builder

.gitignore

@@ -0,0 +1,71 @@
+# build artifacts
+
+.eggs/
+.mypy_cache
+*.egg-info/
+build/
+dist/
+pip-wheel-metadata/
+
+
+# dev tools
+
+.envrc
+.python-version
+.idea
+.venv/
+.vscode/
+/*.iml
+
+# jupyter notebooks
+
+.ipynb_checkpoints
+
+
+# miscellaneous
+
+.cache/
+doc/_build/
+*.swp
+.DS_Store
+
+
+# python
+
+*.pyc
+*.pyo
+__pycache__
+
+
+# testing and continuous integration
+
+.coverage
+.pytest_cache/
+.benchmarks
+
+# documentation build artifacts
+
+docs/build
+site/
+
+# runs
+/runs/
+/wandb/
+/scratch/
+
+# compiled rust extension
+target/
+*.so
+
+# macOS metadata
+.DS_Store
+
+# ignoring test output
+/tests/work/
+
+# ignore vscode directory
+.vscode
+
+# ignore temporary directories
+/tmp/
+/temp/

match.ipynb

@@ -0,0 +1,418 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Current working directory: /Users/lucas/Code/jeopardy\n"
+     ]
+    }
+   ],
+   "source": [
+    "import json\n",
+    "from string import punctuation, whitespace\n",
+    "import os\n",
+    "from copy import deepcopy\n",
+    "from hashlib import md5\n",
+    "import re\n",
+    "from functools import reduce\n",
+    "import datasets\n",
+    "import smart_open\n",
+    "\n",
+    "punctuation, whitespace = map(set, [punctuation, whitespace])\n",
+    "print(f\"Current working directory: {os.getcwd()}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with smart_open.open(\"raw/test.jsonl\", \"r\") as f:\n",
+    "    new_questions_raw = [json.loads(line) for line in f]\n",
+    "    new_questions = {''.join([ch for ch in f\"{q['context']} {q['continuation']}\" if ch not in punctuation and ch not in whitespace]): q for q in new_questions_raw}\n",
+    "\n",
+    "with smart_open.open(\"raw/JEOPARDY_QUESTIONS1.json.zst\", \"r\") as f:\n",
+    "    old_questions_raw = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "double_quote, single_quote = '\"', \"'\"\n",
+    "\n",
+    "actually_to_fix = {\n",
+    "    \"White alba\": \"White\",\n",
+    "    \"The Netherlands Holland\": \"The Netherlands\",\n",
+    "    \"Peter I Peter the Great\": \"Peter I\",\n",
+    "    \"Russia or the Soviet Union\": \"Russia\",\n",
+    "    \"Ramses the Great\": \"Ramses\",\n",
+    "    \"a bar or a saloon\": \"a bar\",\n",
+    "    \"West Virginia paid debt to Virginia\": \"West Virginia\",\n",
+    "    \"Robert Fulton\": \"Fulton\",\n",
+    "    \"CIA Central Intelligence Agency\": \"CIA\",\n",
+    "    \"NATO North Atlantic Treaty Organisation\": \"NATO\",\n",
+    "    \"NRA National Recovery Administration\": \"NRA\",\n",
+    "    \"the ERA Equal Rights Amendment\": \"the ERA\",\n",
+    "    \"Ford\\'s Theatre the Ford Theatre accepted\": \"Fords Theatre\",\n",
+    "    \"NATO North Atlantic Treaty Organization\": \"NATO\",\n",
+    "    \"Lyndon Johnson LBJ\": \"Lyndon Johnson\",\n",
+    "    \"Lewis Carroll Charles L. Dodgson\": \"Lewis Carroll\",\n",
+    "    \"Tropic of Cancer by Henry Miller\": \"Tropic of Cancer\",\n",
+    "    \"an inclined plane ramp later ruled acceptable\": \"an inclined plane\",\n",
+    "    \"nitrous oxide or laughing gas\": \"nitrous oxide\",\n",
+    "    \"dividing splitting in two\": \"dividing\",\n",
+    "    \"monosodium glutamate or MSG\": \"monosodium glutamate\",\n",
+    "    \"carbohydrates or starches\": \"carbohydrates\",\n",
+    "    \"vamoose vamonos\": \"vamoose\",\n",
+    "    \"Dunce from John Duns Scotus\": \"Dunce\",\n",
+    "    \"The People's Republic of China\": \"China\",\n",
+    "    \"The People\\\\'s Republic of China\": \"China\",\n",
+    "    \"Mary Stuart Mary, Queen of Scots\": \"Mary Stuart\",\n",
+    "    \"Robert F. Kennedy Attorney General\": \"Robert F. Kennedy\",\n",
