Publish analysis hybrid-model-20260701t180021z for snapshot 20260701T180021Z

analysis/current/analysis-report-hybrid.json

@@ -1,8 +1,8 @@
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@@ -1049,315 +1049,6 @@
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@@ -1458,15 +1149,16 @@
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@@ -1672,6 +1364,92 @@
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@@ -2356,77 +2134,60 @@
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@@ -2708,12 +2469,13 @@
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+        46897,
+        46901
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-      "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-46894-6 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
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@@ -2735,28 +2497,6 @@
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@@ -2828,6 +2568,15 @@
       "target_issue_number": 46159,
       "reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
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@@ -2838,21 +2587,41 @@
       "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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+      "reason": "PRs in cluster-46894-6 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
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     "issue_number": 46894,
-    "reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 5 artifacts, and carries 0 discussion comments plus 6 inbound references.",
-    "score": 156.0
+    "reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 6 artifacts, and carries 0 discussion comments plus 6 inbound references.",
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   "best_pr": {
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analysis/current/manifest.json

@@ -1,8 +1,8 @@
 {
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+  "analysis_id": "hybrid-model-20260701t180021z",
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-    "hybrid_reviews": "snapshots/20260701T120019Z/analysis-runs/hybrid-model-20260701t120019z/analysis-report-hybrid.llm-reviews.json"
+    "hybrid": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.llm-reviews.json"
   },
   "artifacts": {
     "hybrid": "analysis/current/analysis-report-hybrid.json",
@@ -10,9 +10,9 @@
   },
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   "model": null,
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+  "published_at": "2026-07-01T18:12:47Z",
   "repo": "huggingface/transformers",
   "schema_version": 1,
-  "snapshot_id": "20260701T120019Z",
+  "snapshot_id": "20260701T180021Z",
   "variant": "hybrid"
 }

snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.json

@@ -0,0 +1,2632 @@
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+                ],
+                [
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+                  90
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-45561-3",
+      "summary": "Cluster of 1 issues and 2 PRs centered on issue #45561.",
+      "status": "open",
+      "confidence": 0.8,
+      "canonical_issue_number": 45561,
+      "canonical_pr_number": 45645,
+      "issue_numbers": [
+        45561
+      ],
+      "pr_numbers": [
+        45639,
+        45645
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "shared_issue_target",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 45639,
+          "right_pr_number": 45645,
+          "code_similarity": 0.721,
+          "size_similarity": 0.973,
+          "file_overlap": 0.75,
+          "area_overlap": 0.563,
+          "patch_similarity": 0.696,
+          "shared_filenames": [
+            "src/transformers/testing_utils.py",
+            "tests/utils/test_testing_utils.py",
+            "utils/notification_service.py"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/transformers/testing_utils.py",
+              "left_ranges": [
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+                  3611,
+                  3618
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+                [
+                  3835,
+                  3869
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+              ],
+              "right_ranges": [
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+                  3525,
+                  3558
+                ],
+                [
+                  3782,
+                  3788
+                ]
+              ]
+            },
+            {
+              "filename": "tests/utils/test_testing_utils.py",
+              "left_ranges": [
+                [
+                  1,
+                  144
+                ]
+              ],
+              "right_ranges": [
+                [
+                  1,
+                  114
+                ]
+              ]
+            },
+            {
+              "filename": "utils/notification_service.py",
+              "left_ranges": [
+                [
+                  935,
+                  967
+                ]
+              ],
+              "right_ranges": [
+                [
+                  935,
+                  967
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-45081-3",
+      "summary": "Cluster of 1 issues and 2 PRs centered on issue #45081.",
+      "status": "open",
+      "confidence": 0.8,
+      "canonical_issue_number": 45081,
+      "canonical_pr_number": 45317,
+      "issue_numbers": [
+        45081
+      ],
+      "pr_numbers": [
+        45086,
+        45317
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "shared_issue_target",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 45086,
+          "right_pr_number": 45317,
+          "code_similarity": 0.589,
+          "size_similarity": 0.34,
+          "file_overlap": 0.5,
+          "area_overlap": 1.0,
+          "patch_similarity": 0.136,
+          "shared_filenames": [
+            "src/transformers/tokenization_utils_tokenizers.py"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/transformers/tokenization_utils_tokenizers.py",
+              "left_ranges": [
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+                  1360,
+                  1370
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+                  1374,
+                  1380
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+              ],
+              "right_ranges": [
+                [
+                  1360,
+                  1370
+                ],
+                [
+                  1374,
+                  1380
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-43698-3",
+      "summary": "Cluster of 1 issues and 2 PRs centered on issue #43698.",
+      "status": "open",
+      "confidence": 0.75,
+      "canonical_issue_number": 43698,
+      "canonical_pr_number": 43779,
+      "issue_numbers": [
+        43698
+      ],
+      "pr_numbers": [
+        43779,
+        43816
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "shared_issue_target"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 43779,
+          "right_pr_number": 43816,
+          "code_similarity": 0.418,
+          "size_similarity": 0.538,
+          "file_overlap": 1.0,
+          "area_overlap": 0.02,
+          "patch_similarity": 0.02,
+          "shared_filenames": [
+            "src/transformers/integrations/integration_utils.py"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/transformers/integrations/integration_utils.py",
+              "left_ranges": [
+                [
+                  2227,
+                  2241
+                ],
+                [
+                  2303,
+                  2309
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+              ],
+              "right_ranges": [
+                [
+                  2278,
+                  2291
+                ],
+                [
+                  2309,
+                  2322
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-46836-2",
+      "summary": "Cluster of 2 related pull requests linked by soft_similarity.",
+      "status": "open",
+      "confidence": 0.5,
+      "canonical_issue_number": null,
+      "canonical_pr_number": 46836,
+      "issue_numbers": [],
+      "pr_numbers": [
+        46836,
+        46912
+      ],
+      "evidence_types": [
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 46836,
+          "right_pr_number": 46912,
+          "code_similarity": 0.129,
+          "size_similarity": 0.55,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.129,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-46891-2",
+      "summary": "Cluster of 2 related pull requests linked by soft_similarity.",
+      "status": "open",
+      "confidence": 0.5,
+      "canonical_issue_number": null,
+      "canonical_pr_number": 46957,
+      "issue_numbers": [],
+      "pr_numbers": [
+        46891,
+        46957
+      ],
+      "evidence_types": [
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 46891,
+          "right_pr_number": 46957,
+          "code_similarity": 0.015,
+          "size_similarity": 0.065,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.016,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-44018-2",
+      "summary": "Cluster of 2 related pull requests linked by soft_similarity.",
+      "status": "open",
+      "confidence": 0.5,
+      "canonical_issue_number": null,
+      "canonical_pr_number": 44068,
+      "issue_numbers": [],
+      "pr_numbers": [
+        44018,
+        44068
+      ],
+      "evidence_types": [
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 44018,
+          "right_pr_number": 44068,
+          "code_similarity": 0.766,
+          "size_similarity": 0.939,
+          "file_overlap": 1.0,
+          "area_overlap": 0.425,
+          "patch_similarity": 0.866,
+          "shared_filenames": [
+            "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+            "tests/models/gpt_neo/test_modeling_gpt_neo.py"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+              "left_ranges": [
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+                ],
+                [
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+                ]
+              ]
+            },
+            {
+              "filename": "tests/models/gpt_neo/test_modeling_gpt_neo.py",
+              "left_ranges": [
+                [
+                  458,
+                  464
+                ]
+              ],
+              "right_ranges": [
+                [
+                  458,
+                  464
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ],
+  "duplicate_issues": [
+    {
+      "cluster_id": "cluster-46894-6",
+      "canonical_issue_number": 46894,
+      "duplicate_issue_numbers": [
+        46897,
+        46901
+      ],
+      "reason": "Issues in cluster-46894-6 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+    }
+  ],
+  "duplicate_prs": [
+    {
+      "cluster_id": "cluster-41211-3",
+      "canonical_pr_number": 44339,
+      "duplicate_pr_numbers": [
+        41356
+      ],
+      "target_issue_number": 41211,
+      "reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference evidence."
+    },
+    {
+      "cluster_id": "cluster-43240-3",
+      "canonical_pr_number": 43251,
+      "duplicate_pr_numbers": [
+        43254
+      ],
+      "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."
+    },
+    {
+      "cluster_id": "cluster-43698-3",
+      "canonical_pr_number": 43779,
+      "duplicate_pr_numbers": [
+        43816
+      ],
+      "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."
+    },
+    {
+      "cluster_id": "cluster-43979-11",
+      "canonical_pr_number": 44007,
+      "duplicate_pr_numbers": [
+        43996,
+        44013,
+        44044,
+        44066,
+        44072,
+        44085,
+        44129,
+        44154,
+        44722
+      ],
+      "target_issue_number": 43979,
+      "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."
+    },
+    {
+      "cluster_id": "cluster-44018-2",
+      "canonical_pr_number": 44068,
+      "duplicate_pr_numbers": [
+        44018
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-45081-3",
+      "canonical_pr_number": 45317,
+      "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."
+    },
+    {
+      "cluster_id": "cluster-45561-3",
+      "canonical_pr_number": 45645,
+      "duplicate_pr_numbers": [
+        45639
+      ],
+      "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."
+    },
+    {
+      "cluster_id": "cluster-45647-3",
+      "canonical_pr_number": 45738,
+      "duplicate_pr_numbers": [
+        45737
+      ],
+      "target_issue_number": 45647,
+      "reason": "PRs in cluster-45647-3 are treated as duplicates because they converge on issue #45647 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-46159-3",
+      "canonical_pr_number": 46174,
+      "duplicate_pr_numbers": [
+        46780
+      ],
+      "target_issue_number": 46159,
+      "reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
+    },
+    {
+      "cluster_id": "cluster-46836-2",
+      "canonical_pr_number": 46836,
+      "duplicate_pr_numbers": [
+        46912
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-46836-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46869-3",
+      "canonical_pr_number": 46886,
+      "duplicate_pr_numbers": [
+        46922
+      ],
+      "target_issue_number": 46869,
+      "reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-46891-2",
+      "canonical_pr_number": 46957,
+      "duplicate_pr_numbers": [
+        46891
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-46891-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46894-6",
+      "canonical_pr_number": 46903,
+      "duplicate_pr_numbers": [
+        46895,
+        46958
+      ],
+      "target_issue_number": 46894,
+      "reason": "PRs in cluster-46894-6 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46907-4",
+      "canonical_pr_number": 46907,
+      "duplicate_pr_numbers": [
+        46970,
+        46986,
+        47006
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-46907-4 are treated as duplicates because they share soft_similarity evidence."
+    }
+  ],
+  "best_issue": {
+    "cluster_id": "cluster-46894-6",
+    "issue_number": 46894,
+    "reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 6 artifacts, and carries 0 discussion comments plus 6 inbound references.",
+    "score": 166.0
+  },
+  "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/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/manifest.json

