151 lines
3.2 KiB
Plaintext
151 lines
3.2 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import os\n",
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"import shutil"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {},
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"outputs": [],
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"source": [
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"contributing_ranef = pd.read_csv(\"../mlm/data/0207_contributing_dweek_ranefs.csv\")\n",
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"readme_ranef = pd.read_csv(\"../mlm/data/0207_readme_dweek_ranefs.csv\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {},
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"outputs": [],
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"source": [
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"contributing_ranef['repo_id'] = contributing_ranef['level']\n",
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"readme_ranef['repo_id'] = readme_ranef['level']"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"metadata": {},
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"outputs": [],
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"source": [
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"contributing_manifest = pd.read_csv(\"../validation/020725_CONTRIBUTING_manifest.csv\")\n",
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"readme_manifest = pd.read_csv(\"../validation/020725_README_manifest.csv\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"714"
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]
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},
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"contributing_merged = pd.merge(contributing_manifest, contributing_ranef, on=['repo_id'], how='inner')\n",
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"contributing_merged = contributing_merged.drop(columns='Unnamed: 0')\n",
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"contributing_merged.head()\n",
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"len(contributing_merged)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [],
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"source": [
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"contributing_merged.to_csv('0207_contributing_merged_manifest.csv', index=False)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Empty DataFrame\n",
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"Columns: [repo_id, commits_filepath, fvf_filepath]\n",
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"Index: []\n"
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]
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}
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],
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"source": [
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"#duplicates = readme_manifest[readme_manifest.duplicated(subset=['repo_id'], keep=False)]\n",
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"#len(duplicates)\n",
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"#print(duplicates)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"4226"
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]
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},
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"execution_count": 15,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"readme_merged = pd.merge(readme_manifest, readme_ranef, on=['repo_id'], how='inner')\n",
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"readme_merged = readme_merged.drop(columns='Unnamed: 0')\n",
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"len(readme_merged)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"metadata": {},
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"outputs": [],
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"source": [
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"readme_merged.to_csv('0207_readme_merged_manifest.csv', index=False)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "base",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.12.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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