+    "    \"Ford\\\\'s Theatre the Ford Theatre accepted\": \"Fords Theatre\",\n",
+    "    \"The Stranger L\\\\'Etranger\": \"The Stranger\",\n",
+    "    \"Côte d\\\\'Ivoire or the Ivory Coast\": \"Côte d'Ivoire\",\n",
+    "    \"Henry David Thoreau\": \"Thoreau\",\n",
+    "    \"escaping the Earth\\\\'s gravity and go off into outer space, on your way to the moon, for instance\":\"escaping the Earths gravity\",\n",
+    "    \"Ernst Mach\": \"Mach\",\n",
+    "    \"talons or claws\": \"talons\",\n",
+    "    \"Mall from Pall Mall\": \"Mall\",\n",
+    "    \"Crony from the Greek god Cronus\": \"Crony\",\n",
+    "    \"hurry or quick or fast\": \"hurry\",\n",
+    "    \"Dr. Samuel Mudd\": \"Mudd\",\n",
+    "    \"Anniversary annus - year & verso - turn\": \"Anniversary\",\n",
+    "}\n",
+    "\n",
+    "replacements = {\n",
+    "    \"White alba\": \"White\",\n",
+    "    \"Valentina Tereshkova\": \"Tereshkova\",\n",
+    "    \"Mikhail Gorbachev\": \"Gorbachev\",\n",
+    "    \"Admiral Byrd\": \"Byrd\",\n",
+    "    \"Red China\": \"China\",\n",
+    "    \"The Netherlands Holland\": \"The Netherlands\",\n",
+    "    \"Heinrich Schliemann\": \"Schliemann\",\n",
+    "    \"Peter I Peter the Great\": \"Peter I\",\n",
+    "    \"Russia or the Soviet Union\": \"Russia\",\n",
+    "    \"Ferdinand II\": \"Ferdinand\",\n",
+    "    \"Ramses the Great\": \"Ramses\",\n",
+    "    \"Jose de San Martin\": \"San Martin\",\n",
+    "    \"Douglas McArthur\": \"McArthur\",\n",
+    "    \"Rutherford B. Hayes\": \"Hayes\",\n",
+    "    \"Peter Stuyvesant\": \"Stuyvesant\",\n",
+    "    \"a bar or a saloon\": \"a bar \",\n",
+    "    \"West Virginia paid debt to Virginia\": \"West Virginia \",\n",
+    "    \"Robert Fulton\": \"Fulton\",\n",
+    "    \"CIA Central Intelligence Agency\": \"CIA \",\n",
+    "    # remove later\n",
+    "    \"1 of want, speech, religion, or fear\": \"1 of \",\n",
+    "    \"James Madison\": \"Madison\",\n",
+    "    \"Alger Hiss\": \"Hiss\",\n",
+    "    \"NATO North Atlantic Treaty Organisation\": \"NATO \",\n",
+    "    \"James Oglethorpe\": \"Oglethorpe\",\n",
+    "    \"NRA National Recovery Administration\": \"NRA \",\n",
+    "    \"the ERA Equal Rights Amendment\": \"the ERA \",\n",
+    "    \"Ford\\'s Theatre the Ford Theatre accepted\": \"Fords Theatre \",\n",
+    "    \"NATO North Atlantic Treaty Organization\": \"NATO \",\n",
+    "    \"Lyndon Johnson LBJ\": \"Lyndon Johnson \",\n",
+    "    \"Nathaniel Hawthorne\": \"Hawthorne\",\n",
+    "    \"Lewis Carroll Charles L. Dodgson\": \"Lewis Carroll\",\n",
+    "    \"Tropic of Cancer by Henry Miller\": \"Tropic of Cancer\",\n",
+    "    \"James Fenimore Cooper\": \"Cooper\",\n",
+    "    \"Rudyard Kipling\": \"Kipling\",\n",
+    "    \"William Burroughs\": \"Burroughs\",\n",
+    "    \"purple Riders of the Purple Sage\": \"purple\",\n",
+    "    \"Sir Arthur Conan Doyle\": \"Doyle\",\n",
+    "    \"Samuel Beckett\": \"Beckett\",\n",
+    "    \"Percy Shelley\": \"Shelley\",\n",
+    "    \"an inclined plane ramp later ruled acceptable\": \"an inclined plane\",\n",
+    "    \"nitrous oxide or laughing gas\": \"nitrous oxide\",\n",
+    "    \"dividing splitting in two\": \"dividing\",\n",
+    "    \"Edward Jenner\": \"Jenner\",\n",
+    "    \"Spiral\": \"Spiral\",\n",
+    "    \"monosodium glutamate or MSG\": \"monosodium glutamate\",\n",
+    "    \"carbohydrates or starches\": \"carbohydrates\",\n",
+    "    \"Dog Laika\": \"Dog\",\n",
+    "    \"Horse Mare\": \"Horse\",\n",
+    "    \"Sir Isaac Newton\": \"Newton\",\n",
+    "    \"vamoose vamonos\": \"vamoose\",\n",
