File size: 14,568 Bytes
38f47f6 46c14a5 38f47f6 b879b12 38f47f6 b879b12 38f47f6 4cbbb88 38f47f6 4cbbb88 38f47f6 b879b12 38f47f6 46c14a5 b879b12 4cbbb88 38f47f6 4cbbb88 38f47f6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 |
{
"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('<p>', '\\n')\n",
"strings_to_remove = ['rel=\"nofollow\"', '<pre>', '</pre>', '<i>', '</i>', '<code>', '</code>', '>']\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<?, ?B/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "be96819a155b4f17933d3ff82a2fb70d",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Upload file data/wants_to_be_hired/dataset.arrow: 0%| | 32.0k/10.8M [00:00<?, ?B/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3ef183014a04462e97153ca6673c5f11",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Upload file data/freelancer/dataset.arrow: 0%| | 32.0k/10.6M [00:00<?, ?B/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"remote: ----------------------------------------------------------\u001b[33m \n",
"remote: Your push was accepted, but with warnings: \n",
"remote: - warning : empty or missing yaml metadata in card (dansbecker/hackernews_hiring_posts) \n",
"remote: help: please find help at https://huggingface.co/docs/hub/model-repos\u001b[32m \n",
"remote: ---------------------------------------------------------- \n",
"remote: Please find the documentation at: \n",
"remote: https://huggingface.co/docs/hub/model-repos\u001b(B\u001b[m \n",
"remote: ---------------------------------------------------------- \n",
"remote: -------------------------------------------------------------------------\u001b[31m \n",
"remote: Your push was rejected because it contains files larger than 10M. \n",
"remote: Please use https://git-lfs.github.com/ to store larger files.\u001b(B\u001b[m \n",
"remote: ------------------------------------------------------------------------- \n",
"remote: Offending files: \n",
"remote: - raw/bq-results-20211206-133858-irtkgx60el7i.csv (ref: refs/heads/main) \n",
"To https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts\n",
" ! [remote rejected] main -> 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<ipython-input-2-38e9608c0524>\u001b[0m in \u001b[0;36m<module>\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')\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
}
|