af0d39ed52
Extends WIP title-tagging to lower-precision cues (sketch/doodle/scribble) safely. - wip_title.py: soft matcher (word-anchored; sketchbook/kadoodle don't trip it); WIP_TITLE_SOFT_SOURCE + soft SQL prefilter; apply_wip_image_tags takes a source arg. - training_data._AUTO_SOURCES += 'wip_title_soft' → the soft tier is PROVISIONAL and never trains the wip head (a finished "sketch" can't pollute it). Only the hard tier (wip_title) + manual train. - ImportSettings.wip_soft_title_tagging_enabled (OFF by default, opt-in). Migration 0087. - importer: hard tier wins, soft is the fallback (source wip_title_soft). - backfill: refactored into a shared _backfill_wip_tier; hard always, soft when enabled. - heads.soft_wip_conflict_audit + daily beat: score soft-tagged images against content heads, flag ring-loud ones (PresentationReview mode=process) for the review strip — the operator's "measure if they got falsely tagged" safety. - api settings toggle; ImportFiltersForm soft toggle. - tests: soft matcher pos/neg; soft source not a training positive; audit flags ring-loud + spares quiet. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
146 lines
6.7 KiB
Python
146 lines
6.7 KiB
Python
"""ImportSettings — single-row table holding the importer's tunable knobs.
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Enforced as a single row via a CHECK (id = 1) constraint. The application
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always SELECTs id=1 and never inserts/deletes after the initial migration.
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"""
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from sqlalchemy import Boolean, CheckConstraint, Float, Integer, Text, select
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from sqlalchemy.orm import Mapped, mapped_column
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from .base import Base
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class ImportSettings(Base):
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__tablename__ = "import_settings"
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# Bare constraint name — Base.metadata's naming convention applies the
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# ck_<table>_<name> prefix, producing the final ck_import_settings_singleton.
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__table_args__ = (CheckConstraint("id = 1", name="singleton"),)
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id: Mapped[int] = mapped_column(Integer, primary_key=True)
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import_scan_path: Mapped[str] = mapped_column(Text, nullable=False, default="/import")
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min_width: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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min_height: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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skip_transparent: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
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transparency_threshold: Mapped[float] = mapped_column(Float, nullable=False, default=0.9)
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skip_single_color: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
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single_color_threshold: Mapped[float] = mapped_column(Float, nullable=False, default=0.95)
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single_color_tolerance: Mapped[int] = mapped_column(Integer, nullable=False, default=30)
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phash_threshold: Mapped[int] = mapped_column(Integer, nullable=False, default=10)
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# FC-3c downloader knobs
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download_rate_limit_seconds: Mapped[float] = mapped_column(
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Float, nullable=False, default=3.0
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)
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download_validate_files: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True
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)
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# FC-3d scheduling knobs
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download_schedule_default_seconds: Mapped[int] = mapped_column(
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Integer, nullable=False, default=28800
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)
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download_event_retention_days: Mapped[int] = mapped_column(
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Integer, nullable=False, default=90
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)
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download_failure_warning_threshold: Mapped[int] = mapped_column(
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Integer, nullable=False, default=5
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)
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# FC-3h backup knobs.
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backup_db_nightly_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=False,
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)
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backup_db_nightly_hour_utc: Mapped[int] = mapped_column(
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Integer, nullable=False, default=3,
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)
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backup_db_keep_last_n: Mapped[int] = mapped_column(
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Integer, nullable=False, default=14,
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)
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backup_images_keep_last_n: Mapped[int] = mapped_column(
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Integer, nullable=False, default=3,
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)
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# FC-6.3 series continuation matcher. enabled gates the rescan; threshold is
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# the weighted-score cut-off (0..1) above which a pending suggestion is made.
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series_suggest_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True,
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)
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series_suggest_threshold: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.5,
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)
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# #830 off-platform file-host downloads — per-host enable lever (default on,
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# rule #26). Column names are extdl_<host>_enabled so the worker reads them
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# via getattr(settings, f"extdl_{host}_enabled", True).
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extdl_mega_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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extdl_gdrive_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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extdl_mediafire_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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extdl_dropbox_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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extdl_pixeldrain_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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# -- Post-text translation via the Interpreter LAN service (milestone 143).
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# Off by default with NO default host — it needs a reachable Interpreter
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# service (the operator's, behind a reverse proxy), which not every install
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# has; the operator sets the URL and flips it on. Empty base_url OR disabled
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# → the translate sweep no-ops.
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translation_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=False, server_default="false",
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)
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interpreter_base_url: Mapped[str] = mapped_column(
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Text, nullable=False, default="", server_default="",
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)
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translation_target_lang: Mapped[str] = mapped_column(
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Text, nullable=False, default="en", server_default="en",
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)
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# The latin-script acceptance floor for the translation gate: a translation
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# whose Interpreter-reported confidence is below this is kept as the original
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# (operator-tunable, milestone 155). Default 0.9 — stricter than the old
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# hardcoded 0.8, because Interpreter confidently mis-detects short ASCII
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# English (e.g. "… WIP Part 1") as a European language at ~0.86. CJK stays
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# trusted regardless (script-detected). Per-post overrides handle the misses.
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translation_min_confidence: Mapped[float] = mapped_column(
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Float, nullable=False, default=0.9, server_default="0.9",
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)
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# Title-based WIP auto-tagging (task #1458). When a freshly-imported post's
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# TITLE explicitly declares work-in-progress ("WIP" / "work in progress"),
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# the importer applies the `wip` system tag to its images — the artist's own
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# label, used to keep unfinished pieces out of the Explore/gallery browse. ON
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# by default (rule 26 — the feature works out of the box). Gates only the
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# LIVE import hook; the existing catalogue is caught by the operator-triggered
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# "Scan existing posts" backfill (which runs regardless of this flag).
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wip_title_tagging_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=True, server_default="true",
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)
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# Soft WIP title tier (#1474): also tag sketch/doodle/scribble titles, but with
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# a PROVISIONAL source (`wip_title_soft`) that never trains the head, since these
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# are lower-precision (a finished "sketch" isn't WIP). OFF by default — a lower-
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# precision tier is opt-in (the ring-loud audit surfaces false positives).
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wip_soft_title_tagging_enabled: Mapped[bool] = mapped_column(
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Boolean, nullable=False, default=False, server_default="false",
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)
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@classmethod
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async def load(cls, session) -> ImportSettings:
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"""The singleton settings row (id=1), via an async session."""
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return (await session.execute(select(cls).where(cls.id == 1))).scalar_one()
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@classmethod
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def load_sync(cls, session) -> ImportSettings:
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"""The singleton settings row (id=1), via a sync session."""
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return session.execute(select(cls).where(cls.id == 1)).scalar_one()
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