{ "format": "ac-bench/1", "entry": "immich", "kind": "real", "variant": "default", "repo": "~/ac-targets/immich", "sha": "02063972e82b1bfd17b6fc2e3b3ff39936229ea5", "packageRoot": "server", "moduleRoot": "src", "files": 269, "featureFiles": null, "groundTruthModules": null, "hardFiles": null, "leakyFiles": null, "leakage": null, "scramble": null, "methods": [ { "method": "B0 type folders", "kind": "baseline", "clusters": 10, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 1.9362, "mean": 0.1936 }, "backEdges": 25 }, { "method": "name-token (full stem)", "kind": "baseline", "clusters": 138, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 9.0334, "mean": 0.0655 }, "backEdges": 212 }, { "method": "name-token (anchored)", "kind": "baseline", "clusters": 118, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 9.5095, "mean": 0.0806 }, "backEdges": 129 }, { "method": "export-token (anchored)", "kind": "baseline", "clusters": 122, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 8.3861, "mean": 0.0687 }, "backEdges": 127 }, { "method": "seeds draft (file names)", "kind": "draft", "clusters": 81, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 10.1935, "mean": 0.1258 }, "backEdges": 141 }, { "method": "seeds draft (export names)", "kind": "baseline", "clusters": 83, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 9.1102, "mean": 0.1098 }, "backEdges": 142 }, { "method": "Louvain r=1 (mean of seeds 1-5)", "kind": "baseline", "clusters": 9.2, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 3.8066, "mean": 0.4139 }, "backEdges": 20.8, "note": "mean of seeds 1-5" }, { "method": "Louvain r=2 (mean of seeds 1-5)", "kind": "baseline", "clusters": 25.6, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 7.0928, "mean": 0.2772 }, "backEdges": 136.8, "note": "mean of seeds 1-5" }, { "method": "Louvain r=4 (mean of seeds 1-5)", "kind": "baseline", "clusters": 47.6, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 10.4984, "mean": 0.2206 }, "backEdges": 166, "note": "mean of seeds 1-5" }, { "method": "planner (Ultra)", "kind": "planner", "clusters": 59, "mojoFm": null, "ari": null, "c2cCvg": null, "clusterCountRatio": null, "mojoFmHard": null, "turboMq": { "sum": 10.0702, "mean": 0.1707 }, "backEdges": 118 } ], "bestBaseline": { "method": "Louvain r=4 (mean of seeds 1-5)", "mojoFm": null, "turboMq": 10.4984 }, "planner": { "cassette": "cassettes/s6-immich.jsonl", "recordedCostUsd": 0.199784, "spentUsd": 0, "replayed": true, "calls": { "replayed": 2, "recorded": 0 }, "rules": 1, "groups": 59, "modules": 38, "change": { "draftGroups": 81, "samePartition": false, "filesMoved": 9, "groupsMerged": 23, "winner": { "label": "ultra#3", "groupEntries": 81, "moves": 29, "movesById": 0, "issues": { "foreign-name": 3, "kind-conflict": 1 } }, "critic": { "suggestions": 12, "kept": 6 } }, "planSha256": "b4c7c548883c0635951f893c7717727f3d086a0c4e23b2db442e796dd416cc7f" }, "louvainMojoFmByResolution": null, "draft": { "method": "seeds draft (file names)", "source": "file names", "contested": { "fileNames": 29, "exportNames": 31 } }, "notes": [ "The planner starts from the seeds draft (file names): plannerDraft takes the export names only when they leave fewer files contested than the file names, and here they leave 31 against 29 (no ground truth is read).", "The planner's plan moves 9 of 269 files out of their draft group and merges 