{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "-pcSZJqCB8qn"
   },
   "outputs": [],
   "source": [
    "!pip install huggingface_hub datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "executionInfo": {
     "elapsed": 4264,
     "status": "ok",
     "timestamp": 1736020137690,
     "user": {
      "displayName": "Ruedi Steinmann",
      "userId": "06668216725139701947"
     },
     "user_tz": -60
    },
    "id": "M098ur2wEBkj"
   },
   "outputs": [],
   "source": [
    "from datasets import load_dataset\n",
    "\n",
    "ds = load_dataset(\"codeparrot/github-code\", split=\"train\", streaming=True,trust_remote_code=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 492,
     "status": "ok",
     "timestamp": 1736013861782,
     "user": {
      "displayName": "Ruedi Steinmann",
      "userId": "06668216725139701947"
     },
     "user_tz": -60
    },
    "id": "Hqn_Jn04fONN",
    "outputId": "f86724d0-e4c3-4d89-cd93-10888b2c8712"
   },
   "outputs": [],
   "source": [
    "languagesOrig={\n",
    "    \"Assembly\": [\".asm\"],\n",
    "    \"Batchfile\": [\".bat\", \".cmd\"],\n",
    "    \"C\": [\".c\", \".h\"],\n",
    "    \"C#\": [\".cs\"],\n",
    "    \"C++\": [\".cpp\", \".hpp\", \".c++\", \".h++\", \".cc\", \".hh\", \".C\", \".H\"],\n",
    "    \"CMake\": [\".cmake\"],\n",
    "    \"CSS\": [\".css\"],\n",
    "    \"Dockerfile\": [\".dockerfile\", \"Dockerfile\"],\n",
    "    \"FORTRAN\": ['.f90', '.f', '.f03', '.f08', '.f77', '.f95', '.for', '.fpp'],\n",
    "    \"GO\": [\".go\"],\n",
    "    \"Haskell\": [\".hs\"],\n",
    "    \"HTML\":[\".html\"],\n",
    "    \"Java\": [\".java\"],\n",
    "    \"JavaScript\": [\".js\"],\n",
    "    \"Julia\": [\".jl\"],\n",
    "    \"Lua\": [\".lua\"],\n",
    "    \"Makefile\": [\"Makefile\"],\n",
    "    \"Markdown\": [\".md\", \".markdown\"],\n",
    "    \"PHP\": [\".php\", \".php3\", \".php4\", \".php5\", \".phps\", \".phpt\"],\n",
    "    \"Perl\": [\".pl\", \".pm\", \".pod\", \".perl\"],\n",
    "    \"PowerShell\": ['.ps1', '.psd1', '.psm1'],\n",
    "    \"Python\": [\".py\"],\n",
    "    \"Ruby\": [\".rb\"],\n",
    "    \"Rust\": [\".rs\"],\n",
    "    \"SQL\": [\".sql\"],\n",
    "    \"Scala\": [\".scala\"],\n",
    "    \"Shell\": [\".sh\", \".bash\", \".command\", \".zsh\"],\n",
    "    \"TypeScript\": [\".ts\", \".tsx\"],\n",
    "    \"TeX\": [\".tex\"],\n",
    "    \"Visual Basic\": [\".vb\"]\n",
    "};"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 385,
     "status": "ok",
     "timestamp": 1736020152638,
     "user": {
      "displayName": "Ruedi Steinmann",
      "userId": "06668216725139701947"
     },
     "user_tz": -60
    },
    "id": "kTOf2NnKkCUI",
    "outputId": "6dd96a1b-be4b-4c7e-c31c-e6ebde93a24b"
   },
   "outputs": [],
   "source": [
    "import pyarrow.parquet as pq\n",
    "import pyarrow as pa\n",
    "\n",
    "writerPerLanguage = {}\n",
    "remainingSizePerLanguage = {}\n",
    "batches = {}\n",
    "\n",
    "languages = {\n",
    "    'HTML': 'html',\n",
    "    'Java': 'java',\n",
    "    'JavaScript': 'js',\n",
    "    'CSS': 'css',\n",
    "    'C#': 'cs',\n",
    "    'TypeScript': 'ts',\n",
    "    \"Assembly\": \"asm\",\n",
    "    \"Batchfile\": \"bat\",\n",
    "    \"C\": 'c',\n",
    "    \"C++\": 'cpp',\n",
    "    \"CMake\": \"cmake\",\n",
    "    \"Dockerfile\": \"dockerfile\",\n",
    "    \"FORTRAN\": 'f',\n",
    "    \"GO\": \"go\",\n",
    "    \"Haskell\": \"hs\",\n",
    "    \"Julia\": \"jl\",\n",
