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bvandeusenandClaude Opus 5 1e45e2c56c feat: an open grouping — a later drop joins its post (milestone 388 step E3)
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A synthetic post is no longer sealed at creation. A creator who adds two more
variants the next day extends the existing post, its body grows with the new
messages, and no rival post appears. That is what makes chat capture read as
content trickling in rather than as a stream of separate arrivals.

The sweep now runs two passes per source and the ORDER is load-bearing: offer
new messages to still-open groups BEFORE founding new ones, because whichever
runs first claims a message.

E3's three named problems, each answered rather than discovered later:

**Bridging.** A candidate near two groups joins NEITHER. Nearest-wins would
silently make an arbitrary choice between two posts the operator may already
have seen; merging them is worse still, because a merge rewrites history and
anything pointing at the absorbed post dangles. Leaving it to found its own
group is the recoverable failure. AMBIGUITY_MARGIN is a module constant and
deliberately not a setting — it is not a quality dial anyone would tune toward
a better feed, and exposing it would invite turning it to zero, which is
exactly the silent arbitrary choice it prevents.

**Re-surfacing without thrashing.** A grouping has two dates, and which one
orders the feed is a real decision, so the feed orders by neither directly.
Ordering by when the drop STARTED buries a group that grows a week later under
a week of other posts — defeating the point of keeping it open. Ordering by
every growth lets a group gaining one image a day live permanently at the top,
so chat out-competes authored posts for the front page — the opposite of "post
pacing stays front and centre". Instead `resurfaced_at` moves only when growth
clears BOTH a minimum-images bar and a cooldown, so a drip-feed updates in
place and a genuine second wave resurfaces exactly once. It is NULL on every
ordinary post, so the sort key COALESCEs through it without moving anything
that is not a grouping.

**Reopening forever.** Groups close after a quiet period — artists reuse
characters for years, and a group left open indefinitely will eventually
absorb something it shouldn't. Openness is DERIVED, not stored: a group is
open if it grew (or started) within the window. Lowering the setting closes
old groups and raising it reopens them, with nothing to repair either way; a
stored closed_at would have needed a sweep to set it and a repair path to ever
change the policy.

Rule 89 is satisfied structurally rather than by a parallel mechanism:
celery_signals writes a TaskRun for every task, which already supplies
duration, the 5-minute stalled-run recovery, and retention pruning. What this
step owed on top of that was a wall-clock limit (present) and idempotence —
re-running the joiner adds nothing, asserted directly rather than left to the
unique (image, post) constraint to catch.

Two bugs fixed in the writing, one of which my own test would have hit:

* `assign_to_group` sorted bare (distance, Post) tuples, which falls through
  to comparing Posts when two distances tie — and a perfectly symmetric
  bridge, the exact case the function exists for, would have raised TypeError
  instead of declining to choose. Now keyed on the distance alone.
* The cursor was still built from `post_date or downloaded_at` while the
  ORDER BY had gained `resurfaced_at`. Two expressions that disagree at a page
  boundary don't error, they silently skip or repeat rows; both sites now go
  through one `_post_sort_value`, and a test pages through one row at a time
  to prove the walk matches the whole list.

Image linking is now one shared helper rather than written twice, because
creation and joining would otherwise be free to drift on exactly the detail
(which post owns the image) that makes a grouping reversible.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LNXXULQDjVZmbuNa2G9mD9
2026-09-10 11:30:17 -04:00
bvandeusenandClaude Opus 5 73eeb7a377 feat: FC authors the post that Discord never wrote (milestone 388 step E2)
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Discord is a delivery channel, not a publisher. One message is not one post,
and today every message lands as its own `post` row, so chat lines compete
with authored work for the same surface. Rather than demote them into a
second-class feed, FC now writes the post itself: one row per DROP, its
images the drop's images, its body the messages' text in arrival order.

Synthesising a `Post` (rather than inventing a parallel entity) is the whole
point — the result is post-shaped by construction, so feed, provenance,
translation, attachments and series keep working on it unchanged.

The predicate is three axes ANDed, and the time one does the real work:

    same source  AND  cosine distance <= threshold  AND  no gap > window

Similarity alone over-groups, and that is the failure that would make this
useless: any two pieces of the same character by the same artist sit close in
SigLIP space, so a cosine-only rule collapses a month of one character into a
single "post". Two details inside the predicate are load-bearing —

* distance is measured to the group's SEED, never to the previous member,
  because chaining lets a group DRIFT: twenty small steps walk from one piece
  to a completely different one, each hop individually within threshold;
* the window is measured between CONSECUTIVE messages, not from the first, so
  an artist trickling variants out over an evening stays one drop.

