{ "cells": [ { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "process_years = ['2022']\n", "file_counter = 1\n", "\n", "for process_year in process_years:\n", " filepaths = [os.getcwd() + os.sep + process_year + os.sep + filepath for filepath in os.listdir(os.getcwd() + os.sep + process_year) if filepath.endswith('.zst')]\n", " " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-01.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-02.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-03.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-04.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-05.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-06.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-07.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-08.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-09.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-10.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-11.zst',\n", " 'i:\\\\NLP_Datasets\\\\Reddit\\\\2022\\\\RC_2022-12.zst']" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filepaths" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# this is an example of loading and iterating over a single file\n", "\n", "import zstandard\n", "import os\n", "import json\n", "import sys\n", "from datetime import datetime\n", "import logging.handlers\n", "from pathlib import Path\n", "import pandas as pd\n", "\n", "log = logging.getLogger(\"bot\")\n", "log.setLevel(logging.DEBUG)\n", "log.addHandler(logging.StreamHandler())\n", "\n", "\n", "def read_and_decode(reader, chunk_size, max_window_size, previous_chunk=None, bytes_read=0):\n", "\tchunk = reader.read(chunk_size)\n", "\tbytes_read += chunk_size\n", "\tif previous_chunk is not None:\n", "\t\tchunk = previous_chunk + chunk\n", "\ttry:\n", "\t\treturn chunk.decode()\n", "\texcept UnicodeDecodeError:\n", "\t\tif bytes_read > max_window_size:\n", "\t\t\traise UnicodeError(f\"Unable to decode frame after reading {bytes_read:,} bytes\")\n", "\t\tlog.info(f\"Decoding error with {bytes_read:,} bytes, reading another chunk\")\n", "\t\treturn read_and_decode(reader, chunk_size, max_window_size, chunk, bytes_read)\n", "\n", "\n", "def read_lines_zst(file_name):\n", "\twith open(file_name, 'rb') as file_handle:\n", "\t\tbuffer = ''\n", "\t\treader = zstandard.ZstdDecompressor(max_window_size=2**31).stream_reader(file_handle)\n", "\t\t#reader.read(40000000000)\n", "\t\twhile True:\n", "\t\t\tchunk = read_and_decode(reader, 2**27, (2**29) * 2)\n", "\n", "\t\t\tif not chunk:\n", "\t\t\t\tbreak\n", "\t\t\tlines = (buffer + chunk).split(\"\\n\")\n", "\n", "\t\t\tfor line in lines[:-1]:\n", "\t\t\t\tyield line\n", "\n", "\t\t\tbuffer = lines[-1]\n", "\n", "\t\treader.close()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1/12\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 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"output_type": "stream", "text": [ "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Decoding error with 134,217,728 bytes, reading another chunk\n", "Decoding error with 134,217,728 bytes, reading another chunk\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n", "4.0M / 10M\n", "5.0M / 10M\n", "6.0M / 10M\n", "7.0M / 10M\n", "8.0M / 10M\n", "9.0M / 10M\n", "10.0M / 10M\n", "trying to create_parquet\n", "\n", "1.0M / 10M\n", "2.0M / 10M\n", "3.0M / 10M\n" ] } ], "source": [ "for i, file_path in enumerate(filepaths):\n", "\tfile_counter = 1\n", "\tprint(f'{i+1}/{len(filepaths)}')\n", "\tfile = Path(file_path)\n", "\trecords = map(json.loads, read_lines_zst(file))\n", "\tdatas = []\n", "\tfor record in records:\n", "\t\tif len(record.get('body')) > 30:\n", "\t\t\tdatas.append((str(record.get('subreddit')), str(record.get('created_utc')),str(record.get('score')),str(record.get('body'))))\n", "\t\t\tif