README.md

Samples: 76674567





SQL queries executed one-by-one. They're split up as BigQuery was raising `Resources exceeded during query execution` when running all in one.

```sql
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) > 10) )
  AND 
    ( (LENGTH(commits_table.message) < 10000) )
  AND commits_table.message NOT IN ('update readme.md', 'initial commit', 'update', 'Mirroring from micro.blog.', 'update data.json', 'update data.js', 'add files via upload', 'update readme', "Can't you see I'm updating the time?", 'pi push', 'dummy', 'update index.html', 'first commit', 'create readme.md', 'heartbeat update', 'updated readme', 'update log', 'test', 'no message', 'readme', 'wip', 'updates', 'commit', 'update _config.yaml')
  AND commits_table.message not like 'Merge%';
```

```sql
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
```

```sql
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
)
```

```sql
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)
```

```sql
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.