@@ -0,0 +1,14 @@
+{
+  "analysis_id": "hybrid-model-20260701t180021z",
+  "artifacts": {
+    "hybrid": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.llm-reviews.json"
+  },
+  "channel": "canonical",
+  "model": null,
+  "published_at": "2026-07-01T18:12:47Z",
+  "repo": "huggingface/transformers",
+  "schema_version": 1,
+  "snapshot_id": "20260701T180021Z",
+  "variant": "hybrid"
+}

snapshots/20260701T180021Z/manifest.json

@@ -32,6 +32,24 @@
     "timeline_events": 1542
   },
   "extracted_at": "2026-07-01T18:00:21Z",
+  "published_analysis": {
+    "canonical_analysis_id": "hybrid-model-20260701t180021z",
+    "runs": {
+      "hybrid-model-20260701t180021z": {
+        "analysis_id": "hybrid-model-20260701t180021z",
+        "artifacts": {
+          "hybrid": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.json",
+          "hybrid_reviews": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/analysis-report-hybrid.llm-reviews.json"
+        },
+        "channel": "canonical",
+        "manifest_path": "snapshots/20260701T180021Z/analysis-runs/hybrid-model-20260701t180021z/manifest.json",
+        "model": null,
+        "published_at": "2026-07-01T18:12:47Z",
+        "variant": "hybrid"
+      }
+    },
+    "schema_version": 1
+  },
   "repo": "huggingface/transformers",
   "snapshot_id": "20260701T180021Z",
   "watermark": {