Datasets:
fix(dataset): unify commit metadata and simplify entity tables
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- CHANGELOG.md +0 -3
- DATA_DICTIONARY.md +78 -245
- PROVENANCE.md +6 -27
- README.md +86 -136
- SHA256SUMS +0 -0
- data/commit_files/commit-json-00000-0000.parquet +2 -2
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CHANGELOG.md
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# Data format
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The tables use schema `upstream-readable-v3`: commit lookup locations, direct patch storage, compact changed-file metadata and typed sampling fields. Field definitions are in DATA_DICTIONARY.md.
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DATA_DICTIONARY.md
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# Data dictionary
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## commits
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One
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| `commit_sha` | `string` | Git commit identifier. Use it together with the repository name. |
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| `html_url` | `string` | Link to the commit on GitHub. |
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| `observed_agents` | `list<element: string>` | Distinct agent labels attached to matching discovery records; a commit can have several. |
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| `observed_channels` | `list<element: string>` | Distinct identification channels from matching discovery records. Agent/channel pairings remain in discovery. |
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| `repo_owner_login` | `string` | Owner component of repo_full_name: the person or organization GitHub login, not a display name. |
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| `repo_owner_type` | `string` | Owner account type, usually User or Organization, from a matching repository observation; never inferred from the login. |
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| `repo_owner_id` | `int64` | Numeric GitHub owner account ID from a matching repository observation. |
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| `message` | `string` | Full original commit message, including trailers and line breaks. |
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| `message_title` | `string` | First line of message; full message remains available. |
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| `author_name` | `string` | Name stored in the Git author entry. |
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| `author_email` | `string` | Email address stored in the Git author entry. |
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| `author_date` | `string` | Original timestamp, including its timezone stored in the Git author entry. |
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| `author_date_utc` | `string` | UTC ISO 8601 conversion of the corresponding timezone-aware source date. |
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| `committer_name` | `string` | Name stored in the Git committer entry. |
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| `committer_email` | `string` | Email address stored in the Git committer entry. |
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| `committer_date` | `string` | Original timestamp, including its timezone stored in the Git committer entry. |
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| `committer_date_utc` | `string` | UTC ISO 8601 conversion of the corresponding timezone-aware source date. |
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| `github_author_login` | `string` | GitHub username linked to the Git author; empty if the API provided no account. |
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| `github_committer_login` | `string` | GitHub username linked to the Git committer; empty if the API provided no account. |
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| `repo_id` | `int64` | Numeric GitHub repository ID, when available. |
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| `verification_verified` | `bool` | Signature-verification value in the saved source. |
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| `discovery_observation_count` | `int64` | Number of matching discovery records, including repeated observations. |
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| `metadata_join_status` | `string` | matched, field_conflicts, or not_found for the discovery join. |
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| `metadata_conflict_fields` | `list<element: string>` | Fields with disagreeing non-null discovery values. |
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| `discovery_example_observation_id` | `string` | One source observation for navigation; consult all matching discovery rows for field provenance. |
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##
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One
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| Field | Type | Meaning |
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| `source_artifact_id` | `string` | Original file reference in artifacts. |
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| `source_relative_path` | `string` | Original path below the source data root. |
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| `record_kind` | `string` | commit for a commit API item; other_api_item for other saved responses. |
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| `repo_full_name` | `string` | GitHub repository name in owner/repository form. |
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| `commit_sha` | `string` | Git commit identifier. Use it together with the repository name. |
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| `agent` | `string` | Agent label recorded by the collection channel. |
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| `channel` | `string` | Collection channel that produced this observation. |
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| `tier` | `string` | Sampling tier recorded by the collector. |
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| `mode` | `string` | Collection matching mode recorded by the collector. |
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| `query` | `string` | Original search query. |
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| `original_window_start_utc` | `string` | Start of the original collection query window. |
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| `original_window_end_utc` | `string` | End of the original collection query window. |
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| `segment_start_utc` | `string` | Start of the query segment used for this request. |
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| `segment_end_utc` | `string` | End of the query segment used for this request. |
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| `other_item_json` | `string` | Original non-commit API item as JSON; null for commit items. |
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| `source_record_index` | `int64` | Zero-based original JSONL line or API array-item index. |
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| `repo_id` | `int64` | Numeric GitHub repository ID, when available. |
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| `committer_date` | `string` | Original timestamp, including its timezone stored in the Git committer entry. |
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| `committer_date_utc` | `string` | UTC ISO 8601 conversion of the corresponding timezone-aware source date. |
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| `committer_date_parse_status` | `string` | ok, missing, timezone_missing or invalid; a join conflict is separately recorded. |
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| `github_author_login` | `string` | GitHub username linked to the Git author; empty if the API provided no account. |
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| `github_author_type` | `string` | Account type, such as User or Bot linked to the Git author; empty if the API provided no account. |
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| `github_committer_login` | `string` | GitHub username linked to the Git committer; empty if the API provided no account. |
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| `github_committer_type` | `string` | Account type, such as User or Bot linked to the Git committer; empty if the API provided no account. |
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| `tree_sha` | `string` | Git identifier of the commit tree. |
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| `html_url` | `string` | Link to the commit on GitHub. |
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| `api_url` | `string` | GitHub API URL of the source item. |
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| `verification_reason` | `string` | Source explanation for the signature-verification result. |
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| `verification_json` | `string` | Saved verification object; delta source in commits, API commit source in discovery. |
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| `github_author_id` | `int64` | Numeric account ID linked to the Git author; empty if the API provided no account. |
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| `github_committer_id` | `int64` | Numeric account ID linked to the Git committer; empty if the API provided no account. |
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| `comment_count` | `int64` | Number of commit comments reported by the source API response. |
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| `parent_shas` | `list<element: string>` | Ordered parent commit SHAs from the API item. |
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| `verification_verified` | `bool` | Signature-verification value in the saved source. |
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## commit_files
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One changed
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| `repo_full_name` | `string` | GitHub repository name in owner/repository form. |
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| `commit_sha` | `string` | Git commit identifier. Use it together with the repository name. |
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| `filename` | `string` | Changed file path within the repository. |
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| `previous_filename` | `string` | Previous path for a renamed file, when
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| `blob_sha` | `string` | Git
