From 9b834330af6edac56b0fbf6b1c098e7ad0cef945 Mon Sep 17 00:00:00 2001 From: Oleg Zakharov Date: Fri, 18 Oct 2024 00:07:19 +0300 Subject: [PATCH] v6 --- Untitled.ipynb | 82 ++++++++++++++++++ app/__pycache__/__init__.cpython-38.pyc | Bin 0 -> 157 bytes app/models/__pycache__/qwen.cpython-311.pyc | Bin 5299 -> 5390 bytes app/models/__pycache__/qwen.cpython-38.pyc | Bin 0 -> 3140 bytes app/models/qwen.py | 5 +- .../__pycache__/preprocess.cpython-311.pyc | Bin 959 -> 2270 bytes app/utils/__pycache__/submit.cpython-311.pyc | Bin 3793 -> 4107 bytes app/utils/preprocess.py | 24 ++++- app/utils/submit.py | 6 +- data/processed/test.xlsx | Bin 53828 -> 87949 bytes main.py | 12 +-- 11 files changed, 116 insertions(+), 13 deletions(-) create mode 100644 Untitled.ipynb create mode 100644 app/__pycache__/__init__.cpython-38.pyc create mode 100644 app/models/__pycache__/qwen.cpython-38.pyc diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 0000000..c610fb0 --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,82 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "58e6167e-1e30-4bbf-93a1-af6ab5cb4673", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "def preprocess_test(test_solutions_path: str, test_tasks_path: str, test_tests_path: str, save_path: str) -> None:\n", + " def read_files(*paths):\n", + " return (pd.read_excel(path) for path in paths)\n", + "\n", + " solutions_df, tasks_df, tests_df = read_files(test_solutions_path, test_tasks_path, test_tests_path)\n", + "\n", + " test_dataset = pd.merge(pd.merge(solutions_df, tasks_df, left_on='task_id', right_on='id', how='inner'), \n", + " tests_df, on='task_id', how='inner')\n", + "\n", + " test_dataset['input_output'] = test_dataset.apply(\n", + " lambda row: f\"{row['input']}->{row['output']}\" if pd.notna(row['input']) or pd.notna(row['output']) else \"\", \n", + " axis=1\n", + " )\n", + "\n", + " test_dataset = test_dataset[['id', 'student_solution', 'description', 'author_solution', 'input_output']]\n", + " test_dataset.to_excel(save_path, index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e561a852-007c-4b78-a7e1-697f80272169", + "metadata": {}, + "outputs": [], + "source": [ + "base = 'data/raw/test/{}'\n", + "\n", + "preprocess_test(base.format('solutions.xlsx'), base.format('tasks.xlsx'), base.format('tests.xlsx'), './test.xlsx')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2c15dbb7-1034-41a7-96be-69e2418bf98e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "d923d6c4-f962-4646-a041-999862bb3950", + "metadata": {}, + "outputs": [], + "source": [ + "preprocess_test(base.format('solutions.xlsx'), base.format('tasks.xlsx'), base.format('tests.xlsx'), './test2.xlsx')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:.conda-poetry]", + "language": 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debug: + print(prompt_text) + inputs = self.tokenizer(prompt_text, return_tensors="pt").to(self.device) with torch.no_grad(): diff --git a/app/utils/__pycache__/preprocess.cpython-311.pyc b/app/utils/__pycache__/preprocess.cpython-311.pyc index 0db383532966bb6b48adb02165cfaf4ecc27d76e..c8ac44dbb6dda466d8ae0ed7c24996e26f5b0554 100644 GIT binary patch literal 2270 zcma)7O>7fK6rT0&`Y%6bW3W>|h?olELNKioDuT(WiV$j(LqJqOwOu?LdxO2ZomoRd z9m%aY_P_zDNVHOfs$i6~;>e+uIP}1AZMm{F5>lm}xETeh5~sdd*N&YuQfFu0yqWpl z{Ji(g?31CPFoJY-S;_t)A@mn-bdom$jjazre2*}~LLOZcuuu145sCywhT_M@WP4Phg8Q0|A(Ty>AFs82&-pVd3wfdh2y)Y;-$TgQegakKwL_2e4=eo00xG zJ$!H%7&=NK-nXgrpHTpo0s}|pk|OgNmP0<>u{Skw4>|e| zOAqcrKZJeTgzC2;(Gn1Dd-M^)BJ}j&AE6&bQ@|29MxG-I?2U|oV8R4LNgwmsn8~K) zm|9X`BC+mJex{@EE~Ro-K~GtCwOcujShrI-s;fCIa|^DqW%Aa9y~5QAjZ%X;n(3r8 z+fKo4&(oAmbemWiozm0x%DZ4XuN7`$ZRYOS_JGQtg45}|mC^Ea29!1=0;|){K$OvM zBfpNmIQAm@`>E==`TDtecR%@K;Yxksx_d))zs%Kd7}bTP`oa?Q-=_~heo%7vPeESG zRK|ZQv~@0RQbt=aA$rYE2B(y?WrMOoFOq6IkW4bLy3FK7gV6q{a#DLyy$A|CgTflr 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= pd.read_excel(test_tasks_path) + tests_df = pd.read_excel(test_tests_path) - preprocessed_df = solutions_df.merge(tasks_df[['id', 'description']], left_on='task_id', right_on='id', how='left') + preprocessed_df = solutions_df.merge(tasks_df[['id', 'description', 'author_solution']], + left_on='task_id', right_on='id', how='left') - preprocessed_df[['description', 'student_solution']].to_excel(save_path, index=False) \ No newline at end of file + preprocessed_df = preprocessed_df.merge(tests_df[['task_id', 'input', 'output']], + left_on='task_id', right_on='task_id', how='left') + + preprocessed_df['input_output'] = preprocessed_df.apply( + lambda row: f"{row['input']}-{row['output']}" if pd.notna(row['input']) or pd.notna(row['output']) else "", + axis=1 + ) + + grouped_df = preprocessed_df.groupby('id_x').agg({ + 'student_solution': 'first', + 'description': 'first', + 'author_solution': 'first', + 'input_output': lambda x: '\n'.join(filter(None, x)) + }).reset_index() + + grouped_df = grouped_df.rename(columns={'id_x': 'id'}) + grouped_df.to_excel(save_path, index=False) diff --git a/app/utils/submit.py b/app/utils/submit.py index 6cfe650..bfb913a 100644 --- a/app/utils/submit.py +++ b/app/utils/submit.py @@ -40,9 +40,9 @@ def generate_submit(tests_path: str, predict_func: Callable, save_path: str, use idx = tests.index[i] solution_row = tests.iloc[i] - input_text = f"{solution_row['description']}\n\n{solution_row['student_solution']}" - text = predict_func(input_text) + input_text = f"Вводные данные:\n{solution_row['description']}\n\nКод студента:\n{solution_row['student_solution']}\n\nКод автора:\n{solution_row['author_solution']}\n\nТестовые условия:\n{solution_row['input_output']}" + text = predict_func(input_text) embedding = embedding2string(get_sentence_embedding(text)) - submit_df.loc[i] = [i, text, embedding] + submit_df.loc[i] = [solution_row['id'], text, embedding] submit_df.to_csv(save_path, index=False) diff --git a/data/processed/test.xlsx 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имя Твое, да приидет Царствие Твое,