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Author SHA1 Message Date
Vito Sansevero 5a9971784c fix(images): keep the 3.10-3.13 suffix rule in the scandir walk and harden the warm-up (#348)
Review of the walk speedup:
- os.path.splitext drops names like ..png that Path.suffix listed on Python
  3.10-3.13 (3.14 changed Path.suffix, which hid it from the parity test on
  a 3.14 venv). _name_suffix spells out the 3.10-3.13 rule; the test now
  asserts ..png and ...webp are listed and g. is not.
- _warm_workspace reads the roots inside its try, so a failing
  _get_all_output_dirs warns instead of leaving an unretrieved task error.
- The folder_sets fallback test now takes the fallback (a Windows case
  mismatch); the coalescing test pins the walk count.
2026-10-26 11:23:41 -07:00
Vito Sansevero 3dd45c0efd test(browser): accept KB or MB for the picked safety backup's size
The restore preview showed '2.5 MB' for the test server's database copy in a
CI coverage shard: its size depends on what earlier tests on that server
wrote, and the formatter switches to MB at 1 MiB.
2026-10-26 10:44:02 -07:00
Vito Sansevero a320acc41b perf(images): start a stale listing's refresh walk a second after the read (#348)
After the faster walk, a read that found the listing stale still took
0.5-1.0 s against 0.07 s: it was served from the old listing but ran beside
the refresh walk it had just started, sharing the GIL. The refresh now starts
REFRESH_DELAY (1 s) after that read through a per-root rewalk_handle, so the
page's own requests finish first. One pending refresh per root and none while
a walk runs; any walk start (a cold read, Rescan, the warm-up) cancels a
pending one; on_cleanup cancels them before its first await.
2026-10-26 10:34:05 -07:00
Vito Sansevero b7b99004c7 perf(images): build the workspace caches behind the warm-up and changed walks (#348)
The live test after the faster walk still took 2.9-5.2 s for the first
Images open after a restart. py-spy showed the walk was now small; the time
went to the workspace's own caches, cold after a restart and built by three
parallel first requests at once: the favorites listing (Path.relative_to per
file), the per-file values and newest order, and the prompt-link read.

- Once the host's startup warm-up has run, a stored walk that changed a
  listing schedules one executor job that builds what a first page reads,
  through the request path itself (_select_workspace_page with the default
  filters, then _workspace_favorite_paths). A walk stored during a build
  asks for one more build; an unchanged walk (same list kept) builds
  nothing; a failed build only warns; on_cleanup stops it. Servers that
  never ran the warm-up (the test servers) start no build.
- _favorite_listing slices the path strings as _listed does, falling back
  to relative_to for a path outside the root string.
2026-10-26 10:14:31 -07:00
Vito Sansevero 168af0d868 perf(images): walk the output with scandir entries and build folders from strings (#348)
The live test showed a read during a background refresh taking 2.2 s instead
of 0.07 s: the walk held the GIL for about 2 s in the server. py-spy split
that walk into two halves: Path.relative_to per file in folder_sets, and
Path.stat + Path.is_symlink + Path joins per file in the scan.

- _walk_media visits folders in os.walk's order with os.scandir entries:
  the file type comes from the listing (no lstat per file) and the mtime
  from entry.stat (one call, none on Windows). _iter_media_files is now a
  thin wrapper, so its other caller is unchanged.
- folder_sets slices the path strings (in the path flavour's separator)
  instead of calling relative_to, falling back to it for a path that does
  not start with the root string.

On the maintainer's 19,935-file output folder: scan 0.386 s -> 0.112 s,
folder sets 0.452 s -> 0.007 s, both results identical to the previous code.
A reference copy of the os.walk version checks order, filters, the depth
cap, symlinks and the file cap.
2026-10-26 09:57:33 -07:00
Vito Sansevero 19097ed6e1 test(browser): poll the import review's rows instead of reading them once
gridOf reads the dialog's rows once; right after the click the review may
not have rendered them yet (firefox CI: received undefined).
2026-10-26 08:27:30 -07:00
Vito Sansevero 476b1f73dc test(images): let the settle loops yield so a finished walk leaves the set (#348)
On CI (ubuntu and macOS py3.12) the runner's watchdog dumped
test_a_root_that_recovers_warns_again_on_its_next_failure spinning in
_settle: asyncio.gather over tasks that are already done returns without
yielding, so the set's discard callback, queued when the walk finished,
never ran and the loop never ended (wait_for could not fire either).
Delaying discard by one loop turn reproduces it locally; both settle
loops now yield one turn after each gather.
2026-10-26 08:27:28 -07:00
Vito Sansevero 7dc8d99363 Merge remote-tracking branch 'origin/main' into perf/348-images-listing 2026-10-26 07:35:31 -07:00
Vito Sansevero a478ae0a1d test(images): bound the shared-listing test waits (#348)
A macOS py3.12 run stopped inside the shared-listing tests and sat until
the 6 h job limit with no traceback. It does not reproduce locally (about
300 runs on 3.12 and 3.14, pinned to one core). Requests and background
settles in TestSharedListing now give up after 30 s, so a recurrence
fails with the stuck await instead of hanging the run.
2026-10-26 03:52:18 -07:00
Vito Sansevero 02be260a14 fix(images): drop listings on the loop when invalidated from a worker thread (#348)
A settings save (gallery roots change) and the browser-test seeds call
invalidate_gallery_cache() from the executor. Listing records are only
touched on the event loop, so an off-loop call now hands the drop to the
loop and waits for it, keeping the call synchronous for its callers.

The shared-Rescan test waits for the later Rescans to take their walk
number instead of sleeping.
2026-10-25 21:11:31 -07:00
Vito Sansevero 2dbf79c9ae perf(images): share and warm one listing per output root (#348)
The Images page, its sidebar counts, the subfolder list and the legacy
gallery each rebuilt the output listing when the 30 s cache expired, all
at once, and the subfolder list computed relative paths on the event
loop. Thumbnail writes also threw the listing away.

Keep one RootListing per output root (py/api/gallery_listing.py):
- one walk per root at a time; concurrent readers wait for it (shielded)
- a listing older than 30 s is served at once and refreshed in the
  background
- the walk, the comparison with the previous listing and both folder
  sets run in the executor; an unchanged walk keeps the same list object
- os.scandir probe: a missing root fails the walk and keeps the previous
  listing (one warning per failure streak)
- Rescan waits for a walk started after the click and is a 500 when it
  fails, even with a previous listing
- deletes keep the blocking invalidation; a generation counter that
  survives drops discards walks that raced it
- thumbnail jobs, conversion and the legacy generate/clear routes no
  longer drop the listing
- warm-up on the host's on_startup, cancelled on on_cleanup

Adds tools/vendor/perf/images_load_probe.mjs (maintainer tool, not CI)
and the TESTING.md section "Images listing cache (#348)".
2026-10-25 20:59:14 -07:00
120 changed files with 893 additions and 13274 deletions
+7 -4
View File
@@ -1,16 +1,19 @@
{
"required_status_checks": {
"strict": false,
"strict": true,
"contexts": [
"py3.10 on ubuntu-latest",
"py3.11 on ubuntu-latest",
"py3.12 on ubuntu-latest",
"py3.13 on ubuntu-latest",
"py3.14 on ubuntu-latest",
"py3.10 on windows-latest",
"py3.11 on windows-latest",
"py3.12 on windows-latest",
"py3.13 on windows-latest",
"py3.14 on windows-latest",
"py3.10 on macos-latest",
"py3.11 on macos-latest",
"py3.12 on macos-latest",
"py3.13 on macos-latest",
"py3.14 on macos-latest",
"coverage gate (85%)",
"black and flake8",
"frontend modules",
+2 -3
View File
@@ -4,7 +4,6 @@ permissions:
contents: read
on:
merge_group:
push:
branches: [main]
pull_request:
@@ -27,10 +26,10 @@ jobs:
steps:
- uses: actions/checkout@v7
- name: Set up Python 3.12
- name: Set up Python 3.10
uses: actions/setup-python@v7
with:
python-version: "3.12"
python-version: "3.10"
- name: Install bandit
run: pip install bandit[toml]
+15 -40
View File
@@ -4,7 +4,6 @@ permissions:
contents: read
on:
merge_group:
pull_request:
branches: [main]
push:
@@ -27,7 +26,6 @@ env:
# Measured 2026-10-26 on runs 40257217681 (3be0ada), 40240706568 (fb9134f), 40228167328 (f9835aa):
# py matrix, slowest py3.10 on windows-latest: 12m43s / 15m54s / 14m53s -> 27 min
# (ubuntu 5m27s-6m27s, macos 6m14s-8m30s, windows 11m42s-15m54s)
# 3.10 and 3.11 left the matrix and 3.14 joined it in #356; re-measure after three green main runs.
# real ComfyUI compatibility: 13m32s / 8m55s / 11m46s -> 24 min
# coverage gate (85%): 7m26s / 7m22s / 7m54s -> 15 min
# perf budget 30s / 29s / 27s, black and flake8 39s / 37s / 39s,
@@ -41,7 +39,7 @@ jobs:
fail-fast: false
matrix:
os: [ubuntu-latest, windows-latest, macos-latest]
python-version: ["3.12", "3.13", "3.14"]
python-version: ["3.10", "3.11", "3.12", "3.13"]
steps:
- uses: actions/checkout@v7
@@ -64,18 +62,16 @@ jobs:
comfyui:
name: real ComfyUI compatibility
runs-on: ubuntu-latest
# Chromium and its system libraries come from the pinned Playwright image (tag = @playwright/test in
# tools/vendor/package-lock.json; tests/vendor/browser-image.test.mjs checks it). The runner install
# pulled them from Ubuntu's apt mirror on every run, and three runs (#349, #378, #382) crawled at
# ~26 kB/s for 11-12 minutes until the job hit its limit after every test had passed.
container:
image: mcr.microsoft.com/playwright:v1.64.1-noble
options: --user 1001
timeout-minutes: 24
steps:
- uses: actions/checkout@v7
with:
persist-credentials: false
- uses: actions/setup-node@v7
with:
node-version: "24"
cache: npm
cache-dependency-path: tools/vendor/package-lock.json
- name: Read the reviewed runtime pins
id: runtime
run: |
@@ -100,42 +96,21 @@ jobs:
ref: ${{ steps.runtime.outputs.kikoRevision }}
path: .ci-kikotools
persist-credentials: false
# The image's own Python and Node 24: setup-python/setup-node install the runner's toolcache builds,
# whose entry points name host paths that do not exist in the container. The image has no ensurepip
# and the job has no root, so a checksum-pinned pip wheel bootstraps a user-space venv. The image
# Python must be the reviewed host Python, so a pin or image bump that disagrees fails here.
- name: Python environment on the reviewed host Python
env:
PIP_WHEEL: https://files.pythonhosted.org/packages/f3/6e/1736e5b4ae2b778ef2f81c47d797de9f891d4d8acb047a24ca37a60294dd/pip-26.2.1-py3-none-any.whl
PIP_SHA256: 71138adf1f4ca900cdb7d289c21b7494329f2332b6d85f0e1c42108c0384ed3e
PINNED_PYTHON: ${{ steps.runtime.outputs.pythonVersion }}
run: |
image="$(python3 -c 'import sys; print("%d.%d" % sys.version_info[:2])')"
[ "$image" = "$PINNED_PYTHON" ] || { echo "::error::image Python $image is not the pinned $PINNED_PYTHON"; exit 1; }
venv="$RUNNER_TEMP/venv" wheel="$RUNNER_TEMP/pip-26.2.1-py3-none-any.whl"
python3 -m venv --without-pip "$venv"
curl -fsSL --retry 3 -o "$wheel" "$PIP_WHEEL"
echo "$PIP_SHA256 $wheel" | sha256sum -c -
"$venv/bin/python" "$wheel/pip" install --no-index --no-cache-dir "$wheel"
echo "$venv/bin" >> "$GITHUB_PATH"
- run: python --version && node --version && node --version | grep -q '^v24\.'
# pip's download cache (torch alone is ~200 MB); inside the container ~ is the job's HOME (/github/home).
- name: Cache pip downloads
uses: actions/cache@v6
- uses: actions/setup-python@v7
with:
path: ~/.cache/pip
key: pip-${{ runner.os }}-playwright-v1.64.1-${{ hashFiles('requirements-dev.txt', '.ci-comfyui/requirements.txt', 'tools/vendor/comfyui-runtime.json') }}
python-version: ${{ steps.runtime.outputs.pythonVersion }}
cache: pip
cache-dependency-path: |
requirements-dev.txt
.ci-comfyui/requirements.txt
tools/vendor/comfyui-runtime.json
- name: Install CPU runtime and test dependencies
run: |
python -m pip install --upgrade pip
pip install "torch==${{ steps.runtime.outputs.torchVersion }}" "torchvision==${{ steps.runtime.outputs.torchvisionVersion }}" --index-url https://download.pytorch.org/whl/cpu
pip install -r .ci-comfyui/requirements.txt -r requirements-dev.txt "torch==${{ steps.runtime.outputs.torchVersion }}" "torchvision==${{ steps.runtime.outputs.torchvisionVersion }}"
# npm's download cache, keyed on the lockfile. node_modules itself is still built fresh by npm ci.
- name: Cache npm downloads
uses: actions/cache@v6
with:
path: ~/.npm
key: npm-${{ runner.os }}-playwright-v1.64.1-${{ hashFiles('tools/vendor/package-lock.json') }}
- run: npm ci --prefix tools/vendor --ignore-scripts
- run: npx --prefix tools/vendor playwright install --with-deps chromium
- name: Classic and Nodes 2.0 startup and compatibility
env:
PM_COMFY_ROOT: ${{ github.workspace }}/.ci-comfyui
-1
View File
@@ -1,7 +1,6 @@
name: Viewer.js vendor and compatibility
on:
merge_group:
pull_request:
branches: [main]
push:
+4 -8
View File
@@ -1,7 +1,7 @@
# ComfyUI Prompt Manager
![License](https://img.shields.io/badge/license-MIT-blue.svg)
![Python](https://img.shields.io/badge/python-3.12%2B-blue.svg)
![Python](https://img.shields.io/badge/python-3.10%2B-blue.svg)
![ComfyUI](https://img.shields.io/badge/ComfyUI-compatible-green.svg)
![Tests](https://github.com/ComfyAssets/ComfyUI_PromptManager/workflows/Tests/badge.svg)
![Code Quality](https://github.com/ComfyAssets/ComfyUI_PromptManager/workflows/Code%20Quality/badge.svg)
@@ -483,15 +483,11 @@ If you use [ComfyUI-Lora-Manager](https://github.com/willmiao/ComfyUI-Lora-Manag
Click **Import LoRA Data** in the settings panel to start the import. A progress popup shows real-time status as each LoRA is processed:
- Reads LoRA Manager's own settings the way LoRA Manager does: from the folder in `LORA_MANAGER_SETTINGS_DIR`, from the plugin's `settings.json` in portable mode, or from your user config folder, and only the keys that say where its files are
- Finds each LoRA's metadata in both storage modes: beside the model (the default) or in the central sidecar folder, and imports only LoRAs whose model file still exists in a LoRA folder (the review says how many metadata files it skipped)
- Links LoRA Manager's preview (including `.preview.webp` and video previews) and every downloaded example image and video where they are, without copying them
- Downloads example images from CivitAI as 512px thumbnails only for LoRAs that have no local image
- Scans all LoRA directories (including `extra_model_paths.yaml` paths) for metadata
- Downloads example images from CivitAI as 512px thumbnails
- Creates a prompt entry for each LoRA with trigger words, example prompts, and preview images
- All imported LoRAs are tagged with `lora-manager` category for easy filtering
The System › Integrations review names the settings it read (source, storage mode and LoRA Manager library) and counts metadata files, LoRAs and LoRAs with local images. If LoRA Manager's settings cannot be used, it says why and nothing is changed.
