Commit Graph
5 Commits
Author SHA1 Message Date
Vito 39877202b2 feat(ingestion): one prompt decision for scan and monitor; scans link each dataset branch's own prompt (#247, PR 1) (#422)
* feat(inspector): use recorded run history when the graph alone can't name the prompt (#386)

When a file's own graph leaves the prompt open, both inspect routes ask
recorded run history about the file (one run reported it and it was written
during that run). The save node that run reported it from anchors the walk
like a file-name match, so dataset branches that share one saver prefix
show their own prompt, labelled "Recorded run". Still open at one sampler
whose PromptManager text was recorded at execution (a language model's
output), the recorded text shows as "Execution recorded". Results the file
resolves alone never change; a failed lookup judges the file alone.

* fix(inspector): recorded texts follow history's saver; conflicts anchor nothing (#386)

Review follow-ups: the texts PromptManager recorded are looked up at the
sampler history's saver leads to, never at a sampler the unanchored walk
named; a file name naming a different saver than history anchors nothing;
outputs and texts are read in one transaction; "Recorded run" ranks below
every workflow-inferred source; unexpected lookup errors log at error level.

* fix(history): look up recorded runs by history's own spelling of the file (#386)

The history route inspects a case-normalized target on Windows, while
history matches file names exactly, so the occurrence's reference names
the file.

* refactor(inspector): share the inspector's resolve as inspection_resolution

inspect_prompt_evidence now calls inspection_resolution, which returns the
resolution to use, the anchored result and whether the recorded saver chose
it. Ingestion can call the same helper for files the default profile cannot
decide (#247).

* feat(ingestion): one per-file prompt decision for the scan and the monitor

utils/file_prompt.py holds decide_file_prompt, the ladder the output scan
runs today plus the inspector's rule (inspection profile, then the recorded
saver) before the legacy parser, with a SCAN and a MONITOR policy. Junk
text (blank, numbers, LoRA tags only, model file names) is never stored.
graph_prompt_text and parse_comfyui_prompt move here; the parser accepts
parsed metadata (#247).

* feat(ingestion): store a file's prompt in one transaction, one prompt per file

database/scanned_prompts.py links a file to the prompt of one text, creating
it when new, inside one BEGIN IMMEDIATE transaction: a file linked to
another prompt is a conflict, a failed link leaves no prompt behind and two
writers store one prompt. pair_ingestion gains file_link_rows,
link_conflict and Marks/mark_created; ingest_resolved_pair takes optional
marks for the components it creates. recorded_runs and named_prompt in
run_attribution become public (#247).

* feat(scan): decide each scanned file with the shared ladder (#247)

_ingest_scanned_file calls decide_file_prompt (scan policy) and stores the
result: pairs through ingest_resolved_pair and positives through
store_scanned_prompt, both with the scan marks. Files the default profile
leaves undecided now get the inspector's resolve, with the saver recorded
history names, before the legacy parser, so each branch of a shared-prefix
dataset run links its own prompt. Junk text is never stored, a file linked
to another prompt is a conflict instead of a second link, and a failed link
leaves no prompt behind. _BatchHistory reads the stored prompt and the
recorded saver from one recorded_runs pass. _parse_comfyui_prompt calls the
moved parse_comfyui_prompt. TESTING.md documents the decision.

* fix(ingestion): keep the file-name saver anchor out of the ladder (#390)

The #390 ruling queues a file that only its saver's file name resolves for
Needs review, never linking it. inspection_resolution gains name_anchor;
the ladder passes False, so such a file falls to the legacy floor in the
scan (and to Needs review) and is never stored by the monitor, while the
recorded saver still decides. The inspector keeps the name anchor.

* fix(ingestion): no joined PromptManager text from the legacy floor; junk keeps its step's status

The legacy parser returns prepend + text + append, so its answer is refused
when a PromptManager-family node has a prepend or append part (#343). Junk
found at the undecided-graph step keeps that step's unlinked status and
review, so an ambiguous file is still queued for Needs review. The monitor
policy's ambiguous file no longer asks for the recorded run, and the file
size may be read lazily.

* fix(ingestion): keep the legacy answer that is a PromptManager node's own text

The joined-text refusal also refused the #170 parity files whose
PromptManager prepend is a link the browser parser does not follow: its
answer is then the node's literal text, which is what the node stores.
Refuse only an answer that is not such a node's own text.