23 draft groups into others (81 draft groups, 59 plan groups). The winning edit, ultra#3, had 81 group entries and 29 moves; the validator found 4 problems with it (foreign-name 3, kind-conflict 1) and dropped or repaired each before applying it. The critic made 12 suggestions and its gate kept 6." ], "partialKey": { "file": "bench/ground-truth/immich-2024.rsf", "sha256": "5459ab310fa551d80f38efcce83fd084611a7198140b5b5f91cd9cfcc8282b18", "source": "immich's 2024 domain layer", "labeled": 47, "scoredFiles": 47, "features": 23, "share": 0.175, "hardFiles": [ "src/dtos/exif.dto.ts", "src/dtos/server.dto.ts", "src/dtos/session.dto.ts", "src/dtos/stack.dto.ts", "src/dtos/time-bucket.dto.ts", "src/services/server.service.ts" ], "notMovable": [], "truth": { "src/cores/storage.core.ts": "storage", "src/dtos/activity.dto.ts": "activity", "src/dtos/album.dto.ts": "album", "src/dtos/api-key.dto.ts": "api-key", "src/dtos/asset-ids.response.dto.ts": "asset", "src/dtos/asset-response.dto.ts": "asset", "src/dtos/asset.dto.ts": "asset", "src/dtos/auth.dto.ts": "auth", "src/dtos/download.dto.ts": "download", "src/dtos/exif.dto.ts": "asset", "src/dtos/job.dto.ts": "job", "src/dtos/library.dto.ts": "library", "src/dtos/partner.dto.ts": 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"src/dtos/asset-response.dto.ts": "asset-response", "src/dtos/asset.dto.ts": "asset", "src/dtos/auth.dto.ts": "auth", "src/dtos/download.dto.ts": "download", "src/dtos/exif.dto.ts": "exif", "src/dtos/job.dto.ts": "job", "src/dtos/library.dto.ts": "library", "src/dtos/partner.dto.ts": "partner", "src/dtos/person.dto.ts": "person", "src/dtos/search.dto.ts": "search", "src/dtos/server.dto.ts": "server", "src/dtos/session.dto.ts": "session", "src/dtos/shared-link.dto.ts": "shared-link", "src/dtos/stack.dto.ts": "stack", "src/dtos/tag.dto.ts": "tag", "src/dtos/time-bucket.dto.ts": "time-bucket", "src/dtos/user-profile.dto.ts": "user-profile", "src/dtos/user.dto.ts": "user", "src/services/activity.service.ts": "activity", "src/services/album.service.ts": "album", "src/services/api-key.service.ts": "api-key", "src/services/asset.service.ts": "asset", "src/services/auth.service.ts": "auth", "src/services/database.service.ts": "database", "src/services/download.service.ts": "download", 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"src/services/album.service.ts": "album", "src/services/api-key.service.ts": "api-key", "src/services/asset.service.ts": "asset", "src/services/auth.service.ts": "auth", "src/services/database.service.ts": "database", "src/services/download.service.ts": "download", "src/services/job.service.ts": "job", "src/services/library.service.ts": "library", "src/services/media.service.ts": "media", "src/services/metadata.service.ts": "metadata", "src/services/partner.service.ts": "partner", "src/services/person.service.ts": "person", "src/services/search.service.ts": "search", "src/services/server.service.ts": "server", "src/services/shared-link.service.ts": "shared-link", "src/services/smart-info.service.ts": "smart-info", "src/services/storage-template.service.ts": "storage-template", "src/services/storage.service.ts": "storage", "src/services/system-config.service.ts": "system-config", "src/services/tag.service.ts": "tag", "src/services/trash.service.ts": "trash", "src/services/user.service.ts": "user", "src/utils/media.ts": "config" } }, { "method": "seeds