Refresh transformers dataset snapshot 20260710T060821Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260710T060026Z`
+- latest snapshot: `20260710T060821Z`
 - 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:d19ecf8f20782f1871065974b77c066408637cb3eb730954294c2b286f69f3e8
-size 3613935
+oid sha256:6096d5580d2b648d701fde0b544c81c4af9d3da107baae1dfb43628b4917ce15
+size 3614124

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0f9a52195300a261022041be6111aef1de8aa6a4e227f81d67691d0adec2049c
-size 1052875
+oid sha256:20091acb2dd92f6e125e3dc7869ba88d3d93a100efb3916eb0ac71de3de86cc8
+size 1052939

manifest.json

@@ -1,13 +1,13 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260710T060026Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260710T060821Z/pr-scope-clusters.json",
     "new_contributors_json": "new-contributors-report.json",
     "new_contributors_markdown": "new-contributors-report.md",
     "new_contributors_parquet": "new_contributors.parquet",
     "pr_scope_clusters_json": "pr-scope-clusters.json"
   },
   "counts": {
-    "comments": 17132,
+    "comments": 17134,
     "issues": 978,
     "links": 6288,
     "new_contributors": 369,
@@ -16,26 +16,26 @@
     "pull_requests": 3326,
     "review_comments": 20162,
     "reviews": 11749,
-    "timeline_events": 64891
+    "timeline_events": 64892
   },
-  "crawl_started_at": "2026-07-10T06:00:26Z",
+  "crawl_started_at": "2026-07-10T06:08:21Z",
   "delta_counts": {
-    "comments": 27,
-    "issue_stubs": 18,
-    "issues": 3,
-    "links": 31,
-    "pr_diffs": 15,
-    "pr_files": 78,
-    "pull_requests": 15,
-    "review_comments": 498,
-    "reviews": 206,
-    "timeline_events": 421
+    "comments": 2,
+    "issue_stubs": 1,
+    "issues": 0,
+    "links": 0,
+    "pr_diffs": 1,
+    "pr_files": 14,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 13
   },
-  "extracted_at": "2026-07-10T06:00:26Z",
+  "extracted_at": "2026-07-10T06:08:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260710T060026Z",
+  "snapshot_id": "20260710T060821Z",
   "watermark": {
-    "effective_since": "2026-07-10T00:00:31Z",
-    "next_since": "2026-07-10T06:00:26Z"
+    "effective_since": "2026-07-10T06:00:26Z",
+    "next_since": "2026-07-10T06:08:21Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260710T060026Z",
-  "generated_at": "2026-07-10T06:01:43Z",
+  "snapshot_id": "20260710T060821Z",
+  "generated_at": "2026-07-10T06:08:42Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 369,
-    "first_seen_in_snapshot": 2,
+    "first_seen_in_snapshot": 0,
     "known_via_prior_merged_pr": 160,
-    "previous_primary_author_count": 1542,
-    "selected_seen_in_previous_primary": 367,
-    "previous_report_contributor_count": 368,
-    "selected_overlap_previous_report": 367,
-    "selected_overlap_previous_report_rate": 0.9946,
-    "reused_previous_report_entries": 363,
+    "previous_primary_author_count": 1545,
+    "selected_seen_in_previous_primary": 369,
+    "previous_report_contributor_count": 369,
+    "selected_overlap_previous_report": 369,
+    "selected_overlap_previous_report_rate": 1.0,
+    "reused_previous_report_entries": 365,
     "reused_known_merged_contributors": 156,
-    "live_fetches": 6,
+    "live_fetches": 4,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 16.69,
-    "enrichment_avg_seconds_per_author": 0.045,
+    "enrichment_elapsed_seconds": 0.767,
+    "enrichment_avg_seconds_per_author": 0.002,
     "enrichment_failures": 4
   },
   "contributors": [
@@ -5178,12 +5178,12 @@
       "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": 1347,
       "young_account": false,
       "follow_through_score": "weak",
@@ -16962,12 +16962,12 @@
       "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": 201,
       "young_account": true,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260710T060026Z`
-- Generated: `2026-07-10T06:01:43Z`
+- Snapshot: `20260710T060821Z`
+- Generated: `2026-07-10T06:08:42Z`
 - Activity window: `60d`
 - Contributors: `369`
 
