FabledCurator/backend/app/models/import_settings.py

"""ImportSettings — single-row table holding the importer's tunable knobs.

Enforced as a single row via a CHECK (id = 1) constraint. The application
always SELECTs id=1 and never inserts/deletes after the initial migration.
"""

from sqlalchemy import (
    Boolean,
    CheckConstraint,
    Float,
    Integer,
    Text,
    select,
    text,
)
from sqlalchemy.orm import Mapped, mapped_column

from .base import Base


class ImportSettings(Base):
    __tablename__ = "import_settings"
    # Bare constraint name — Base.metadata's naming convention applies the
    # ck_<table>_<name> prefix, producing the final ck_import_settings_singleton.
    # Bare name — Base.metadata's naming convention prepends ck_<table>_,
    # producing ck_import_settings_singleton. The chain shipped the DOUBLED
    # ck_import_settings_ck_import_settings_singleton, because the migration
    # pre-prefixed the name and the convention prefixed it again; alembic
    # 0088 renames it to what this line has always produced (#3275).
    __table_args__ = (CheckConstraint("id = 1", name="singleton"),)

    id: Mapped[int] = mapped_column(Integer, primary_key=True)
    import_scan_path: Mapped[str] = mapped_column(Text, nullable=False, default="/import", server_default="/import")

    min_width: Mapped[int] = mapped_column(Integer, nullable=False, default=0, server_default="0")
    min_height: Mapped[int] = mapped_column(Integer, nullable=False, default=0, server_default="0")

    skip_transparent: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False, server_default="false")
    transparency_threshold: Mapped[float] = mapped_column(Float, nullable=False, default=0.9, server_default="0.9")

    skip_single_color: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False, server_default="false")
    single_color_threshold: Mapped[float] = mapped_column(Float, nullable=False, default=0.95, server_default="0.95")
    single_color_tolerance: Mapped[int] = mapped_column(Integer, nullable=False, default=30, server_default="30")

    # Hamming distance over a 256-bit pHash (utils.phash, hash_size=16). The
    # unit CHANGED in migration 0098 — it used to be bits out of 64 — so the
    # old default of 10 is not this scale's 10, and 0098 resets every row.
    # This is now the cheap PRE-FILTER: the aspect + pixel gates decide, which
    # is what lets it be generous enough to catch a re-encoded rescale.
    phash_threshold: Mapped[int] = mapped_column(Integer, nullable=False, default=24, server_default="24")

    # FC-3c downloader knobs
    download_rate_limit_seconds: Mapped[float] = mapped_column(
        Float, nullable=False, default=3.0,
        server_default="3",
    )
    download_validate_files: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True,
        server_default="true",
    )

    # FC-3d scheduling knobs
    download_schedule_default_seconds: Mapped[int] = mapped_column(
        Integer, nullable=False, default=28800,
        server_default="28800",
    )
    download_event_retention_days: Mapped[int] = mapped_column(
        Integer, nullable=False, default=90,
        server_default="90",
    )
    # How far back a routine tick keeps looking after it has run out of new
    # posts, so a creator who EDITS an older post to attach a hotfix build is
    # still reached (ingest_core.DEFAULT_REVISIT_DAYS carries the reasoning).
    # A knob rather than a constant because how long a creator keeps editing is
    # a property of the creator, not of FabledCurator: 0 turns the revisit off
    # and restores the pure count early-out.
    download_revisit_days: Mapped[int] = mapped_column(
        Integer, nullable=False, default=30,
        server_default="30",
    )
    download_failure_warning_threshold: Mapped[int] = mapped_column(
        Integer, nullable=False, default=5,
        server_default="5",
    )

    # FC-3h backup knobs.
    backup_db_nightly_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=False,
        server_default="false",
    )
    backup_db_nightly_hour_utc: Mapped[int] = mapped_column(
        Integer, nullable=False, default=3,
        server_default="3",
    )
    backup_db_keep_last_n: Mapped[int] = mapped_column(
        Integer, nullable=False, default=14,
        server_default="14",
    )
    backup_images_keep_last_n: Mapped[int] = mapped_column(
        Integer, nullable=False, default=3,
        server_default="3",
    )

    # FC-6.3 series continuation matcher. enabled gates the rescan; threshold is
    # the weighted-score cut-off (0..1) above which a pending suggestion is made.
    series_suggest_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True,
        server_default="true",
    )
    series_suggest_threshold: Mapped[float] = mapped_column(
        Float, nullable=False, default=0.5,
        server_default="0.5",
    )

    # Milestone 388 E5 — the announcement matcher: "this Patreon post announced
    # that Discord drop". Lives here rather than in MLSettings, with the series
    # matcher it is modelled on, because it runs no inference: the signals are
    # time proximity and whether the post says so.
    discord_link_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True,
        server_default="true",
    )
    # The weighted-score cut-off. 0.60 is not arbitrary: it is deliberately set
    # ABOVE the largest single signal weight, which is what makes "time
    # proximity alone must never be sufficient" an ARITHMETIC property rather
    # than a hope. On a busy day an artist posts several times; if proximity
    # could carry a pair by itself, every one of those days would produce false
    # pairs and the review queue would be abandoned. See
    # post_association_service.WEIGHTS — a guard test pins the relationship.
    discord_link_threshold: Mapped[float] = mapped_column(
        Float, nullable=False, default=0.60,
        server_default="0.60",
    )
    # How far apart the announcement and the drop may be. The Patreon post
    # exists IN ORDER TO announce the drop, so they are minutes-to-hours apart;
    # a day is generous and still excludes "same week".
    discord_link_window_hours: Mapped[float] = mapped_column(
        Float, nullable=False, default=24.0,
        server_default="24",
    )