![LoRA Results](images/pm-lora-filtered.png)
After import, filter by the `lora-manager` category to browse your LoRA collection.
@@ -933,7 +929,7 @@ node --test tests/js/*.test.js # frontend pure modules
python -m coverage run -m tests.run_suite && python -m coverage combine && python -m coverage report
```
CI runs the suite on Linux, Windows and macOS for Python 3.12 to 3.14 with an 85% coverage gate. `python -m unittest discover -s tests` still works; see `TESTING.md` ("Time limits and hangs") for the watchdog. Tests that delete a database file first check that nothing in the process still holds it open (`tests/open_handles.py`), so a connection leak fails on Linux the way it would on Windows.
CI runs the suite on Linux, Windows and macOS for Python 3.10 to 3.13 with an 85% coverage gate. `python -m unittest discover -s tests` still works; see `TESTING.md` ("Time limits and hangs") for the watchdog. Tests that delete a database file first check that nothing in the process still holds it open (`tests/open_handles.py`), so a connection leak fails on Linux the way it would on Windows.
### Code Style
+7 -353
View File
@@ -86,18 +86,6 @@ timer that "usually" covers a frame is a race on a loaded runner. Library
virtualization specs settle with `libraryObservation.settled()` (two consecutive
frames with no Library frame queued). To look for such races, repeat a spec under
load (`--workers 8 --repeat-each 10`, and in the image with `--cpus=1` or `2`).
CPU limits do not reproduce disk-bound timeouts (backup, restore). For those,
throttle writes in the image: with rootful Docker on a host with cgroup v2, add
`--device-write-iops /dev/<disk>:20` to the `docker run`, where `<disk>` is the
whole disk (not a partition) holding Docker's data root, because the test server
keeps its database in the container's `/tmp`. On a plain partition,
`lsblk -no pkname "$(df --output=source "$(docker info -f '{{.DockerRootDir}}')" | tail -1)"`
prints it; on LVM or LUKS, `lsblk -s` walks down to the disk. A spec that waits
on a timer then fails at its 5 s expect. A spec that waits on the response can
still fail at the 30 s test timeout when several workers share the throttled
disk; that means the disk is too slow for the test budget, not that the spec is
wrong.
On unsupported Linux
distributions, browser system dependencies may need manual installation. For a
quick browser run, use `test:workflows -- --project chromium`.
@@ -275,77 +263,6 @@ Start fixing as soon as a failed log shows the cause, but push the fix only afte
the run for that commit has finished: pull-request runs use `cancel-in-progress`,
so a push cancels the running jobs and can hide a second failure.
## Background threads at exit
PromptManager's own background threads stop through one package teardown,
`_stop_background_work()` in `__init__.py` (#301, #302). It runs once and
works against one 10 s deadline. Each step gets the smaller of its own bound
and the time left. The steps, in order:
1. Refuse new previews (`refuse_auto_thumbnails()`), then detach the
monitor's callbacks (Needs review recorder, preview queue, Images listing
listener).
2. `ImageMonitor.stop_monitoring` works against one 5 s deadline. Closing the
image handler joins the image worker; watchdog's `observer.stop()` (not
bounded here) and the observer join get what is left, which can be 0 s.
3. `close_auto_thumbnails(final=True)` stops the preview worker (30 s) and
kills ffmpeg.
4. `PromptTracker.shutdown` stops the prompt cleanup thread (2 s).
A failing step, or a second Ctrl+C, is logged with its traceback and does not
skip the later steps. A clean run logs one INFO line to PromptManager's log:
`Background work stopped in 0.4 s: monitor=ok thumbnails=ok tracker=ok`. If
any part is still running, one WARNING goes to the console:
`Background work not stopped in time (10.0 s): monitor`. A Ctrl+C that lands
between two steps (each step catches its own) is re-raised after the result is
stored, with the parts not reached False, and the `atexit` callback is
removed: the later steps are skipped, no summary line is logged, and a later
call returns that result and runs nothing.
ComfyUI never runs aiohttp's `on_cleanup` hooks, because it never calls
`runner.cleanup()`. So `atexit` is the live host's path. It runs on Ctrl+C
(`main.py` catches `KeyboardInterrupt` and returns) and on a normal exit.
The teardown is registered after the execution history hook, so at exit
(newest first) it runs before the history writer's 2 s dispose.
It also runs from `on_cleanup` on hosts that do run it (our test servers) and
from the tests' package unload (`cleanup_package`), and it removes its own
`atexit` callback. Nothing runs when the process is killed: SIGTERM, a
ComfyUI-Manager restart through `os.execv`, a closed Windows console, or
ComfyUI Desktop stopping its server. SQLite's WAL journal covers those.
Stop contract: `PromptTracker.shutdown(timeout)`,
`ImageGenerationHandler.shutdown(timeout)` (restartable),
`ImageGenerationHandler.close(timeout)` (final: `schedule()` refuses and a
sealed run's re-check is dropped) and `ImageMonitor.stop_monitoring(timeout)`
each signal their thread and join it within the bound. They return True only
when it ended, and log a warning naming the part when it did not. Called on
their own thread, they only signal.
Test rules:
- Every test that constructs a real `PromptTracker`, `ImageGenerationHandler`
or `ImageMonitor` ends with its final stop and an assertion
(`tests/background_stops.py`: `close_handler`, `stop_monitor`,
`stop_tracker`). The stop comes before the folder and databases are removed.
`tearDown` runs before `addCleanup` callbacks, so a class whose `tearDown`
removes files stops the thread there.
- A test waits for a state through an `Event` set by the code under test, or
by a wrapper around it, with a 30 s ceiling. It never sleeps or polls for
that state.
- A test that asserts "still running" first waits for an `entered` event
inside the held call, then stops with `timeout=0.05`.
- A test that asserts a history writer's `dispose()`/`close()` is True right
after queuing work drains first (`drain_writer`), or holds the write itself
(#370).
- Patch the module attribute of the code under test (for example
`utils.prompt_tracker.time`, or the package's `_clock`), or patch with
`wraps=`. Never replace a `time` or `atexit` function for the whole
process.
- `tests/test_package_exit.py` runs a child process that imports the
package, leaves the image worker alive and returns. Its `atexit` reporter
checks the teardown's result. This is the interpreter path ComfyUI takes
after Ctrl+C, on all three OS.
## Performance budgets
A spec performance budget gets two tests:
@@ -416,75 +333,6 @@ hold a walk open with a gated scan instead of sleeping.
listing gets a 500. Rescan waits for a walk that started after the click
(by walk number, not by clock), Rescans clicked during one walk share the
next, and a failed walk is a 500 even when a previous listing exists.
- **New outputs (added without a walk, PR 2).** The image monitor reports
every settled output it accepts (by default `.png .jpg .jpeg .webp .gif`;
videos only when their extension is in `monitoring.extensions`), linked or
not, with its `realpath`, through `set_output_listener`. On its worker
thread the API's `notify_output_settled` only does
`loop.call_soon_threadsafe(output_settled, path)`, and does nothing before
the loop is known or after `cleanup_gallery_listings`. `output_settled`
matches the path against each walk's `resolved_root` (`normcase(realpath)`,
computed in the executor; `root_contains` ends the match at a separator
and ignores a Windows `\\?\` or `\\?\UNC\` prefix on either side).
- **The add.** A root with a stored listing and no walk running gets the
file added without a walk. `relative_part` slices the path below the
root in its own case (Windows compares folded, slices the original);
`_run_adds` places the pending files of one root in one executor batch
(`_patch_listing`): `_settled_entry` applies the walk's filters
(not a symlink or folder by `lstat`, `_name_suffix` in `MEDIA_EXTENSIONS`,
no `thumbnails` folder, at most `MAX_SCAN_DEPTH` folders, every folder on
the way listable by `os.access`, which on Windows ignores ACLs: a folder
whose ACL denies listing is added there and corrected by the next walk). Where names fold case the stored
spelling must match first, as the filters compare it: Windows through
`nt._getfinalpathname` (its `realpath` keeps the given case when it cannot
open the file), macOS through `F_GETPATH` on a non-blocking open (a FIFO
never holds the executor); a case-insensitive mount on Linux is not
checked and is corrected by the next walk. `insert_entry` builds a new list with
the `(Path, mtime)` entry where the walk's newest-first sort puts it,
replacing the same path's entry. `add_folder` copies both folder sets. The
batch is stored only when no walk started and no drop happened while it
ran (a walk started after the report lists the file itself); `walked_at`
is untouched, so the 30 s refresh still walks and corrects any drift, and
`walk_root` keeps the patched list object when that walk finds the same.
Tests compare every added listing with a real walk (`_walked`).
- **When it walks instead.** The root is marked dirty (`mark_root_dirty`,
`_mark_dirty`) when the add cannot be exact: a walk is running (it may have
passed the folder: the trailing walk), the path cannot be sliced, the
`lstat` or the spelling read fails, the stored spelling differs, another
file has the same mtime (a walk orders those by its
visit order), the listing is at `MAX_GALLERY_FILES`, or the batch raised.
A file the walk's filters exclude is neither added nor walked. A root
without a listing, or a dropped one, is walked by its next read. A dirty
root gets one background walk, no sooner than `rewalk_interval` =
`min(15, max(5, 5 × last walk's duration))` seconds after the previous walk
started. `_schedule_walk` never arms a timer while a walk runs (the walk's
end re-checks `dirty`: the trailing walk), arms at most one per root and
never sooner than 0.5 s, and keeps the earlier deadline when the stale
refresh and a dirty root both want one; every walk start (read, Rescan,
warm-up or timer) cancels it and forgets the pending adds. A failed walk
clears `dirty`; a cancelled walk starts no trailing walk. When the output
roots change (`reset_gallery_roots_cache`) every record is `retired`: its
timer is cancelled and no add, mark, timer or trailing walk touches it
until a reader or the warm-up asks for that root again (the monitor keeps
watching a removed root until restart). Tests patch
`REWALK_FLOOR`/`REWALK_CAP` and run the pending timer's callback by hand
(`_fire`) instead of waiting for it, and hold an add batch in the executor
(`_hold_adds`) to race it with a walk, a drop or the cleanup.
- **Workspace caches after an add.** A patched listing shares every
unchanged entry object with the one before it, so `listing_delta` finds
the change by identity (a walk builds new tuples and is rebuilt in full,
as is any change of more than `MAX_DELTA` entries). The per-file values
build only the added files (`_workspace_listed_step`), the newest order
places them by bisection (`_newest_step`, only when the per-file cache
still holds exactly the values this call built: a page read and the warm
build run in executor threads at once, and an order labelled with older
values than it holds would add a file twice), the favorites lookup is copied
and extended (`_favorite_listing_step`, rebuilt when a key collides), and
the other orders, wanted paths and locators rebuild lazily. On a synthetic
20,000-file listing a one-file add costs about 3 ms in the executor and
15 ms for the warm build, against about 155 ms + 80 ms for a walk and a
full build (`test_a_warm_build_after_an_add_builds_only_the_added_values`
counts the values built and the sort keys read).
- **Measuring it.** `tools/vendor/perf/images_load_probe.mjs` is a maintainer
tool, never run in CI. After `npm ci --prefix tools/vendor` and
`npx --prefix tools/vendor playwright install chromium`, run
@@ -1575,8 +1423,8 @@ targets of the longest legal path (1024 code points, even escaped as `\uXXXX`) f
Its fields show the server's defaults (`GET /prompt_manager/autotag/models`, the
D91 Suggestions count included) once that read lands; Start waits for it. A model
the status lists as not downloaded keeps Start `aria-disabled` and
`#tag-generation-status` says "<model> is not downloaded. Download it in System ›
Auto-tagging." (the server's own sentence), so no job starts only to fail.
`#tag-generation-status` says "<model> is not downloaded. Download it from the
legacy Auto-tag page." (the server's own sentence), so no job starts only to fail.
Start validates the fields as Generate does (native validity; nothing is sent).
The concept comparison (`images-concept.spec.mjs`) uses the concept page itself as
the oracle, with Add to collection and Remove links… removed and a copy of its Add
@@ -2658,7 +2506,7 @@ the connection's `total_changes` is 0 at close and the data reads back unchanged
`-shm` bytes are not compared: every WAL reader rewrites its read marks there, so no
reader can keep it byte-identical (`test_health_check_never_writes`).
Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–D114; D121–D134 assigned):
Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–D114; D121–D131 assigned):
- **D92** (shell): no "Sample configuration" chip. The Save status is truthful: "No
unsaved changes.", "Unsaved changes.", "Saved in this browser." / "Saved to the server
@@ -2692,8 +2540,7 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
output folder is used." when that is the case.
- **D94** (all sections): a section not delivered yet shows the hand-off panel "Your
current tools are ready" with a link to each legacy tool that still owns it (the
plan's legacy coverage table); retired section by section, gone after S12. Since S11
(#328) only Diagnostics & logs hands off (`SECTION_HANDOFFS`, to the admin page).
plan's legacy coverage table); retired section by section, gone after S12.
- **D95** (health report): the concept's `health-check` dialog titled "Health report",
with no sample note. It lists every check in the server's order: Integrity check,
Foreign keys & pair references, Canonical hashes, Pair uniqueness (added), Missing
@@ -3069,59 +2916,6 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
dialog on that scope. Pinned by the thumbnail dialog comparison (mapped) and its
mutation check (system-concept.spec) and `the thumbnail row counts outdated previews`
(workspace-system.spec).
- **D132** (Auto-tagging, S11, #328, OQ1/OQ5/OQ6/OQ10): "Tagging model" (`#tag-model`)
lists the four real engines in the concept's order, each `<label> · <size_label>` from
`GET /prompt_manager/autotag/models` ("WD14 SwinV2 · ~400 MB", "WD14 ViT · ~400 MB",
"GGUF JoyCaption · ~4.5 GB", "HuggingFace JoyCaption · ~16 GB"; GGUF takes the
concept's "Ollama" slot, as D61 does). Its description is the chosen engine's live
status instead of the concept's design note: "Loading model status…" (the select is
disabled until the read answers), "Model status could not be read.", "Not downloaded.
