predictions = rec.predict_labels()\n", " for i, sent in enumerate(rec._sentences):\n", " tokens = [token['form'] for token in sent]\n", " labels = []\n", " for token in sent:\n", " if token['misc'] is None or 'food_type' not in token['misc']:\n", " labels.append(\"0\")\n", " else:\n", " labels.append(token['misc']['food_type'])\n", " \n", " sentence_as_markdown_table(tokens, labels, predictions[i])\n", " \n", " print(\"\\n\\n\")\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }