数据集:
bigcode/github-commits
Samples: 76674567 76,674,567
SQL queries executed one-by-one. They're split up as BigQuery was raising Resources exceeded during query execution when running all in one.
SELECT commit, difference, subject, message, unnested_repo_name FROM ( SELECT repo_name, lang.name AS language_name FROM `bigquery-public-data.github_repos.languages` AS lang_table, UNNEST(LANGUAGE) AS lang) lang_table JOIN `bigquery-public-data.github_repos.licenses` AS license_table ON license_table.repo_name = lang_table.repo_name JOIN ( SELECT * FROM `bigquery-public-data.github_repos.commits` AS commits_table, UNNEST(repo_name) AS unnested_repo_name) commits_table ON commits_table.unnested_repo_name = lang_table.repo_name WHERE ((license_table.license LIKE 'mit') OR (license_table.license LIKE 'artistic-2.0') OR (license_table.license LIKE 'isc') OR (license_table.license LIKE 'cc0-1.0') OR (license_table.license LIKE 'epl-1.0') OR (license_table.license LIKE 'mpl-2.0') OR (license_table.license LIKE 'unlicense') OR (license_table.license LIKE 'apache-2.0') OR (license_table.license LIKE 'bsd-3-clause') OR (license_table.license LIKE 'agpl-3.0') OR (license_table.license LIKE 'lgpl-2.1') OR (license_table.license LIKE 'bsd-2-clause')) AND ( (lang_table.language_name LIKE 'Python') OR (lang_table.language_name LIKE 'Java') OR (lang_table.language_name LIKE 'JavaScript') OR (lang_table.language_name LIKE 'HTML') OR (lang_table.language_name LIKE 'Common Lisp') OR (lang_table.language_name LIKE 'Shell') OR (lang_table.language_name LIKE 'R') OR (lang_table.language_name LIKE 'Perl%') OR (lang_table.language_name LIKE 'SQL') OR (lang_table.language_name LIKE 'C') OR (lang_table.language_name LIKE 'C#') OR (lang_table.language_name LIKE 'C++') OR (lang_table.language_name LIKE 'TypeScript') OR (lang_table.language_name LIKE 'Go') OR (lang_table.language_name LIKE 'Rust') OR (lang_table.language_name LIKE 'Swift') OR (lang_table.language_name LIKE 'PHP') OR (lang_table.language_name LIKE 'Dart') OR (lang_table.language_name LIKE 'Kotlin') OR (lang_table.language_name LIKE 'Matlab') OR (lang_table.language_name LIKE 'MATLAB') OR (lang_table.language_name LIKE 'Ruby') ) AND LENGTH(commits_table.message) > 5 AND LENGTH(commits_table.message) < 10000 AND LOWER(commits_table.message) NOT LIKE 'update readme.md' AND LOWER(commits_table.message) NOT LIKE 'initial commit' AND LOWER(commits_table.message) NOT LIKE 'update' AND LOWER(commits_table.message) NOT LIKE 'mirroring from micro.blog.' AND LOWER(commits_table.message) NOT LIKE 'update data.json' AND LOWER(commits_table.message) NOT LIKE 'update data.js' AND LOWER(commits_table.message) NOT LIKE 'add files via upload' AND LOWER(commits_table.message) NOT LIKE 'update readme' AND LOWER(commits_table.message) NOT LIKE "can't you see i'm updating the time?" AND LOWER(commits_table.message) NOT LIKE 'pi push' AND LOWER(commits_table.message) NOT LIKE 'dummy' AND LOWER(commits_table.message) NOT LIKE 'update index.html' AND LOWER(commits_table.message) NOT LIKE 'first commit' AND LOWER(commits_table.message) NOT LIKE 'create readme.md' AND LOWER(commits_table.message) NOT LIKE 'heartbeat update' AND LOWER(commits_table.message) NOT LIKE 'updated readme' AND LOWER(commits_table.message) NOT LIKE 'update log' AND LOWER(commits_table.message) NOT LIKE 'test' AND LOWER(commits_table.message) NOT LIKE 'no message' AND LOWER(commits_table.message) NOT LIKE 'readme' AND LOWER(commits_table.message) NOT LIKE 'wip' AND LOWER(commits_table.message) NOT LIKE 'updates' AND LOWER(commits_table.message) NOT LIKE 'first commit' AND LOWER(commits_table.message) NOT LIKE 'commit' AND LOWER(commits_table.message) NOT LIKE 'update _config.yaml' AND LOWER(commits_table.message) NOT LIKE 'update data.json' AND LOWER(commits_table.message) NOT LIKE 'update data.js' AND LOWER(commits_table.message) NOT LIKE 'merge%';