@@ -69,7 +69,7 @@
 | `kamran-nizamani` | [profile](https://github.com/kamran-nizamani) | no | CONTRIBUTOR | 622d | `2026-06-11T21:16:42Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 5 | 0 | strong | moderate | low | high recent PR volume |
 | `SebTardif` | [profile](https://github.com/SebTardif) | no | CONTRIBUTOR | 5216d | `2026-05-19T17:17:53Z` | 5 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | yes | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | no | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `Sriniketh24` | [profile](https://github.com/Sriniketh24) | no | CONTRIBUTOR | 609d | `2026-05-18T14:39:34Z` | 5 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 4 | 0 | strong | low | low | targets high-star repos |
@@ -233,7 +233,7 @@
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | FIRST_TIME_CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | yes | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
+| `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `BB0813` | [profile](https://github.com/BB0813) | no | NONE | 943d | `2026-06-21T13:10:48Z` | 1 | 0 | mixed | high | low | broad repo spread |
@@ -1816,7 +1816,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asridhar-3009)
 - repo first seen: `2026-07-10T04:10:03Z`
 - repo last seen: `2026-07-10T04:33:05Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
@@ -5494,7 +5494,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAUTHENSOR)
 - repo first seen: `2026-07-10T04:12:27Z`
 - repo last seen: `2026-07-10T04:12:27Z`
-- 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 sha256:74b81d27ae98a5d449d89a5e9a66aefb4bec082ecf40553a3820c0c25d58438d
-size 66255
+oid sha256:849f567b9840d977479e69b6f5b6bc9cbacbe3489beeddfc14e7f719d6d1cd93
+size 66073

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260710T060026Z",
-  "generated_at": "2026-07-10T06:01:25Z",
+  "snapshot_id": "20260710T060821Z",
+  "generated_at": "2026-07-10T06:08:41Z",
   "cluster_count": 83,
   "pr_scope_clusters": [
     {

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7c05ae871a0dae1726fd6f243102685a9af1870334903ed601be260c31f56d14
-size 2473813
+oid sha256:4b0815784281e7793953d0ec280373bd7bc0fccabdb8187b0d69896a4908d731
+size 2474048

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4ef145bd564ff9511067ad3ea07616773800ca6baccad28d53179fb99fbe1989
-size 74871864
+oid sha256:dafe88059ec383d044c0f87d5edd3e10c3d55d0de3b26230636c1091c6df3895
+size 74871728

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b0364346642529589fb117b8ec5d70e3ab0c15926047903459c12f9bf1f44ac1
-size 56415082
+oid sha256:db14222bdd4fea1f9821ee038cdf8c296a0afaaa09f28bf3db621da6cf481ca5
+size 56415138

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2fc579361cfd3ba883247b5aa14a4429571b1f853912e309e0c9d1fa25f896c8
-size 2980027
+oid sha256:b0c9efc38a78d23c540ccc79f0fa72b9d96ac2a20506c9cfe1eaa09d00de4ae5
+size 2980022

snapshots/20260710T060821Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260710T060821Z/pr-scope-clusters.json",
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet",
+    "pr_scope_clusters_json": "pr-scope-clusters.json"
+  },
+  "counts": {
+    "comments": 17134,
+    "issues": 978,
+    "links": 6288,
+    "new_contributors": 369,
+    "pr_diffs": 3326,
+    "pr_files": 40070,
+    "pull_requests": 3326,
+    "review_comments": 20162,
+    "reviews": 11749,
+    "timeline_events": 64892
+  },
+  "crawl_started_at": "2026-07-10T06:08:21Z",
+  "delta_counts": {
+    "comments": 2,
+    "issue_stubs": 1,
+    "issues": 0,
+    "links": 0,
+    "pr_diffs": 1,
+    "pr_files": 14,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 13
+  },
+  "extracted_at": "2026-07-10T06:08:21Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260710T060821Z",
+  "watermark": {
+    "effective_since": "2026-07-10T06:00:26Z",
+    "next_since": "2026-07-10T06:08:21Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260710T060026Z/manifest.json",
-  "latest_snapshot_id": "20260710T060026Z",
+  "archived_manifest_path": "snapshots/20260710T060821Z/manifest.json",
+  "latest_snapshot_id": "20260710T060821Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-10T06:00:26Z",
+  "next_since": "2026-07-10T06:08:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260710T060026Z"
+  "snapshot_dir": "snapshots/20260710T060821Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-10T00:00:31Z",
-  "last_successful_snapshot_id": "20260710T060026Z",
-  "next_since": "2026-07-10T06:00:26Z",
+  "effective_since": "2026-07-10T06:00:26Z",
+  "last_successful_snapshot_id": "20260710T060821Z",
+  "next_since": "2026-07-10T06:08:21Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-07-10T06:00:26Z"
+  "updated_at": "2026-07-10T06:08:21Z"
 }