Download size <size>.", "Downloaded. Not loaded.", "Downloaded and loaded." or "Partly
downloaded. Download again to finish." (GGUF with one of its two files). The concept's
two simulated job buttons are "Download" ("Download again" for an engine on disk),
which starts the `model_download` Activity job and opens it, and "Unload", a direct
`POST /autotag/unload` with a toast ("<label> unloaded.") and a fresh status read,
enabled only while a model is loaded; a busy model's refusal reads "The tagging model
is busy: <operation>. Try again when it finishes.". "Preview tagging review" opens the
Tag image dialog for the image selected in Images with the section's current model and
values; it is `aria-disabled` without a selection (the D115 sentence "Select an image
in Images first.") or with an invalid value (the toast names the setting); a saved
engine the section does not know reads "The saved tagging model is not one of these
engines. Choose one and save preferences.". A part-downloaded GGUF offers "Download
again"; an Unload that found nothing loaded only reads the status again. At phone width
the concept's 120px select cap cuts every engine label, so `#tag-model` alone keeps its
natural width there and its row wraps the select under the text (`workspace.css`
`/* D132 */`); Existing tags stays as the concept draws it, cut at 390 as there. The
comparison maps `selectsFit` only for the engine select and measures each row's
`flexWrap` and whether its control sits under the text. Pinned by `auto-tagging matches
the concept` (both themes and sizes), `auto-tagging at 390 wraps only the engine row`,
`auto-tagging engine select fits at 320 wide` and the mutation check (it includes a
wrapped row) (system-tagging-concept.spec), and the model, Download, Unload and Preview
tests of workspace-system-tagging.spec.
- **D133** (Auto-tagging, S11): a "Suggestions per image" row (`#tag-suggestions`,
number 1–100, host key `autotag_suggestion_limit`) follows the two confidence rows:
the persisted count the Tag image dialog's Suggestions field (D91) starts from. Pinned
by the comparison's mapping (it inserts the row) and `defaults save through Save
preferences and the Tag image dialog uses them`.
- **D134** (Auto-tagging, S11, OQ2/OQ3/OQ7/OQ8): an `.operation` "Tag output images"
with "Review" follows `.row-actions`: the legacy prompt-tag batch. Review is
`aria-disabled` (the press explains) while the chosen engine is not downloaded or a
value it uses is invalid; otherwise it posts `/autotag/batch/preview` with the drafted
engine and policy (read-only) and opens "Review tag output images" in the concept's
record-changing review (its `maintenancePlan` shell): `h3` "Tag output images", the
`dl.meta-grid` Model, Existing tags, Images linked, Prompts, Already tagged, Prompts
to tag ("up to N"), Settings ("General <g> · Character <c>" or "Template of N
characters") and Backup, the upper-bound sentence in the `p.small`, the D55 backup box
and Cancel / "Start tagging", which starts the cancellable `autotag` job and opens it.
Replace after review, a model not on disk, a short disk, no linked image and nothing to
tag each show the rows with only Cancel and the reason ("Replacing tags needs a review
of each image. Use Preview tagging review, or choose Skip or Merge for a batch run.",
"Every prompt with an output image is already tagged.", "Not enough free disk space:
the safety backup needs about X MB and Y MB is free. Nothing is written until there is
room.") in the close-only review Integrations shares (`openCloseOnlyReview`). Pinned by
`tag output images review matches the concept`, its mutation check and `the
Cancel-only review matches the concept review shell` (system-tagging-concept.spec) and
the batch tests of workspace-system-tagging.spec.
- **D124** (inspector): with "Load metadata on selection" off, the Images panel and
the viewer's details show "Metadata loads when you ask for it." and a "Load metadata"
button instead of reading the file. The concept has no such state, so no concept
@@ -3496,9 +3290,7 @@ workflow (README changelog).
### LoRA reference import contract (#221, #249 System S10)
The LoRA import is staged (`py/lora_import.py`): discover the LoraManager
`*.metadata.json` files and fingerprint every scanned one, kept or skipped (path, size,
modification time and whether it was kept, #362; a skipped sidecar added, removed or edited
after the review refuses Start with `plan-changed`, `test_start_refused_when_a_skipped_sidecar_changed`); stage each
`*.metadata.json` files and fingerprint them (path, size, modification time); stage each
record (CivitAI example images go into the image cache first, best effort, counted in
`downloaded` / `download_errors`; each image is written to a temp file beside its cache
entry and moved in place, so a half-written image is never seen as cached); the files are
@@ -3549,158 +3341,20 @@ refused while a restore runs; the review is a request lease ("LoRA import review
accepts the optional `expected_revision`. LoraManager detection also searches every
`custom_nodes` folder ComfyUI registers through `folder_paths` (#144), main folder first.
**Where LoraManager keeps its files (#355).** `py/lora_manager_layout.py` repeats
LoraManager's rules without importing it (`tests/test_lora_manager_layout.py`). The
settings file is `<LORA_MANAGER_SETTINGS_DIR>/settings.json`, else the plugin's own
`settings.json` when portable mode is on (`LORA_MANAGER_PORTABLE` `1`/`0` decides, other
values are ignored; otherwise the JSON value `use_portable_settings: true`), else
`platformdirs.user_config_dir("ComfyUI-LoRA-Manager")`. It is read as UTF-8, at most 5 MB,
and only seven keys are kept (`SETTINGS_KEYS`); a missing file means LoraManager's
defaults. Discovery: in `alongside` mode every LoRA root is searched and a sidecar is kept
when `<base>.safetensors` exists beside it; in `centralized` mode only the sidecar root is
searched and a sidecar is kept when its `file_path` exists inside a LoRA root (unparseable
ones are skipped by name). `lora_files` counts the metadata files seen, `with_metadata`
the kept, readable LoRAs and `skipped` the rest. Media per LoRA, without repeats: the
preview (`preview_url`, else LoraManager's `PREVIEW_EXTENSIONS` order), then every file in
`<example-images root>[/<library>]/<sha256>/` in natural order; a leading video yields to the
first still. A file counts only with a servable extension and inside the guarded media
roots. Only an absolute `preview_url` is used; a relative one is skipped with a DEBUG line
naming the sidecar. A sidecar that is not valid UTF-8 JSON is skipped like any unreadable
one (#362). CivitAI downloads run only for a LoRA without local media; a record's
images are linked in reverse order, so its first image (the cover) is the newest link and
the card image. The folder guard keeps a folder from the settings, and each of ComfyUI's
default LoRA folders (`models/loras`, `extra_model_paths.yaml`, `folder_paths`), only when
it exists and is neither a filesystem root (`/`, `C:\`, a UNC share root) nor the home
folder or a folder that contains it (realpath + `normcase`); a refused default folder that
exists is listed in the layout's `refused_defaults` and logged as one warning each time the
refused set changes (`RefusedDefaultsTests`). An unusable layout (no install, unreadable /
non-JSON / non-object / oversized settings, no `platformdirs`, a missing or refused
centralized sidecar root, "the sidecar folder is a filesystem root, the home folder or a
folder that contains it") gives a review without a token ("LoraManager settings: not
usable: <reason>. Nothing was changed."), a legacy scan error with that reason, the default
LoRA roots for serving (no example-images root), and trigger words from the default roots
in alongside mode. A folder discovery cannot list answers the review with 500, code
`folder-unreadable` ("A LoRA folder could not be listed (...). Nothing was changed.").
`TriggerWordCache.load` never raises: an `OSError` is a warning, anything else is logged
with its traceback (#362), both keep the previous map, and a running node retries a failed
load only after 60 s (`TRIGGER_RETRY_SECONDS`). `tests/run_suite.py` and `tests/browser/server.py` point
`LORA_MANAGER_SETTINGS_DIR` at a disposable folder, so no test reads the developer's real
LoraManager settings; tests that call `load_layout` inject their own folder too.
**Linked-only gate and the layout cache (#362).** While the integration is on, the LoRA
allow-list (`ImagesMixin._lora_image_dirs`) is the layout's `media_roots` plus the CivitAI
download cache, and `_media_roots(outputs)` appends it after the output folders for Library
previews, the Library prompt detail, the per-prompt images page, `serve_output_image` for a
root past the outputs, `inspect_image` and `reveal_image`. Under such a root only a file the
database records as a linked image is served, inspected or revealed (`_linked_only_error`,
by its given and its real path); anything else answers 403. Library responses mark that
media `linked_only`: no preview file, no favorite, no Tag button. The allow-list's layout
comes from `py/lora_layout_cache.py` (`tests/test_lora_layout_cache.py`, which injects the
clocks, `stat` and `ntpath` and never sleeps): one entry keyed by the stripped configured
path, reused while the plugin settings file's and the settings file's `(st_mtime_ns,
st_size)` (or "missing") are unchanged, the install and every media root still resolve to
themselves (a folder swapped for a symlink reloads and the guard runs again), and the entry
is under `MAX_AGE_SECONDS` (30 s, monotonic clock) old. A load is stored only when no
watched file was modified within `RACY_SECONDS` (3 s) of the load (git's racy rule: a write
during the load, LoraManager's in-place write, FAT/HFS+ coarse times), every watched file
could be checked (any `stat` error but not-found, and an offline Windows share, is "cannot
validate"), the settings were readable, and no `clear()` ran meanwhile (generation
counter). Hits take no lock; concurrent misses each load. A finished import (System job or
legacy scan, both through `replace_lora_imports`) clears it. The integration-off check runs
before it, and the configured-path rule (a configured path that is not an install under
`custom_nodes` adds no folders) on its result; a hit also needs the same home folder, which
the guard compares against. `serve_image` builds the allow-list in the
executor. The cache writes one INFO line, "LoraManager layout changed: <source> settings,
<mode> storage, <n> media folders", when a stored layout differs from the last one logged.
The review, Start, the legacy scan and the trigger cache read the layout fresh. Image route
tests clear the per-process cache in `ImageRouteCoverageCase.setUp`; `write_settings` in
`TestLoraManagerMediaServing` back-dates its file 10 s so the first load is stored.
`tests/browser/workspace_integrations_fixture.py` (`/__test__/integrations/*`) makes a fake
LoraManager install and LoRA folder under the server's temp root, holds or fails the
import, saves a blocking pair and answers CivitAI downloads with a stub opener, so no
test reaches the network.
```sh
python3 -m unittest tests.test_lora_layout_cache tests.test_lora_manager_layout \
tests.test_lora_import tests.test_api_lora tests.test_lora_database tests.test_lora_utils \
tests.test_api_images -v
python3 -m unittest tests.test_lora_import tests.test_api_lora tests.test_lora_database \
tests.test_lora_utils -v
node --test tests/js/workspace-system-integrations.test.js tests/js/prompt-bridge-adapter.test.js
npm run --prefix tools/vendor test:workflows -- workspace-system-integrations.spec.mjs \
system-integrations-concept.spec.mjs \
--project chromium --project touch --project firefox --project webkit
```
### Auto-tagging contract (#328, #249 System S11)
System › Auto-tagging (`web/js/workspace/system-tagging.mjs`, D132–D134) edits one
server-side tagging configuration, `autotag.defaults` in config.json: `model_type`
(`wd14-swinv2`, `wd14-vit`, `gguf`, `hf`), `existing` (`skip`, `merge`,
`replace_after_review`), `general_threshold` and `character_threshold` (0–1 in
steps of 0.05, #369),
`template` (non-blank, at most 4,000 characters and 16 KiB) and `suggestion_limit`
(1–100). They are host drafts (`autotag_model_type`, `autotag_existing`,
`autotag_general_threshold`, `autotag_character_threshold`, `autotag_template`,
`autotag_suggestion_limit`) saved by the one Save row through `POST
/prompt_manager/settings` with `expected_revision`; a bad value is refused with a 400
naming the setting by its row label ("General-tag confidence must be between 0 and
1."), nothing is written, the Save row shows that sentence (`invalid-setting`, set by
`settingRefusal` in system.mjs only for a save that carried `autotag_*` keys; every
other section's plain 400 keeps the generic status) and the control is highlighted.
The template's limit counts code points, as Python's `len` does. A hand-edited bad value
falls back to its default on load, one key at a time. Every page shows the thresholds in
steps of 0.05 (the System rows, the Tag image dialogs, the legacy sliders), so a saved
threshold off that grid is refused ("General-tag confidence must be a multiple of
0.05.", `validate_saved_threshold`; `draftProblem` holds back Preview tagging review and
the batch Review with the same sentence) and falls back on load; an accepted one is
stored exactly on the grid (#369). A per-request threshold keeps its own check: `/image-annotations/suggest` and
`/jobs/autotag` take 0–1; the legacy `/autotag/single` and `/autotag/start` only require a number. `GET /autotag/models` reports the
saved values (`wd14_general_threshold`, `wd14_character_threshold`, `suggestion_limit`,
`default_prompt`, `model_type`, `existing`), so the Tag image and Auto-tag selected
dialogs start from them; a preset (the bulk review, Preview tagging review) wins.
`GET /prompt_manager/autotag/models` reads the disk in the executor, never loads or
downloads a model and carries no absolute path: per engine `name`, `label`,
`size_label`, `description`, `size`, `downloaded`, `loaded` (GGUF also `model_exists`,
`mmproj_exists`), plus `model_loaded` and `loaded_model_type`. Opening the section
makes exactly one such read per mount (`entering the section makes no model call
besides status`).
One model gate (`py/model_gate.py`) covers download, unload, both batches, the legacy
single-image tag, Generate suggestions and Auto-tag selected. A refusal is `409
model-busy` with `operation`, the holder's label: the download job's title, "Tag output
images", "Tag output images (legacy page)", "Tagging one image (legacy page)",
"Unloading the tagging model", "Auto-tag selected images", "Generate suggestions", else
"Another tagging operation". `ApiError.operation` keeps it (only on `model-busy`).
- **Download**: `POST /prompt_manager/jobs/model-download {model_type}` starts the
`model_download` job (202), title "Tagging model download · <label>", admission
`read`, not cancellable, indeterminate (Activity's generic held view: no Cancel, a
`<progress>` without a value), holding the gate until it ends. A second download is
`409 busy`; the legacy SSE route attaches to the same job and keeps its frames.
- **Unload**: `POST /prompt_manager/autotag/unload` answers `{success, message}` or
`409 model-busy`.
- **Tag output images**: `POST /prompt_manager/autotag/batch/preview {model_type,
existing}` writes nothing and opens no file; it answers `images`, `prompts`,
`already_tagged`, `to_tag` (an upper bound), `model {type, label, size_label,
downloaded}`, `existing`, `review_required`, `backup {policy}` and `disk`. `POST
/prompt_manager/jobs/autotag {model_type, existing, options}` (WD14: both thresholds;
GGUF/HF: `instructions`, the template) starts the cancellable `autotag` job (202),
title "Tag output images", admission `records`, a safety backup by the policy first.
Refusals: `400 review-required` (Replace after review never runs as a batch), `409
model-unavailable` ("<label> is not downloaded. Download it in System ›
Auto-tagging."), `507 insufficient-space`, `409 busy`, `409 model-busy`. The section
toasts `model-busy` with its operation, the other three with the server's sentence,
`busy` with the running job (D57), anything else "<what> could not start. Try again.".
Outcomes: Tagged / Unchanged / Skipped / Errors (the `image-tags` descriptor, D111).
No browser test downloads or runs a model: the injected `TestModel` answers, its
`download_model` raises unless `/__test__/tagging/download {mode: hold | succeed |
fail}` installs a fake that waits on a fixture event, and every tagging reset releases
it. Every workspace-system-tagging test asserts no `/autotag/download/` request.
Changing the routes or `py/config.py` needs a ComfyUI restart; the section itself is
HTML, CSS and JS only.