+    "    \"Dunce from John Duns Scotus\": \"Dunce\",\n",
+    "    \"The People's Republic of China\": \"China\",\n",
+    "    \"The People\\\\'s Republic of China\": \"China\",\n",
+    "    \"Mary Stuart Mary, Queen of Scots\": \"Mary Stuart\",\n",
+    "    \"Tomás de Torquemada\": \"Torquemada\",\n",
+    "    \"Robert F. Kennedy Attorney General\": \"Robert F. Kennedy\",\n",
+    "    \"Ford\\\\'s Theatre the Ford Theatre accepted\": \"Fords Theatre \",\n",
+    "    \"Alexandre Dumas\": \"Dumas\",\n",
+    "    'Percy Bysshe Shelley': \"Shelley\",\n",
+    "    \"The Stranger L\\\\'Etranger\": \"The Stranger\",\n",
+    "    \"Rudyard Kipling\": \"Kipling\",\n",
+    "    \"Elizabeth I\": \"Elizabeth\",\n",
+    "    \"Pearl Buck\": \"Buck\",\n",
+    "    \"Theodore Dreiser\": \"Dreiser\",\n",
+    "    \"Geoffrey Chaucer\": \"Chaucer\",\n",
+    "    \"John Updike\": \"Updike\",\n",
+    "    \"Côte d\\\\'Ivoire or the Ivory Coast\": \"Côte dIvoire\",\n",
+    "    \"Henry David Thoreau\": \"Thoreau\",\n",
+    "    \"escaping the Earth\\\\'s gravity and go off into outer space, on your way to the moon, for instance\":\"escaping the Earths gravity\",\n",
+    "    \"Ernst Mach\": \"Mach\",\n",
+    "    \"talons or claws\": \"talons\",\n",
+    "    \"Mall from Pall Mall\": \"Mall\",\n",
+    "    \"Crony from the Greek god Cronus\": \"Crony\",\n",
+    "    \"hurry or quick or fast\": \"hurry\",\n",
+    "    \"Dr. Samuel Mudd\": \"Mudd\",\n",
+    "    \"Anniversary annus - year & verso - turn\": \"Anniversary\",\n",
+    "}\n",
+    "\n",
+    "reversed_replacements = {\n",
+    "    \"3430-c34791\": {\"Hayes\": \"Rutherford B. Hayes\"},\n",
+    "    # \"5098-f4fecb\": {\"Ford\\'s Theatre the Ford Theatre accepted\": \"Fords Theatre \"},\n",
+    "    \"3786-565e32\": {\"Beckett\": \"Samuel Beckett\"},\n",
+    "    \"4956-718970\": {\"nitrous oxide\": \"nitrous oxide\"},\n",
+    "    \"3601-8602cf\": {\"Spiral\": \"Spiral\"},\n",
+    "    \"3444-401076\": {\"Newton\": \"Sir Isaac Newton\"},\n",
+    "    \"2543-59f257\": {\"Newton\": \"Sir Isaac Newton\"},\n",
+    "    \"1906-9014ac\": {\"Kipling\": \"Rudyard Kipling\"},\n",
+    "    \"2635-70b5a3\": {\"Kipling\": \"Rudyard Kipling\"},\n",
+    "    \"3160-7a4598\": {\"Kipling\": \"Rudyard Kipling\"},\n",
+    "    \"2958-433cff\": {\"Kipling\": \"Rudyard Kipling\"},\n",
+    "    \"4627-76ba39\": {\"Kipling\": \"Rudyard Kipling\"},\n",
+    "    \"4968-d9d217\": {\"Buck\": \"Pearl Buck\"},\n",
+    "    \"2866-b796c5\": {\"Cooper\": \"James Fenimore Cooper\"},\n",
+    "    \"2927-c6e128\": {\"Cooper\": \"James Fenimore Cooper\"},\n",
+    "    \"2841-5fbe33\": {\"Updike\": \"John Updike\"},\n",
+    "\n",
+    "}\n",
+    "\n",
+    "context_replacements = {\n",
+    "    \"Asia's population giant\": \"Asias population giant\",\n",
+    "    \"Spain's Phillip II\": \"Spains Phillip II\",\n",
+    "    \"It's been estimated that this grand inquisitor\": \"Its been estimated that this grand inquisitor\",\n",
+    "    'He wrote \"The 3 Musketeers\"; his son wrote \"Camille\"': \"He wrote The 3 Musketeers; his son wrote Camille\",\n",
+    "    'Hmm... he dedicated his 1820 poem \"The Witch of Atlas\" to his wife Mary': \"Hmm... he dedicated his 1820 poem The Witch of Atlas to his wife Mary\",\n",
+    "    'This 1942 French novel begins, \"Mother died today.  Or, maybe, yesterday; I can\\'t be sure.\"': 'This 1942 French novel begins, Mother died today.  Or, maybe, yesterday; I cant be sure.',\n",
+    "    \"Mowgli's song Against People appears in this author's Second Jungle Book\": \"Mowglis song Against People appears in this authors Second Jungle Book\",\n",