    # Whether FC links a CONCLUSIVE pair without asking.
    #
    # Operator, 2026-09-24: *"I don't want this to be manual that defeats the
    # convenience that I'm going for."* Confirm-only was the right default
    # while the only signals were circumstantial — proximity and a body that
    # mentions Discord can never be more than suggestive, and asking was the
    # honest response to that. A shared working name is different in kind: when
    # the name appears in exactly these two posts and nowhere else in the
    # artist's library, there is nothing for the operator to adjudicate.
    #
    # Only the conclusive band is affected (post_association_service.
    # AUTO_LINK_FLOOR). Everything weaker still queues, and an accepted link is
    # a row the operator can dismiss, so this is reversible in the UI rather
    # than only in the database.
    discord_link_auto: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True,
        server_default="true",
    )

    # The unified card (#4402). A linked Discord drop is NOT absorbed into its
    # teaser — it keeps its own post, date and provenance, and the teaser's card
    # shows it by REFERENCE. Operator, 2026-09-24: *"discord 'posts' land as
    # normal and only hidden from the post view they're posted the same day."*
    #
    # So the drop's own card leaves the feed only when it sits within this many
    # hours of the teaser that references it — the adjacency that reads as the
    # same thing twice. Hours rather than a calendar day: a teaser at 23:00 and
    # its drop at 01:00 are one release, and "the same day" has no timezone
    # the server can know.
    discord_link_fold_hours: Mapped[float] = mapped_column(
        Float, nullable=False, default=24.0,
        server_default="24",
    )
    # How far from the teaser the card reaches for the rest of a piece's
    # variants — the wips, alts and censor passes a creator trickles out under
    # one working name (#4401). Measured on artist 8: named families spread a
    # median 5 days and up to 44, while every name collision found spreads
    # over 500. A reference, not a regrouping, so a generous value costs one
    # extra thumbnail at worst — never a post moved or hidden.
    discord_family_window_days: Mapped[float] = mapped_column(
        Float, nullable=False, default=60.0,
        server_default="60",
    )

    # #830 off-platform file-host downloads — per-host enable lever (default on,
    # rule #26). Column names are extdl_<host>_enabled so the worker reads them
    # via getattr(settings, f"extdl_{host}_enabled", True).
    extdl_mega_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )
    extdl_gdrive_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )
    extdl_mediafire_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )
    extdl_dropbox_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )
    extdl_pixeldrain_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )

    # -- Post-text translation via the Interpreter LAN service (milestone 143).
    # Off by default with NO default host — it needs a reachable Interpreter
    # service (the operator's, behind a reverse proxy), which not every install
    # has; the operator sets the URL and flips it on. Empty base_url OR disabled
    # → the translate sweep no-ops.
    translation_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=False, server_default="false",
    )
    interpreter_base_url: Mapped[str] = mapped_column(
        Text, nullable=False, default="", server_default="",
    )
    translation_target_lang: Mapped[str] = mapped_column(
        Text, nullable=False, default="en", server_default="en",
    )
    # The latin-script acceptance floor for the translation gate: a translation
    # whose Interpreter-reported confidence is below this is kept as the original
    # (operator-tunable, milestone 155). Default 0.9 — stricter than the old
    # hardcoded 0.8, because Interpreter confidently mis-detects short ASCII
    # English (e.g. "… WIP Part 1") as a European language at ~0.86. CJK stays
    # trusted regardless (script-detected). Per-post overrides handle the misses.
    translation_min_confidence: Mapped[float] = mapped_column(
        # text() because alembic 0084 used sa.text(); see ml_settings for why
        # the form matters and why it is per-column (#3275).
        Float, nullable=False, default=0.9, server_default=text("0.9"),
    )

    # Title-based WIP auto-tagging (task #1458). When a freshly-imported post's
    # TITLE explicitly declares work-in-progress ("WIP" / "work in progress"),
    # the importer applies the `wip` system tag to its images — the artist's own
    # label, used to keep unfinished pieces out of the Explore/gallery browse. ON
    # by default (rule 26 — the feature works out of the box). Gates only the
    # LIVE import hook; the existing catalogue is caught by the operator-triggered
    # "Scan existing posts" backfill (which runs regardless of this flag).
    wip_title_tagging_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=True, server_default="true",
    )
    # Soft WIP title tier (#1474): also tag sketch/doodle/scribble titles, but with
    # a PROVISIONAL source (`wip_title_soft`) that never trains the head, since these
    # are lower-precision (a finished "sketch" isn't WIP). OFF by default — a lower-
    # precision tier is opt-in (the ring-loud audit surfaces false positives).
    wip_soft_title_tagging_enabled: Mapped[bool] = mapped_column(
        Boolean, nullable=False, default=False, server_default="false",
    )

    @classmethod
    async def load(cls, session) -> ImportSettings:
        """The singleton settings row (id=1), via an async session."""
        return (await session.execute(select(cls).where(cls.id == 1))).scalar_one()

    @classmethod
    def load_sync(cls, session) -> ImportSettings:
        """The singleton settings row (id=1), via a sync session."""
        return session.execute(select(cls).where(cls.id == 1)).scalar_one()