* fix(scan): one prompt per file for recorded-run links; writes survive a library move

The recorded run's stored prompt now links in one transaction with the file's
link rows, so a file linked to another prompt is a conflict instead of a
second link. The scan's stores run through survive_library_switch. A single
file asks history once (a one-file _BatchHistory), the scan passes
in_output=False and reads the file size only for files with prompt
metadata. A conflict row reads "Kept: already linked to a different
prompt". TESTING.md records the rules.

* fix(ingestion): match a file's link rows under its resolved spelling too

The scan stores realpath spellings and the monitor the watcher's raw path,
so a file reached through a symlinked or junction output folder could get a
second generated_images row. file_link_rows now queries the path and its
realpath (each normalized and raw) and dedupes by row id. TESTING.md notes
the reverse order is matched only when the raw spelling is the realpath.

* fix(ingestion): a switched-off PromptManager node behind a pass-through stores nothing (#90)

The #90 graph walk follows only prompt-like inputs, so a PromptManagerText
with Save to library off reaching the encoder through another input name
(easy showAnything.anything, a custom node's value) was invisible to it,
and the inspector's resolve stored its text. The ladder now checks the
positive every step names: a resolved or inspected positive whose path
passes a node that is off, or a legacy answer that is such a node's own
text, makes the file not_saved.

* fix(ingestion): any switched-off node upstream of a positive stores nothing (#90)

The ladder walks every input upstream of each sampler or guider positive
(not negative, model, clip, latent or image inputs) for PromptManager nodes
whose Save to library is off or wired from an unreadable node, so the
sampler-less step, an off node with a prepend part and a PromptManagerPair
behind a pass-through no longer store its text. The legacy-floor guard reads
a node's resolved text. Every guard reports not_saved for a switch that is
off and not_saved_wired for one it cannot read.

* fix(ingestion): the switch walk skips negative inputs by #90's own rule

The upstream walk treated only names containing "negative" as negative, so
an off node on a neg, neg_text or text_neg input blocked an enabled
positive. prompt_graph gains is_negative_input (the _NEGATIVE_KEY rule, also
used by follows_input) and the walk uses it. The guards accept a node with
null inputs and a side whose provenance is not an object.

* fix(ingestion): the switch walk also skips any input named with "negative"

#90's rule matches only whole underscore-separated words, so negative2,
negativeprompt and NegativePrompt counted as positive inputs and an off
node wired only to one of them blocked the file. The walk skips those too;
follows_input is unchanged.
2026-10-28 20:45:15 +00:00
Vito 534c95248a fix(review): anchor files on their saver in the scan and Needs review (#390) (#414)
* fix(review): anchor files on their saver in the scan and Needs review (#390)

The scan and Apply now resolve with the file's name, as the workspace
inspector does since #383, so the one saver whose filename_prefix names
the file anchors its branch. A file whose branch that anchor resolves is
never queued (from the inspection profile it offers no choice; a
default-ambiguous file asks saver_anchored) and its pending, undecided
items leave on the next scan. REVIEW_RULE_VERSION is folded into
inspection item versions so old items are re-evaluated. No match, several
matches or an unfinished walk anchor nothing. Apply refuses a choice the
anchor contradicts.

* fix(review): refuse a default choice the saver anchor contradicts (#390)

Apply re-resolves a default item with the file's name: when its saver
anchors the branch, no candidate is offered and the choice is refused.
The scan's anchor check skips bytes carrying a decision and remembers
unanchored file states per process, so a rescan does not inspect an
unchanged file again.

* fix(review): queue an anchored file with its saver's pair as the choice (#390)

Maintainer ruling: a file never falls through both the link and the
queue. When only the saver anchor resolves a file the default profile and
the parser floor leave unlinked, the scan queues it with the anchor's pair
as its one candidate (evidence anchor: saver), never linking it. Files
already linked or resolved by the default path are unchanged. Apply
accepts the anchored pair when the bytes now resolve to it, and an
anchored item is a choice the untraced settle keeps.

* fix(review): upgrade old default items of anchored files, tag anchored results (#390)

A pending default item recorded before the saver anchor no longer
shortcuts the rescan when only the anchor resolves the file: the
anchored item supersedes it. Apply accepts a resolved re-resolution only
when it is tagged as the saver anchor's, the anchored pair must carry a
positive text to choose, and limited anchored evidence still counts as a
choice. TESTING.md describes the ruling.
2026-10-28 07:22:48 +00:00
Vito 50703c960a feat(review): offer inspection-profile choices for untraceable batches (#312)
* feat(review): offer inspection-profile choices for untraceable batches

Qwen image-edit batches run several KSamplers, each with its own
TextEncodeQwenImageEdit prompt, all saved under one prefix. The scan's
default profile knows neither the encoder nor the string nodes, so every
candidate was unresolved and the files left Needs review as "could not be
traced", although the inspection profile resolves every text.

When the default profile is ambiguous without a choice and nothing links
the file, the scan now resolves it with the inspection profile and, with at
least two choosable candidates, queues the item from that evidence. The
evidence records profile "inspection" and the semantics table version
(SHA-256 of its canonical JSON); the item's resolver_version folds the
profile, RESOLVER_VERSION and the table version, so a table change is
handled like a resolver change (I2). Apply re-resolves the capture with the
recorded profile, re-checks the chosen candidate hash and links through the
compatible-only ingestion. The inspection profile never links on its own,
ingestion keeps the default profile, and the live monitor never queues.

* feat(review): supersede stale items and inspect each file state once

A semantics table or resolver version change no longer leaves two pending
items for one file. A new item supersedes the other items of the same bytes
when every one is pending and undecided (revision 0, no decision row, the
self-heal's safe delete). Beside a decided or advanced item nothing new is
stored, and the rescan's stat shortcut skips those bytes under any version.

The inspection item version now folds a narrower fingerprint: the table
restricted to the graph's node classes plus its class-independent parts, so
an edit about other classes leaves every item alone.

The inspection profile runs once per file state. The scan resolves the
untraced file at batch level, skips files already queued or decided at their
current size and mtime under their version, and remembers files it found
untraced in this process. The capture reuses the scan's result when it holds
the same records.

* feat(review): contain inspection failures, version the inspection resolver

Final-review fixes for the inspection-profile review choices.

- An inspection failure on one file is logged, counted in review_errors and
  reported unresolved; the scan goes on.
- INSPECTION_RESOLVER_VERSION and the inspection profile's budgets are folded
  into the item version, so an inspection-only resolver change re-inspects
  and supersedes the item. An older version's pending, undecided item of
  bytes now untraced leaves the queue, so an item never stays stuck at 409.
- Fingerprint tests: an edit of the encoder's own entry moves the version,
  an unused dict-keyed class leaves it.
- The untraced memory is a plain dict of 16-byte digests (8.6 MiB measured
  at its 65,536-entry cap).
- Only scans add items: the monitor's pass records nothing and only clears
  the items of outputs it links. Tests and the browser review fixture
  record through the scan's recorder.
- record_review_item documents the byte-record refresh it commits when it
  refuses a new item.

* fix(review): an unusable semantics table never retires recorded items
2026-10-23 18:07:14 -07:00
Vito 6505d339aa feat(system): thumbnails on Activity (#311)
* feat(system): run thumbnail generation as an Activity job

GET /prompt_manager/images/thumbnails/plan counts what a run would do
(targets, fresh, remaining past the cap, source labels) and writes
nothing. POST /prompt_manager/jobs/thumbnails {mode, size, quality}
starts the "thumbnails" job: admission guarded, cancellable at a file
boundary, outcome groups generated / skipped / errors. size is the
longest edge (128-2048), quality the encoder, and rebuild writes fresh
previews again through the same atomic rename, so a failed file keeps
its old preview and originals are only read.

The legacy gallery stream now starts or attaches to the same job and
streams its unchanged frames. A client that goes away no longer stops
the work; the gallery's Cancel asks the server to cancel the job.

* feat(activity): per-kind job descriptors

One descriptor table (activity-kinds.mjs) decides each job kind's pill
verb, toasts, line, tiles, outcomes, openable rows and labels; the
store re-exports it. The scan and image tagging views are unchanged.
A thumbnail job counts Generated, Skipped and Errors, reads
"Generating thumbnails" in the pill and "Thumbnails finished · N
generated · M errors" when it ends.