+    "    'Wordsworth\\'s poem about her begins, \"Hail, Virgin Queen! O\\'er many an envious bar triumphant\"': \"Wordsworths poem about her begins, Hail, Virgin Queen!  Oer many an envious bar triumphant\",\n",
+    "    'Mercedes of Castile is a lesser-known novel by this author of \"The Leather-Stocking Tales\"': \"Mercedes of Castile is a lesser-known novel by this author of The Leather-Stocking Tales\",\n",
+    "    '\"The Knight\\'s Tale\" by this 14th century author is based on Boccaccio\\'s poem': 'The Knights Tale by this 14th century author is based on Boccaccios poem',\n",
+    "    'He wrote \"Bech: A Book\", Bech Is Back & Bech At Bay in addition to his Rabbit novels': 'He wrote Bech: A Book, Bech Is Back & Bech At Bay in addition to his Rabbit novels',\n",
+    "    \"Bernard Binlin Dadie's novel Climbie depicts this Ivorian country, his homeland, during colonial times\": \"Bernard Binlin Dadies novel Climbie depicts this Ivorian country, his homeland, during colonial times\",\n",
+    "    'His Jungle Book prose begins, \"It was seven o\\'clock of a very warm evening in the Seeonee Hills...\"': \"His Jungle Book prose begins, It was seven oclock of a very warm evening in the Seeonee Hills...\"\n",
+    "}\n",
+    "\n",
+    "reversed_context_replacements = {}\n",
+    "\n",
+    "old_questions = []\n",
+    "for q in old_questions_raw:\n",
+    "    nq = deepcopy(q)\n",
+    "    question = q['question'].strip(single_quote)\n",
+    "\n",
+    "    # Remove hyperlinks from the question, keeping only the text between the tags\n",
+    "    if '<a' in question and '</a>' in question:\n",
+    "        question = re.sub(r'<a[^>]*>(.*?)</a>', r'\\1', question)\n",
+    "\n",
+    "    # Remove accidental backslashes from the question\n",
+    "    question = question.replace('\\\\', '')\n",
+    "\n",
+    "    # Remove text within parentheses from the question\n",
+    "    light_edit_question = question = re.sub(r'(\\s*)\\([^)]*\\)\\s*', r'\\1', question).strip()\n",
+    "\n",
+    "    # Remove text within double quotes from the question\n",
+    "    question = re.sub(r'\"([^\"]+)\"', r'\\1', question).strip()\n",
+    "\n",
+    "    # Remove aphostrophies from the question\n",
+    "    question = re.sub(r\"(\\w+)'(\\w+)\", r'\\1\\2', question).strip()\n",
+    "\n",
+    "    nq['context'] = f\"{q['category'].replace(double_quote, '')}: {question}\"\n",
+    "    for k, v in context_replacements.items():\n",
+    "        if k in nq['context']:\n",
+    "            nq['context'] = nq['context'].replace(k, v)\n",
+    "\n",
+    "    nq[\"ee-question\"] = light_edit_question\n",
+    "    nq[\"ee-continuation\"] = reduce(\n",
+    "        lambda x, y: x.replace(y[0], y[1]),\n",
+    "        replacements.items(),\n",
+    "        light_edit_question\n",
+    "    )\n",
+    "    nq[\"ee-category\"] = q['category']\n",
+    "\n",
+    "    nq['continuation'] = replacements.get((c := q['answer'].replace('(', '').replace(')', '')), c)\n",
+    "    nq['category'] = \"\".join([ch for ch in q['category'] if ch not in punctuation]).lower().replace(' ', '_')\n",
+    "    nq['id'] = f\"{q['show_number']}-{md5(json.dumps(q).encode('utf-8')).hexdigest()[:6]}\"\n",
+    "    nq['og-category'] = q['category']\n",
+    "    for k, v in reversed_replacements.get(nq['id'], {}).items():\n",
+    "        nq['continuation'] = nq['continuation'].replace(k, v)\n",
+    "    for k, v in reversed_context_replacements.get(nq['id'], {}).items():\n",
+    "        nq['context'] = v\n",
+    "    old_questions.append(nq)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Missing: 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_categories = set([q['category'] for q in new_questions.values()])\n",
