Refresh transformers dataset snapshot 20260418T230535Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260418T220535Z`
+- latest snapshot: `20260418T230535Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bdd7e3783a60fdd80932f19a0ccbab42bbb3cced26a1f495fa9a96107b4ba8b8
-size 1814122
+oid sha256:f7fec7619c30effda657652b882730bcac5070a28228d4245d963392a9a9fb57
+size 1814365

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1ea12e16517b7412391c887c57badd5a62de6a53d5c254e8b5394f8d7fc6574c
-size 590351
+oid sha256:c0402b8eec1234b1f313669d1114b4e5803ad3c34785f184cad4f86892fd9d5f
+size 590423

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a2a416dd445236d745185ff0c7603082809c9ed84539df22e571517d8d4946dc
-size 31699
+oid sha256:a3832995b53b8aef4cbceeadb1747d89d0e47ca66971735108238ab3660a2b2e
+size 31717

manifest.json

@@ -5,7 +5,7 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 8368,
+    "comments": 8370,
     "issues": 621,
     "links": 2555,
     "new_contributors": 361,
@@ -14,26 +14,26 @@
     "pull_requests": 1867,
     "review_comments": 12025,
     "reviews": 6906,
-    "timeline_events": 37609
+    "timeline_events": 37611
   },
-  "crawl_started_at": "2026-04-18T22:05:35Z",
+  "crawl_started_at": "2026-04-18T23:05:35Z",
   "delta_counts": {
-    "comments": 0,
+    "comments": 2,
     "issue_stubs": 1,
     "issues": 0,
-    "links": 449,
+    "links": 3,
     "pr_diffs": 1,
-    "pr_files": 1,
+    "pr_files": 4,
     "pull_requests": 1,
     "review_comments": 0,
     "reviews": 0,
-    "timeline_events": 1
+    "timeline_events": 21
   },
-  "extracted_at": "2026-04-18T22:05:35Z",
+  "extracted_at": "2026-04-18T23:05:35Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260418T220535Z",
+  "snapshot_id": "20260418T230535Z",
   "watermark": {
-    "effective_since": "2026-04-18T21:05:34Z",
-    "next_since": "2026-04-18T22:05:35Z"
+    "effective_since": "2026-04-18T22:05:35Z",
+    "next_since": "2026-04-18T23:05:35Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260418T220535Z",
-  "generated_at": "2026-04-18T22:05:54Z",
+  "snapshot_id": "20260418T230535Z",
+  "generated_at": "2026-04-18T23:05:49Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 361,
-    "first_seen_in_snapshot": 1,
+    "first_seen_in_snapshot": 0,
     "known_via_prior_merged_pr": 150,
-    "previous_primary_author_count": 954,
-    "selected_seen_in_previous_primary": 360,
-    "previous_report_contributor_count": 363,
-    "selected_overlap_previous_report": 360,
-    "selected_overlap_previous_report_rate": 0.9972,
-    "reused_previous_report_entries": 357,
+    "previous_primary_author_count": 955,
+    "selected_seen_in_previous_primary": 361,
+    "previous_report_contributor_count": 361,
+    "selected_overlap_previous_report": 361,
+    "selected_overlap_previous_report_rate": 1.0,
+    "reused_previous_report_entries": 358,
     "reused_known_merged_contributors": 149,
-    "live_fetches": 4,
+    "live_fetches": 3,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 5.198,
-    "enrichment_avg_seconds_per_author": 0.014,
+    "enrichment_elapsed_seconds": 0.4,
+    "enrichment_avg_seconds_per_author": 0.001,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -15851,12 +15851,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 30,
       "young_account": true,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260418T220535Z`
-- Generated: `2026-04-18T22:05:54Z`
+- Snapshot: `20260418T230535Z`
+- Generated: `2026-04-18T23:05:49Z`
 - Activity window: `60d`
 - Contributors: `361`
 
@@ -223,7 +223,7 @@
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
-| `avasis-ai` | [profile](https://github.com/avasis-ai) | yes | FIRST_TIME_CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
+| `avasis-ai` | [profile](https://github.com/avasis-ai) | no | FIRST_TIME_CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
 | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
 | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
@@ -5217,7 +5217,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aavasis-ai)
 - repo first seen: `2026-04-18T21:48:22Z`
 - repo last seen: `2026-04-18T21:48:22Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a6a0c142ab2719e09ef9a2c70722dd996659f2b7b69ce17013e6ea98ac6747c9
-size 64340
+oid sha256:7237e6416a06faa946d3e001348b00321995bee80a392f031a6034ce2aec47d9
+size 64194

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ab9fa6c3fbca993df710493fc1786251fbbc468828715758ff03b6834a430ead
-size 1203172
+oid sha256:336e48115e98cf8b0284e67a511007a087ae601cb0267d80b0e8eb962ddd8b10
+size 1203386

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b8efaee038b42153f82e0cd4873521e510648792733b3da1f79f107ae8a4c44a
-size 21752636
+oid sha256:f3ce8bfd4d1b37465ca277e69aee1034088bdde76c5a461d65a381321838a6a8
+size 21752642

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9559c041944a0fb6feff10dc9c146c43af25e84e1c538e33efef99467c1c04ba
-size 37599391
+oid sha256:f67f8deb5ff73ab2786fb6a217a12d398df852180190ee50792e678ab8c6e7c2
+size 37609771

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3ce54a71f08e9776460511310f3274ab4ecf5bde82c6c4ce64e37e1a6a314401
-size 1497408
+oid sha256:15b8607c5cc95805c005ed13d761b4f77b75bf219551b03bd09e2749a2a8000e
+size 1497427

snapshots/20260418T230535Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 8370,
+    "issues": 621,
+    "links": 2555,
+    "new_contributors": 361,
+    "pr_diffs": 1867,
+    "pr_files": 26204,
+    "pull_requests": 1867,
+    "review_comments": 12025,
+    "reviews": 6906,
+    "timeline_events": 37611
+  },
+  "crawl_started_at": "2026-04-18T23:05:35Z",
+  "delta_counts": {
+    "comments": 2,
+    "issue_stubs": 1,
+    "issues": 0,
+    "links": 3,
+    "pr_diffs": 1,
+    "pr_files": 4,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 21
+  },
+  "extracted_at": "2026-04-18T23:05:35Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260418T230535Z",
+  "watermark": {
+    "effective_since": "2026-04-18T22:05:35Z",
+    "next_since": "2026-04-18T23:05:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260418T220535Z/manifest.json",
-  "latest_snapshot_id": "20260418T220535Z",
+  "archived_manifest_path": "snapshots/20260418T230535Z/manifest.json",
+  "latest_snapshot_id": "20260418T230535Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T22:05:35Z",
+  "next_since": "2026-04-18T23:05:35Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260418T220535Z"
+  "snapshot_dir": "snapshots/20260418T230535Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-18T21:05:34Z",
-  "last_successful_snapshot_id": "20260418T220535Z",
-  "next_since": "2026-04-18T22:05:35Z",
+  "effective_since": "2026-04-18T22:05:35Z",
+  "last_successful_snapshot_id": "20260418T230535Z",
+  "next_since": "2026-04-18T23:05:35Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-04-18T22:05:35Z"
+  "updated_at": "2026-04-18T23:05:35Z"
 }