bvandeusenandClaude Opus 5
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The point of the milestone rather than its tail. Two of the operator's artists post a deliberately cropped fragment on Patreon to signal that the real thing has landed in their Discord; this proposes those pairs. Confirm-only, following the FC-6.3 series matcher. A wrongly-asserted association tells the operator two different pieces are one, which is strictly worse than no link: no link leaves them where they already were, a wrong one actively misinforms and then propagates into whatever reads it. So the matcher's job is a SHORT list worth reading, not a long list worth trusting. **The threshold sits above every single signal weight, and that is the design.** Proximity is 0.55, declaration 0.45, the cut 0.60 — so neither signal can carry a pair alone. That makes "time proximity alone is never sufficient" an arithmetic property rather than an aspiration: on a busy day an artist posts several times, and a matcher that could pair on proximity alone would turn every one of those days into false pairs until the review queue got abandoned. A guard test asserts the relationship against WEIGHTS directly, so it survives any refactor of the scorer, and says in its own failure message not to fix it by lowering the assertion. **Crop-to-source matching is HELD, on the plan's instruction** — real work with real false-positive risk, worth building only once signals 1 and 2 are shown insufficient against the operator's actual artists. Worth stating: a naive whole-image SigLIP similarity is NOT that signal. A cropped teaser and its full version are precisely the pair a whole-image comparison handles worst, so adding one as a "bonus" would mostly add noise while looking like progress. Two premises in the plan corrected in the building: * **E4 is not actually a prerequisite.** A Patreon Source and a Discord Source the operator has added under one Artist already share `Post.artist_id`, and the synthetic grouping inherits it. E4 EXTENDS this to creators FC has to learn the association for; it is not needed to represent one FC was told. Same-artist is then a hard filter, not a scored signal — two different creators posting minutes apart is a coincidence, not evidence. * **`link_extract` cannot supply the declaration signal.** It exists, but `SUPPORTED_HOSTS` is file hosts only and `host_for()` returns None for a Discord URL, so no ExternalLink row is ever written for one. The signal reads the post body directly instead. And a bug my own test would have caught: `declared_signal` stripped the HTML before looking for an invite, but `html_to_plain` discards attributes and these creators put the invite in an anchor's `href` — so the strongest form of the signal was being thrown away, leaving only whatever the link text said. The invite now matches the raw body; the bare mention still matches stripped text, so `\bdiscord\b` is tested against prose rather than against markup. Dismissed rows are kept, not deleted: the row is what remembers the rejection, and re-proposing a rejected pair on every scan is the one behaviour that makes a review queue get ignored. Both FKs CASCADE, so E3's one-DELETE reversal cannot leave a proposal pointing at a post that no longer exists. Only ACCEPTED links reach the post payload. A pending proposal is a question for the review queue, not a claim to render beside the artwork. UI (rule 27) follows in the next commit. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LNXXULQDjVZmbuNa2G9mD9
98 lines
2.9 KiB
Python
98 lines
2.9 KiB
Python
"""All ORM models. Import this module to make every model visible to Alembic."""
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from .app_setting import AppSetting
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from .artist import Artist
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from .artist_visit import ArtistVisit
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from .backup_run import BackupRun
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from .base import Base
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from .character_prototype import CcipPrototypeState, CharacterPrototype
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from .credential import Credential
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from .download_event import DownloadEvent
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from .external_link import ExternalLink
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from .gpu_job import GpuJob
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from .head_auto_apply_run import HeadAutoApplyRun
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from .head_metric import HeadMetric
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from .head_metrics_snapshot import HeadMetricsSnapshot
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from .head_training_run import HeadTrainingRun
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from .image_provenance import ImageProvenance
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from .image_record import ImageRecord
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from .image_region import ImageRegion
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from .import_batch import ImportBatch
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from .import_settings import ImportSettings
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from .import_task import ImportTask
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from .library_audit_run import LibraryAuditRun
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from .ml_settings import MLSettings
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from .patreon_failed_media import PatreonFailedMedia
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from .patreon_seen_media import PatreonSeenMedia
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from .pixiv_failed_media import PixivFailedMedia
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from .pixiv_seen_media import PixivSeenMedia
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from .platform_membership import PlatformMembership
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from .post import Post
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from .post_association import PostAssociation
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from .post_attachment import PostAttachment, attachment_download_url
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from .presentation_review import PresentationReview
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from .series_chapter import SeriesChapter
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from .series_page import SeriesPage
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from .series_suggestion import SeriesSuggestion
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from .service_seen import ServiceSeen
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from .source import Source
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from .subscribestar_failed_media import SubscribeStarFailedMedia
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from .subscribestar_seen_media import SubscribeStarSeenMedia
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from .tag import Tag, TagKind, image_tag
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from .tag_alias import TagAlias
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from .tag_head import TagHead
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from .tag_positive_confirmation import TagPositiveConfirmation
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from .tag_suggestion_rejection import TagSuggestionRejection
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from .task_run import TaskRun
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__all__ = [
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"Base",
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"AppSetting",
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"Artist",
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"ArtistVisit",
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"BackupRun",
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"Source",
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"Credential",
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"PatreonFailedMedia",
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"PatreonSeenMedia",
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"PixivFailedMedia",
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"PixivSeenMedia",
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"SubscribeStarFailedMedia",
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"SubscribeStarSeenMedia",
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"Post",
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"PostAssociation",
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"PostAttachment",
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"attachment_download_url",
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"PresentationReview",
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"SeriesChapter",
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"SeriesPage",
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"SeriesSuggestion",
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"PlatformMembership",
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"ServiceSeen",
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"ImageRecord",
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"ImageProvenance",
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"ImageRegion",
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"Tag",
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"TagKind",
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"image_tag",
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"DownloadEvent",
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"ExternalLink",
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"GpuJob",
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"ImportBatch",
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"ImportTask",
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"ImportSettings",
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"LibraryAuditRun",
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"MLSettings",
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"HeadAutoApplyRun",
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"HeadMetric",
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"HeadMetricsSnapshot",
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"HeadTrainingRun",
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"TagAlias",
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"TagHead",
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"CharacterPrototype",
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"CcipPrototypeState",
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"TagPositiveConfirmation",
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"TagSuggestionRejection",
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"TaskRun",
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]
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