mirror: 初始快照

scripts/clean.ipynb

@@ -0,0 +1,114 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Clean Data (Duplicate Removal)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"/home/pwxcoo/projects/chinese-xinhua/archived/idiom.json\") as fp:\n",
+    "    idioms = json.load(fp)\n",
+    "\n",
+    "len(idioms)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "idioms[:5]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "unique_idioms = set(idiom[\"word\"] for idiom in idioms)\n",
+    "unique_idioms"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "len(unique_idioms)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "check = dict()\n",
+    "for idiom in idioms:\n",
+    "    if idiom[\"word\"] in check and str(idiom) > str(check[idiom[\"word\"]]):\n",
+    "#         print(idiom)\n",
+    "#         print(check[idiom[\"word\"]])\n",
+    "        check[idiom[\"word\"]] = idiom\n",
+    "    else:\n",
+    "        check[idiom[\"word\"]] = idiom\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"/home/pwxcoo/projects/chinese-xinhua/data/idiom-clean.json\", \"w+\", encoding=\"utf-8\") as fp:\n",
+    "    json.dump(list(check.values()), fp, ensure_ascii=False)"
+   ]
+  },
+  {
+   "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": "3.7.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}