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| `file_language` | `string` | File language recorded by the
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| `deletions` | `int64` | Deleted lines reported by the source. |
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| `changes` | `int64` | Changed lines reported for this file. |
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| `has_patch` | `bool` | Whether the collector recorded an available patch for this file. |
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## patches
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| `sha256` | `string` | SHA256 of the original
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| `patch` | `string` | UTF-8 decoded original patch; an empty string is a known zero-byte file. Null is unavailable/undecodable text, not an empty file. Nonempty does not guarantee completeness. |
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| `text_encoding_status` | `string` | UTF-8 decoding status. All saved patches in this version are utf8 and preserve the original bytes on encoding. |
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| `bytes` | `int64` | Original file size; zero for an empty source file. Filter bytes > 0 only for tasks requiring text, not to redefine a commit population. |
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| `repo_id` | `int64` | Numeric GitHub repository ID, when available. |
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| `full_name` | `string` | GitHub repository name in owner/repository form. |
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| `owner_login` | `string` | Repository owner GitHub login recorded in the original API response. |
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| `owner_type` | `string` | Repository owner account type recorded by GitHub, usually User or Organization. |
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| `owner_id` | `int64` | Numeric GitHub account ID of the repository owner. |
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| `owner_html_url` | `string` | GitHub profile page of the repository owner. |
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| `language` | `string` | Primary repository language reported by GitHub. |
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| `stars` | `int64` | Stargazer count at the source observation. |
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| `forks` | `int64` | Fork count at the source observation. |
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| `license_key` | `string` | License key present in the original repository response. |
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| `repository_observation_id` | `string` | ID of a repository record; joins to repositories. |
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| `source_artifact_id` | `string` | Original file reference in artifacts. |
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| `source_record_index` | `int64` | Zero-based original JSONL line or API array-item index. |
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| `repository_updated_at` | `string` | Repository update timestamp from the API response. |
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| `metadata_observed_at` | `string` | Null when the repository response does not establish collection time. |
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## artifacts
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One original source file and its storage location.
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| `artifact_id` | `string` | Path-based source-file identity; distinct from its content hash. |
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| `collection_id` | `string` | Original source-directory group. |
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| `kind` | `string` | Original file category, such as commit-json or commit-patches. |
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| `relative_path` | `string` | Original source path relative to the data root. |
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| `bytes` | `int64` | Original file size in bytes. |
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| `sha256` | `string` | SHA256 of the original complete file bytes. |
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| `member_manifest_partition` | `string` | Archive/member/offset manifest for tar_archive; null for parquet_utf8. |
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| `storage_format` | `string` | tar_archive for archived sources (.tar or .tar.zst) or parquet_utf8 for patch text. |
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| `content_file` | `string` | Dataset-relative patch Parquet path for parquet_utf8; otherwise null. |
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| `content_row_group` | `int32` | Zero-based Parquet row group; select artifact_id within that group. |
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One original sampling CSV record.
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| `sampling_record_id` | `string` | ID of a row in an original sampling CSV. |
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| `source_artifact_id` | `string` | Original file reference in artifacts. |
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| `source_record_index` | `int64` | Zero-based CSV data-record index, excluding the header; a record may span physical lines. |
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| `record_kind` | `string` | Original CSV filename without its extension, such as sampled_windows or query_segments. |
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| `fields_json` | `string` | Parsed original CSV fields, retaining irregular values and NUL escapes. |
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| `contains_nul` | `bool` | Whether the source CSV record contains a NUL character. |
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| `agent` | `string` | Agent label recorded by the collector. |
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| `channel` | `string` | Identification channel used for the query. |
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| `tier` | `string` | Original tier label where recorded; not inferred from other rows. |
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| `mode` | `string` | Collector search mode. |
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| `query` | `string` | Original GitHub search query. |
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| `sample_date_utc` | `string` | UTC calendar date of the sampled window. |
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| `window_start_utc` | `string` | Start of the recorded sampling window in UTC. |
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| `window_end_utc` | `string` | End of the recorded sampling window in UTC. |
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| `original_window_start_utc` | `string` | Start of the sampling window before query subdivision. |
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| `original_window_end_utc` | `string` | End of the sampling window before query subdivision. |
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| `segment_start_utc` | `string` | Start of this query segment in UTC. |
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| `segment_end_utc` | `string` | End of this query segment in UTC. |
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| `bucket` | `string` | Sampling bucket label from the source record. |
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| `status` | `string` | Collector outcome for the recorded query. |
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| `error` | `string` | Recorded error text, when present. |
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| `seed` | `int64` | Recorded random seed. |
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| `depth` | `int64` | Query subdivision depth. |
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| `total_count` | `int64` | Result count reported for the query. |
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| `fetched_unique_sha` | `int64` | Unique SHAs fetched for the recorded query. |
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| `attempts` | `int64` | Recorded number of query attempts. |
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| `incomplete_results` | `bool` | Whether the API reported incomplete results. |
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| `cap_bound` | `bool` | Whether the collector marked this query as cap-bound. |
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Direct columns copy existing fields from `fields_json`; blank or absent fields are null. Raw strings, including irregular values, remain in `fields_json`. Window timestamps are sampling boundaries, separate from commit author/committer dates.
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## Commit lookup index
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`indexes/commits/<prefix>.parquet` uses the first two characters of a full lowercase commit SHA. Each row locates one entry in `commits` and its saved patch. It covers the commit table, not every discovery observation.
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| Field | Type | Meaning |
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| `repo_full_name` | `string` | Casefolded owner/repository lookup key. |
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| `commit_sha` | `string` | Exact full commit SHA. |
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| `commit_file` | `string` | Dataset-relative commit Parquet path. |
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| `commit_row_group` | `int32` | Zero-based row group; match repository and SHA within it. |
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| `patch_artifact_id` | `string` | Original patch identity. |
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| `patch_file` | `string` | Dataset-relative patch Parquet path. |
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| `patch_row_group` | `int32` | Zero-based row group; match patch_artifact_id within it. |
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`
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Commit observation IDs remain the delta JSON artifact IDs. Repository observations use the source JSONL artifact plus its original line index. Discovery IDs use the source artifact plus `:record:<zero-based index>`.
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Discovery joins use case-insensitive repository names plus exact commit SHA. Missing values do not conflict with observed values; differing non-null values do. The complete source observations remain in discovery.