Any other kind (the health check, a held legacy-page operation) gets
the generic descriptor with no tiles and no Results, instead of the
scan's zero tiles. A running job without a known total shows an
indeterminate progress bar and no percentage, and only a job the
server can cancel shows Cancel.

* feat(system): review and start thumbnail jobs

Sources' Thumbnail generation -> Review options and Overview's Review
thumbnails open the concept's Thumbnail maintenance dialog: scope, quality
(preselected from Image loading quality) and preview size limit, a plan
line from the read-only thumbnail plan (D99) and Start, which starts the
thumbnails Activity job and opens it. A size outside 128-2048 requests
nothing; a refused start shows the busy link toast.

* fix(system): thumbnail job review fixes (#249 S5)

- The legacy stream's first frame is job {id, started}, sent after the
  subscription so no runner frame is missed; it reads the registry after
  prepare, so a job started in that gap is attached to, not refused.
- Every exit sets a truthful final status line; nothing to do never
  reads "Processing file 0 of 0".
- Cancel is checked per file during the planning walk; a job cancelled
  there publishes no start frame.
- The ffmpeg fallback keeps the chosen quality (-q:v) and the aspect
  ratio; the placeholder uses the chosen JPEG settings.
- A locked preview on Windows reads "Preview in use by another program;
  the old one was kept", not the raw WinError.
- Thumbnail work no longer defers the monitor's Needs review recording:
  it writes previews only, never records.
- The disconnect test now proves the job outlives its stream (one worker,
  9 files, three batches); the attach test waits on an event.

* fix(gallery): cancel the stream's own thumbnail job by id

The settings panel and the startup dialog cancel the job named by the
stream's job frame, and only one their stream started. A Cancel before
the frame waits for it, a double Cancel posts once, and a job another
tab or System started keeps running. The startup dialog now settles on
Cancel instead of staying on "Cancelling...".

* fix(activity): indeterminate pill bar and the nothing-to-do line

The pill's mini bar sweeps while a job's total is unknown instead of
showing an empty fill. A finished thumbnail job with nothing to do shows
the server's final line. Coverage floors raised for gallery.js and
activity.mjs.
2026-10-23 16:58:06 -07:00
Vito 3f11ea6168 feat(annotations): Needs review queue backend (#284)
* feat(review): add review queue schema with restore validation

Add the Needs review schema group (media_review_metadata,
media_review_items, media_review_decisions) beside the image annotation
group it cites. review_schema_error validates the catalog, columns,
foreign keys, row values and canonical 8 MiB evidence read-only;
migrate_review_state installs it in a SAVEPOINT after the annotation
group, and verify_database_file requires it under require_library_state.
A review group without a valid annotation group is refused. Decisions
null their pair and image navigation through indexes when those are
deleted. Old backups and annotation-era backups restore and gain the
group; browser fixtures clear the new tables on reset.

* feat(review): persist ambiguous sampler evidence from scans and new outputs

The output scan and the live monitor now queue every file the ingestion
resolver finds ambiguous for Needs review. The file is captured, its metadata
is read again from the capture and resolved with the default profile, and only
an ambiguous result is stored, bound to the capture's annotation byte record
and fenced by its storage epoch. Evidence holds one hashed projection per
selectable candidate; none, more than 16 or over 8 MiB is a limited item.
Recording is idempotent per bytes and evidence and never touches a decision.

Scan statuses, counters, outcome rows and legacy SSE events are unchanged; the
job scope gains review_items/review_errors and the log a Needs review line.
The monitor records after its fallback link, best effort.

* feat(review): explicit association decisions with compatible linking

Needs review gains its queue reads and decisions:

- GET /prompt_manager/review/items lists pending items oldest first with
  the exact pending total and an HMAC keyset cursor bound to the storage
  epoch and the review index revision.
- GET /prompt_manager/review/items/{id} adds the candidates (role texts,
  label, selectability), the dependency fingerprint and the digest.
- POST /prompt_manager/review/items/{id}/decision applies a candidate only
  for a capture of the item's bytes that the current file still hashes to
  and whose evidence is unchanged, through the ingester's compatible-only
  rules in the same transaction as the decision row; a conflict writes
  nothing. Leave unresolved records the decision and links nothing.

ingest_resolved_pair keeps its contract; its body moves into
_ingest_resolved_pair_in, which runs in the caller's transaction.