len(datas) % 1000000 == 0:\n", "\t\t\t\tprint(f\"{len(datas)/1000000}M / 10M\")\n", "\t\t\t\t#print(f'{sys.getsizeof(datas) / (1024 * 1024)} MegaBytes')\n", "\t\tif len(datas) > 10000000:\n", "\t\t\tdf = pd.DataFrame(datas)\n", "\t\t\tdf = df.rename(columns={0:'subreddit', 1:'created_utc', 2:'score', 3:'body'})\n", "\t\t\tprint(\"trying to create_parquet\")\n", "\t\t\tdf.to_parquet(f'{str(process_year) + os.sep}{file_path.split(os.sep)[-1].replace(\".zst\",\"\")}_{file_counter}.parquet')\n", "\t\t\tfile_counter +=1\n", "\t\t\tprint()\n", "\t\t\tdatas = []\n", "\t\t\n", "\tdf = pd.DataFrame(datas)\n", "\tdf = df.rename(columns={0:'subreddit', 1:'created_utc', 2:'score', 3:'body'})\n", "\tdf.to_parquet(f'{str(process_year) + os.sep}{file_path.split(os.sep)[-1].replace(\".zst\",\"\")}_{file_counter}.parquet') \n", "\n", "\t\t" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# this is an example of loading and iterating over a single file\n", "\n", "import zstandard\n", "import os\n", "import json\n", "import sys\n", "from datetime import datetime\n", "import logging.handlers\n", "\n", "\n", "log = logging.getLogger(\"bot\")\n", "log.setLevel(logging.DEBUG)\n", "log.addHandler(logging.StreamHandler())\n", "\n", "\n", "def read_and_decode(reader, chunk_size, max_window_size, previous_chunk=None, bytes_read=0):\n", "\tchunk = reader.read(chunk_size)\n", "\tbytes_read += chunk_size\n", "\tif previous_chunk is not None:\n", "\t\tchunk = previous_chunk + chunk\n", "\ttry:\n", "\t\treturn chunk.decode()\n", "\texcept UnicodeDecodeError:\n", "\t\tif bytes_read > max_window_size:\n", "\t\t\traise UnicodeError(f\"Unable to decode frame after reading {bytes_read:,} bytes\")\n", "\t\tlog.info(f\"Decoding error with {bytes_read:,} bytes, reading another chunk\")\n", "\t\treturn read_and_decode(reader, chunk_size, max_window_size, chunk, bytes_read)\n", "\n", "\n", "def read_lines_zst(file_name):\n", "\twith open(file_name, 'rb') as file_handle:\n", "\t\tbuffer = ''\n", "\t\treader = zstandard.ZstdDecompressor(max_window_size=2**31).stream_reader(file_handle)\n", "\t\t#reader.read(40000000000)\n", "\t\twhile True:\n", "\t\t\tchunk = read_and_decode(reader, 2**27, (2**29) * 2)\n", "\n", "\t\t\tif not chunk:\n", "\t\t\t\tbreak\n", "\t\t\tlines = (buffer + chunk).split(\"\\n\")\n", "\n", "\t\t\tfor line in lines[:-1]:\n", "\t\t\t\tyield line, file_handle.tell()\n", "\n", "\t\t\tbuffer = lines[-1]\n", "\n", "\t\treader.close()\n", "\n", "\n", "if __name__ == \"__main__\":\n", "\tfile_path = sys.argv[1]\n", "\tfile_size = os.stat(file_path).st_size\n", "\tfile_lines = 0\n", "\tfile_bytes_processed = 0\n", "\tcreated = None\n", "\tfield = \"subreddit\"\n", "\tvalue = \"wallstreetbets\"\n", "\tbad_lines = 0\n", "\t# try:\n", "\tfor line, file_bytes_processed in read_lines_zst(file_path):\n", "\t\ttry:\n", "\t\t\tobj = json.loads(line)\n", "\t\t\tcreated = datetime.utcfromtimestamp(int(obj['created_utc']))\n", "\t\t\ttemp = obj[field] == value\n", "\t\texcept (KeyError, json.JSONDecodeError) as err:\n", "\t\t\tbad_lines += 1\n", "\t\tfile_lines += 1\n", "\t\tif file_lines % 100000 == 0:\n", "\t\t\tlog.info(f\"{created.strftime('%Y-%m-%d %H:%M:%S')} : {file_lines:,} : {bad_lines:,} : {file_bytes_processed:,}:{(file_bytes_processed / file_size) * 100:.0f}%\")\n", "\n", "\t# except Exception as err:\n", "\t# \tlog.info(err)\n", "\n", "\tlog.info(f\"Complete : {file_lines:,} : {bad_lines:,}\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.15 ('redditEnv')", "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": "3.9.15" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "ef741df2a7755d2d639440173889a3c1405e2c4dc3663c5e25a76822c200d193" } } }, "nbformat": 4, "nbformat_minor": 2 }