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Verification fields, changed-file counts and additions/deletions in commits come from the delta JSON. Owner IDs and types come from matching repository observations. Messages, commit identities and dates come from discovery field consensus.
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| 248 |
-
Date fields retain their source strings. UTC conversion requires an explicit timezone. No filesystem timestamp is used as a commit date.
|
| 249 |
-
`collection_id` identifies the source collection group; agent and identification-channel labels are available in their own fields.
|
| 250 |
|
| 251 |
-
|
| 252 |
|
| 253 |
-
|
| 254 |
|
| 255 |
-
|
| 256 |
|
| 257 |
-
|
| 258 |
-
|---|---|---|---|
|
| 259 |
-
| `claude` | `app_bot_email` | `author` | `author-email:242468646+Claude@users.noreply.github.com` |
|
| 260 |
-
| `claude` | `author_claude_code_email` | `author` | `author-email:claude-code@anthropic.com` |
|
| 261 |
-
| `claude` | `author_claude_email` | `author` | `author-email:claude@anthropic.com` |
|
| 262 |
-
| `claude` | `cli_email` | `author` | `author-email:noreply@anthropic.com` |
|
| 263 |
-
| `claude` | `discover_claude_code` | `marker` | `"Claude Code"` |
|
| 264 |
-
| `claude` | `msg_cli_email` | `coauthor` | `"noreply@anthropic.com"` |
|
| 265 |
-
| `claude` | `msg_coauthored_by_claude` | `coauthor` | `"Co-authored-by: Claude"` |
|
| 266 |
-
| `claude` | `msg_generated_with_claude_code` | `marker` | `"Generated with Claude Code"` |
|
| 267 |
-
| `codex` | `cli_email` | `author` | `author-email:codex@openai.com` |
|
| 268 |
-
| `codex` | `discover_openai_codex` | `marker` | `"OpenAI Codex"` |
|
| 269 |
-
| `codex` | `legacy_connector` | `author` | `author:chatgpt-codex-connector[bot]` |
|
| 270 |
-
| `codex` | `msg_coauthored` | `coauthor` | `"Co-authored-by: Codex"` |
|
| 271 |
-
| `codex` | `msg_codex_openai_email` | `coauthor` | `"codex@openai.com"` |
|
| 272 |
-
| `codex` | `msg_noreply` | `coauthor` | `"noreply@openai.com"` |
|
| 273 |
-
| `codex` | `msg_openai_codex` | `coauthor` | `"Co-authored-by: OpenAI Codex"` |
|
| 274 |
-
| `codex` | `new_bot_email` | `author` | `author-email:242516109+Codex@users.noreply.github.com` |
|
| 275 |
-
| `copilot` | `msg_coauthored_by_copilot` | `coauthor` | `"Co-authored-by: Copilot"` |
|
| 276 |
-
| `copilot` | `msg_github_copilot` | `coauthor` | `"Co-authored-by: GitHub Copilot"` |
|
| 277 |
-
| `copilot` | `msg_noreply` | `coauthor` | `"copilot@users.noreply.github.com"` |
|
| 278 |
-
| `copilot` | `swe_agent_bot` | `author` | `author:copilot-swe-agent[bot]` |
|
| 279 |
-
| `cursor` | `bg_agent_email` | `author` | `author-email:agent@cursor.com` |
|
| 280 |
-
| `cursor` | `bot_noreply` | `author` | `author-email:206951365+cursor[bot]@users.noreply.github.com` |
|
| 281 |
-
| `cursor` | `cursoragent_email` | `author` | `author-email:cursoragent@cursor.com` |
|
| 282 |
-
| `cursor` | `discover_cursor_agent` | `marker` | `"Cursor Agent"` |
|
| 283 |
-
| `cursor` | `msg_coauthored_by_cursor` | `coauthor` | `"Co-authored-by: Cursor"` |
|
| 284 |
-
| `cursor` | `msg_cursoragent` | `coauthor` | `"cursoragent@cursor.com"` |
|
|
|
|
| 1 |
# Data dictionary
|
| 2 |
|
| 3 |
+
Null means unavailable or unresolved. Zero is an explicit numeric value.
|
| 4 |
|
| 5 |
## commits
|
| 6 |
|
| 7 |
+
One commit within a repository.
|
| 8 |
|
| 9 |
| Field | Type | Meaning |
|
| 10 |
|---|---|---|
|
| 11 |
+
| `commit_id` | `string` | Dataset key for a repository-scoped commit; use it to join the entity tables. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
| `repo_id` | `int64` | Numeric GitHub repository ID, when available. |
|
| 13 |
+
| `repo_full_name` | `string` | Recorded repository name in owner/repository form. |
|
| 14 |
+
| `commit_sha` | `string` | Full Git commit SHA. The same SHA can belong to different repositories. |
|
| 15 |
+
| `commit_url` | `string` | GitHub commit URL from the source response. |
|
| 16 |
+
| `repo_owner_login` | `string` | Owner component of the recorded repository name. |
|
| 17 |
+
| `message` | `string` | Complete commit message, including line breaks and co-author trailers. |
|
| 18 |
+
| `identifications` | `list<item: struct<agent: string, channel: string>>` | Distinct agent/channel pairs attached to the commit. |
|
| 19 |
+
| `author_name` | `string` | Name in the Git author entry. |
|
| 20 |
+
| `author_email` | `string` | Email in the Git author entry. |
|
| 21 |
+
| `author_date_utc` | `string` | Git author timestamp converted from an explicitly zoned source value to UTC. |
|
| 22 |
+
| `github_author_login` | `string` | GitHub login associated with the Git author. |
|
| 23 |
+
| `github_author_id` | `int64` | Numeric GitHub account ID associated with the author. |
|
| 24 |
+
| `github_author_type` | `string` | Author account type, such as User or Bot. |
|
| 25 |
+
| `committer_name` | `string` | Name in the Git committer entry. |
|
| 26 |
+
| `committer_email` | `string` | Email in the Git committer entry. |
|
| 27 |
+
| `committer_date_utc` | `string` | Git committer timestamp converted from an explicitly zoned source value to UTC. |
|
| 28 |
+
| `github_committer_login` | `string` | GitHub login associated with the Git committer. |
|
| 29 |
+
| `github_committer_id` | `int64` | Numeric GitHub account ID associated with the committer. |
|
| 30 |
+
| `github_committer_type` | `string` | Committer account type, such as User or Bot. |
|
| 31 |
+
| `parent_shas` | `list<item: string>` | Ordered parent commit SHAs recorded by the source. |
|
| 32 |
+
| `files_count` | `int64` | File-entry count in the response selected by primary_change_set_id. |
|
| 33 |
+
| `additions` | `int64` | Added lines reported by the source response. |
|
| 34 |
+
| `deletions` | `int64` | Deleted lines reported by the source response. |
|
| 35 |
+
| `repository_observation_id` | `string` | Key of the corresponding repository observation. |
|
| 36 |
+
| `primary_change_set_id` | `string` | change response selected for this commit's summary statistics. |
|
| 37 |
+
| `metadata_conflict_fields` | `list<item: string>` | Fields left null because source observations disagree. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
|
| 39 |
+
## repositories
|
| 40 |
|
| 41 |
+
One repository metadata observation.
