Created
February 1, 2019 13:03
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a function converts StanfordNLP output to displaCy's input format for visualization of dependency tree
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import stanfordnlp\n", | |
| "from spacy import displacy\n", | |
| "from pathlib import Path" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "nlp = stanfordnlp.Pipeline(lang='ja', models_dir='/path/to/stanfordnlp_resources')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "doc = nlp(\"東京・武蔵野の緑に囲まれた電通大のキャンパスを、お手元のスマホやPCでバーチャル見学できます\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def conv2displacy(stanfordnlp_doc):\n", | |
| " doc = []\n", | |
| " for sentence in stanfordnlp_doc.sentences:\n", | |
| " words = []\n", | |
| " arcs = []\n", | |
| " for token in sentence.tokens:\n", | |
| " for word in token.words:\n", | |
| " label = word.dependency_relation\n", | |
| " own = int(word.index) - 1\n", | |
| " governor = word.governor - 1\n", | |
| " words.append({\n", | |
| " 'text': word.text,\n", | |
| " 'tag': word.upos})\n", | |
| " if governor == -1:\n", | |
| " continue\n", | |
| " start, end = (own, governor) if own < governor else (governor, own)\n", | |
| " direction = 'left' if own < governor else 'right'\n", | |
| " arcs.append({\n", | |
| " 'start': start,\n", | |
| " 'end': end,\n", | |
| " 'label': label,\n", | |
| " 'dir': direction})\n", | |
| " doc.append({\n", | |
| " 'words': words,\n", | |
| " 'arcs': arcs})\n", | |
| " return doc" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" id=\"707-0\" class=\"displacy\" width=\"4600\" height=\"487.0\" style=\"max-width: none; height: 487.0px; color: #000000; background: #ffffff; font-family: Arial\">\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"50\">東京</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"50\">PROPN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"225\">・</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"225\">SYM</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"400\">武蔵</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"400\">PROPN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"575\">野</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"575\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"750\">の</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"750\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"925\">緑</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"925\">PROPN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1100\">に</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1100\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1275\">囲ま</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1275\">VERB</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1450\">れ</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1450\">AUX</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1625\">た</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1625\">AUX</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1800\">電通大</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1800\">PROPN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"1975\">の</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"1975\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"2150\">キャンパス</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"2150\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"2325\">を</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"2325\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"2500\">、</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"2500\">PUNCT</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"2675\">お</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"2675\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"2850\">手元</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"2850\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3025\">の</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3025\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3200\">スマホ</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3200\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3375\">や</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3375\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3550\">PC</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3550\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3725\">で</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3725\">ADP</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"3900\">バーチャル</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"3900\">NOUN</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"4075\">見学</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"4075\">VERB</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"4250\">でき</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"4250\">AUX</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<text class=\"displacy-token\" fill=\"currentColor\" text-anchor=\"middle\" y=\"397.0\">\n", | |
| " <tspan class=\"displacy-word\" fill=\"currentColor\" x=\"4425\">ます</tspan>\n", | |
| " <tspan class=\"displacy-tag\" dy=\"2em\" fill=\"currentColor\" x=\"4425\">AUX</tspan>\n", | |
| "</text>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-0\" stroke-width=\"2px\" d=\"M70,352.0 C70,89.5 570.0,89.5 570.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
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| " <textPath xlink:href=\"#arrow-707-0-0\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">nmod</textPath>\n", | |
| " </text>\n", | |
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| "</g>\n", | |
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| " <textPath xlink:href=\"#arrow-707-0-5\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">iobj</textPath>\n", | |
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| " </text>\n", | |
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| "</g>\n", | |
| "\n", | |
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| " </text>\n", | |
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| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-13\" stroke-width=\"2px\" d=\"M2170,352.0 C2170,264.5 2310.0,264.5 2310.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-13\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">case</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M2310.0,354.0 L2318.0,342.0 2302.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-14\" stroke-width=\"2px\" d=\"M2170,352.0 C2170,177.0 2490.0,177.0 2490.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-14\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">punct</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M2490.0,354.0 L2498.0,342.0 2482.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-15\" stroke-width=\"2px\" d=\"M2695,352.0 C2695,264.5 2835.0,264.5 2835.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-15\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">amod</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M2695,354.0 L2687,342.0 2703,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-16\" stroke-width=\"2px\" d=\"M2870,352.0 C2870,177.0 3190.0,177.0 3190.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-16\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">nmod</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M2870,354.0 L2862,342.0 2878,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-17\" stroke-width=\"2px\" d=\"M2870,352.0 C2870,264.5 3010.0,264.5 3010.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-17\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">case</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3010.0,354.0 L3018.0,342.0 3002.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-18\" stroke-width=\"2px\" d=\"M3220,352.0 C3220,177.0 3540.0,177.0 3540.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-18\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">nmod</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3220,354.0 L3212,342.0 3228,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-19\" stroke-width=\"2px\" d=\"M3220,352.0 C3220,264.5 3360.0,264.5 3360.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-19\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">cc</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3360.0,354.0 L3368.0,342.0 3352.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-20\" stroke-width=\"2px\" d=\"M3570,352.0 C3570,89.5 4070.0,89.5 4070.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-20\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">obl</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3570,354.0 L3562,342.0 3578,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-21\" stroke-width=\"2px\" d=\"M3570,352.0 C3570,264.5 3710.0,264.5 3710.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-21\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">case</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3710.0,354.0 L3718.0,342.0 3702.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-22\" stroke-width=\"2px\" d=\"M3920,352.0 C3920,264.5 4060.0,264.5 4060.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-22\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">obl</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M3920,354.0 L3912,342.0 3928,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-23\" stroke-width=\"2px\" d=\"M4095,352.0 C4095,264.5 4235.0,264.5 4235.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-23\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">aux</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M4235.0,354.0 L4243.0,342.0 4227.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "\n", | |
| "<g class=\"displacy-arrow\">\n", | |
| " <path class=\"displacy-arc\" id=\"arrow-707-0-24\" stroke-width=\"2px\" d=\"M4095,352.0 C4095,177.0 4415.0,177.0 4415.0,352.0\" fill=\"none\" stroke=\"currentColor\"/>\n", | |
| " <text dy=\"1.25em\" style=\"font-size: 0.8em; letter-spacing: 1px\">\n", | |
| " <textPath xlink:href=\"#arrow-707-0-24\" class=\"displacy-label\" startOffset=\"50%\" fill=\"currentColor\" text-anchor=\"middle\">aux</textPath>\n", | |
| " </text>\n", | |
| " <path class=\"displacy-arrowhead\" d=\"M4415.0,354.0 L4423.0,342.0 4407.0,342.0\" fill=\"currentColor\"/>\n", | |
| "</g>\n", | |
| "</svg>" | |
| ], | |
| "text/plain": [ | |
| "<IPython.core.display.HTML object>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "displacy.render(conv2displacy(doc), manual=True, jupyter=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "19535" | |
| ] | |
| }, | |
| "execution_count": 11, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "svg = displacy.render(conv2displacy(doc), manual=True)\n", | |
| "output = Path('sentence.svg')\n", | |
| "output.open('w', encoding='utf-8').write(svg)" | |
| ] | |
| }, | |
| { | |
| "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": "3.7.2" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 2 | |
| } |
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