+    "old_questions_subset = {''.join([ch for ch in f\"{q['context']} {q['continuation']}\" if ch not in punctuation and ch not in whitespace]):q for q in [q for q in old_questions if q['category'] in new_categories]}\n",
+    "\n",
+    "missing =  [{**v, 'key': k} for k, v in new_questions.items() if k not in old_questions_subset]\n",
+    "print(f\"Missing: {len(missing)}\")\n",
+    "for m in missing:\n",
+    "    print(m['context'])\n",
+    "    print(m['continuation'])\n",
+    "    break\n",
+    "\n",
+    "# print('-----')\n",
+    "# query = ' '.join(m['context'].split(':', 1)[1].split(' ')[5:9]).strip()\n",
+    "# for row in [o for o in old_questions if query in o['question']]:\n",
+    "#     print(row['id'])\n",
+    "#     print(f\"{row['context']} {'SAME' if row['context'] == m['context'] else 'DIFFERENT'}\")\n",
+    "#     print(f\"{row['continuation']} {'SAME' if row['continuation'] == m['continuation'] else 'DIFFERENT'}\")\n",
+    "#     print()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "33f3bd1d30d54874b990c17e34b44bb8",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Uploading the dataset shards:   0%|          | 0/1 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "17dae484d5ef4a7bb1b2204da34da4ca",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Creating parquet from Arrow format: 0ba [00:00, ?ba/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No files have been modified since last commit. Skipping to prevent empty commit.\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "491d1a420a6246fb9d74201437e0d490",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Uploading the dataset shards:   0%|          | 0/1 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ea3ec39f1ba145c6a5457bc34912cf72",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Creating parquet from Arrow format:   0%|          | 0/217 [00:00<?, ?ba/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "CommitInfo(commit_url='https://huggingface.co/datasets/soldni/jeopardy/commit/1618cf7f59f5e0a5132eb99cd43b3180e359fe78', commit_message='Upload dataset', commit_description='', oid='1618cf7f59f5e0a5132eb99cd43b3180e359fe78', pr_url=None, pr_revision=None, pr_num=None)"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "all_questions = []\n",
+    "mosaicml_gauntlet = []\n",
+    "for row in old_questions:\n",
+    "    key = ' '.join([ch for ch in f\"{row['context']} {row['continuation']}\" if ch not in punctuation and ch not in whitespace])\n",
+    "    all_questions.append(row)\n",
+    "    row['mosaicml_gauntlet'] = key in new_questions\n",
+    "    if row['mosaicml_gauntlet']:\n",
+    "        mosaicml_gauntlet.append(row)\n",
+    "\n",
+    "mosaicml_gauntlet_dataset = datasets.Dataset.from_list(mosaicml_gauntlet)\n",
+    "all_questions_dataset = datasets.Dataset.from_list(all_questions)\n",
+    "\n",
+    "mosaicml_gauntlet_dataset.push_to_hub(\n",
+    "    \"soldni/jeopardy\",\n",
+    "    config_name=\"mosaicml_gauntlet\",\n",
+    "    data_dir=\"data/mosaicml_gauntlet\"\n",
+    ")\n",
+    "all_questions_dataset.push_to_hub(\n",
+    "    \"soldni/jeopardy\",\n",
+    "    config_name=\"all_questions\",\n",
+    "    data_dir=\"data/all_questions\"\n",
+    ")\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "dolma",
+   "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": "3.11.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

raw/JEOPARDY_QUESTIONS1.json.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e5f60ba1add9d242c6d78ad74dae10002fc2a492a769efc7df9530640cb25a7
+size 8613817