Why a post-import sweep and not part of ingest. The obvious alternative was to
migrate Discord to the native post-first ingester (#1266) and group at capture
time. That cannot work: the grouping signal is `siglip_embedding`, which is
produced asynchronously AFTER import (tasks/ml.py, the GPU backfill), so at
capture time there is nothing to group on. Grouping is necessarily something
that happens once the vectors catch up — hence a re-runnable sweep that skips
what it cannot yet place, and an hourly (not daily) cadence.

The honesty rule, enforced in the schema. `post.synthesized_by` names the
grouper; `synthesis_details` records the members, the count, and the
thresholds AS THEY WERE (they are operator-tunable, so without that "why did
it group these" is unanswerable a month later). Member posts are absorbed, not
destroyed — they remain the images' true origin and the audit trail — and
`absorbed_by_post_id` is ON DELETE SET NULL, so deleting a synthetic post
releases its members back into the feed in one DELETE with no repair step.
`post_title` stays NULL deliberately: a synthesised title is the one place
this could put words in a creator's mouth.

Two guards the first draft would have failed:

* the per-run cap took the lowest post IDs, not the oldest posts — DISTINCT ON
  forces its own ORDER BY, so the sort now happens outside the subquery;
* a cap landing mid-drop would have published a truncated group claiming to be
  a whole drop, so the last group is left for the next run.

And one vacuous test caught before it shipped: the support vector perturbed a
single component of an all-ones vector, moving it ~1e-6, so every distance
assertion passed regardless of what the predicate did. `_vec` now builds a
unit vector at a stated angle, where distance is exactly 1 - cos(delta) —
rule 167, a guard has to be able to fail.

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
2026-09-10 11:15:14 -04:00
bvandeusenandClaude Opus 5 b1bd2531ad style: sort JSON first in three sqlalchemy import blocks
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ruff's isort runs with order-by-type, which sorts ALL_CAPS names ahead of
CamelCase ones, so `JSON` belongs at the head of the list rather than
between `Integer` and `String`.

Two of these (backup_run.py, post.py) have been failing lint since
5e1996e — I did not check the push CI after that commit, only the
baseline workflow I had dispatched, so ci.yml has been red on dev across
5e1996e, ed2b1ad and d044e93.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017QHszn9H8VBvx5Ke8x1hvw
2026-08-31 00:38:46 -04:00
bvandeusenandClaude Opus 5 b979062dd7 db: rename the four double-prefixed CHECK constraints (#3275)
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Run 5026 got the models-vs-chain diff to 7 lines. Three findings, and one
of them reverses an assumption I made in the previous commit.

The doubled CHECK names are what the DATABASE has, not what the generator
invented. base.py's convention is ck_%(table_name)s_%(constraint_name)s,
which — unlike uq/fk/ix — applies even to a constraint that already has a
name, so four migrations that passed an already-prefixed name got it
prefixed twice:

    ck_import_settings_ck_import_settings_singleton
    ck_ml_settings_ck_ml_settings_singleton
    ck_post_ck_post_translation_override
    ck_tag_ck_tag_fandom_requires_character

The workflow repair added last commit is still correct and still needed —
autogenerate really does re-double a name on the round trip — but it was
making the MODELS side clean against a chain that is dirty. The
comment in ml_settings.py claiming its bare name "matches migration 0003"
was simply false; 0003 produces the doubled form.

Nothing reads a CHECK constraint by name, so this has never done harm.
But it is precisely the development-era residue the collapsed baseline
exists to leave behind, and a public schema should not ship it — so 0088
renames the deployed constraints and all six models now declare bare
names. RENAME CONSTRAINT is catalog-only: no scan, no rewrite, no
revalidation, which is why this is safe on post and tag. Guarded on
pg_constraint scoped by conrelid, so it is a no-op on a database built
from the models.

ix_tag_fandom_id showed as a difference only because chain_ref was pinned
to 0a5bbe8, which predates 0088 — the comparison was measuring the models
against a chain missing the migration that closes the gap. chain_ref now
defaults to blank, meaning "the chain in this ref". Pin it to a commit
only after the collapse, when the tree no longer carries the revisions.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017QHszn9H8VBvx5Ke8x1hvw
2026-08-31 00:29:57 -04:00
bvandeusen 5e1996e77f db: reconcile the models with the deployed schema (#3275)
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Milestone 328's acceptance test compared a database built by the real
0001..0087 chain against one built from the models, and found ~130
places where they disagree. This closes them.