### Browser cache ownership (#222)
The legacy gallery's Clear cache used to delete every localStorage key starting `pm_` or
+19 -166
View File
@@ -22,10 +22,7 @@ Features:
- Comprehensive logging and diagnostics
"""
import atexit
import re
import threading
import time
from pathlib import Path
@@ -75,12 +72,6 @@ NODE_DISPLAY_NAME_MAPPINGS = {
# are served by our own routes instead (see py/api).
WEB_DIRECTORY = "web/comfy"
# Parts the package teardown stops (``_stop_background_work``). Each stays None
# when its start-up block below fails, and the teardown skips it.
api = None
_global_prompt_tracker = None
_global_image_monitor = None
# Add API routes (same pattern as ComfyUI_Assets)
try:
# Set extension URI
@@ -98,6 +89,8 @@ try:
api.add_routes(routes)
# Temp files of preview writes a crash interrupted (#317), off the
# import path: the walk may cover a large thumbnails folder.
import threading
threading.Thread(
target=api.sweep_thumbnail_temps,
name="PromptManagerPreviewTempSweep",
@@ -148,16 +141,25 @@ try:
# The Needs review pass for ambiguous new outputs runs through the API's
# capture store (the one the scan and the Tag dialog use): a linked output
# is never queued and its pending items leave the queue. The package
# teardown detaches it before that store is closed at shutdown.
if api is not None:
_global_image_monitor.set_review_recorder(api.record_review_file)
# is never queued and its pending items leave the queue. It stops before
# that store is closed at shutdown.
_review_api = globals().get("api")
if _review_api is not None:
_global_image_monitor.set_review_recorder(_review_api.record_review_file)
# Every settled output's preview is queued for the API's background
# worker (#249): the workspace never asks to generate thumbnails.
_global_image_monitor.set_thumbnail_queue(api.queue_capture_thumbnail)
# Every settled output walks its Images listing again (#348): the
# API hops from the monitor's thread onto the server's loop.
_global_image_monitor.set_output_listener(api.notify_output_settled)
_global_image_monitor.set_thumbnail_queue(_review_api.queue_capture_thumbnail)
_review_host = getattr(config.server_instance, "app", None)
if _review_host is not None and hasattr(_review_host, "on_cleanup"):
async def _stop_review_recording(
app, monitor=_global_image_monitor, api=_review_api
):
monitor.set_review_recorder(None)
monitor.set_thumbnail_queue(None)
api.close_auto_thumbnails(final=True)
_review_host.on_cleanup.insert(0, _stop_review_recording)
# Start monitoring
_global_image_monitor.start_monitoring()
@@ -227,155 +229,6 @@ except Exception:
"Failed to register execution history"
)
# ── Package teardown (#301, #302) ────────────────────────────────────────────
# ComfyUI never runs aiohttp's cleanup hooks (it never calls
# ``runner.cleanup()``), so ``atexit`` is the live host's path: Ctrl+C, and a
# normal exit. It is registered after the history hook, so at exit (newest
# first) it runs before the history dispose. Hosts that do run ``on_cleanup``
# (our test servers) run it there, and the tests' package unload calls it.
TEARDOWN_SECONDS = 10.0
_clock = time.monotonic
_background_work_lock = threading.Lock()
_background_work_result = None
def _teardown_step(name, stop, logger):
"""Run one teardown step; a failure (even Ctrl+C) is logged and is False."""
try:
return bool(stop())
except (Exception, KeyboardInterrupt):
logger.error(f"Background work: stopping {name} failed", exc_info=True)
return False
def _teardown_logger():
"""PromptManager's init logger; the standard one if that cannot load."""
try:
from .utils.logging_config import get_logger
return get_logger("prompt_manager.init")
except Exception:
import logging
return logging.getLogger("prompt_manager.init")
def _stop_background_work():
"""Stop the image monitor, the preview worker and the prompt cleanup
thread against one TEARDOWN_SECONDS deadline, once.
Returns ``{"monitor", "thumbnails", "tracker"}`` booleans (True: it
stopped), leaving out parts that never started. Later calls return a
copy of the first result. A Ctrl+C inside a step is logged and the
step is False; one between steps is re-raised after the result (parts
not reached are False) is stored and the ``atexit`` entry removed.
"""
global _background_work_result
with _background_work_lock:
if _background_work_result is not None:
return dict(_background_work_result)
monitor, thumbnails, tracker = (
_global_image_monitor,
api,
_global_prompt_tracker,
)
# A part whose global is set has started; False until its step says
# otherwise, so an interrupt between steps leaves an honest result.
started = (
("monitor", monitor),
("thumbnails", thumbnails),
("tracker", tracker),
)
result = {name: False for name, part in started if part is not None}
try:
logger = _teardown_logger()
began = _clock()
deadline = began + TEARDOWN_SECONDS
def left(own_bound):
return max(0.0, min(own_bound, deadline - _clock()))
if monitor is not None:
def stop_monitor():
from .utils.image_monitor import OBSERVER_JOIN_SECONDS
# Callbacks first: an image in hand queues no preview into a
# closing preview worker. The worker may have read the queue
# callback already, so the API refuses new previews too (at
# exit, Python 3.12+ refuses to start their worker thread).
if thumbnails is not None:
thumbnails.refuse_auto_thumbnails()
monitor.set_review_recorder(None)
monitor.set_thumbnail_queue(None)
monitor.set_output_listener(None)
return monitor.stop_monitoring(left(OBSERVER_JOIN_SECONDS))
result["monitor"] = _teardown_step(
"the image monitor", stop_monitor, logger
)
if thumbnails is not None:
def close_previews():
from .py.api.thumbnail_auto import CLOSE_WAIT_SECONDS
return thumbnails.close_auto_thumbnails(
final=True, timeout=left(CLOSE_WAIT_SECONDS)
)
result["thumbnails"] = _teardown_step(
"the preview worker", close_previews, logger
)
if tracker is not None:
def stop_tracker():
from .utils.prompt_tracker import TRACKER_JOIN_SECONDS
return tracker.shutdown(left(TRACKER_JOIN_SECONDS))
result["tracker"] = _teardown_step(
"the prompt cleanup thread", stop_tracker, logger
)
elapsed = _clock() - began
failed = [name for name, ok in result.items() if not ok]
if failed:
logger.warning(
f"Background work not stopped in time ({elapsed:.1f} s): "
+ ", ".join(failed)
)
else:
parts = " ".join(f"{name}=ok" for name in result)
logger.info(f"Background work stopped in {elapsed:.1f} s: {parts}")
finally:
_background_work_result = result
atexit.unregister(_stop_background_work)
return dict(result)
async def _stop_background_work_on_cleanup(app):
"""aiohttp ``on_cleanup``: no request is served then, so it runs inline."""
_stop_background_work()
try:
atexit.register(_stop_background_work)
from .py.config import server_instance as _teardown_server
_teardown_host = getattr(_teardown_server, "app", None)
if _teardown_host is not None and hasattr(_teardown_host, "on_cleanup"):
_teardown_host.on_cleanup.insert(0, _stop_background_work_on_cleanup)
except Exception as e:
try:
from .utils.logging_config import get_logger
get_logger("prompt_manager.init").error(
f"Failed to register the background work teardown: {e}"
)
except Exception:
pass
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
# Print startup message with loaded tools
+1 -4
View File
@@ -192,10 +192,7 @@ class CategoryImportOperations:
outcome = "imported"
created[prompt_hash] = prompt_id
result[_COUNTERS[outcome]] += 1
# Linked last to first: every workspace list shows a prompt's media
# newest link first, so the record's first image (the LoRA cover,
# #355) is the one a Library card shows.
for image in reversed(record.get("images") or []):
for image in record.get("images") or []:
if self._insert_image_link(conn, prompt_id, image):
result["images"] += 1
result["rows"].append({"name": name, "outcome": outcome})
-31
View File
@@ -1808,37 +1808,6 @@ class PromptDatabase(
reader = DocumentReader(conn)
return [self._image_row_to_dict(row, reader) for row in cursor]
def autotag_batch_candidates(self) -> List[Dict[str, Any]]:
"""The images a Tag output images batch looks at (#328).
``{id, image_path, prompt_id, prompt_tags}`` for every image with a
stored path that is linked to a prompt, newest first (the
``get_all_images`` order, ties newest row first). Never reads
``workflow_data`` or the other documents: a batch needs none of them.
"""
sql = (
"SELECT gi.id, gi.image_path, gi.prompt_id, "
"(SELECT GROUP_CONCAT(t.name, '|||') FROM prompt_tags pt "
"JOIN tags t ON pt.tag_id = t.id WHERE pt.prompt_id = gi.prompt_id) "
"AS prompt_tags "
"FROM generated_images gi "
"INNER JOIN prompts p ON gi.prompt_id = p.id "
"WHERE gi.image_path IS NOT NULL AND gi.image_path != '' "
"ORDER BY gi.generation_time DESC, gi.id DESC"
)
with self.model.get_connection() as conn:
return [
{
"id": row["id"],
"image_path": row["image_path"],
"prompt_id": row["prompt_id"],
"prompt_tags": (
row["prompt_tags"].split("|||") if row["prompt_tags"] else []
),
}
for row in conn.execute(sql)
]
def get_all_images(
self,
limit: int = 0,
+2 -4
View File
@@ -268,10 +268,8 @@ class PromptManagerBase:
cache = get_trigger_cache()
# Lazy-load cache on first use; a failed load waits before the next try
# (#355: never a rescan of LoraManager's folders on every run).
retry_due = getattr(cache, "retry_due", lambda: True)
if not cache.is_loaded and IntegrationConfig.LORA_MANAGER_PATH and retry_due():
# Lazy-load cache on first use
if not cache.is_loaded and IntegrationConfig.LORA_MANAGER_PATH:
cache.load(IntegrationConfig.LORA_MANAGER_PATH)
modified, injected = inject_trigger_words(text, cache)
+7 -52
View File
@@ -362,11 +362,8 @@ class PromptManagerAPI(
# background walks refreshing them (py/api/gallery_listing.py, #348).
self._root_listings: dict[str, RootListing] = {}
self._listing_tasks: set = set()
# The loop the walks run on, set by the startup warm-up or the first
# walk; the monitor's thread hops onto it (notify_output_settled).
# The loop the walks run on, set by the first walk.
self._listing_loop = None
# Set by cleanup_gallery_listings: no background walk starts after it.
self._listings_closed = False
# The workspace caches rebuilt behind a stored walk that changed the
# listing, once the host's startup warm-up has run (#348).
self._workspace_warm_enabled = False
@@ -495,7 +492,7 @@ class PromptManagerAPI(
"""The shared listing record of one output root (created empty)."""
return self._root_listings.setdefault(str(root), RootListing())
def invalidate_gallery_cache(self, retire=False):
def invalidate_gallery_cache(self):
"""Drop every root's listing, so the next read waits for a new walk.
Called after files are deleted through the app (duplicate cleanup and
@@ -506,9 +503,6 @@ class PromptManagerAPI(
_workspace_listed and _card_facts); its sort orders are dropped, as
the walk replaces them anyway, and so is the favorites lookup, which
holds the old list.
``retire`` (the roots changed): no background walk of a root starts
again until a reader or the warm-up asks for it.
"""
loop = self._listing_loop
if loop is not None and loop.is_running() and _running_loop() is not loop:
@@ -519,7 +513,7 @@ class PromptManagerAPI(
def drop():
try:
self._drop_listings(retire)
self._drop_listings()
finally:
dropped.set()
@@ -527,19 +521,11 @@ class PromptManagerAPI(
if not dropped.wait(_OFF_LOOP_DROP_WAIT):
self.logger.warning("The Images listing drop is still queued")
return
self._drop_listings(retire)
self._drop_listings()
def _drop_listings(self, retire=False):
def _drop_listings(self):
for record in list(self._root_listings.values()):
record.drop()
if retire:
# The roots changed: a removed root must not come back through
# a pending timer, a trailing walk or a monitor mark.
record.retired = True
record.dirty = False
handle, record.rewalk_handle = record.rewalk_handle, None
if handle is not None:
handle.cancel()
self._workspace_order_cache = {}
self._favorite_listing_cache = {}
@@ -553,36 +539,15 @@ class PromptManagerAPI(
# Each stored walk that changes a listing then rebuilds the workspace's
# per-file values, orders and favorites behind it (_warm_workspace).
self._workspace_warm_enabled = True
self._listing_loop = asyncio.get_running_loop()
self._listings_closed = False
try:
for root in self._get_all_output_dirs():
self._root_listing(root).retired = False
self._schedule_walk(root)
except Exception as e:
self.logger.warning(f"Could not warm the Images listing: {e}")
def notify_output_settled(self, path):
"""The image monitor settled an output at *path* (any thread).
Called on the monitor's worker thread with the resolved path. It only
hands the path to the event loop (``output_settled``) and never
touches a listing from this thread; before the loop is known, or once
the listings are cleaned up, it does nothing.
"""
loop = self._listing_loop
if loop is None or self._listings_closed or not loop.is_running():
return
try:
loop.call_soon_threadsafe(self.output_settled, path)
except RuntimeError:
pass # the loop closed meanwhile (shutdown)
async def cleanup_gallery_listings(self, app=None):
"""Stop the background listing walks (aiohttp on_cleanup)."""
self._workspace_warm_enabled = False
# No mark, deferred walk or trailing walk starts a walk from now on.
self._listings_closed = True
# Before any await, so no delayed refresh can start a walk meanwhile.
for record in self._root_listings.values():
handle, record.rewalk_handle = record.rewalk_handle, None
@@ -606,7 +571,7 @@ class PromptManagerAPI(
def reset_gallery_roots_cache(self):
"""Drop every cached listing and derived workspace value (roots changed)."""
self.invalidate_gallery_cache(retire=True)
self.invalidate_gallery_cache()
self._workspace_listed_cache = {}
self._workspace_card_cache = {}
@@ -750,12 +715,7 @@ class PromptManagerAPI(
# ── Shared utilities used by multiple mixins ──────────────────────
def _enrich_images(self, images):
"""Add url and thumbnail_url to a flat list of image dicts.
Each dict without ``is_video`` also gets ``is_video`` and
``media_type`` from its extension (#355: a linked LoraManager video
outside the output folders is shown as a video, not a picture).
"""
"""Add url and thumbnail_url to a flat list of image dicts."""
from urllib.parse import quote as url_quote
output_dirs = self._get_all_output_dirs()
@@ -765,11 +725,6 @@ class PromptManagerAPI(
if not image_path_str:
continue
if "is_video" not in image:
video = is_video_path(image_path_str)
image["is_video"] = video
image["media_type"] = "video" if video else "image"
img_path = Path(image_path_str)
# Set fallback url via image ID
+24 -17
View File
@@ -10,15 +10,12 @@ filesystem or the database.
import math
from ..tagging_defaults import ( # noqa: F401 - re-exported for the route
LLM_MODEL_TYPES as LLM_MODELS,
MAX_INSTRUCTION_BYTES,
MAX_INSTRUCTION_CHARS,
MODEL_TYPES,
WD14_MODEL_TYPES as WD14_MODELS,
validate_template,
validate_threshold,
)
WD14_MODELS = frozenset({"wd14-swinv2", "wd14-vit"})
LLM_MODELS = frozenset({"gguf", "hf"})
MODEL_TYPES = WD14_MODELS | LLM_MODELS
MAX_INSTRUCTION_CHARS = 4000
MAX_INSTRUCTION_BYTES = 16 * 1024
SUGGEST_FIELDS = frozenset(
{"target", "capture_token", "expected_epoch", "model_type", "options"}
@@ -27,7 +24,7 @@ _COMMON = frozenset({"suggestion_limit", "use_gpu"})
_WD14_REQUIRED = frozenset({"general_threshold", "character_threshold"})
_LLM_REQUIRED = frozenset({"instructions"})
UNAVAILABLE_HINT = "Download it in System › Auto-tagging."