Items keep the file's recorded spelling so targets keep their case on
Windows, and a rescan skips the copy and hash of a file whose size and
mtime match the bytes an item already cites.

* fix(review): build the spelling validation test from native paths

On Windows the locator is case-folded and uses backslashes, so the fixed
POSIX pair /out/a.png no longer folded to itself and the new spelling
check refused the good case. The test now spells a mixed-case native path
and folds it with os.path.normcase, and also refuses a locator of another
file.

* fix(review): Apply sees the file under every spelling and rechecks only its choice

Apply now finds the legacy rows of the same physical file however its root
is reached. The roots are real paths while the monitor links under the
directory it watches, so a symlinked or junctioned root, subst or a mapped
drive used to hide the monitor's row and Apply added a second, differently
linked row. Same-name rows are resolved to their physical identity
(normcase(realpath), else samefile); the dependency fingerprint covers all
of them, two rows refuse the choice, one row is enriched under the
ingester's compatible-only rules, and a same-name row the request did not
classify is a changed association.

Apply re-verifies only what the decision depends on: the bytes are still
ambiguous and still offer the chosen candidate. A resolver change that
rewords the reason or reorders candidates leaves pending items applicable.
The resolver version is one constant in prompt_pair_resolver, shared by
ingestion provenance and Needs review.

The transaction's byte check receives the re-hashed digest (or the body's
for Leave unresolved), every Apply refusal branch is tested with zero
writes, and the root listing and realpath calls run on a worker thread.

* fix(review): validate stored review evidence once per startup

Startup used to run the full review validation twice (the early guard and
the install) and the annotation group's row checks inside each, so every
evidence document was parsed and re-encoded twice. The early guard is now
catalog-only (a review group without annotation tables), and the install
validates the group once, trusting the annotation group it has just
validated. The evidence predicate no longer pattern-scans every document in
SQL, because the streamed canonical pass proves it, and the codec is built
once.

Measured on a database with 40,000 items of 4 KiB evidence: startup open
went from 7.7 s to 2.5 s. A test pins one evidence pass per reopen.
Restore and verify_database_file keep the full validation.

* fix(review): keep one capture worker for interactive requests

Needs review recording from the scan and the monitor shared the capture
store's two workers with the Tag dialog and Apply, so a busy scan could
answer a user's preview or decision with "Too many previews are open".
Background captures now never take the last worker or capture slot, and
wait up to two seconds for room before counting the file as not added.
Interactive captures are admitted or refused at once, as before.

* fix(review): refresh the recorded spelling when a file is seen under a new one

A case-only rename on Windows or macOS keeps size and mtime_ns, so the
rescan skipped the file and the item kept the old spelling. Its target was
then formatted from a name the directory no longer lists, the capture
refused it, and the item stayed pending with no way to apply it. The skip
path and a duplicate insert now record the current spelling for every item
at the locator and move the review index revision; item revisions do not
change, so an open decision stays valid. Tested under case-folding
semantics on every platform.

* fix(review): final capture store close and recoverable stale cursors

Closing the capture store at shutdown now runs under the store lock and is
final: a monitor recording or scan batch still in flight gets a capture
error instead of creating a new temp directory and restore subscription
after the cleanup.

A well-formed queue cursor this process cannot verify (opened before a
ComfyUI restart, whose cursor secret is per process) now answers 409
review-conflict with the current total, like any other stale page, instead
of an uncoded 400. Malformed cursors stay 400.

* fix(review): make only the shutdown cleanup final

The previous commit made every close of the capture store final, which
also refused the explicit closes that swap in a fresh store. Only the host's
on_cleanup hook is final now; an observe after it answers a coded capture
error instead of an unhandled 500.

* refactor(admin): move Needs review recording into its own mixin

_record_scanned_review, _record_review_sync, record_review_file and
_log_review_items move unchanged from py/api/admin.py to
py/api/review_recording.py (ReviewRecordingMixin), keeping admin.py from
growing further past the size ceiling. No behaviour change.

* fix(review): record the review fix round and the skip's residual risks in TESTING.md

The Needs review paragraphs now state the rescan skip's residual risks (an
in-place rewrite that keeps size and mtime_ns is never re-queued; a deleted
or moved file leaves its pending item counted), the physical identity rule
for Apply, the candidate-only recheck and shared resolver version, the
spelling refresh, background capture admission, the final shutdown close,
the stale-cursor answer and the measured startup validation cost.