3,641,694,786
SELECT commit, subject, message, STRING_AGG(unnested_repo_name) AS repos FROM `huggingface-ml.commits_table_24122022.commits_table_base` GROUP BY commit, subject, message
SELECT * FROM ( SELECT commit,subject,message,repos,difference FROM `huggingface-ml.commits_table_24122022.commits_table_dedup` AS commits_table_dedup JOIN ( SELECT commit AS commit_base,difference FROM `bigquery-public-data.github_repos.commits` AS commits_table_base ) commits_table_base ON commits_table_base.commit_base = commits_table_dedup.commit )
SELECT commit,subject,message,repos,d.old_path as old_file,d.new_path as new_file FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_difference` AS commits_table, UNNEST(difference) AS d WHERE (d.old_path = d.new_path) AND (d.old_path IS NOT NULL) AND (d.new_path IS NOT NULL)
SELECT commit,subject,message,repos,old_file,new_file FROM ( ( SELECT commit AS commit_base FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_files` GROUP BY commit HAVING COUNT(*) = 1 ) JOIN ( SELECT commit,subject,message,repos,old_file,new_file FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_files` AS commits_table_base ) commits_table_base ON commits_table_base.commit = commit_base )
Then export the final dataset from GCP to a bucket as parquet files. Then copy those parquet files to the hf dataset on an instance.
Samples: 76674567 76,674,567
SQL queries executed one-by-one. They're split up as BigQuery was raising Resources exceeded during query execution when running all in one.
SELECT commit, difference, subject, message, unnested_repo_name, license FROM ( SELECT repo_name, lang.name AS language_name FROM `bigquery-public-data.github_repos.languages` AS lang_table, UNNEST(LANGUAGE) AS lang) lang_table JOIN `bigquery-public-data.github_repos.licenses` AS license_table ON license_table.repo_name = lang_table.repo_name JOIN ( SELECT * FROM `bigquery-public-data.github_repos.commits` AS commits_table, UNNEST(repo_name) AS unnested_repo_name) commits_table ON commits_table.unnested_repo_name = lang_table.repo_name WHERE ((license_table.license LIKE 'mit') OR (license_table.license LIKE 'artistic-2.0') OR (license_table.license LIKE 'isc') OR (license_table.license LIKE 'cc0-1.0') OR (license_table.license LIKE 'epl-1.0') OR (license_table.license LIKE 'mpl-2.0') OR (license_table.license LIKE 'unlicense') OR (license_table.license LIKE 'apache-2.0') OR (license_table.license LIKE 'bsd-3-clause') OR (license_table.license LIKE 'agpl-3.0') OR (license_table.license LIKE 'lgpl-2.1') OR (license_table.license LIKE 'bsd-2-clause')) AND ( (lang_table.language_name LIKE 'Python') OR (lang_table.language_name LIKE 'Java') OR (lang_table.language_name LIKE 'JavaScript') OR (lang_table.language_name LIKE 'HTML') OR (lang_table.language_name LIKE 'Common Lisp') OR (lang_table.language_name LIKE 'Shell') OR (lang_table.language_name LIKE 'R') OR (lang_table.language_name LIKE 'Perl%') OR (lang_table.language_name LIKE 'SQL') OR (lang_table.language_name LIKE 'C') OR (lang_table.language_name LIKE 'C#') OR (lang_table.language_name LIKE 'C++') OR (lang_table.language_name LIKE 'TypeScript') OR (lang_table.language_name LIKE 'Go') OR (lang_table.language_name LIKE 'Rust') OR (lang_table.language_name LIKE 'Swift') OR (lang_table.language_name LIKE 'PHP') OR (lang_table.language_name LIKE 'Dart') OR (lang_table.language_name LIKE 'Kotlin') OR (lang_table.language_name LIKE 'Matlab') OR (lang_table.language_name LIKE 'MATLAB') OR (lang_table.language_name LIKE 'Ruby') ) AND LENGTH(commits_table.message) > 5 AND LENGTH(commits_table.message) < 10000 AND LOWER(commits_table.message) NOT LIKE 'update readme.md' AND LOWER(commits_table.message) NOT LIKE 'initial commit' AND LOWER(commits_table.message) NOT LIKE 'update' AND LOWER(commits_table.message) NOT LIKE 'mirroring from micro.blog.' AND LOWER(commits_table.message) NOT LIKE 'update data.json' AND LOWER(commits_table.message) NOT LIKE 'update data.js' AND LOWER(commits_table.message) NOT LIKE 'add files via upload' AND LOWER(commits_table.message) NOT LIKE 'update readme' AND LOWER(commits_table.message) NOT LIKE "can't you see i'm updating the time?" AND LOWER(commits_table.message) NOT LIKE 'pi push' AND LOWER(commits_table.message) NOT LIKE 'dummy' AND LOWER(commits_table.message) NOT LIKE 'update index.html' AND LOWER(commits_table.message) NOT LIKE 'first commit' AND LOWER(commits_table.message) NOT LIKE 'create readme.md' AND LOWER(commits_table.message) NOT LIKE 'heartbeat update' AND LOWER(commits_table.message) NOT LIKE 'updated readme' AND LOWER(commits_table.message) NOT LIKE 'update log' AND LOWER(commits_table.message) NOT LIKE 'test' AND LOWER(commits_table.message) NOT LIKE 'no message' AND LOWER(commits_table.message) NOT LIKE 'readme' AND LOWER(commits_table.message) NOT LIKE 'wip' AND LOWER(commits_table.message) NOT LIKE 'updates' AND LOWER(commits_table.message) NOT LIKE 'first commit' AND LOWER(commits_table.message) NOT LIKE 'commit' AND LOWER(commits_table.message) NOT LIKE 'update _config.yaml' AND LOWER(commits_table.message) NOT LIKE 'update data.json' AND LOWER(commits_table.message) NOT LIKE 'update data.js' AND LOWER(commits_table.message) NOT LIKE 'merge%';
3,641,694,786
SELECT commit, subject, message, STRING_AGG(unnested_repo_name), license AS repos FROM `huggingface-ml.commits_table_24122022.commits_table_base` GROUP BY commit, subject, message, license
SELECT * FROM ( SELECT commit,subject,message,repos,difference,license FROM `huggingface-ml.commits_table_24122022.commits_table_dedup` AS commits_table_dedup JOIN ( SELECT commit AS commit_base,difference FROM `bigquery-public-data.github_repos.commits` AS commits_table_base ) commits_table_base ON commits_table_base.commit_base = commits_table_dedup.commit )
SELECT commit,subject,message,repos,license,d.old_path as old_file,d.new_path as new_file FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_difference` AS commits_table, UNNEST(difference) AS d WHERE (d.old_path = d.new_path) AND (d.old_path IS NOT NULL) AND (d.new_path IS NOT NULL)
SELECT commit,repos,licenses FROM ( ( SELECT commit AS commit_base FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_files` GROUP BY commit HAVING COUNT(*) = 1 ) JOIN ( SELECT commit,subject,message,repos,old_file,new_file FROM `huggingface-ml.commits_table_24122022.commits_table_dedup_files` AS commits_table_base ) commits_table_base ON commits_table_base.commit = commit_base )
Then export the final dataset from GCP to a bucket as parquet files. Then copy those parquet files to the hf dataset on an instance.