cleanup.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b6755ac9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import json\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "1c20e2f4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['terengganu-malaysia.jsonl',\n",
       " 'kelantan-malaysia-code.jsonl',\n",
       " 'kelantan-malaysia.jsonl',\n",
       " 'perak-malaysia-code.jsonl',\n",
       " 'local-malay-malaysia.jsonl',\n",
       " 'pahang-malaysia.jsonl',\n",
       " 'pahang-malaysia-code.jsonl',\n",
       " 'kedah-malaysia.jsonl',\n",
       " 'sarawak-malaysia.jsonl',\n",
       " 'sarawak-malaysia-code.jsonl',\n",
       " 'sabah-malaysia-code.jsonl',\n",
       " 'local-malay-malaysia-code.jsonl',\n",
       " 'negeri-sembilan-malaysia-code.jsonl',\n",
       " 'sabah-malaysia.jsonl',\n",
       " 'melaka-malaysia.jsonl',\n",
       " 'terengganu-malaysia-code.jsonl',\n",
       " 'johor-malaysia-code.jsonl',\n",
       " 'perak-malaysia.jsonl',\n",
       " 'negeri-sembilan-malaysia.jsonl',\n",
       " 'johor-malaysia.jsonl',\n",
       " 'melaka-malaysia-code.jsonl',\n",
       " 'kedah-malaysia-code.jsonl']"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "files = glob('*.jsonl')\n",
    "files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "1e4d73fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tags = set()\n",
    "\n",
    "for f in files:\n",
    "    with open(f) as fopen:\n",
    "        for l in fopen:\n",
    "            l = json.loads(l)\n",
    "            for v in l.values():\n",
    "                if not isinstance(v, str):\n",
    "                    continue\n",
    "                t = re.findall(r'</?[^>]+>', v)\n",
    "                t = [t_ for t_ in t if 'http' not in t_]\n",
    "                tags.update(set(t))\n",
    "rejected = [t for t in tags if 'translate' in t.lower()]\n",
    "rejected"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "8cc6425e",
   "metadata": {},
   "outputs": [],
   "source": [
    "for f in files:\n",
    "    with open(f) as fopen:\n",
    "        alls = []\n",
    "        for l in fopen:\n",
    "            l = json.loads(l)\n",
    "            for k in l.keys():\n",
    "                if not isinstance(l[k], str):\n",
    "                    continue\n",
    "                for r in rejected:\n",
    "                    l[k] = l[k].replace(r, '').strip()\n",
    "            alls.append(l)\n",
    "        with open(f, 'w') as fopen:\n",
    "            for a in alls:\n",
    "                fopen.write(f'{json.dumps(a)}\\n')\n",
    "                fopen.flush()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eb771485",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "python3.10",
   "language": "python",
   "name": "python3.10"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.15"
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 "nbformat": 4,
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