draft (file names)", "mojoFm": 93.02, "ari": 0.806, "c2cCvg": 1, "clusterCountRatio": 1.13, "mojoFmHard": 33.33, "assignment": { "src/cores/storage.core.ts": "storage", "src/dtos/activity.dto.ts": "activity", "src/dtos/album.dto.ts": "album", "src/dtos/api-key.dto.ts": "api-key", "src/dtos/asset-ids.response.dto.ts": "asset", "src/dtos/asset-response.dto.ts": "asset", "src/dtos/asset.dto.ts": "asset", "src/dtos/auth.dto.ts": "auth", "src/dtos/download.dto.ts": "download", "src/dtos/exif.dto.ts": "asset", "src/dtos/job.dto.ts": "job", "src/dtos/library.dto.ts": "library", "src/dtos/partner.dto.ts": "partner", "src/dtos/person.dto.ts": "person", "src/dtos/search.dto.ts": "search", "src/dtos/server.dto.ts": "server", "src/dtos/session.dto.ts": "session", "src/dtos/shared-link.dto.ts": "shared-link", "src/dtos/stack.dto.ts": "stack", "src/dtos/tag.dto.ts": "tag", "src/dtos/time-bucket.dto.ts": "timeline", "src/dtos/user-profile.dto.ts": "user", "src/dtos/user.dto.ts": "user", "src/services/activity.service.ts": "activity", "src/services/album.service.ts": "album", "src/services/api-key.service.ts": "api-key", "src/services/asset.service.ts": "asset", "src/services/auth.service.ts": "auth", "src/services/database.service.ts": "database", "src/services/download.service.ts": "download", "src/services/job.service.ts": "job", "src/services/library.service.ts": "library", "src/services/media.service.ts": "media", "src/services/metadata.service.ts": "metadata", "src/services/partner.service.ts": "partner", "src/services/person.service.ts": "person", "src/services/search.service.ts": "search", "src/services/server.service.ts": "server", "src/services/shared-link.service.ts": "shared-link", "src/services/smart-info.service.ts": "smart-info", "src/services/storage-template.service.ts": "storage-template", "src/services/storage.service.ts": "storage", "src/services/system-config.service.ts": "system-config", "src/services/tag.service.ts": "tag", "src/services/trash.service.ts": "trash", "src/services/user.service.ts": "user", "src/utils/media.ts": "media" } }, { "method": "seeds draft (export names)", "mojoFm": 81.4, "ari": 0.613, "c2cCvg": 0.826, "clusterCountRatio": 1.3, "mojoFmHard": 33.33, "assignment": { "src/cores/storage.core.ts": "storage", "src/dtos/activity.dto.ts": "activity", "src/dtos/album.dto.ts": "album-user", "src/dtos/api-key.dto.ts": "api-key", "src/dtos/asset-ids.response.dto.ts": "asset", "src/dtos/asset-response.dto.ts": "asset", "src/dtos/asset.dto.ts": "asset", "src/dtos/auth.dto.ts": "login", "src/dtos/download.dto.ts": "download", "src/dtos/exif.dto.ts": "map", "src/dtos/job.dto.ts": "job", "src/dtos/library.dto.ts": "library", "src/dtos/partner.dto.ts": "partner", "src/dtos/person.dto.ts": "person", "src/dtos/search.dto.ts": "search", "src/dtos/server.dto.ts": "server", "src/dtos/session.dto.ts": 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"smart-info", "src/services/storage-template.service.ts": "storage-template", "src/services/storage.service.ts": "storage", "src/services/system-config.service.ts": "system-config", "src/services/tag.service.ts": "tag", "src/services/trash.service.ts": "trash", "src/services/user.service.ts": "user", "src/utils/media.ts": "config" } }, { "method": "Louvain r=1 (mean of seeds 1-5)", "mojoFm": 23.72, "ari": 0.104, "c2cCvg": 0.052, "clusterCountRatio": 0.26, "mojoFmHard": 