{ "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 '' in question:\n", " question = re.sub(r']*>(.*?)', 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": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Missing: 0\n", "Old questions: 2220\n", "New questions: 2113\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", "print(f\"Old questions: {len(old_questions_subset)}\")\n", "print(f\"New questions: {len(new_questions)}\")\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": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mosaicml Gauntlet: 2116\n", "All questions: 216930\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b0db52ff66c84083984ce81539bb3129", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Uploading the dataset shards: 0%| | 0/1 [00:00