|
| 42 |
|
| 43 |
| Field | Type | Meaning |
|
| 44 |
|---|---|---|
|
| 45 |
+
| `repository_observation_id` | `string` | Key of the corresponding repository observation. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 46 |
| `repo_id` | `int64` | Numeric GitHub repository ID, when available. |
|
| 47 |
+
| `repo_full_name` | `string` | Recorded repository name in owner/repository form. |
|
| 48 |
+
| `owner_login` | `string` | Owner login recorded in this repository observation. |
|
| 49 |
+
| `owner_id` | `int64` | Numeric GitHub account ID of the owner. |
|
| 50 |
+
| `owner_type` | `string` | Owner account type, usually User or Organization. |
|
| 51 |
+
| `language` | `string` | Primary repository language reported by GitHub. |
|
| 52 |
+
| `stars` | `int64` | Stargazer count in the repository observation. |
|
| 53 |
+
| `forks` | `int64` | Fork count in the repository observation. |
|
| 54 |
+
| `license_key` | `string` | License key recorded in the repository response. |
|
| 55 |
+
| `repository_updated_at` | `string` | Repository update timestamp reported by the GitHub API. |
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 56 |
|
| 57 |
## commit_files
|
| 58 |
|
| 59 |
+
One changed file in a commit response.
|
| 60 |
|
| 61 |
| Field | Type | Meaning |
|
| 62 |
|---|---|---|
|
| 63 |
+
| `commit_id` | `string` | Dataset key for a repository-scoped commit; use it to join the entity tables. |
|
| 64 |
+
| `change_set_id` | `string` | Identity of the change response containing this file entry. |
|
| 65 |
+
| `file_index` | `int64` | Zero-based position in that response's files array. |
|
|
|
|
|
|
|
| 66 |
| `filename` | `string` | Changed file path within the repository. |
|
| 67 |
+
| `previous_filename` | `string` | Previous path for a renamed file, when recorded. |
|
| 68 |
+
| `change_type` | `string` | File change type, such as added, modified, removed or renamed. |
|
| 69 |
+
| `blob_sha` | `string` | Git blob SHA recorded for the file. |
|
| 70 |
+
| `file_language` | `string` | File language recorded by the collector. |
|
| 71 |
+
| `additions` | `int64` | Added lines reported by the source response. |
|
| 72 |
+
| `deletions` | `int64` | Deleted lines reported by the source response. |
|
| 73 |
+
| `has_patch` | `bool` | Whether a patch snippet is available for this file entry. |
|
|
|
|
|
|
|
|
|
|
| 74 |
|
| 75 |
## patches
|
| 76 |
|
| 77 |
+
One patch file with its commit ID and content hash.
|
| 78 |
|
| 79 |
| Field | Type | Meaning |
|
| 80 |
|---|---|---|
|
| 81 |
+
| `patch_id` | `string` | Identity of the original patch file; distinct from its content hash. |
|
| 82 |
+
| `commit_id` | `string` | Dataset key for a repository-scoped commit; use it to join the entity tables. |
|
| 83 |
+
| `patch` | `string` | Original patch decoded as UTF-8, preserving its bytes when re-encoded. |
|
| 84 |
+
| `bytes` | `int64` | Original patch file size in bytes. |
|
| 85 |
+
| `sha256` | `string` | SHA256 of the complete original patch file bytes. |
|
|
|
|
|
|
|
|
|
|
| 86 |
|
| 87 |
+
## Keys and missing values
|
| 88 |
|
| 89 |
+
- Commit identity uses a recorded numeric repository ID where unambiguous; otherwise it remains scoped to the recorded repository name. Commit identity includes the repository and SHA.
|
| 90 |
+
- `repository_observation_id` selects a particular repository observation. Joining on `repo_id` alone can multiply rows.
|
| 91 |
+
- `primary_change_set_id` selects the response used for the commit's change summary. Filter `commit_files.change_set_id` to that value when computing those totals.
|
| 92 |
+
- When several change responses exist, the response with the lexicographically smallest source identity supplies the summary. This gives a stable choice for the summary. All file entries remain available.
|
| 93 |
+
- Unavailable change statistics and primary_change_set_id are null.
|
| 94 |
+
- Patch rows represent available patch files. Empty files have bytes=0 and an empty string; patch completeness is unspecified.
|
| 95 |
+
- `identifications` is a list of structures, each containing `agent` and `channel`. A channel records the account, email or message signal used to identify the commit.
|
| 96 |
+
- Git names and emails are commit attributes; GitHub logins and numeric IDs describe linked accounts.
|
| 97 |
+
- The owner component of a recorded commit repository name can differ from a later repository observation after a rename or transfer. Owner ID and type belong to the linked repository observation.
|
| 98 |
+
- Conflicting nonempty metadata values remain null in the summary and are named in metadata_conflict_fields. Source alternatives are located through indexes/sources and the original files.
|
| 99 |
+
- Dates use UTC ISO 8601 strings. Dates require an explicit source timezone; other values remain null.
|
| 100 |
|
| 101 |
+
## Supporting indexes
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
| 102 |
|
| 103 |
+
`indexes/commits/<SHA prefix>.parquet` contains commit_id, repo_full_name, commit_sha, commit_file and row_group. Recorded repository aliases can point to the same commit.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
| 104 |
|
| 105 |
+
`indexes/patches/<SHA prefix>.parquet` contains commit_id, patch_id, patch_file and row_group. It returns all patch files for a commit.