Almost all were the MODEL being wrong, so almost all of this is model
edits with no DDL — the database already had these things, nothing in it
changes, and no deploy is needed for this part:

* 92 columns gained server_default. The models carried Python-side
  `default=` only, so the ORM filled the value and the column had no
  database default. Anything inserting outside the ORM behaved
  differently from production.

* Eleven indexes that existed only in migrations are now declared:
  the three backup_run reporting indexes, the two date-ordered
  image_record browse indexes, import_task and presentation_review,
  and the three task_run history indexes. All use text() for their DESC
  ordering and postgresql_where for the partial one.

* Two UNIQUE indexes that autogenerate silently proposed DROPPING,
  because neither is expressible as a UniqueConstraint:
    uq_tag_name_kind_fandom  — an EXPRESSION index over
                               (name, kind, COALESCE(fandom_id, 0))
    uq_post_artist_external_id_null_source — PARTIAL, WHERE source_id
                               IS NULL
  post.py already had a comment describing the second one. The comment
  was right; nothing declared it.

* The two external_link enum CHECKs (host, status) — rule 36 territory,
  and absent from the model entirely.

* Two indexes were named explicitly. A bare index=True generated
  ix_tag_alias_canonical_tag_id where the database has
  ix_tag_alias_canonical, so autogenerate proposed a drop+create of an
  index that was already there under another name. Same for
  tag_suggestion_rejection.

Only ONE thing needed DDL, as 0088: tag.fandom_id is declared
index=True but no migration ever created that index.

Deliberately NOT here: image_record.sha256. The model says unique=True;
0001 created a plain index. Duplicates are possible today and the ORM
believes otherwise. The fix depends on whether duplicates already exist
— if they do, that is a dedupe decision, not a constraint — so it waits
on an answer about live data.

The real severity of #3275 is not the squash. It is that --autogenerate
has been unsafe on this project: run against the old models it would
have proposed dropping eleven indexes and two uniqueness guarantees.
2026-08-30 14:42:30 -04:00
bvandeusenandClaude Opus 4.8 aea2701c28 feat(translation): tunable acceptance floor (0.90) + per-post sticky override (#155)
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The gate at a fixed 0.80 couldn't catch the real pain: Interpreter (fresh ==
cached, verified by probe) confidently mis-detects short ASCII English like
"... WIP Part 1" as German at 0.86 — above the floor — so it was accepted and a
re-translate reproduced it. Confidence alone can't separate the 0.86 collision
(genuine German lands there too), and single-word mis-flags sit at a confident
1.0 no floor catches.

Two operator-approved levers:

- Acceptance floor is now a live Settings value (ImportSettings.
  translation_min_confidence, default 0.90; surfaced in the Translation card), so
  it's tunable without a redeploy. _accept takes the threshold as a parameter.

- Per-post sticky override (Post.translation_override: auto/force/original).
  'force' stores a translation even below the floor (rescue a skipped
  legit-foreign title); 'original' keeps the original and clears any stored
  translation (kill a confident mis-flag no floor catches). The sweep honors it
  on every run and _reset_translations skips 'original', so the choice survives a
  Re-translate-all. POST /api/posts/<id>/translation-override applies it
  immediately (translate now when the service is up, else queue for the sweep).
  UI: PostTranslationControl on the posts-feed card.

Migration 0084 (both columns + a CHECK on the override). The feed + provenance
serializers expose translation_override.

With a stricter floor the rollback finally works: raise it -> Re-translate all ->
the 0.86 mis-flags are rejected and restored to the original; force /
keep-original handle the residual either way.

Tests: gate thresholds against the param (0.86 rejected at 0.90, explicit-floor
cases); sweep force/original + re-translate-skips-original; override endpoint
(validation, original clears, force queues when disabled, feed exposes it);
settings min_confidence default/save/validate.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy
2026-07-10 22:38:25 -04:00
bvandeusenandClaude Opus 4.8 a3bc98a53c feat(translation): Post translation columns + settings + migration (#143 step 1)
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Post gains post_title_translated / description_translated / translated_source_lang
/ translation_engine_version / translated_at — filled by the translate sweep so
viewing is instant. ImportSettings gains translation_enabled (OFF by default),
interpreter_base_url (EMPTY — no default host; the operator points it at their own
Interpreter proxy behind a reverse proxy) and translation_target_lang (en),
exposed + validated via /settings/import. Migration 0083. Settings defaults +
patch + validation test.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
2026-07-07 12:20:31 -04:00
bvandeusen 2f66de2928 feat(model): nullable Post.source_id + denormalized Post.artist_id; retire sidecar synthetics
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Operator-asked 2026-06-01 after the Dymkens orphan investigation
(Scribe plan #540). The pre-2030 sidecar-synthetic Source pattern
(`sidecar:<platform>:<slug>` enabled=false rows) existed solely to
satisfy `Post.source_id NOT NULL`, and leaked into the Subscriptions
UI as phantom subscriptions. Now the data model says what's true:
filesystem-imported content with no live subscription has NULL
source_id, full stop.

