115 lines
2.4 KiB
Plaintext
115 lines
2.4 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Clean Data (Duplicate Removal)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"import json"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"with open(\"/home/pwxcoo/projects/chinese-xinhua/archived/idiom.json\") as fp:\n",
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" idioms = json.load(fp)\n",
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"\n",
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"len(idioms)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"idioms[:5]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"unique_idioms = set(idiom[\"word\"] for idiom in idioms)\n",
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"unique_idioms"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"len(unique_idioms)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"check = dict()\n",
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"for idiom in idioms:\n",
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" if idiom[\"word\"] in check and str(idiom) > str(check[idiom[\"word\"]]):\n",
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"# print(idiom)\n",
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"# print(check[idiom[\"word\"]])\n",
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" check[idiom[\"word\"]] = idiom\n",
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" else:\n",
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" check[idiom[\"word\"]] = idiom\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"with open(\"/home/pwxcoo/projects/chinese-xinhua/data/idiom-clean.json\", \"w+\", encoding=\"utf-8\") as fp:\n",
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" json.dump(list(check.values()), fp, ensure_ascii=False)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.0"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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