|
|
|
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|
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|
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|
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|
|
|
|
|
|
| 106 |
|
| 107 |
+
`indexes/sources/<SHA prefix>.parquet` contains commit_id, source_artifact_id, source_record_index and source_kind. A null source_record_index denotes the delta JSON file itself; API indexes identify a zero-based physical JSONL line or a JSON array item.
|
| 108 |
|
| 109 |
+
`indexes/repository_sources.parquet` locates each repository observation by source_artifact_id and source_record_index.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 110 |
|
| 111 |
+
`indexes/artifacts/` locates original files using artifact_id, collection_id, kind, relative_path, bytes, sha256, member_manifest_partition, storage_format, content_file and content_row_group. The collection_id identifies a source-file group.
|
| 112 |
|
| 113 |
+
An artifact ID is SHA256 of UTF-8 `upstream + NUL + original relative path`. Patch IDs retain that file identity. Content hashes are stored separately as sha256.
|
| 114 |
|
| 115 |
+
## Identification channels
|
| 116 |
|
| 117 |
+
Author channels match agent accounts or email addresses. Co-author channels match message text such as co-author trailers. Marker channels match tool names or generated-with text. Channel names retain the labels recorded with each source observation.
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
PROVENANCE.md
CHANGED
|
@@ -1,32 +1,11 @@
|
|
| 1 |
-
#
|
| 2 |
|
| 3 |
-
The data comes from GitHub
|
| 4 |
|
| 5 |
-
|
| 6 |
|
| 7 |
-
|
| 8 |
|
| 9 |
-
|
| 10 |
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
Search exposure and detection rules differ across agents and channels. For comparisons, account for the recorded sampling windows and channels, and use a consistent counting unit. The calendar span describes the sampling period rather than continuous collection of GitHub activity.
|
| 14 |
-
|
| 15 |
-
## Original files
|
| 16 |
-
|
| 17 |
-
`artifacts` records each source file's path, byte count, SHA256 and storage location. It uses two storage formats:
|
| 18 |
-
|
| 19 |
-
- `parquet_utf8`: read the row group named by `content_file` and `content_row_group`, select the row with the same `artifact_id`, and encode `patch` as UTF-8. Check the resulting byte count and SHA256. This also restores zero-byte files. The commit lookup example in README performs these checks.
|
| 20 |
-
- `tar_archive`: open `member_manifest_partition`, select entries with the same `artifact_id`, and download the listed archives. Files ending in `.tar.zst` need Zstandard decompression; `.tar` files are uncompressed archives. Extract the named members and concatenate fragments in byte-offset order. Check the complete file against `artifacts.bytes` and `artifacts.sha256`.
|
| 21 |
-
|
| 22 |
-
These recover the source file contents; archive timestamps and ownership are packaging metadata. Use the table dates and query windows for time-based analysis. When writing a recovered file, treat `relative_path` as relative to your chosen output folder and reject paths that escape it.
|
| 23 |
-
|
| 24 |
-
The JSON, JSONL and CSV originals retain fields beyond the table projections. For example, the three file-content URLs are available in the original delta JSON: find it through `commit_files.source_artifact_id`, then select `file_index` in its files array. `manifests/archives.jsonl` lists archive objects and `manifests/SHA256SUMS` lists dataset file checksums, excluding itself and the platform-managed `.gitattributes`.
|
| 25 |
-
|
| 26 |
-
One sampling CSV record contains 223 consecutive NUL bytes. The original file and `fields_json` retain them; `contains_nul` identifies that record. Direct sampling columns use the original field names. Empty fields become null; tier values are copied only where recorded, without assigning a sampling tier to other rows.
|
| 27 |
-
|
| 28 |
-
## Empty patch text
|
| 29 |
-
|
| 30 |
-
The patch table preserves 139,721 empty source files (8.4672%) and 1,510,418 nonempty files; no patch text is null in this version. Empty text is a saved zero-byte file, not evidence of transfer loss, no code changes or no dependencies. Keep those commits in the relevant denominator. A nonempty patch can still be incomplete.
|
| 31 |
-
|
| 32 |
-
For a task that needs patch text, select `bytes > 0`. This filters text availability only; it is not a rule for excluding commits from an analysis. `artifact_id`, `bytes` and `sha256` retain the identity and checksum of empty files.
|
|
|
|
| 1 |
+
# Sources and file access
|
| 2 |
|
| 3 |
+
The data comes from GitHub search and repository API responses, commit change responses and patch files. The four tables expose commit messages, identities, repository observations and code changes directly.
|
| 4 |
|
| 5 |
+
Repository-scoped commit identities use numeric repository IDs when unambiguous. Recorded names remain visible. Source observations with the same identity contribute paired agent/channel labels and available metadata. Disagreeing nonempty metadata values remain null and are named in metadata_conflict_fields.
|
| 6 |
|
| 7 |
+
Commit and repository source references are under indexes/. To inspect an original response, locate its source_artifact_id in indexes/artifacts/. The member_manifest_partition identifies the compressed JSONL member inventory, which gives archive paths, member names and fragment offsets. Concatenate fragments in offset order and verify the original byte count and SHA256. Original record indexes locate the JSONL line or API array item within the recovered file.
|
| 8 |
|
| 9 |
+
Patch text is stored in data/patches/. Encoding patch as UTF-8 reproduces the bytes; bytes and sha256 verify that content. Patch IDs refer to original files, so distinct files remain separate even when their content hashes match.
|
| 10 |
|
| 11 |
+
SHA256SUMS lists delivery-file hashes. manifests/archives.jsonl describes the retained original archives; manifests/release.json records the table sizes and source-file inventory. These files support download verification and source inspection.
