{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "056aa255-fda1-4cde-be24-459f6ad2c8b9", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/anaconda3/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3165: DtypeWarning: Columns (4) have mixed types.Specify dtype option on import or set low_memory=False.\n", " has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n" ] } ], "source": [ "import pandas as pd\n", "\n", "df = pd.read_csv('raw/bq-results-20211206-133858-irtkgx60el7i.csv').drop(['ParentUrl', 'ParentAuthor', 'ParentTime', 'ParentScore'], axis=1)\n", "\n", "# There's a mix of HTML, sanitized links and raw Unicode that we'd like to clean up\n", "df.text = df.text.str.replace('

', '\\n')\n", "strings_to_remove = ['rel=\"nofollow\"', '

', '
', '', '', '', '', '>']\n", "email_regex = '[a-zA-Z0-9._-]{0,30}@[a-zA-Z0-9._-]{0,20}\\.[a-zA-Z0-9_-]{2,3}' # for redacting emails\n", "munged_url_regex = 'http(s)?:\\&\\#.*?\\<\\/a>'\n", "\n", "for string in strings_to_remove:\n", " df.text = df.text.str.replace(string, '')\n", "\n", "\n", "df.text = df.text.replace(email_regex, 'REDACTED_EMAIL', regex=True)\n", "df.text = df.text.replace(munged_url_regex, '', regex=True)\n", "\n", " # fix some unicode issues\n", "df.text = df.text.str.replace(''', \"'\")\n", "df.text = df.text.str.replace('/', \"/\")\n", "df.text = df.text.str.replace(\""\", '\"')\n", "\n", "hiring_df = df[df.ParentTitle.str.lower().str.contains('who is hiring')]\n", "wants_to_be_hired_df = df[df.ParentTitle.str.lower().str.contains('wants to be hired')]\n", "freelancer_df = df[df.ParentTitle.str.lower().str.contains('freelancer')]\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "57ca7c96-d94c-4e65-8113-da7729558247", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/dan.becker/Desktop/hackernews_hiring_dataset/. is already a clone of https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts. Make sure you pull the latest changes with `repo.git_pull()`.\n", "Several commits (5) will be pushed upstream.\n", "The progress bars may be unreliable.\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "63ddc30f9ba5420faf6e34f6fa7144fc", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Upload file data/hiring/dataset.arrow: 0%| | 32.0k/78.2M [00:00 main (pre-receive hook declined)\n", "error: failed to push some refs to 'https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts'\n", "\n" ] }, { "ename": "OSError", "evalue": "remote: ----------------------------------------------------------\u001b[33m \nremote: Your push was accepted, but with warnings: \nremote: - warning : empty or missing yaml metadata in card (dansbecker/hackernews_hiring_posts) \nremote: help: please find help at https://huggingface.co/docs/hub/model-repos\u001b[32m \nremote: ---------------------------------------------------------- \nremote: Please find the documentation at: \nremote: https://huggingface.co/docs/hub/model-repos\u001b(B\u001b[m \nremote: ---------------------------------------------------------- \nremote: -------------------------------------------------------------------------\u001b[31m \nremote: Your push was rejected because it contains files larger than 10M. \nremote: Please use https://git-lfs.github.com/ to store larger files.\u001b(B\u001b[m \nremote: ------------------------------------------------------------------------- \nremote: Offending files: \nremote: - raw/bq-results-20211206-133858-irtkgx60el7i.csv (ref: refs/heads/main) \nTo https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts\n ! [remote rejected] main -> main (pre-receive hook declined)\nerror: failed to push some refs to 'https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts'\n", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mCalledProcessError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m/usr/local/anaconda3/lib/python3.8/site-packages/huggingface_hub/repository.py\u001b[0m in \u001b[0;36mgit_push\u001b[0;34m(self, upstream, blocking, auto_lfs_prune)\u001b[0m\n\u001b[1;32m 998\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mreturn_code\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 999\u001b[0;31m raise subprocess.CalledProcessError(\n\u001b[0m\u001b[1;32m 1000\u001b[0m \u001b[0mreturn_code\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprocess\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstdout\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstderr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstderr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mCalledProcessError\u001b[0m: Command '['git', 'push', '--set-upstream', 'origin', 'main']' returned non-zero exit status 1.", "\nDuring handling of the above exception, another exception