UNAVAILABLE_HINT = "Download it from the legacy Auto-tag page."
class OptionError(ValueError):
@@ -35,17 +32,27 @@ class OptionError(ValueError):
def _threshold(name: str, value) -> float:
try:
return validate_threshold(name, value)
except ValueError as error:
raise OptionError(str(error)) from None
if type(value) not in (int, float) or not math.isfinite(value):
raise OptionError(f"{name} must be a finite number")
if not 0 <= value <= 1:
raise OptionError(f"{name} must be between 0 and 1")
return float(value)
def _instructions(value) -> str:
if not isinstance(value, str) or not value.strip():
raise OptionError("instructions must be non-empty text")
if len(value) > MAX_INSTRUCTION_CHARS:
raise OptionError(
f"instructions must be at most {MAX_INSTRUCTION_CHARS} characters"
)
try:
return validate_template(value)
except ValueError as error:
raise OptionError(str(error)) from None
encoded = value.encode("utf-8")
except UnicodeEncodeError:
raise OptionError("instructions must be valid Unicode text") from None
if len(encoded) > MAX_INSTRUCTION_BYTES:
raise OptionError("instructions are too long")
return value
def validate_options(model_type, options, *, default_limit: int, max_limit: int):
+85 -628
View File
@@ -1,26 +1,14 @@
"""AutoTag API routes for PromptManager."""
import asyncio
import contextlib
import functools
import json
import os
import re
import threading
import time
from pathlib import Path
from typing import Optional
from urllib.parse import quote
from .job_routes import busy_response
from .jobs import (
AUTOTAG_BATCH_JOB_KIND,
AUTOTAG_GROUP_NAMES,
MODEL_DOWNLOAD_JOB_KIND,
JobBusy,
)
from .admin import _plural, _scan_location, _scan_roots
from .maintenance import disk_plan, short_space_message
from .jobs import AUTOTAG_BATCH_JOB_KIND
from .prompts import thumbnail_url_for
from . import thumbnail_settings
from .. import model_gate
@@ -28,104 +16,20 @@ from .. import model_gate
from aiohttp import web
_INTERNAL_ERROR = "An internal error occurred. Check server logs for details."
# Tag output images (#328): the native prompt-tag batch.
AUTOTAG_JOB_TITLE = "Tag output images"
AUTOTAG_PREVIEW_LEASE = "Tag output images review"
AUTOTAG_OWNER_KIND = "autotag-job"
BATCH_PREVIEW_BODY_MAX = 1024
BATCH_JOB_BODY_MAX = 32 * 1024
REVIEW_REQUIRED = (
"Replacing tags needs a review of each image. Use Preview tagging review, "
"or choose Skip or Merge for a batch run."
)
BATCH_CANCELLED = "Cancelled. Tags already added were kept."
_BUSY_ERROR = "Auto-tagging is already running"
MODEL_BUSY_ERROR = (
"A tagging model is busy with another operation. Try again when it finishes."
)
# Who holds the model gate, as a 409 model-busy names it (``operation``). An
# owner is ``"<kind>:<uuid>"`` (``model_gate.new_owner``); a download names
# its own job, whose title says which model.
MODEL_DOWNLOAD_OWNER_KIND = "model-download"
OWNER_LABELS = {
"autotag-job": "Tag output images",
"legacy-batch": "Tag output images (legacy page)",
"legacy-single": "Tagging one image (legacy page)",
"legacy-unload": "Unloading the tagging model",
"image-tag-job": "Auto-tag selected images",
"image-annotations": "Generate suggestions",
}
ANOTHER_OPERATION = "Another tagging operation"
_DOWNLOAD_FAILED = "The download failed. Check server logs for details."
# POST /jobs/model-download carries only {model_type}.
MODEL_DOWNLOAD_BODY_MAX = 1024
# The running download's gate owner and job title. Only one download runs at a
# time and each needs the gate, so a new start replaces the entry.
_download_titles = {}
def _holder_label(holder: Optional[str]) -> str:
if not holder:
return ANOTHER_OPERATION
kind = holder.split(":", 1)[0]
if kind == MODEL_DOWNLOAD_OWNER_KIND:
return _download_titles.get(holder, ANOTHER_OPERATION)
return OWNER_LABELS.get(kind, ANOTHER_OPERATION)
def model_busy_response() -> web.Response:
"""``409 model-busy``: another operation holds the shared model gate.
``operation`` names the holder (``OWNER_LABELS``), or "Another tagging
operation" when the gate was freed meanwhile or the kind is unknown.
"""
"""``409 model-busy``: another operation holds the shared model gate."""
return web.json_response(
{
"success": False,
"code": "model-busy",
"error": MODEL_BUSY_ERROR,
"operation": _holder_label(model_gate.holder()),
},
{"success": False, "code": "model-busy", "error": MODEL_BUSY_ERROR},
status=409,
)
_SIZE = re.compile(r"^(~?[0-9.]+)\s*([KMGT]?B)$")
def size_label(size: str) -> str:
"""The engine table's size with a space before the unit (``~400 MB``)."""
match = _SIZE.match(str(size or "").strip())
return f"{match.group(1)} {match.group(2)}" if match else str(size or "")
def public_models(status: dict, loaded_type: Optional[str]) -> dict:
"""Each engine model's public entry: names and sizes from ``MODELS``, the
flags from ``status``; never a path (``model_path`` is dropped)."""
from ..autotag import MODELS
models = {}
for model_type, config in MODELS.items():
flags = status.get(model_type) or {}
entry = {
"name": config["name"],
"label": config["label"],
"description": config["description"],
"size": config["size"],
"size_label": size_label(config["size"]),
"downloaded": bool(flags.get("downloaded")),
"loaded": loaded_type == model_type,
}
for key in ("model_exists", "mmproj_exists"):
if key in flags:
entry[key] = bool(flags[key])
models[model_type] = entry
return models
# Only these may be handed to the tagging engine or listed by the scanner.
_MEDIA_EXTENSIONS = frozenset(
{".png", ".jpg", ".jpeg", ".webp", ".gif", ".bmp", ".tiff", ".tif"}
@@ -161,39 +65,6 @@ def path_is_within(candidate, root) -> bool:
return child != parent and child.is_relative_to(parent)
def _thresholds_or_saved(general, character):
"""The request's WD14 thresholds as floats; one it omits is the saved
default (``autotag.defaults``, OQ4). Raises ValueError/TypeError."""
from ..config import AutotagConfig
return (
AutotagConfig.GENERAL_THRESHOLD if general is None else float(general),
AutotagConfig.CHARACTER_THRESHOLD if character is None else float(character),
)
async def _single(event):
"""A stream of one event."""
yield event
_monotonic = time.monotonic # the legacy frames' throttle clock (patched in tests)
# What one image came to in a batch (``on_item``): fixed strings, never an
# exception's text.
SKIP_DETAILS = {
"unlinked": "File not found",
"prompt already processed": "Prompt handled by another image",
"outside allowed directories": "Outside the output folders",
"file missing": "File not found",
"already tagged": "Prompt already tagged",
}
def _added(count):
return f"Added {count} tag" if count == 1 else f"Added {count} tags"
async def _refusal(title):
"""The single error event of an auto-tag batch refused by another job."""
message = f"{title} already running"
@@ -212,10 +83,6 @@ class AutotagRoutesMixin:
async def download_autotag_model_route(request):
return await self.download_autotag_model(request)
@routes.post("/prompt_manager/autotag/batch/preview")
async def preview_autotag_batch_route(request):
return await self.preview_autotag_batch(request)
@routes.post("/prompt_manager/autotag/start")
async def start_autotag_route(request):
return await self.start_autotag(request)
@@ -243,24 +110,18 @@ class AutotagRoutesMixin:
from ..config import AutotagConfig
service = get_autotag_service()
# Off the loop: the HuggingFace check walks the whole HF cache.
status = await self._run_in_executor(service.get_models_status)
loaded = service.is_model_loaded()
loaded_type = service.get_loaded_model_type() if loaded else None
models_status = service.get_models_status()
return web.json_response(
{
"success": True,
"models": public_models(status, loaded_type),
# The saved tagging defaults (#328, System › Auto-tagging).
"default_prompt": AutotagConfig.TEMPLATE,
"model_loaded": loaded,
"loaded_model_type": loaded_type,
"wd14_general_threshold": AutotagConfig.GENERAL_THRESHOLD,
"wd14_character_threshold": AutotagConfig.CHARACTER_THRESHOLD,
"models": models_status,
"default_prompt": service.default_prompt,
"model_loaded": service.is_model_loaded(),
"loaded_model_type": service.get_loaded_model_type(),
"wd14_general_threshold": service.wd14_general_threshold,
"wd14_character_threshold": service.wd14_character_threshold,
"suggestion_limit": AutotagConfig.suggestion_limit(),
"model_type": AutotagConfig.MODEL_TYPE,
"existing": AutotagConfig.EXISTING,
}
)
@@ -298,156 +159,55 @@ class AutotagRoutesMixin:
return response
async def download_autotag_model(self, request):
"""Download a tagging model, streaming the legacy events (POST only).
The download is the model_download Activity job: this request
attaches to a running download of the same model or starts one, and
streams the legacy frames until the job ends. A client disconnect
ends only the stream; the download goes on. A running download of
another model answers 409 model-busy (it holds the gate).
"""
from ..autotag import MODELS, get_autotag_service
"""Download an AutoTag model with streaming progress (POST only)."""
model_type = request.match_info.get("model_type")
if model_type not in MODELS:
invalid = {"type": "error", "message": f"Invalid model type: {model_type}"}
return await self._stream_sse(request, _single(invalid))
try:
job = self._jobs.active(MODEL_DOWNLOAD_JOB_KIND)
if job is not None and job.scope.get("model_type") != model_type:
return model_busy_response()
if job is None:
job, refusal = self._start_model_download(
model_type, get_autotag_service()
owner = model_gate.new_owner("legacy-download")
async def events():
try:
from ..autotag import get_autotag_service
service = get_autotag_service()
if model_type not in service.models_config:
yield {
"type": "error",
"message": f"Invalid model type: {model_type}",
}
return
yield {
"type": "progress",
"progress": 0,
"status": "Starting download...",
}
def progress_callback(status: str, progress: float):
pass
success = await model_gate.run(
owner, service.download_model, model_type, progress_callback
)
if refusal is not None:
return refusal
except Exception:
self.logger.exception("Download model error")
failed = {"type": "error", "message": _INTERNAL_ERROR}
return await self._stream_sse(request, _single(failed))
return await self._stream_sse(request, self._download_frames(job))
if success:
yield {
"type": "complete",
"progress": 100,
"status": "Download complete",
}
else:
yield {"type": "error", "message": "Download failed"}
except Exception:
self.logger.exception("Download model error")
yield {
"type": "error",
"message": _INTERNAL_ERROR,
}
@staticmethod
async def _download_frames(job):
"""The legacy download frames for job: start, then its end."""
yield {"type": "progress", "progress": 0, "status": "Starting download..."}
async with contextlib.aclosing(job.events()) as events:
async for _payload in events:
pass
if job.state == "finished":
yield {"type": "complete", "progress": 100, "status": "Download complete"}
else:
yield {"type": "error", "message": "Download failed"}
# ── model download job (#328) ───────────────────────────────────────
async def start_model_download_job(self, request):
"""``POST /jobs/model-download {model_type}``: 202 with the job.
400 for a bad body, 409 ``busy`` while a download (or an exclusive
job) runs, 409 ``model-busy`` while another operation holds the gate.
"""
data, error = await self._read_json_body(
request, max_bytes=MODEL_DOWNLOAD_BODY_MAX
)
if error is not None:
return error
if set(data) != {"model_type"}:
return self._bad_request("The body must be exactly {model_type}")
from ..autotag import MODELS, get_autotag_service
model_type = data["model_type"]
if not isinstance(model_type, str) or model_type not in MODELS:
return self._bad_request(
"model_type must be one of " + ", ".join(sorted(MODELS))
)
try:
job, refusal = self._start_model_download(model_type, get_autotag_service())
except Exception as e:
self.logger.exception("Model download start error")
return web.json_response(
{"success": False, "error": self._public_error(e)}, status=500
)
if refusal is not None:
return refusal
return web.json_response({"success": True, "job": job.summary()}, status=202)
def _start_model_download(self, model_type, service):
"""Register the download job: ``(job, None)`` or ``(None, refusal)``.
Synchronous (no await between the checks and the start). The gate is
taken before the job registers and released when the runner ends,
also when the task is cancelled before the runner ever starts.
"""
from ..autotag import MODELS
busy = self._jobs.blocker(MODEL_DOWNLOAD_JOB_KIND, admission="read")
if busy is not None:
return None, busy_response(JobBusy(busy))
owner = model_gate.new_owner(MODEL_DOWNLOAD_OWNER_KIND)
if not model_gate.try_acquire(owner):
return None, model_busy_response()
config = MODELS[model_type]
label = config["label"]
title = f"Tagging model download · {label}"
_download_titles.clear()
_download_titles[owner] = title
return model_busy_response()
try:
job = self._jobs.start(
MODEL_DOWNLOAD_JOB_KIND,
title,
admission="read",
cancellable=False,
scope={
"model_type": model_type,
"label": label,
"size_label": size_label(config["size"]),
},
runner=functools.partial(
self._run_model_download, service, model_type, owner
),
)
except BaseException as refused:
# JobBusy, or anything else the registry raised: give the gate back.
model_gate.release(owner)
_download_titles.pop(owner, None)
if isinstance(refused, JobBusy):
return None, busy_response(refused)
raise
def ended(_task):
model_gate.release(owner)
if model_gate.holder() != owner: # not while a thread still runs
_download_titles.pop(owner, None)
job.task.add_done_callback(ended)
return job, None
async def _run_model_download(self, service, model_type, owner, job):
label = job.scope["label"]
job.update(status_line=f"Downloading {label} ({job.scope['size_label']})")
job.log_line(f"Download started: {label}")
job.publish({"type": "status", "status": job.status_line})
try:
ok = await model_gate.run(owner, service.download_model, model_type, None)
except Exception:
self.logger.exception(f"Tagging model download failed: {model_type}")
ok = False
return await self._stream_sse(request, events())
finally:
# Before the job ends, so a reader that sees the end finds the
# gate free (a running download thread defers the release).
model_gate.release(owner)
if ok:
job.update(status_line=f"Downloaded {label}")
job.log_line(f"Download finished: {label}")
job.publish({"type": "status", "status": job.status_line})
job.finish("finished")
return
job.update(status_line=_DOWNLOAD_FAILED)
job.log_line(f"Download failed: {label}")
job.publish({"type": "status", "status": job.status_line})
job.finish("failed")
async def _read_start_params(self, request) -> Optional[dict]:
"""Merge query-string and optional JSON-body parameters for autotag/start.