|
|
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|
|
|
README.md
CHANGED
|
@@ -10,10 +10,10 @@ configs:
|
|
| 10 |
data_files:
|
| 11 |
- split: all
|
| 12 |
path: data/commits/*.parquet
|
| 13 |
-
- config_name:
|
| 14 |
data_files:
|
| 15 |
- split: all
|
| 16 |
-
path: data/
|
| 17 |
- config_name: commit_files
|
| 18 |
data_files:
|
| 19 |
- split: all
|
|
@@ -22,187 +22,137 @@ configs:
|
|
| 22 |
data_files:
|
| 23 |
- split: all
|
| 24 |
path: data/patches/*.parquet
|
| 25 |
-
- config_name: repositories
|
| 26 |
-
data_files:
|
| 27 |
-
- split: all
|
| 28 |
-
path: data/repositories/*.parquet
|
| 29 |
-
- config_name: artifacts
|
| 30 |
-
data_files:
|
| 31 |
-
- split: all
|
| 32 |
-
path: data/artifacts/*.parquet
|
| 33 |
-
- config_name: sampling
|
| 34 |
-
data_files:
|
| 35 |
-
- split: all
|
| 36 |
-
path: data/sampling/*.parquet
|
| 37 |
---
|
| 38 |
# AI Coding-Agent Commits on GitHub
|
|
|
|
| 39 |
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
## Collection and size
|
| 43 |
|
| 44 |
-
|
| 45 |
|
| 46 |
-
|
|
|
|
|
|
|
| 47 |
|
| 48 |
-
|
| 49 |
-
|---|---:|
|
| 50 |
-
| Commits (unique SHA) | 1,650,139 |
|
| 51 |
-
| Repositories represented in `commits` | 414,783 |
|
| 52 |
-
| Discovery records | 2,374,534 |
|
| 53 |
-
| Repository metadata records | 441,371 |
|
| 54 |
|
| 55 |
-
|
| 56 |
|
| 57 |
-
Start with
|
| 58 |
|
| 59 |
-
##
|
| 60 |
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
├── CHANGELOG.md Data-format changes
|
| 68 |
-
├── data/
|
| 69 |
-
│ ├── commits/ Messages, identities, dates and change summaries
|
| 70 |
-
│ ├── discovery/ Original collection observations and context
|
| 71 |
-
│ ├── commit_files/ Changed paths and file-level statistics
|
| 72 |
-
│ ├── patches/ Directly readable patch text
|
| 73 |
-
│ ├── repositories/ Repository metadata
|
| 74 |
-
│ ├── artifacts/ Original-file identity and storage pointers
|
| 75 |
-
│ └── sampling/ Sampling definitions and query segments
|
| 76 |
-
├── indexes/commits/ Commit and patch locations, grouped by SHA prefix
|
| 77 |
-
├── raw/
|
| 78 |
-
│ ├── commit-json/ Saved delta JSON archives
|
| 79 |
-
│ ├── discovery/ Original discovery JSON/JSONL archives
|
| 80 |
-
│ ├── repository-metadata/ Original repository JSONL archive parts
|
| 81 |
-
│ └── sampling/ Original sampling CSV archives
|
| 82 |
-
└── manifests/
|
| 83 |
-
├── release.json Schema, counts and source identity
|
| 84 |
-
├── archives.jsonl Archive sizes and checksums
|
| 85 |
-
├── members-*.jsonl.gz Source files, archive members and offsets
|
| 86 |
-
└── SHA256SUMS Checksums of dataset files
|
| 87 |
-
```
|
| 88 |
|
| 89 |
-
|
| 90 |
|
| 91 |
## Tables
|
| 92 |
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
| Table / files | Rows | Size / files | Contents |
|
| 96 |
|---|---:|---:|---|
|
| 97 |
-
| [commits](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/commits) | 1,
|
| 98 |
-
| [
|
| 99 |
-
| [commit_files](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/commit_files) | 17,826,229 |
|
| 100 |
-
| [patches](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/patches) | 1,650,139 | 14,
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
| [sampling](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/sampling) | 27,968 | 0.8 MiB / 1 file | One sampling record, with query, window and result fields. |
|
| 104 |
|
| 105 |
-
|
| 106 |
|
| 107 |
-
##
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 108 |
|
| 109 |
-
|
| 110 |
|
| 111 |
```python
|
| 112 |
from itertools import islice
|
| 113 |
from datasets import load_dataset
|
|
|
|
| 114 |
|
| 115 |
REPO = "ASSERT-KTH/agent-commits-raw"
|
| 116 |
-
REVISION =
|
| 117 |
-
|
| 118 |
commits = load_dataset(
|
| 119 |
REPO, "commits", split="all", revision=REVISION,
|
| 120 |
-
streaming=True,
|
| 121 |
-
columns=["
|
|
|
|
| 122 |
)
|
| 123 |
-
for
|
| 124 |
-
print(
|
| 125 |
```
|
| 126 |
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
| Repository | Commit SHA (short) | Agent labels |
|
| 130 |
-
|---|---|---|
|
| 131 |
-
| zzstoatzz/leaflet-search | `71cecc5fe66c` | claude |
|
| 132 |
-
| zzstoatzz/leaflet-search | `9af6ef294580` | claude |
|
| 133 |
-
| zml/zml | `bfb792342b42` | copilot |
|
| 134 |
-
|
| 135 |
-
Only the selected columns are returned. For repository metadata, use the `repositories` configuration; neither metadata table requires patch archives.
|
| 136 |
|
| 137 |
-
##
|
| 138 |
|
| 139 |
-
|
| 140 |
-
|
| 141 |
-
`observed_agents` and `observed_channels` list the labels attached to a commit. To see the agent, channel and search query for each observation, use `discovery`. Field definitions and channel queries are listed in [DATA_DICTIONARY.md](DATA_DICTIONARY.md).
|
| 142 |
-
|
| 143 |
-
## Find a commit and read its patch
|
| 144 |
-
|
| 145 |
-
Set the repository name and full SHA below. The first two SHA characters select one small index file, which points to the commit and patch Parquet files and their row groups. The complete index is 123.0 MiB across 256 files. This example downloads one index file and the two data files it identifies; it reads only the indexed row groups. For metadata only, stop after reading `commit`.
|
| 146 |
-
|
| 147 |
-
All downloads use the same revision, resolved once at the start. Save `REVISION` with your analysis to reuse that snapshot.