86.67 }, { "method": "Louvain r=2 (mean of seeds 1-5)", "mojoFm": 55.35, "ari": 0.263, "c2cCvg": 0.331, "clusterCountRatio": 0.74, "mojoFmHard": 33.33 }, { "method": "Louvain r=4 (mean of seeds 1-5)", "mojoFm": 71.63, "ari": 0.413, "c2cCvg": 0.661, "clusterCountRatio": 1.16, "mojoFmHard": 33.33 }, { "method": "planner (Ultra)", "mojoFm": 88.37, "ari": 0.759, "c2cCvg": 0.913, "clusterCountRatio": 1.04, "mojoFmHard": 33.33, "assignment": { "src/cores/storage.core.ts": "platform/storage", "src/dtos/activity.dto.ts": 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"src/dtos/partner.dto.ts": "louvain-24", "src/dtos/person.dto.ts": "louvain-18", "src/dtos/search.dto.ts": "louvain-26", "src/dtos/server.dto.ts": "louvain-27", "src/dtos/session.dto.ts": "louvain-28", "src/dtos/shared-link.dto.ts": "louvain-29", "src/dtos/stack.dto.ts": "louvain-30", "src/dtos/tag.dto.ts": "louvain-32", "src/dtos/time-bucket.dto.ts": "louvain-24", "src/dtos/user-profile.dto.ts": "louvain-34", "src/dtos/user.dto.ts": "louvain-34", "src/services/activity.service.ts": "louvain-4", "src/services/album.service.ts": "louvain-5", "src/services/api-key.service.ts": "louvain-6", "src/services/asset.service.ts": "louvain-10", "src/services/auth.service.ts": "louvain-41", "src/services/database.service.ts": "louvain-45", "src/services/download.service.ts": "louvain-16", "src/services/job.service.ts": "louvain-20", "src/services/library.service.ts": "louvain-21", "src/services/media.service.ts": "louvain-10", "src/services/metadata.service.ts": "louvain-39", "src/services/partner.service.ts": "louvain-24", "src/services/person.service.ts": "louvain-18", "src/services/search.service.ts": "louvain-26", "src/services/server.service.ts": "louvain-27", "src/services/shared-link.service.ts": "louvain-29", "src/services/smart-info.service.ts": "louvain-14", "src/services/storage-template.service.ts": "louvain-36", "src/services/storage.service.ts": "louvain-40", "src/services/system-config.service.ts": "louvain-14", "src/services/tag.service.ts": "louvain-32", "src/services/trash.service.ts": "louvain-33", "src/services/user.service.ts": "louvain-34", "src/utils/media.ts": "louvain-43" } }, { "method": "Louvain r=4 seed 4", "mojoFm": 72.09, "ari": 0.383, "c2cCvg": 0.696, "clusterCountRatio": 1.22, "mojoFmHard": 33.33, "assignment": { "src/cores/storage.core.ts": "louvain-36", "src/dtos/activity.dto.ts": "louvain-4", "src/dtos/album.dto.ts": "louvain-16", "src/dtos/api-key.dto.ts": "louvain-6", "src/dtos/asset-ids.response.dto.ts": "louvain-27", "src/dtos/asset-response.dto.ts": "louvain-16", "src/dtos/asset.dto.ts": "louvain-27", "src/dtos/auth.dto.ts": "louvain-12", "src/dtos/download.dto.ts": "louvain-15", "src/dtos/exif.dto.ts": "louvain-16", "src/dtos/job.dto.ts": "louvain-19", "src/dtos/library.dto.ts": "louvain-20", "src/dtos/partner.dto.ts": "louvain-13", "src/dtos/person.dto.ts": "louvain-17", "src/dtos/search.dto.ts": "louvain-24", "src/dtos/server.dto.ts": "louvain-25", "src/dtos/session.dto.ts": "louvain-26", "src/dtos/shared-link.dto.ts": "louvain-16", "src/dtos/stack.dto.ts": "louvain-28", "src/dtos/tag.dto.ts": "louvain-30", "src/dtos/time-bucket.dto.ts": "louvain-31", "src/dtos/user-profile.dto.ts": "louvain-33", "src/dtos/user.dto.ts": "louvain-13", "src/services/activity.service.ts": "louvain-4", "src/services/album.service.ts": "louvain-5", "src/services