@@ -478,48 +238,35 @@ class AutotagRoutesMixin:
and not t.startswith("append:")
]
async def _apply_tags_to_prompt(self, prompt_id, tags) -> int:
"""Merge ``tags`` into the prompt; how many new tags were added."""
async def _apply_tags_to_prompt(self, prompt_id, tags) -> bool:
"""Merge ``tags`` into the prompt; True when something new was added."""
existing_prompt = await self._run_in_executor(
self.db.get_prompt_by_id, prompt_id
)
if not existing_prompt:
return 0
return False
existing_tags = existing_prompt.get("tags", [])
if isinstance(existing_tags, str):
existing_tags = [t.strip() for t in existing_tags.split(",") if t.strip()]
new_tags = list(dict.fromkeys(t for t in tags if t not in existing_tags))
new_tags = [t for t in tags if t not in existing_tags]
if not new_tags:
return 0
return False
await self._run_in_executor(
self.db.update_prompt_metadata, prompt_id, tags=existing_tags + new_tags
)
return len(new_tags)
return True
async def _autotag_batch_events(self, service, opts: dict):
"""Yield SSE progress dicts while tagging every image linked to a prompt.
"""Yield SSE progress dicts while tagging every image linked to a prompt."""
import time as _time
Both batches run here: the legacy page's (its frames unchanged) and
the ``autotag`` job's. ``opts``: ``model_type``, ``keep_in_memory``,
``existing`` (``skip`` leaves prompts with real tags alone, ``merge``
adds to them), the two thresholds, and optionally ``gate_owner``,
``prompt`` (the template, passed to each call; the legacy page sets
``custom_prompt`` instead), ``cancelled`` (checked before each image:
a cancelled run returns without a ``complete`` frame) and
``on_item(index, total, group, image_path, detail)`` (one outcome per
image, ``SKIP_DETAILS`` for the skips).
"""
model_type = opts["model_type"]
keep_in_memory = opts["keep_in_memory"]
cancelled = opts.get("cancelled") or (lambda: False)
on_item = opts.get("on_item") or (lambda *_args: None)
status = await self._run_in_executor(service.get_models_status)
status = service.get_models_status()
if not status.get(model_type, {}).get("downloaded"):
yield {"type": "error", "message": f"Model {model_type} not downloaded"}
return
if cancelled():
return
yield {"type": "progress", "progress": 0, "status": "Loading model..."}
run = self._gated_runner(opts.get("gate_owner"))
try:
@@ -532,21 +279,15 @@ class AutotagRoutesMixin:
}
return
if opts.get("custom_prompt"):
if opts["custom_prompt"]:
service.custom_prompt = opts["custom_prompt"]
tag_kwargs = {
"general_threshold": opts["general_threshold"],
"character_threshold": opts["character_threshold"],
}
if opts.get("prompt"):
tag_kwargs["prompt"] = opts["prompt"]
yield {
"type": "progress",
"progress": 5,
"status": "Model loaded. Fetching all images from database...",
}
images = await self._run_in_executor(self.db.autotag_batch_candidates)
images = await self._run_in_executor(self.db.get_all_images)
total = len(images)
if total == 0:
yield {
@@ -558,8 +299,7 @@ class AutotagRoutesMixin:
"skipped_outside_roots": 0,
"status": "No images with linked prompts found",
}
if not keep_in_memory:
service.unload_model()
service.unload_model()
return
yield {
@@ -576,7 +316,7 @@ class AutotagRoutesMixin:
"skipped_outside_roots": 0,
}
tagged_prompt_ids = set()
last_update = _monotonic()
last_update = _time.monotonic()
finished = False
def progress_event(i, message):
@@ -592,8 +332,6 @@ class AutotagRoutesMixin:
try:
for i, image_data in enumerate(images):
if cancelled():
return
image_path = image_data.get("image_path")
prompt_id = image_data.get("prompt_id")
skip_reason = None
@@ -612,7 +350,7 @@ class AutotagRoutesMixin:
counts["skipped_outside_roots"] += 1
else:
skip_reason = "file missing"
elif opts["existing"] == "skip" and self._real_tags(
elif opts["skip_tagged"] and self._real_tags(
image_data.get("prompt_tags", [])
):
tagged_prompt_ids.add(prompt_id)
@@ -620,8 +358,7 @@ class AutotagRoutesMixin:
if skip_reason is not None:
counts["skipped"] += 1
on_item(i, total, "skipped", image_path, SKIP_DETAILS[skip_reason])
now = _monotonic()
now = _time.monotonic()
if (now - last_update) >= 0.5 or i == total - 1:
yield progress_event(
i, f"Skipping {i + 1}/{total} ({skip_reason})..."
@@ -631,17 +368,17 @@ class AutotagRoutesMixin:
continue
try:
tags = await run(service.generate_tags, allowed_path, **tag_kwargs)
tags = await run(
service.generate_tags,
allowed_path,
general_threshold=opts["general_threshold"],
character_threshold=opts["character_threshold"],
)
counts["processed"] += 1
added = 0
if tags:
added = await self._apply_tags_to_prompt(prompt_id, tags)
if added:
if tags and await self._apply_tags_to_prompt(prompt_id, tags):
counts["tagged"] += 1
on_item(i, total, "tagged", image_path, _added(added))
else:
counts["skipped"] += 1
on_item(i, total, "unchanged", image_path, "No new tags")
tagged_prompt_ids.add(prompt_id)
except Exception as img_err:
self.logger.error(
@@ -650,11 +387,10 @@ class AutotagRoutesMixin:
)
counts["errors"] += 1
counts["processed"] += 1
on_item(i, total, "errors", image_path, "Tagging failed")
yield progress_event(i, f"Processing {i + 1}/{total}...")
await asyncio.sleep(0.01)
last_update = _monotonic()
last_update = _time.monotonic()
finished = True
if not keep_in_memory:
@@ -682,22 +418,16 @@ class AutotagRoutesMixin:
opts = {
"model_type": params.get("model_type", "gguf"),
"custom_prompt": params.get("prompt", ""),
"existing": (
"skip"
if str(params.get("skip_tagged", "true")).lower() == "true"
else "merge"
),
"skip_tagged": str(params.get("skip_tagged", "true")).lower() == "true",
"keep_in_memory": str(params.get("keep_in_memory", "true")).lower()
== "true",
"general_threshold": params.get("general_threshold"),
"character_threshold": params.get("character_threshold"),
}
try:
opts["general_threshold"], opts["character_threshold"] = (
_thresholds_or_saved(
opts["general_threshold"], opts["character_threshold"]
)
)
for key in ("general_threshold", "character_threshold"):
if opts[key] is not None:
opts[key] = float(opts[key])
except (ValueError, TypeError):
return self._bad_request(
"general_threshold and character_threshold must be numeric"
@@ -727,9 +457,7 @@ class AutotagRoutesMixin:
# never runs beside a scan, restore or the workspace tagging job.
busy = self._jobs.blocker(AUTOTAG_BATCH_JOB_KIND, admission="records")
if busy is not None:
# A second legacy batch keeps its JSON 409; the workspace's Tag
# output images job is named in a stream frame.
if busy.kind == AUTOTAG_BATCH_JOB_KIND and busy.title != AUTOTAG_JOB_TITLE:
if busy.kind == AUTOTAG_BATCH_JOB_KIND: # unchanged payload
return web.json_response(
{"success": False, "error": _BUSY_ERROR}, status=409
)
@@ -739,7 +467,7 @@ class AutotagRoutesMixin:
return await self._stream_sse(request, _refusal(busy.title))
async with self._jobs.hold(
AUTOTAG_BATCH_JOB_KIND,
OWNER_LABELS["legacy-batch"],
"Auto-tag images (legacy page)",
admission="records",
) as job:
response = await self._start_autotag_batch(request, opts, events)
@@ -763,278 +491,6 @@ class AutotagRoutesMixin:
finally:
_autotag_batch_lock.release()
# ── Tag output images (#328) ────────────────────────────────────────
async def _batch_body(self, request, keys, max_bytes):
"""``(data, None)`` for a JSON object with exactly ``keys``."""
data, error = await self._read_json_body(request, max_bytes=max_bytes)
if error is not None:
return None, error
if set(data) != set(keys):
return None, self._bad_request(
"The body must be exactly {" + ", ".join(keys) + "}"
)
return data, None
@staticmethod
def _batch_choice(data):
"""The model's engine entry and the policy, or a 400 message."""
from ..autotag import MODELS
from ..config import EXISTING_POLICIES
model_type, existing = data.get("model_type"), data.get("existing")
if not isinstance(model_type, str) or model_type not in MODELS:
return None, "model_type must be one of " + ", ".join(sorted(MODELS))
if not isinstance(existing, str) or existing not in EXISTING_POLICIES:
return None, "existing must be one of " + ", ".join(EXISTING_POLICIES)
return MODELS[model_type], None
async def preview_autotag_batch(self, request):
"""Review Tag output images: counts, model, backup and disk; no write.
Opens no image file. Refused (409 ``busy``) while an exclusive job runs.
"""
try:
async with self._jobs.lease(AUTOTAG_PREVIEW_LEASE):
return await self._preview_autotag_batch(request)
except JobBusy as busy:
return busy_response(busy)
async def _preview_autotag_batch(self, request):
from ..autotag import get_autotag_service
data, error = await self._batch_body(
request, ("model_type", "existing"), BATCH_PREVIEW_BODY_MAX
)
if error is not None:
return error
config, message = self._batch_choice(data)
if message:
return self._bad_request(message)
model_type, existing = data["model_type"], data["existing"]
policy = self._safety_backup_policy()
try:
candidates = await self._run_in_executor(self.db.autotag_batch_candidates)
status = await self._run_in_executor(
get_autotag_service().get_models_status
)
disk, _short, _size = await self._run_in_executor(
functools.partial(
disk_plan,
self.db.model.db_path,
backup=policy != "off",
vacuum=False,
)
)
except Exception as e:
self.logger.exception("Tag output images could not be reviewed")
return web.json_response(
{"success": False, "error": self._public_error(e)}, status=500
)
prompts = {row["prompt_id"]: row["prompt_tags"] for row in candidates}
tagged = sum(1 for tags in prompts.values() if self._real_tags(tags))
to_tag = len(prompts) - tagged if existing == "skip" else len(prompts)
return web.json_response(
{
"success": True,
"images": len(candidates),
"prompts": len(prompts),
"already_tagged": tagged,
"to_tag": to_tag,
"model": {
"type": model_type,
"label": config["label"],
"size_label": size_label(config["size"]),
"downloaded": bool(
(status.get(model_type) or {}).get("downloaded")
),
},
"existing": existing,
"review_required": existing == "replace_after_review",
"backup": {"policy": policy},
"disk": disk,
}
)
async def start_autotag_job(self, request):
"""``POST /jobs/autotag``: start Tag output images (202), or refuse.
In order: 400 body or options, 400 ``review-required``; 409
``model-unavailable``; 507 ``insufficient-space``; 409 ``busy``
(another records job, the legacy batch's hold included); 409
``model-busy``. No await follows the busy check.
"""
from ..autotag import get_autotag_service
from ..config import MAX_SUGGESTION_LIMIT, AutotagConfig
from .annotation_suggest import OptionError, validate_options
data, error = await self._batch_body(
request, ("model_type", "existing", "options"), BATCH_JOB_BODY_MAX
)
if error is not None:
return error
config, message = self._batch_choice(data)
if message:
return self._bad_request(message)
model_type, existing, options = (
data["model_type"],
data["existing"],
data["options"],
)
if isinstance(options, dict) and {"suggestion_limit", "use_gpu"} & set(options):
return self._bad_request("options take no suggestion_limit or use_gpu")
try:
_model, options = validate_options(
model_type,
options,
default_limit=AutotagConfig.suggestion_limit(),
max_limit=MAX_SUGGESTION_LIMIT,
)
except OptionError as error:
return self._bad_request(str(error))
if existing == "replace_after_review":
return web.json_response(
{"success": False, "code": "review-required", "error": REVIEW_REQUIRED},
status=400,
)
service = get_autotag_service()
backup_on = self._safety_backup_policy() == "on"
try:
status = await self._run_in_executor(service.get_models_status)
candidates = await self._run_in_executor(self.db.autotag_batch_candidates)
_disk, short, _size = await self._run_in_executor(
functools.partial(
disk_plan, self.db.model.db_path, backup=backup_on, vacuum=False
)
)
except Exception as e:
self.logger.exception("Tag output images could not start")
return web.json_response(
{"success": False, "error": self._public_error(e)}, status=500
)
if not (status.get(model_type) or {}).get("downloaded"):
return web.json_response(
{
"success": False,
"code": "model-unavailable",
"error": f"{config['label']} is not downloaded. "
"Download it in System › Auto-tagging.",
},
status=409,
)
if backup_on and short is not None:
return web.json_response(
{
"success": False,
"code": "insufficient-space",
"error": short_space_message(short),
},
status=507,
)
busy = self._jobs.blocker(AUTOTAG_BATCH_JOB_KIND, admission="records")
if busy is not None:
return busy_response(JobBusy(busy))
owner = model_gate.new_owner(AUTOTAG_OWNER_KIND)
if not model_gate.try_acquire(owner):
return model_busy_response()
opts = {
"model_type": model_type,
"existing": existing,
"keep_in_memory": True,
"gate_owner": owner,
"general_threshold": options.get("general_threshold"),
"character_threshold": options.get("character_threshold"),
"prompt": options.get("instructions"),
}
try:
job = self._jobs.start(
AUTOTAG_BATCH_JOB_KIND,
AUTOTAG_JOB_TITLE,
admission="records",
cancellable=True,
scope={
"model_type": model_type,
"existing": existing,
"images": len(candidates),
"label": config["label"],
},
groups=AUTOTAG_GROUP_NAMES,
runner=functools.partial(
self._run_autotag_job, service, opts, backup_on
),
)
except BaseException as refused:
model_gate.release(owner)
if isinstance(refused, JobBusy):
return busy_response(refused)
raise
job.task.add_done_callback(lambda _task: model_gate.release(owner))
return web.json_response({"success": True, "job": job.summary()}, status=202)
async def _run_autotag_job(self, service, opts, backup_on, job):
ok, _backup = await self._safety_backup_step(job, self.db, backup_on)
if not ok:
return
try:
await self._tag_output_images(service, opts, job)
except Exception:
self.logger.exception("Tag output images failed")
job.update(status_line=_INTERNAL_ERROR)
job.log_line(f"Tagging failed · {_INTERNAL_ERROR}")
job.finish("failed")
finally:
if backup_on:
await self._prune_backup_pool(job, self.db)
async def _tag_output_images(self, service, opts, job):
roots = _scan_roots(self._get_all_output_dirs())
job.log_line(
f"Tagging started · {job.scope['label']} · "
+ ("skip prompts already tagged" if opts["existing"] == "skip" else "merge")
)
job.update(status_line="Loading the tagging model")
def on_item(index, total, group, image_path, detail):
path, root, root_index = _scan_location(image_path or "", roots)
job.update(
processed=index + 1,
total=total,
progress=100 * (index + 1) // total,
status_line=f"Tagging {index + 1} of {total}",
)
job.record(
group,
{
"path": path,
"root": root,
"root_index": root_index,
"detail": detail,
},
f"{path}: {detail}",
)
job.publish({"type": "progress", "progress": job.progress})
final = None
async for event in self._autotag_batch_events(
service,
{**opts, "cancelled": lambda: job.cancelled, "on_item": on_item},
):
if event.get("type") in ("complete", "error"):
final = event
if final is not None and final["type"] == "error":
job.update(status_line=final["message"])
job.log_line(f"Tagging failed · {final['message']}")
job.finish("failed")
elif job.cancelled: # a cancel wins over a run that then completed
job.update(status_line=BATCH_CANCELLED)
job.log_line(BATCH_CANCELLED)
job.finish("cancelled")
else:
done = f"Tagged {_plural(job.counters.get('tagged', 0), 'prompt')}"
job.update(status_line=done, progress=100)
job.log_line(done)
job.finish("finished")
def _gated_runner(self, owner):
"""Executor calls under the model gate *owner* holds (plain when None)."""
if owner is None:
@@ -1151,9 +607,10 @@ class AutotagRoutesMixin:
general_threshold = data.get("general_threshold")
character_threshold = data.get("character_threshold")
try:
general_threshold, character_threshold = _thresholds_or_saved(
general_threshold, character_threshold
)
if general_threshold is not None:
general_threshold = float(general_threshold)
if character_threshold is not None:
character_threshold = float(character_threshold)
except (ValueError, TypeError):
return self._bad_request(
"general_threshold and character_threshold must be numeric"
+20 -211
View File
@@ -6,20 +6,13 @@ loop; the walk itself, the comparison with the previous listing and both
folder sets run in the executor through ``walk_root``. Routes live in
``py/api/images.py`` (``_listing``); this module has no aiohttp import so
tests can exercise it without a server.