occurred:\n", "\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0mrepo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgit_add\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'*.ipynb'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0mrepo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgit_add\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'README.md'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 16\u001b[0;31m \u001b[0mrepo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpush_to_hub\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommit_message\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'Regular update'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mblocking\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclean_ok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;32m/usr/local/anaconda3/lib/python3.8/site-packages/huggingface_hub/repository.py\u001b[0m in \u001b[0;36mpush_to_hub\u001b[0;34m(self, commit_message, blocking, clean_ok, auto_lfs_prune)\u001b[0m\n\u001b[1;32m 1230\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgit_add\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mauto_lfs_track\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1231\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgit_commit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommit_message\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1232\u001b[0;31m return self.git_push(\n\u001b[0m\u001b[1;32m 1233\u001b[0m \u001b[0mupstream\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34mf\"origin {self.current_branch}\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1234\u001b[0m \u001b[0mblocking\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mblocking\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/anaconda3/lib/python3.8/site-packages/huggingface_hub/repository.py\u001b[0m in \u001b[0;36mgit_push\u001b[0;34m(self, upstream, blocking, auto_lfs_prune)\u001b[0m\n\u001b[1;32m 1002\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1003\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0msubprocess\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCalledProcessError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1004\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mEnvironmentError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstderr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1005\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1006\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mblocking\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mOSError\u001b[0m: remote: ----------------------------------------------------------\u001b[33m \nremote: Your push was accepted, but with warnings: \nremote: - warning : empty or missing yaml metadata in card (dansbecker/hackernews_hiring_posts) \nremote: help: please find help at https://huggingface.co/docs/hub/model-repos\u001b[32m \nremote: ---------------------------------------------------------- \nremote: Please find the documentation at: \nremote: https://huggingface.co/docs/hub/model-repos\u001b(B\u001b[m \nremote: ---------------------------------------------------------- \nremote: -------------------------------------------------------------------------\u001b[31m \nremote: Your push was rejected because it contains files larger than 10M. \nremote: Please use https://git-lfs.github.com/ to store larger files.\u001b(B\u001b[m \nremote: ------------------------------------------------------------------------- \nremote: Offending files: \nremote: - raw/bq-results-20211206-133858-irtkgx60el7i.csv (ref: refs/heads/main) \nTo https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts\n ! [remote rejected] main -> main (pre-receive hook declined)\nerror: failed to push some refs to 'https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts'\n" ] } ], "source": [ "import datasets\n", "from huggingface_hub import create_repo\n", "from huggingface_hub import Repository\n", "\n", "all_datasets = datasets.dataset_dict.DatasetDict({'hiring': datasets.Dataset.from_pandas(hiring_df).remove_columns('__index_level_0__'),\n", " 'wants_to_be_hired': datasets.Dataset.from_pandas(wants_to_be_hired_df).remove_columns('__index_level_0__'),\n", " 'freelancer': datasets.Dataset.from_pandas(freelancer_df).remove_columns('__index_level_0__')})\n", "data_path = './data'\n", "all_datasets.save_to_disk(data_path)\n", "\n", "repo_url = 'https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts'\n", "repo = Repository(local_dir=\".\", clone_from=repo_url)\n", "repo.git_add(data_path)\n", "repo.git_add('*.ipynb') # This file\n", "repo.git_add('README.md')\n", "repo.push_to_hub(commit_message='Regular update', blocking=True, clean_ok=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "960641f2-7844-44d7-a8bd-acc3c12ced07", "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 5 }