## Schema (alembic 0030)

- `post.artist_id` — NEW NOT NULL FK to artist (CASCADE). Backfilled
  from source.artist_id in the migration. Indexed for the artist-filter
  queries.
- `post.source_id` — NOT NULL → nullable; FK ondelete CASCADE → SET
  NULL. Deleting a Source detaches its Posts instead of destroying
  archived content (subscription ends, archive stays).
- `image_provenance.source_id` — same nullable + SET NULL.
- Partial unique index `uq_post_artist_external_id_null_source` on
  (artist_id, external_post_id) WHERE source_id IS NULL — guards
  filesystem-import dedup since the existing source-bound unique
  ignores NULLs (Postgres treats NULL != NULL).
- Sidecar synthetic Sources deleted: NULL out FKs in post,
  image_provenance first, then DELETE FROM source WHERE url LIKE
  'sidecar:%'. The Dymkens cleanup.

## Model + service changes

- `Post.source_id` → `Mapped[int | None]`; new `Post.artist_id`
  denormalized.
- `ImageProvenance.source_id` → `Mapped[int | None]`.
- Importer: `_source_for_sidecar` (synthetic-creating) →
  `_lookup_source_for_sidecar` (returns None when no subscription).
  `_find_or_create_post` takes required `artist_id`; matches on
  (source_id, external_post_id) for source-bound posts or
  (artist_id, external_post_id) for NULL-source posts.
- Service queries switched off the Source detour to use Post.artist_id
  directly: post_feed_service.scroll/around/get_post (LEFT JOIN to
  Source so NULL-source posts surface); artist_service date_row/
  activity/post_count; provenance_service.for_image/for_post (LEFT
  JOIN); gallery_service._provenance_exists_where_artist via
  Post.artist_id instead of ImageProvenance.source_id → Source.
- `_to_dict` and provenance dict-builders emit `"source": null` for
  NULL-source rows.

## Frontend

- `ProvenancePanel.vue` + `PostCard.vue`: render `e.source?.platform
  ?? 'filesystem import'` so NULL-source posts get a clear
  "filesystem import" affordance instead of a NaN crash.

## Tests

- `test_importer_upsert_helpers`: removed the four synthetic-anchor
  tests; added `_find_or_create_post_idempotent_with_null_source`
  (dedup via the partial unique index) and
  `_lookup_source_for_sidecar_returns_*` (existing-subscription +
  none cases). The existing `_find_or_create_post_idempotent` now
  also passes `artist_id` and asserts it.
- 8 other test files updated: every direct `Post(...)` construction
  gains `artist_id=<artist>.id`. The `_seed_post` helper in
  `test_post_feed_service` looks up artist_id from the source row so
  callsites stay one-arg.

## Verification on deploy

After alembic 0030 runs:
- `SELECT COUNT(*) FROM source WHERE url LIKE 'sidecar:%'` → 0.
- `SELECT COUNT(*) FROM post WHERE source_id IS NULL` → count of
  filesystem-imported posts (Dymkens + any other historical).
- Every `post.artist_id` non-null; consistent with source.artist_id
  for source-bound rows.
- Subscriptions tab: no Dymkens phantom row.
- Artist detail → Posts/Gallery: Dymkens's content still reachable
  via Post.artist_id.
- Provenance panel renders "filesystem import" chip for NULL-source
  posts; PostCard same.

## Out of scope

- UI to manage/delete orphan NULL-source Posts. Data model is right;
  UI follows if operator wants it.
2026-06-01 14:17:52 -04:00
bvandeusenandClaude Opus 4.7 15dac50367 feat(post): add nullable description + attachment_count (migration 0007)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-18 09:38:43 -04:00
bvandeusenandClaude Opus 4.7 d6a156dcd2 feat: define unified schema (Artist, Source, Post, ImageRecord, etc.) and initial migration
Implements the data model from spec §3 in one go so FC-2/FC-3 don't need
schema-adding migrations of their own. Artist is the unified entity for
both gallery 'artist:' tags and GallerySubscriber Subscriptions
(is_subscription flag). ImageProvenance is many-to-one, enabling the
enrich-on-duplicate rule for downloaded content that pHash-matches an
existing record.

The SigLIP embedding column uses pgvector(1152) for SigLIP-so400m;
swapping models in FC-2 will require a column-width migration.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-14 07:34:29 -04:00