A settled output the image monitor reports is added to its root's stored
listing without a walk (``output_settled``, ``insert_entry``), in the place
a walk would list it. When that cannot be exact, the root is marked dirty
(``mark_root_dirty``) instead; a dirty root gets one background walk, no
sooner than ``rewalk_interval`` after its previous walk started (PR 2).
"""
from __future__ import annotations
import asyncio
import os
from bisect import bisect_left
from dataclasses import dataclass, field
from dataclasses import dataclass
from pathlib import PurePath
from typing import Callable, NamedTuple
@@ -33,19 +26,6 @@ REFRESH_AFTER = 30
# (#348 live test: reads during the walk took 2.2 s instead of 0.07 s).
REFRESH_DELAY = 1.0
# No background walk of a root starts sooner than rewalk_interval(last walk's
# duration) after its previous walk started: FACTOR times that duration, at
# least FLOOR and at most CAP seconds. Walks up to CAP / FACTOR (3 s) then
# hold the GIL at most ~20% of the time; the cap keeps a new output listed
# within ~20 s, at the cost of a higher share (back to back from 15 s) on
# slower walks. Read through this module so tests can patch them.
REWALK_FLOOR = 5
REWALK_FACTOR = 5
REWALK_CAP = 15
# A deferred walk is never armed sooner than this: no zero-delay loop.
MIN_REWALK_DELAY = 0.5
# A reader with no listing gives up (500) after this many walks in a row were
# discarded by invalidations made while they ran.
MAX_DISCARDED_WALKS = 3
@@ -100,35 +80,14 @@ class RootListing:
flight: asyncio.Future | None = None
# True while walks keep failing: one warning per streak.
failing: bool = False
# The one deferred background walk not started yet (loop.call_later), or
# None: a stale refresh or a dirty root's rewalk, whichever is due first.
# The delayed refresh not started yet (loop.call_later), or None.
rewalk_handle: asyncio.TimerHandle | None = None
# normcase(realpath(root)), computed by the walk in the executor: monitor
# paths are matched against it without file I/O on the loop.
resolved_root: str | None = None
# Monotonic start and duration of the last walk (rewalk_interval).
last_started_at: float | None = None
last_duration: float | None = None
# A settled output was reported under this root; cleared when a walk starts.
dirty: bool = False
# Dropped because the output roots changed: no background walk until a
# reader (or the warm-up) asks for this root again. The monitor keeps
# watching a removed root until ComfyUI restarts.
retired: bool = False
# Relative paths of settled outputs waiting to be added to ``files``
# without a walk, and the one task adding them (``output_settled``).
pending_adds: list = field(default_factory=list)
add_task: asyncio.Task | None = None
# Settled outputs added to the stored listing since the last walk stored.
patched: int = 0
def drop(self) -> None:
self.files = None
self.folders = None
self.folders_with_ancestors = None
self.walked_at = None
self.pending_adds = []
self.patched = 0
self.generation += 1
@@ -140,174 +99,26 @@ def folder_sets(root, files) -> tuple[frozenset, frozenset]:
files, plus every ancestor joined by ``/``.
"""
# From the path strings: relative_to per file was half of a large walk.
sep, prefix = _root_prefix(root)
folders = set()
for path, _mtime in files:
rel_dir = _folder_of(root, path, sep, prefix)
if rel_dir:
folders.add(rel_dir)
with_ancestors = set(folders)
for folder in folders:
with_ancestors.update(_ancestors(folder))
return frozenset(folders), frozenset(with_ancestors)
def add_folder(root, path, folders, with_ancestors) -> tuple[frozenset, frozenset]:
"""Both folder sets once *path* is listed too (the same sets when it adds none)."""
sep, prefix = _root_prefix(root)
rel_dir = _folder_of(root, path, sep, prefix)
if not rel_dir or rel_dir in folders:
return folders, with_ancestors
return folders | {rel_dir}, with_ancestors | {rel_dir, *_ancestors(rel_dir)}
def _root_prefix(root) -> tuple[str, str]:
# The separator is the path flavour's own (tests use PureWindowsPath).
sep = str(type(root)("a", "b"))[1]
prefix = str(root)
if not prefix.endswith(sep):
prefix += sep
return sep, prefix
def _folder_of(root, path, sep, prefix) -> str:
"""The folder ``/gallery/subfolders`` names for *path*; "" for the root."""
text = str(path)
if text.startswith(prefix):
rel_dir = text[len(prefix) :].rpartition(sep)[0]
else:
rel_dir = str(path.relative_to(root).parent)
return "" if rel_dir == "." else rel_dir
def _ancestors(folder: str) -> list[str]:
parts = folder.replace("\\", "/").split("/")
return ["/".join(parts[:i]) for i in range(1, len(parts))]
def relative_part(resolved_root: str, path, pathmod=os.path) -> str | None:
"""The part of the resolved *path* below *resolved_root*, as a walk spells it.
Kept in *path*'s own case (``realpath`` gives a file's on-disk case on
Windows) with the native separator. None when *path* is not below the
root, or when the case folding changed the length so the slice would
not be exact.
"""
sep = pathmod.sep
text = str(path)
if sep == "\\":
text = _plain(text.replace("/", sep), pathmod)
folded = pathmod.normcase(text)
prefix = _plain(resolved_root, pathmod)
if not prefix.endswith(sep):
prefix += sep
if len(folded) != len(text) or not folded.startswith(prefix):
return None
relative = text[len(prefix) :]
if any(part in ("", ".", "..") for part in relative.split(sep)):
return None
return relative
def insert_entry(files: list, entry: tuple, max_files: int) -> list | None:
"""A new listing with *entry* ``(path, mtime)`` where a walk would list it.
*files* is newest first; an entry for the same path is replaced. Returns
*files* itself when it already holds *entry*, and None when the place is
not exact: another file has the same mtime (a walk orders those by its
own visit order), or the listing is at the walk's *max_files* cap.
Blocking (one pass over *files*): run it in the executor.
"""
path, mtime = entry
text = str(path)
kept = files
for index, (listed, listed_mtime) in enumerate(files):
if str(listed) == text:
if listed_mtime == mtime:
return files
kept = files[:index] + files[index + 1 :]
break
else:
if len(files) >= max_files:
return None
index = bisect_left(kept, -mtime, key=lambda item: -item[1])
if index < len(kept) and kept[index][1] == mtime:
return None
return [*kept[:index], entry, *kept[index:]]
# A listing that differs from the cached one by more entries than this is
# rebuilt in full by the workspace caches (listing_delta).
MAX_DELTA = 256
def listing_delta(old: list, new: list, limit: int = MAX_DELTA):
"""``(added, removed)`` entries from *old* to *new*, or None past *limit*.
A listing patched by ``insert_entry`` shares every unchanged entry object
with the one it came from, so entries are told apart by identity: a walk
builds new tuples, shares none and is rebuilt in full. *old* must still
be alive (the
caller's cache holds it), so no identity was reused.
"""
if abs(len(new) - len(old)) > limit:
return None
old_ids = set(map(id, old))
added = []
for entry in new:
if id(entry) not in old_ids:
added.append(entry)
if len(added) > limit:
return None
if new and len(added) == len(new):
return None # nothing shared: a walk
if len(old) + len(added) == len(new):
return added, []
new_ids = set(map(id, new))
return added, [entry for entry in old if id(entry) not in new_ids]
def rewalk_interval(last_duration) -> float:
"""Seconds from a walk's start to the next background walk of its root."""
scaled = REWALK_FACTOR * (last_duration or 0.0)
return min(REWALK_CAP, max(REWALK_FLOOR, scaled))
def root_contains(resolved_root: str, path, pathmod=os.path) -> bool:
"""True when the resolved *path* lies under *resolved_root* (no file I/O).
*resolved_root* is already ``normcase``d; *path* is folded the same way,
so Windows matches case-insensitively and with either separator. The
match ends at a separator: ``/out2/x.png`` is not under ``/out``.
"""
target = _plain(pathmod.normcase(str(path)), pathmod)
prefix = _plain(resolved_root, pathmod)
if not prefix.endswith(pathmod.sep):
prefix += pathmod.sep
return target.startswith(prefix)
def _plain(path: str, pathmod) -> str:
"""*path* (normcased or not) without a Windows extended-length prefix.
``realpath`` may keep ``\\\\?\\`` on a file past MAX_PATH while its shorter
root resolves without it.
"""
if pathmod.sep != "\\":
return path
if path[:8].lower() == "\\\\?\\unc\\":
return "\\\\" + path[8:]
if path.startswith("\\\\?\\"):
return path[4:]
return path
def resolve_root(root) -> str:
"""``normcase(realpath(root))``, the spelling monitor paths are matched in.
File I/O (realpath follows links): call it in the executor.
"""
return os.path.normcase(os.path.realpath(str(root)))
folders = set()
for path, _mtime in files:
text = str(path)
if text.startswith(prefix):
rel_dir = text[len(prefix) :].rpartition(sep)[0]
else:
rel_dir = str(path.relative_to(root).parent)
if rel_dir and rel_dir != ".":
folders.add(rel_dir)
with_ancestors = set(folders)
for folder in folders:
parts = folder.replace("\\", "/").split("/")
for i in range(1, len(parts)):
with_ancestors.add("/".join(parts[:i]))
return frozenset(folders), frozenset(with_ancestors)
def same_listing(old, new) -> bool:
@@ -319,10 +130,8 @@ def same_listing(old, new) -> bool:
def walk_root(
scan_fn: Callable[[PurePath], list], root, previous_files
) -> tuple[list, frozenset, frozenset, str]:
"""The single executor job of a walk.
Returns ``(files, folders, with_ancestors, resolved_root)``.
) -> tuple[list, frozenset, frozenset]:
"""The single executor job of a walk: ``(files, folders, with_ancestors)``.
Opens the root first, so a missing or unreadable root raises ``OSError``
instead of listing nothing. Returns *previous_files* itself when nothing
@@ -334,4 +143,4 @@ def walk_root(
if same_listing(previous_files, files):
files = previous_files
folders, with_ancestors = folder_sets(root, files)
return files, folders, with_ancestors, resolve_root(root)
return files, folders, with_ancestors
+54 -519
View File
@@ -10,12 +10,10 @@ import io
import json
import os
import re
import stat
import subprocess # nosec B404 - ffmpeg frames through run_encoder, fixed argv
import sys
import time as _time
import urllib.parse
from bisect import bisect_left, bisect_right, insort
from bisect import bisect_left, bisect_right
from collections.abc import Mapping
from pathlib import Path
from typing import Callable, NamedTuple
@@ -591,10 +589,6 @@ def _workspace_key(entry: tuple, order: str) -> tuple:
return (mtime, entry.name, entry.tie, entry.index)
def _newest_key(entry: _Listed) -> tuple:
return _workspace_key(entry, "newest")
def _rated_key(entry: _Listed, rank: int) -> tuple:
"""Highest rated: rating 5..1, linked unrated (0), unlinked (-1); then newest."""
return (-rank, *_workspace_key(entry, "rating"))
@@ -770,34 +764,6 @@ def _favorite_relative_key(relative: str) -> str:
return _path_flavor.normcase(relative).replace(_path_flavor.sep, "/")
def _listing_posix(root, prefix, path) -> str:
"""*path*'s POSIX spelling below *root* (*prefix*: ``join(root, "")``)."""
text = str(path)
if text.startswith(prefix):
relative = text[len(prefix) :]
return relative if os.sep == "/" else relative.replace(os.sep, "/")
return path.relative_to(root).as_posix()
def _favorite_listing_step(root, listing, added, removed) -> dict | None:
"""*listing* after a patched listing's change, or None to rebuild it.
Only when every removed file is added again under the same spelling (a
rewritten output) and no added file's key is already taken by another
spelling: the full build keeps the first spelling in listing order.
"""
prefix = os.path.join(str(root), "")
spellings = {_listing_posix(root, prefix, path) for path, _mtime in added}
if any(_listing_posix(root, prefix, path) not in spellings for path, _ in removed):
return None
listing = dict(listing)
for posix in spellings:
known = listing.setdefault(_favorite_relative_key(posix), posix)
if known != posix:
return None
return listing
def _favorite_root_key(root) -> str:
"""Server-side identity of a gallery root: its real, case-normalized path.
@@ -861,91 +827,6 @@ def _walk_media(output_path, max_files):
stack.append((entry.path, rel_parts + (entry.name,)))
def _settled_entry(root, relative):
"""``(Path, mtime)`` of a settled output as a walk would list it.
*relative* is its part below *root* (``gallery_listing.relative_part``).
None when a walk would not list it (``_walk_media``'s filters, and every
folder on the way must be listable); raises ``OSError`` when that cannot
be told (the file is gone or unreadable, or its on-disk spelling differs
or cannot be read). Blocking: run it in the executor.
"""
path = Path(os.path.join(os.fspath(root), relative))
info = os.lstat(path)
if stat.S_ISLNK(info.st_mode) or stat.S_ISDIR(info.st_mode):
return None
# Before the name filters: they compare the walk's (stored) spelling.
on_disk = _on_disk_path(path)
if on_disk is not None and not on_disk.endswith(os.sep + relative):
raise OSError(f"{relative} is spelled differently on disk")
*folders, name = relative.split(os.sep)
if _name_suffix(name).lower() not in MEDIA_EXTENSIONS:
return None
if "thumbnails" in folders or len(folders) > MAX_SCAN_DEPTH:
return None
folder = os.fspath(root)
for part in ("", *folders):
folder = os.path.join(folder, part) if part else folder
if not os.access(folder, os.R_OK | os.X_OK):
return None # the walk cannot list this folder
return path, info.st_mtime
def _on_disk_path(path, platform=None):
"""The file's path as its folders store the names, where that can differ.