|
| 148 |
|
| 149 |
```python
|
| 150 |
import hashlib
|
| 151 |
-
import re
|
| 152 |
import pyarrow.parquet as pq
|
| 153 |
from huggingface_hub import HfApi, hf_hub_download
|
| 154 |
|
| 155 |
REPO = "ASSERT-KTH/agent-commits-raw"
|
| 156 |
-
REVISION = HfApi().dataset_info(REPO
|
| 157 |
target_repo = "Tkute0401/Urban-Realty"
|
| 158 |
target_sha = "8b0c1a43d2e80ad40929d4e949b7d49f6648cfa2"
|
| 159 |
-
|
| 160 |
-
|
| 161 |
-
|
| 162 |
-
|
| 163 |
-
|
| 164 |
-
|
| 165 |
-
|
| 166 |
-
|
| 167 |
-
locations = pq.read_table(index_path, filters=[
|
| 168 |
-
("commit_sha", "=", target_sha),
|
| 169 |
-
("repo_full_name", "=", target_repo.casefold()),
|
| 170 |
-
]).to_pylist()
|
| 171 |
if len(locations) != 1:
|
| 172 |
-
raise ValueError("
|
| 173 |
location = locations[0]
|
| 174 |
-
|
| 175 |
-
|
| 176 |
-
|
| 177 |
-
rows = table.read_row_group(location[group_key]).to_pylist()
|
| 178 |
-
matches = [row for row in rows if predicate(row)]
|
| 179 |
-
if len(matches) != 1:
|
| 180 |
-
raise ValueError("The indexed row could not be found uniquely")
|
| 181 |
-
return matches[0]
|
| 182 |
-
|
| 183 |
-
commit = read_one("commit_file", "commit_row_group", lambda r:
|
| 184 |
-
r["commit_sha"] == target_sha and
|
| 185 |
-
r["repo_full_name"].casefold() == target_repo.casefold())
|
| 186 |
-
patch = read_one("patch_file", "patch_row_group", lambda r:
|
| 187 |
-
r["artifact_id"] == location["patch_artifact_id"])
|
| 188 |
-
payload = patch["patch"].encode("utf-8")
|
| 189 |
-
assert len(payload) == patch["bytes"]
|
| 190 |
-
assert hashlib.sha256(payload).hexdigest() == patch["sha256"]
|
| 191 |
print(commit["message"])
|
| 192 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 193 |
```
|
| 194 |
|
| 195 |
-
|
| 196 |
|
| 197 |
-
|
|
|
|
|
|
|
|
|
|
| 198 |
|
| 199 |
-
-
|
| 200 |
-
- `commit_files.observation_id` joins to `commits.observation_id`; `patches.artifact_id` joins to the patch artifact.
|
| 201 |
-
- `commits.repository_observation_id` joins to `repositories.repository_observation_id` when the repository observation is unambiguous.
|
| 202 |
-
- Use repository name plus commit SHA to retrieve all corresponding `discovery` observations. Original record positions and artifact IDs identify each source.
|
| 203 |
-
- `author_date` and `committer_date` retain source timezone strings. Their `_utc` columns are ISO 8601 UTC representations. Invalid, absent or timezone-free values do not receive invented timestamps.
|
| 204 |
-
- If repeated source records agree, their available values are used in `commits`. If they disagree on a field, that field is left empty and listed in `metadata_conflict_fields`. Read the matching `discovery` records to see the alternatives. An empty label list means no label was available.
|
| 205 |
|
| 206 |
## Citation
|
| 207 |
|
| 208 |
-
|
|
|
|
| 10 |
data_files:
|
| 11 |
- split: all
|
| 12 |
path: data/commits/*.parquet
|
| 13 |
+
- config_name: repositories
|
| 14 |
data_files:
|
| 15 |
- split: all
|
| 16 |
+
path: data/repositories/*.parquet
|
| 17 |
- config_name: commit_files
|
| 18 |
data_files:
|
| 19 |
- split: all
|
|
|
|
| 22 |
data_files:
|
| 23 |
- split: all
|
| 24 |
path: data/patches/*.parquet
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
---
|
| 26 |
# AI Coding-Agent Commits on GitHub
|
| 27 |
+
This dataset contains 1,853,915 commit records across 444,055 repositories, associated with Claude, OpenAI Codex, GitHub Copilot and Cursor. Messages and author identities are in commits; repository metadata, file changes and patch text are in separate tables.
|
| 28 |
|
| 29 |
+
GitHub searches targeted daily windows between June 2025 and May 2026. Identification used agent accounts, email addresses, co-author trailers and tool names in commit messages. The matched collection used ten-minute daily windows; the expanded collection used four-hour daily windows for Codex, Copilot and Cursor. Counts describe this corpus and reflect each agent's search exposure.
|
|
|
|
|
|
|
| 30 |
|
| 31 |
+
For example, this query illustrates a four-hour search window:
|
| 32 |
|
| 33 |
+
```text
|
| 34 |
+
author-email:codex@openai.com author-date:2026-01-15T00:00:00Z..2026-01-15T04:00:00Z
|
| 35 |
+
```
|
| 36 |
|
| 37 |
+
It finds commits whose Git author email is `codex@openai.com` and whose author timestamp falls between 00:00 and 04:00 UTC on January 15, 2026. The four hours describe the date range covered by the search. Other channels search agent accounts or message text, such as co-author trailers.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
|
| 39 |
+
Search results provide the repository, commit SHA, message and URL. The repository and SHA are then used to retrieve commit details and patch text from the GitHub API. Results from different searches are merged by repository identity and SHA, retaining each agent/channel pair in `identifications`. See GitHub's [commit search syntax](https://docs.github.com/en/search-github/searching-on-github/searching-commits).
|
| 40 |
|
| 41 |
+
Start with **commits** for messages, identities and agent labels. Load repository details, file changes and patch text as needed.
|
| 42 |
|
| 43 |
+
## Agents
|
| 44 |
|
| 45 |
+
| Agent | Count |
|
| 46 |
+
|---|---:|
|
| 47 |
+
| Claude | 401,025 |
|
| 48 |
+
| OpenAI Codex | 45,020 |
|
| 49 |
+
| GitHub Copilot | 980,957 |
|
| 50 |
+
| Cursor | 425,955 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 51 |
|
| 52 |
+
Each commit counts once per agent, regardless of identification channel. The 385 commits with multiple agent labels count in each relevant row.
|
| 53 |
|
| 54 |
## Tables
|
| 55 |
|
| 56 |
+
| Table | Count | Size | Contents |
|
|
|
|
|
|
|
| 57 |
|---|---:|---:|---|
|
| 58 |
+
| [commits](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/commits) | 1,853,915 | 782.3 MiB | One commit within a repository. |
|
| 59 |
+
| [repositories](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/repositories) | 441,371 | 21.7 MiB | One repository metadata observation. |
|
| 60 |
+
| [commit_files](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/commit_files) | 17,826,229 | 855.2 MiB | One changed file in a commit response. |
|
| 61 |
+
| [patches](https://huggingface.co/datasets/ASSERT-KTH/agent-commits-raw/tree/main/data/patches) | 1,650,139 | 14,065.9 MiB | One patch file with its commit ID and content hash. |
|
| 62 |
+
|
| 63 |
+
Repository totals count distinct IDs, or names where IDs are unavailable. The repositories table contains metadata observations; a repository may appear more than once.