/api-key.service.ts": "louvain-6", "src/services/asset.service.ts": "louvain-10", "src/services/auth.service.ts": "louvain-41", "src/services/database.service.ts": "louvain-47", "src/services/download.service.ts": "louvain-15", "src/services/job.service.ts": "louvain-19", "src/services/library.service.ts": "louvain-20", "src/services/media.service.ts": "louvain-10", "src/services/metadata.service.ts": "louvain-43", "src/services/partner.service.ts": "louvain-13", "src/services/person.service.ts": "louvain-17", "src/services/search.service.ts": "louvain-24", "src/services/server.service.ts": "louvain-25", "src/services/shared-link.service.ts": "louvain-27", "src/services/smart-info.service.ts": "louvain-40", "src/services/storage-template.service.ts": "louvain-36", "src/services/storage.service.ts": "louvain-44", "src/services/system-config.service.ts": "louvain-7", "src/services/tag.service.ts": "louvain-30", "src/services/trash.service.ts": "louvain-32", "src/services/user.service.ts": "louvain-33", "src/utils/media.ts": "louvain-45" } }, { "method": "Louvain r=4 seed 5", "mojoFm": 72.09, "ari": 0.431, "c2cCvg": 0.696, "clusterCountRatio": 1.13, "mojoFmHard": 33.33, "assignment": { "src/cores/storage.core.ts": "louvain-37", "src/dtos/activity.dto.ts": "louvain-4", "src/dtos/album.dto.ts": "louvain-5", "src/dtos/api-key.dto.ts": "louvain-6", "src/dtos/asset-ids.response.dto.ts": "louvain-33", "src/dtos/asset-response.dto.ts": "louvain-17", "src/dtos/asset.dto.ts": "louvain-9", "src/dtos/auth.dto.ts": "louvain-12", "src/dtos/download.dto.ts": "louvain-16", "src/dtos/exif.dto.ts": "louvain-5", "src/dtos/job.dto.ts": "louvain-20", "src/dtos/library.dto.ts": "louvain-21", "src/dtos/partner.dto.ts": "louvain-25", "src/dtos/person.dto.ts": "louvain-18", "src/dtos/search.dto.ts": "louvain-27", "src/dtos/server.dto.ts": "louvain-28", "src/dtos/session.dto.ts": "louvain-29", "src/dtos/shared-link.dto.ts": "louvain-30", "src/dtos/stack.dto.ts": "louvain-31", "src/dtos/tag.dto.ts": "louvain-33", "src/dtos/time-bucket.dto.ts": "louvain-25", "src/dtos/user-profile.dto.ts": "louvain-35", "src/dtos/user.dto.ts": "louvain-35", "src/services/activity.service.ts": "louvain-4", "src/services/album.service.ts": "louvain-5", "src/services/api-key.service.ts": "louvain-6", "src/services/asset.service.ts": "louvain-10", "src/services/auth.service.ts": "louvain-42", "src/services/database.service.ts": "louvain-45", "src/services/download.service.ts": "louvain-16", "src/services/job.service.ts": "louvain-20", "src/services/library.service.ts": "louvain-21", "src/services/media.service.ts": "louvain-10", "src/services/metadata.service.ts": "louvain-40", "src/services/partner.service.ts": "louvain-25", "src/services/person.service.ts": "louvain-18", "src/services/search.service.ts": "louvain-27", "src/services/server.service.ts": "louvain-28", "src/services/shared-link.service.ts": "louvain-30", "src/services/smart-info.service.ts": "louvain-14", "src/services/storage-template.service.ts": "louvain-37", "src/services/storage.service.ts": "louvain-28", "src/services/system-config.service.ts": "louvain-14", "src/services/tag.service.ts": "louvain-33", "src/services/trash.service.ts": "louvain-34", "src/services/user.service.ts": "louvain-35", "src/utils/media.ts": "louvain-43" } } ] }, "bestBaseline": { "method": "seeds draft (file names)", "mojoFm": 93.02 } } }