    "    \"Lua\": \"lua\",\n",
    "    \"Makefile\": \"makefile\",\n",
    "    \"Markdown\": \"md\",\n",
    "    \"PHP\": \"php\",\n",
    "    \"Perl\": \"perl\",\n",
    "    \"PowerShell\": 'ps1',\n",
    "    \"Python\": \"py\",\n",
    "    \"Ruby\": \"rb\",\n",
    "    \"Rust\": \"rs\",\n",
    "    \"SQL\": \"sql\",\n",
    "    \"Scala\": \"scala\",\n",
    "    \"Shell\": \"sh\",\n",
    "    \"TeX\": \"tex\",\n",
    "    \"Visual Basic\": \"vb\"\n",
    "}\n",
    "\n",
    "batchSize=1024\n",
    "\n",
    "schema = pa.schema([\n",
    "    pa.field(\"code\", pa.string()),\n",
    "    pa.field(\"repo_name\", pa.string()),\n",
    "    pa.field(\"path\", pa.string()),\n",
    "    pa.field(\"language\", pa.string()),\n",
    "    pa.field(\"license\", pa.string()),\n",
    "    pa.field(\"size\", pa.int32())\n",
    "])\n",
    "for language in languages.keys():\n",
    "  print('Creating writer for '+language)\n",
    "  writerPerLanguage[language] = pq.ParquetWriter(languages[language]+'.parquet', schema=schema)\n",
    "  remainingSizePerLanguage[language] = 10*1024*1024*1024;\n",
    "  batches[language] = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 391
    },
    "executionInfo": {
     "elapsed": 144963,
     "status": "error",
     "timestamp": 1736020917723,
     "user": {
      "displayName": "Ruedi Steinmann",
      "userId": "06668216725139701947"
     },
     "user_tz": -60
    },
    "id": "9MyaoY5uljr2",
    "outputId": "f977b9d5-2aac-42bc-90fa-655cbc93d26a"
   },
   "outputs": [],
   "source": [
    "for row in ds:\n",
    "  language=row[\"language\"]\n",
    "  if language in writerPerLanguage.keys():\n",
    "    batch=batches[language]\n",
    "    row[\"language\"]=languages[language]\n",
    "    batch.append(row)\n",
    "    remainingSizePerLanguage[language] -= row[\"size\"]\n",
    "    if len(batch)>batchSize:\n",
    "      writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
    "      batches[language] = []\n",
    "      batch=[]\n",
    "    if remainingSizePerLanguage[language] < 0:\n",
    "      print('completed '+language)\n",
    "      writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
    "      writerPerLanguage[language].close()\n",
    "      del writerPerLanguage[language]\n",
    "      del remainingSizePerLanguage[language]\n",
    "      del batches[language]\n",
    "      if len(writerPerLanguage)==0:\n",
    "        break\n",
    "\n",
    "for language in writerPerLanguage.keys():\n",
    "  batch=batches[language]\n",
    "  writerPerLanguage[language].write_batch(pa.RecordBatch.from_pylist(batch, schema=schema))\n",
    "  writerPerLanguage[language].close()"
   ]
  },
  {
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    },
    "executionInfo": {
     "elapsed": 7372,
     "status": "ok",
     "timestamp": 1736019998026,
     "user": {
      "displayName": "Ruedi Steinmann",
      "userId": "06668216725139701947"
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    },
    "id": "8Nf35EXSz1lO",
    "outputId": "205204d7-5034-4b7b-f71c-dcef59c86b06"
   },
   "outputs": [],
   "source": [
    "from datasets import load_dataset\n",
    "for language in languages.keys():\n",
    "  print('Uploading '+language)\n",
    "  langDs=load_dataset('parquet',data_files=[languages[language]+'.parquet'])\n",
    "  langDs.push_to_hub('ruediste/codeparrot-github-code',languages[language])"
   ]
  }
 ],
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