|
|
|
|
| 64 |
|
| 65 |
+
Each table consists of independently readable Parquet files. Select the tables and columns needed for your analysis. The configuration name is the table name, and the split is `all`.
|
| 66 |
|
| 67 |
+
## Files
|
| 68 |
+
|
| 69 |
+
```text
|
| 70 |
+
data/
|
| 71 |
+
commits/ Messages, identities and paired agent/channel labels
|
| 72 |
+
repositories/ Recorded repository metadata
|
| 73 |
+
commit_files/ Changed paths, change types and line counts
|
| 74 |
+
patches/ Patch text and content hashes
|
| 75 |
+
raw/ Original API content
|
| 76 |
+
indexes/ Record locations and source-file references
|
| 77 |
+
manifests/ File inventories and checksums
|
| 78 |
+
README.md
|
| 79 |
+
DATA_DICTIONARY.md
|
| 80 |
+
PROVENANCE.md
|
| 81 |
+
LICENSES.md
|
| 82 |
+
SHA256SUMS
|
| 83 |
+
```
|
| 84 |
|
| 85 |
+
## Read commit metadata
|
| 86 |
|
| 87 |
```python
|
| 88 |
from itertools import islice
|
| 89 |
from datasets import load_dataset
|
| 90 |
+
from huggingface_hub import HfApi
|
| 91 |
|
| 92 |
REPO = "ASSERT-KTH/agent-commits-raw"
|
| 93 |
+
REVISION = HfApi().dataset_info(REPO).sha
|
|
|
|
| 94 |
commits = load_dataset(
|
| 95 |
REPO, "commits", split="all", revision=REVISION,
|
| 96 |
+
streaming=True,
|
| 97 |
+
columns=["commit_id", "repo_full_name", "commit_sha",
|
| 98 |
+
"commit_url", "message", "identifications"],
|
| 99 |
)
|
| 100 |
+
for commit in islice(commits, 3):
|
| 101 |
+
print(commit)
|
| 102 |
```
|
| 103 |
|
| 104 |
+
Save REVISION with your analysis. `identifications` keeps each agent and channel together. `message` includes the full text and co-author trailers.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
|
| 106 |
+
## Find a commit and its patches
|
| 107 |
|
| 108 |
+
Set a recorded repository name and the full commit SHA. The small SHA-prefix index locates the metadata file and row group. Read the commit metadata first, then load its patches as needed.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
|
| 110 |
```python
|
| 111 |
import hashlib
|
|
|
|
| 112 |
import pyarrow.parquet as pq
|
| 113 |
from huggingface_hub import HfApi, hf_hub_download
|
| 114 |
|
| 115 |
REPO = "ASSERT-KTH/agent-commits-raw"
|
| 116 |
+
REVISION = HfApi().dataset_info(REPO).sha
|
| 117 |
target_repo = "Tkute0401/Urban-Realty"
|
| 118 |
target_sha = "8b0c1a43d2e80ad40929d4e949b7d49f6648cfa2"
|
| 119 |
+
|
| 120 |
+
def local(path):
|
| 121 |
+
return hf_hub_download(REPO, path, repo_type="dataset", revision=REVISION)
|
| 122 |
+
|
| 123 |
+
prefix = target_sha[:2]
|
| 124 |
+
locations = pq.read_table(local(f"indexes/commits/{prefix}.parquet"),
|
| 125 |
+
filters=[("commit_sha", "=", target_sha),
|
| 126 |
+
("repo_full_name", "=", target_repo.casefold())]).to_pylist()
|
|
|
|
|
|
|
|
|
|
|
|
|
| 127 |
if len(locations) != 1:
|
| 128 |
+
raise ValueError("Select a unique repository identity from the matching records")
|
| 129 |
location = locations[0]
|
| 130 |
+
rows = pq.ParquetFile(local(location["commit_file"])).read_row_group(
|
| 131 |
+
location["row_group"]).to_pylist()
|
| 132 |
+
commit = next(r for r in rows if r["commit_id"] == location["commit_id"])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 133 |
print(commit["message"])
|
| 134 |
+
|
| 135 |
+
patches = pq.read_table(local(f"indexes/patches/{prefix}.parquet"),
|
| 136 |
+
filters=[("commit_id", "=", commit["commit_id"])]).to_pylist()
|
| 137 |
+
for item in patches:
|
| 138 |
+
rows = pq.ParquetFile(local(item["patch_file"])).read_row_group(
|
| 139 |
+
item["row_group"]).to_pylist()
|
| 140 |
+
patch = next(r for r in rows if r["patch_id"] == item["patch_id"])
|
| 141 |
+
payload = patch["patch"].encode("utf-8")
|
| 142 |
+
assert len(payload) == patch["bytes"]
|
| 143 |
+
assert hashlib.sha256(payload).hexdigest() == patch["sha256"]
|
| 144 |
+
print(patch["patch"][:500])
|
| 145 |
```
|
| 146 |
|
| 147 |
+
## Join the tables
|
| 148 |
|
| 149 |
+
- `commits.repository_observation_id` joins to the same field in `repositories`, where owner type, owner ID, language, stars, forks and license are available.
|
| 150 |
+
- `commit_files.commit_id` and `patches.commit_id` join to `commits.commit_id`.
|
| 151 |
+
- For the file entries behind a commit's summary, filter `commit_files.change_set_id` to `commits.primary_change_set_id`.
|
| 152 |
+
- Git author/committer names and emails belong to the commit. GitHub account fields describe linked accounts.
|
| 153 |
|
| 154 |
+
Field definitions are in [DATA_DICTIONARY.md](DATA_DICTIONARY.md), source-file access in [PROVENANCE.md](PROVENANCE.md), and source rights in [LICENSES.md](LICENSES.md).
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| 155 |
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| 156 |
## Citation
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| 157 |
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| 158 |
+
Cite the dataset URL together with the fixed revision used in your analysis.
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