Publish analysis hybrid-model-20260708t180046z for snapshot 20260708T180046Z

analysis/current/analysis-report-hybrid.json

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           "file_overlap": 0.0,
           "area_overlap": 0.0,
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           "shared_filenames": [],
           "shared_file_areas": []
         }
@@ -1336,15 +2296,14 @@
       ]
     },
     {
-      "cluster_id": "cluster-46894-5",
-      "summary": "Cluster of 2 issues and 3 PRs centered on issue #46894.",
+      "cluster_id": "cluster-46894-4",
+      "summary": "Cluster of 1 issues and 3 PRs centered on issue #46894.",
       "status": "open",
       "confidence": 0.8,
       "canonical_issue_number": 46894,
       "canonical_pr_number": 46895,
       "issue_numbers": [
-        46894,
-        46897
+        46894
       ],
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         46895,
@@ -1575,62 +2534,58 @@
       ]
     },
     {
-      "cluster_id": "cluster-44779-5",
-      "summary": "Cluster of 3 issues and 2 PRs centered on issue #45488.",
+      "cluster_id": "cluster-45081-4",
+      "summary": "Cluster of 2 issues and 2 PRs centered on issue #45081.",
       "status": "open",
-      "confidence": 0.6,
-      "canonical_issue_number": 45488,
-      "canonical_pr_number": 47017,
+      "confidence": 0.8,
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+      "canonical_pr_number": 45317,
       "issue_numbers": [
-        44779,
-        45488,
-        46489
+        45081,
+        45356
       ],
       "pr_numbers": [
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-        47017
+        45086,
+        45317
       ],
       "evidence_types": [
         "closing_reference",
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         "soft_similarity"
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       "pr_comparisons": [
         {
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-          "right_pr_number": 47017,
-          "code_similarity": 0.241,
-          "size_similarity": 0.352,
+          "left_pr_number": 45086,
+          "right_pr_number": 45317,
+          "code_similarity": 0.589,
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           "patch_similarity": 0.136,
           "shared_filenames": [
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+            "src/transformers/tokenization_utils_tokenizers.py"
           ],
           "shared_file_areas": [
             {
-              "filename": "src/transformers/models/auto/tokenization_auto.py",
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@@ -2257,65 +3212,6 @@
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       "summary": "Cluster of 1 issues and 2 PRs centered on issue #46305.",
@@ -2719,21 +3615,12 @@
   ],
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-      "duplicate_issue_numbers": [
-        44779,
-        46489
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-      "reason": "Issues in cluster-44779-5 are treated as duplicates because they share closing_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-46894-5",
-      "canonical_issue_number": 46894,
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       "duplicate_issue_numbers": [
-        46897
+        45356
       ],
-      "reason": "Issues in cluster-46894-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "Issues in cluster-45081-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
     }
   ],
   "duplicate_prs": [
@@ -2756,17 +3643,20 @@
       "reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
     },
     {
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+        46836,
+        47003,
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         47166
       ],
       "target_issue_number": null,
-      "reason": "PRs in cluster-43451-6 are treated as duplicates because they share soft_similarity evidence."
+      "reason": "PRs in cluster-43451-9 are treated as duplicates because they share soft_similarity evidence."
     },
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       "cluster_id": "cluster-43698-3",
@@ -2804,22 +3694,13 @@
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-    },
-    {
-      "cluster_id": "cluster-45081-3",
+      "cluster_id": "cluster-45081-4",
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       "duplicate_pr_numbers": [
         45086
       ],
       "target_issue_number": 45081,
-      "reason": "PRs in cluster-45081-3 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "PRs in cluster-45081-4 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
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@@ -2876,21 +3757,21 @@
       "reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
     },
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       ],
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-      "reason": "PRs in cluster-46894-5 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "PRs in cluster-46894-4 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
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-    "reason": "Issue #45488 is the strongest global issue candidate because it is open, belongs to a cluster with 5 artifacts, and carries 16 discussion comments plus 4 inbound references.",
-    "score": 186.0
+    "cluster_id": "cluster-46894-4",
+    "issue_number": 46894,
+    "reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 4 artifacts, and carries 1 discussion comments plus 9 inbound references.",
+    "score": 151.0
   },
   "best_pr": {
     "cluster_id": "cluster-43979-11",

analysis/current/manifest.json

@@ -1,8 +1,8 @@
 {
-  "analysis_id": "hybrid-model-20260708t120111z",
+  "analysis_id": "hybrid-model-20260708t180046z",
   "archived_artifacts": {
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-    "hybrid_reviews": "snapshots/20260708T120111Z/analysis-runs/hybrid-model-20260708t120111z/analysis-report-hybrid.llm-reviews.json"
+    "hybrid": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.llm-reviews.json"
   },
   "artifacts": {
     "hybrid": "analysis/current/analysis-report-hybrid.json",
@@ -10,9 +10,9 @@
   },
   "channel": "canonical",
   "model": null,
-  "published_at": "2026-07-08T12:14:09Z",
+  "published_at": "2026-07-08T18:12:45Z",
   "repo": "huggingface/transformers",
   "schema_version": 1,
-  "snapshot_id": "20260708T120111Z",
+  "snapshot_id": "20260708T180046Z",
   "variant": "hybrid"
 }

snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.json

@@ -0,0 +1,3782 @@
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+            }
+          ]
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+      ]
+    }
+  ],
+  "duplicate_issues": [
+    {
+      "cluster_id": "cluster-45081-4",
+      "canonical_issue_number": 45081,
+      "duplicate_issue_numbers": [
+        45356
+      ],
+      "reason": "Issues in cluster-45081-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+    }
+  ],
+  "duplicate_prs": [
+    {
+      "cluster_id": "cluster-41211-3",
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+      "duplicate_pr_numbers": [
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+      "target_issue_number": 41211,
+      "reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference evidence."
+    },
+    {
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+      "canonical_pr_number": 43251,
+      "duplicate_pr_numbers": [
+        43254
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+      "target_issue_number": 43240,
+      "reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
+    },
+    {
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+      "target_issue_number": null,
+      "reason": "PRs in cluster-43451-9 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
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+      "canonical_pr_number": 43779,
+      "duplicate_pr_numbers": [
+        43816
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+      "target_issue_number": 43698,
+      "reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
+    },
+    {
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+      "reason": "PRs in cluster-43979-11 are treated as duplicates because they converge on issue #43979 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
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+      "target_issue_number": null,
+      "reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
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+      "duplicate_pr_numbers": [
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+      "reason": "PRs in cluster-45081-4 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
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+      "canonical_pr_number": 45645,
+      "duplicate_pr_numbers": [
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+      "target_issue_number": 45561,
+      "reason": "PRs in cluster-45561-3 are treated as duplicates because they converge on issue #45561 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
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+      "reason": "PRs in cluster-45647-3 are treated as duplicates because they converge on issue #45647 with closing_reference, shared_issue_target evidence."
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+      "reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
+    },
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+      "reason": "PRs in cluster-46305-3 are treated as duplicates because they converge on issue #46305 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
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+      "reason": "PRs in cluster-46693-3 are treated as duplicates because they converge on issue #46693 with closing_reference evidence."
+    },
+    {
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+      "canonical_pr_number": 46886,
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+      "reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
+    },
+    {
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+      "target_issue_number": 46894,
+      "reason": "PRs in cluster-46894-4 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
+    }
+  ],
+  "best_issue": {
+    "cluster_id": "cluster-46894-4",
+    "issue_number": 46894,
+    "reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 4 artifacts, and carries 1 discussion comments plus 9 inbound references.",
+    "score": 151.0
+  },
+  "best_pr": {
+    "cluster_id": "cluster-43979-11",
+    "pr_number": 44007,
+    "reason": "PR #44007 is the strongest global PR candidate because it is open, belongs to a cluster with 11 artifacts, links to 1 issues, and carries 2 review/discussion events.",
+    "score": 238.886
+  }
+}

snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/manifest.json

@@ -0,0 +1,14 @@
+{
+  "analysis_id": "hybrid-model-20260708t180046z",
+  "artifacts": {
+    "hybrid": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.llm-reviews.json"
+  },
+  "channel": "canonical",
+  "model": null,
+  "published_at": "2026-07-08T18:12:45Z",
+  "repo": "huggingface/transformers",
+  "schema_version": 1,
+  "snapshot_id": "20260708T180046Z",
+  "variant": "hybrid"
+}

snapshots/20260708T180046Z/manifest.json

@@ -32,6 +32,24 @@
     "timeline_events": 766
   },
   "extracted_at": "2026-07-08T18:00:46Z",
+  "published_analysis": {
+    "canonical_analysis_id": "hybrid-model-20260708t180046z",
+    "runs": {
+      "hybrid-model-20260708t180046z": {
+        "analysis_id": "hybrid-model-20260708t180046z",
+        "artifacts": {
+          "hybrid": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.json",
+          "hybrid_reviews": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/analysis-report-hybrid.llm-reviews.json"
+        },
+        "channel": "canonical",
+        "manifest_path": "snapshots/20260708T180046Z/analysis-runs/hybrid-model-20260708t180046z/manifest.json",
+        "model": null,
+        "published_at": "2026-07-08T18:12:45Z",
+        "variant": "hybrid"
+      }
+    },
+    "schema_version": 1
+  },
   "repo": "huggingface/transformers",
   "snapshot_id": "20260708T180046Z",
   "watermark": {