* fix(review): refuse monitor recording beside record-changing jobs

System S1 (#289) gives every record change a registry admission class. The
scan already records Needs review items under its own records job. The
monitor's recording lasts one file and is not a job, so it now checks the
records admission: while a records or guarded job or hold runs it records
nothing, logs that the file waits for the next scan, and answers deferred.
The fallback link stands and the next "new" scan reads the ambiguous file
again, because a fallback link is not a resolved one.

JobRegistry.blocker and active iterate a snapshot of the jobs, since the
monitor's worker thread now asks them too.

* test(backup): wait for the restore, not a 5 s timer, in the thread test

test_database_is_usable_from_every_thread_after_restore let its worker
wait 5 s for the restore. On a stalled Windows runner (py3.11, where the
previous restore test also took 25 s instead of 0.3 s) the restore took
longer, the wait timed out, and the worker read the old database before
the restore ran. The worker now waits for the event under a 120 s bound
that only a hung test reaches, reports a timeout as an error, and the
main thread releases it even when the restore raises. With a restore
delayed by 6 s the old test fails and the new one passes.

* fix(review): store non-finite evidence as null and count pending items

canonical_evidence now follows main's non-finite policy (#303): NaN and
±Infinity are written as null instead of raising, so a NaN-stamped graph
never turns a review item limited. The System Overview reports the review
queue's pending total in needs_review.pending, read in the same snapshot
as the Library counts.

* fix(review): show the pending count on the System Overview review row

The Overview's review row now reads "N ambiguous image links" with the
concept's line, from needs_review.pending. Its Review metadata action
stays aria-disabled until the Needs review page ships. The system specs
and their concept comparison follow the real count.

* fix(system): answer the Overview and Statistics only after every read ended

asyncio.gather answered at the first failed read while its sibling
executor reads were still inside SQLite. In the suite the test teardown
then deleted the database under the running read, and py3.10 on Ubuntu
segfaulted in get_statistics (test_statistics_failure_is_an_error_envelope).
Both routes now wait for all their reads before answering.

* fix(review): queue only ambiguous files that nothing links, and heal the queue

The maintainer's live scan (19,908 files, scope "new") reported 4,677 files
under Needs review, but the queue held 10,232 items: every file the strict
resolver found ambiguous was queued, including the ones the legacy
browser-parser fallback then linked (all sampled "added" rows) and the ones
already linked to a known prompt (135 of 200 sampled "known" rows).

A file is now queued only when its final outcome is ambiguous and unlinked:
the resolver finds it ambiguous, the fallback links nothing and no saved row
links it already. An ambiguous file that a saved row links is reported as
unchanged ("Already linked to its prompt"), not as Needs review.

The queue heals itself. After each batch, the scan removes the pending items
of every listed file (read, or skipped as known) that a saved row now links.
The monitor does the same for each ambiguous output it links, and never
queues one. Only an undecided item is removed (pending, revision 0, no
decision row), so a decision is never deleted or changed and the schema
needs no new state.

The scan job's scope.review_items now counts this scan's files that are in
the pending queue after it, new or already there, so it agrees with the
review group's ambiguous rows and with the queue total. review_added and
review_settled are new, and the log gains "already in Needs review" and
"left Needs review · now linked" lines. A duplicate whose item is decided is
reported as "decided" and is not counted.

* fix(review): never queue an ambiguous file with nothing to choose

The maintainer's live queue held 39 items whose candidates all read
"unresolved" ("No positive / No negative"). An ambiguous result is now
reviewable only when at least two candidates are resolved with non-blank
positive text. With none the file could not be traced; with exactly one,
the untraced branches may still have made the file, so that text is not
certain either. Both are reported unresolved, never linked and never
queued (also the A1111 two-delimiter case, which has no candidates).

A rescan removes the pending items of such files whose own evidence
offers no choice, with the same safe delete as the linked settle
(pending, revision 0, no decision row). A limited item (over 16 candidates) that holds at least two
candidates is kept. The job scope gains review_untraced and the log
"= N images left Needs review · nothing to choose".

* test(scan): pin only the per-source scope keys beside the review counters

* test(system): match the scan scope keys beside the review counters
2026-10-23 14:19:11 -07:00