Windows and macOS file systems ignore case. Windows' ``realpath`` gives
the stored case, but keeps the given one when it cannot open the file;
macOS' ``realpath`` always keeps the given one. A walk lists the names as
stored, so an add checks them: Windows through ``GetFinalPathNameByHandle``
(``nt._getfinalpathname``), macOS through ``F_GETPATH``. Raises OSError
when it cannot be read; None elsewhere (case-sensitive file systems).
"""
platform = platform or sys.platform
if platform == "win32":
import nt
return nt._getfinalpathname(os.fspath(path))
if platform != "darwin":
return None
import fcntl
# Non-blocking: a FIFO named like an image must not hold the executor.
descriptor = os.open(path, os.O_RDONLY | getattr(os, "O_NONBLOCK", 0))
try:
raw = fcntl.fcntl(descriptor, fcntl.F_GETPATH, bytes(1024))
finally:
os.close(descriptor)
return os.fsdecode(raw.split(b"\0", 1)[0])
def _patch_listing(root, files, folders, with_ancestors, relatives):
"""The listing with each settled output in *relatives* added (blocking).
Returns ``(files, folders, with_ancestors, unresolved)``; *files* is the
same list when nothing changed. ``unresolved`` is True when an output
could not be placed exactly, so the root needs a walk.
"""
unresolved = False
for relative in relatives:
try:
entry = _settled_entry(root, relative)
except OSError:
unresolved = True
continue
if entry is None:
continue # a walk would not list it either
patched = gallery_listing.insert_entry(files, entry, MAX_GALLERY_FILES)
if patched is None:
unresolved = True
elif patched is not files:
files = patched
folders, with_ancestors = gallery_listing.add_folder(
root, entry[0], folders, with_ancestors
)
return files, folders, with_ancestors, unresolved
def _iter_media_files(output_path, max_files):
"""Yield the ``Path`` of each media file under *output_path* (see _walk_media)."""
for entry in _walk_media(output_path, max_files):
@@ -1527,7 +1408,6 @@ class ImageRoutesMixin:
even if a previous listing exists.
"""
record = self._root_listing(output_path)
record.retired = False # a configured root: read, so listened to
needed = record.walk_seq + 1 if fresh else 0
discarded = 0
while True:
@@ -1553,172 +1433,28 @@ class ImageRoutesMixin:
)
def _refresh_if_stale(self, output_path, record):
"""Ask for a background walk when the listing is stale or dirty.
"""Walk a stale listing again, REFRESH_DELAY after this read (on the loop).
A stale listing (older than REFRESH_AFTER) is walked REFRESH_DELAY
after this read, so the walk does not share the GIL with the page's
own requests; a dirty one as soon as its interval allows.
At most one pending refresh per root, none while a walk runs.
"""
age = _time.monotonic() - (record.walked_at or 0.0)
if age >= gallery_listing.REFRESH_AFTER:
self._schedule_walk(output_path, gallery_listing.REFRESH_DELAY)
elif record.dirty:
self._schedule_walk(output_path)
def output_settled(self, path):
"""The monitor settled an output at *path*: list it (on the loop).
*path* is resolved by the monitor's thread (``notify_output_settled``).
A root with a stored listing and no walk running gets the file added
in the executor (``_run_adds``), without a walk. Every other root
holding it is marked dirty (``mark_root_dirty``): one with a walk
running gets the trailing walk, as that walk may have passed the
file's folder already.
"""
for key, record in self._settled_records(path):
relative = None
if (
record.files is not None
and record.flight is None
and record.resolved_root is not None
):
relative = gallery_listing.relative_part(record.resolved_root, path)
if relative is None:
self._mark_dirty(key, record)
continue
record.pending_adds.append(relative)
if record.add_task is None:
task = asyncio.get_running_loop().create_task(
self._run_adds(Path(key), record)
)
record.add_task = task
self._listing_tasks.add(task)
task.add_done_callback(self._listing_tasks.discard)
def mark_root_dirty(self, path):
"""A settled output at *path*: walk every root holding it again (on the loop).
*path* is resolved by the monitor's thread (``notify_output_settled``),
so this does no file I/O: it compares ``normcase`` strings with each
walk's ``resolved_root``. Only roots with a listing, or a walk running,
are marked; a root without either is walked by its next read anyway.
"""
for key, record in self._settled_records(path):
self._mark_dirty(key, record)
def _settled_records(self, path):
"""``(key, record)`` of every listed or walking root holding *path*."""
if self._listings_closed:
return []
found = []
for key, record in list(self._root_listings.items()):
if record.retired or (record.files is None and record.flight is None):
continue
resolved = record.resolved_root or os.path.normcase(key)
if gallery_listing.root_contains(resolved, path):
found.append((key, record))
return found
def _mark_dirty(self, key, record):
if self._listings_closed or record.retired:
if age < gallery_listing.REFRESH_AFTER:
return
if record.files is None and record.flight is None:
return # walked by its next read anyway
record.dirty = True
self._schedule_walk(Path(key))
async def _run_adds(self, root, record):
"""Add the root's pending settled outputs to its listing (on the loop).
Each batch is placed in the executor against the stored listing, and
stored only when no walk started and no drop happened meanwhile: a
walk started after the outputs settled lists them itself, and a
dropped listing is walked by its next read. An output that cannot be
placed exactly marks the root dirty instead.
"""
key = str(root)
try:
while record.pending_adds:
relatives, record.pending_adds = record.pending_adds, []
if record.files is None or record.flight is not None:
continue # dropped, or a walk started after they settled
base, generation, seq = record.files, record.generation, record.walk_seq
files, folders, with_ancestors, unresolved = (
await self._run_in_executor(
_patch_listing,
root,
base,
record.folders,
record.folders_with_ancestors,
relatives,
)
)
if self._listings_closed or record.retired:
return
if record.generation != generation or record.walk_seq != seq:
continue
if files is not base:
record.files = files
record.folders = folders
record.folders_with_ancestors = with_ancestors
record.patched += 1
self._schedule_workspace_warm()
if unresolved:
self._mark_dirty(key, record)
except asyncio.CancelledError:
raise
except Exception as exc:
self.logger.warning(f"Could not add a new output to the listing: {exc}")
record.pending_adds = []
self._mark_dirty(key, record)
finally:
record.add_task = None
def _schedule_walk(self, output_path, delay=0.0):
"""Start or defer a background walk of *output_path* (on the loop).
- A walk is running: nothing; its end re-checks ``dirty``.
- Otherwise the walk is due *delay* from now, and never sooner than
``rewalk_interval`` after the previous walk started. Due now: start
it. Later: one deferred walk per root, at least MIN_REWALK_DELAY
away; when one is already pending, the earlier deadline wins.
Every walk start cancels the pending one (``_start_walk``).
"""
if self._listings_closed:
if record.flight is not None or record.rewalk_handle is not None:
return
record = self._root_listing(output_path)
if record.flight is not None or record.retired:
return
now = _time.monotonic()
due = now + delay
if record.last_started_at is not None:
interval = gallery_listing.rewalk_interval(record.last_duration)
due = max(due, record.last_started_at + interval)
if due <= now:
self._start_walk(output_path, record)
return
wait = max(gallery_listing.MIN_REWALK_DELAY, due - now)
loop = asyncio.get_running_loop()
handle = record.rewalk_handle
if handle is not None:
if handle.when() - loop.time() <= wait:
return # the pending walk comes first
handle.cancel()
record.rewalk_handle = loop.call_later(
wait, self._delayed_walk, output_path, record
record.rewalk_handle = asyncio.get_running_loop().call_later(
gallery_listing.REFRESH_DELAY, self._delayed_walk, output_path, record
)
def _delayed_walk(self, output_path, record):
"""The deferred walk's timer: clear the handle first, then walk.
It was armed for a stale or dirty listing at the earliest moment the
interval allowed. Only a walk start clears either reason, and every
start cancels this timer, so when it fires the walk is still due.
"""
record.rewalk_handle = None
if self._listings_closed or record.flight is not None or record.retired:
return
self._start_walk(output_path, record)
self._schedule_walk(output_path)
def _schedule_walk(self, output_path):
"""Start a background walk of *output_path* unless one is running."""
record = self._root_listing(output_path)
if record.flight is None:
self._start_walk(output_path, record)
def _start_walk(self, output_path, record):
"""Start the root's one walk; returns its flight future (on the loop)."""
@@ -1726,11 +1462,7 @@ class ImageRoutesMixin:
self._listing_loop = loop
handle, record.rewalk_handle = record.rewalk_handle, None
if handle is not None:
handle.cancel() # this walk is the one it was waiting to start
# This walk lists every output reported so far.
record.dirty = False
record.pending_adds = []
record.last_started_at = _time.monotonic()
handle.cancel() # this walk is the refresh it was waiting to start
record.walk_seq += 1
flight = loop.create_future()
record.flight = flight
@@ -1750,14 +1482,11 @@ class ImageRoutesMixin:
error never reaches a future nobody awaits.
"""
outcome = None
cancelled = False
started = record.last_started_at
try:
files, folders, with_ancestors, resolved = await self._run_in_executor(
files, folders, with_ancestors = await self._run_in_executor(
walk_root, self._scan_gallery_files_sync, output_path, record.files
)
except asyncio.CancelledError:
cancelled = True
outcome = WalkOutcome.failed(RuntimeError(WALK_STOPPED))
raise
except Exception as exc:
@@ -1767,15 +1496,11 @@ class ImageRoutesMixin:
f"Could not list output folder {output_path}: {exc}"
)
record.failing = True
# Retried by the 30 s rule, not by a trailing walk.
record.dirty = False
outcome = WalkOutcome.failed(exc)
else:
record.failing = False
record.resolved_root = resolved
if record.generation == generation:
changed = files is not record.files
record.patched = 0
record.files = files
record.folders = folders
record.folders_with_ancestors = with_ancestors
@@ -1787,14 +1512,10 @@ class ImageRoutesMixin:
else:
outcome = WalkOutcome.discarded()
finally:
record.last_duration = _time.monotonic() - started
if record.flight is flight:
record.flight = None
if not flight.done():
flight.set_result(outcome)
if record.dirty and not cancelled:
# An output settled during this walk: the trailing walk.
self._schedule_walk(output_path)
async def get_output_images(self, request):
"""Get all images from ComfyUI output folder(s)."""
@@ -1923,10 +1644,6 @@ class ImageRoutesMixin:
cached = self._workspace_listed_cache.get(key)
if cached is not None and cached[0] is files:
return cached[1]
if cached is not None:
delta = gallery_listing.listing_delta(cached[0], files)
if delta is not None:
return self._workspace_listed_step(key, cached, files, delta)
previous = cached[2] if cached is not None else {}
listed = []
for path, mtime in files:
@@ -1946,42 +1663,7 @@ class ImageRoutesMixin:
self._workspace_card_cache[key] = {
file: facts for file, facts in cards.items() if file in lookup
}
self._workspace_listed_cache[key] = (files, listed, lookup, None)
return listed
def _workspace_listed_step(self, key, cached, files, delta) -> list:
"""The _Listed values after a few files were added or replaced.
A listing patched by a settled output (``output_settled``) shares
every other entry with the cached one, so only the added files are
built; the order of the values does not matter (every sort is a total
order). The step ``(previous values, added, removed)`` lets the sort
orders follow it the same way (``_workspace_orders``).
"""
index, root = key[0], Path(key[1])
_files, old_listed, old_lookup, _step = cached
added, removed = delta
if not added and not removed:
self._workspace_listed_cache[key] = (files, old_listed, old_lookup, None)
return old_listed
lookup = dict(old_lookup)
gone = [lookup.pop(item) for item in removed if item in lookup]
fresh = [_listed(path, mtime, root, index) for path, mtime in added]
for entry in fresh:
lookup[(entry.path, entry.mtime)] = entry
if gone:
gone_ids = {id(entry) for entry in gone}
listed = [entry for entry in old_listed if id(entry) not in gone_ids]
cards = self._workspace_card_cache.get(key)
if cards:
self._workspace_card_cache[key] = {
file: facts for file, facts in cards.items() if file in lookup
}
else:
listed = list(old_listed)
listed.extend(fresh)
step = (old_listed, fresh, gone)
self._workspace_listed_cache[key] = (files, listed, lookup, step)
self._workspace_listed_cache[key] = (files, listed, lookup)
return listed
def _workspace_orders(self, listings: list[tuple]) -> dict:
@@ -1996,54 +1678,14 @@ class ImageRoutesMixin:
old is new for old, new in zip(cached[0], parts, strict=True)
):
return cached[1]
newest = None
if cached is not None:
newest = self._newest_step(listings, parts, cached)
if newest is None:
newest = sorted(
(entry for part in parts for entry in part),
key=_newest_key,
)
# The other orders, the wanted paths and the locators follow lazily.
newest = sorted(
(entry for part in parts for entry in part),
key=lambda entry: _workspace_key(entry, "newest"),
)
orders = {"newest": newest}
self._workspace_order_cache[key] = (parts, orders)
return orders
def _newest_step(self, listings, parts, cached) -> list | None:
"""The cached newest order with each part's last step applied, or None.
Only when every changed part is exactly the value list this call
built (*parts*) and one step (``_workspace_listed_step``) past the
part the cached order was built from: the added values are placed by
bisection instead of sorting the whole listing again. Page reads and
the warm build run in executor threads at once, so the per-file cache
may already hold a newer step than *parts*; then this sorts in full.
"""
old_parts, orders = cached
added, gone = [], []
for (index, root, _files), part, old in zip(
listings, parts, old_parts, strict=True
):
if part is old:
continue
listed = self._workspace_listed_cache.get((index, str(root)))
if listed is None or listed[1] is not part:
return None
step = listed[3]
if step is None or step[0] is not old:
return None
added.extend(step[1])
gone.extend(step[2])
newest = orders["newest"]
if gone:
gone_ids = {id(entry) for entry in gone}
newest = [entry for entry in newest if id(entry) not in gone_ids]
else:
newest = list(newest)
for entry in added:
insort(newest, entry, key=_newest_key)
return newest
def _workspace_wanted(self, listings: list[tuple]) -> frozenset:
"""The selected listing's normalized paths (cached with its orders)."""
orders = self._workspace_orders(listings)
@@ -2272,8 +1914,7 @@ class ImageRoutesMixin:
)
image_path = Path(image["image_path"])
lora_dirs = await self._run_in_executor(self._lora_image_dirs)
allowed_dirs = list(self._get_all_output_dirs()) + lora_dirs
allowed_dirs = list(self._get_all_output_dirs()) + self._lora_image_dirs()
denied = _media_access_error(image_path, allowed_dirs)
if denied is not None:
@@ -2296,58 +1937,29 @@ class ImageRoutesMixin:
{"success": False, "error": _safe_error(e)}, status=500
)
def _media_roots(self, outputs=None):
"""The roots a prompt's linked media is listed and inspected under.
The output folders first (``outputs``, else ``_get_all_output_dirs``),
so every output ``root_index`` keeps its meaning, then, while the
LoRA integration is on, the guarded LoraManager folders and the
CivitAI download cache (``_lora_image_dirs``, #355). Media under those
is linked-only: ``serve_output_image`` serves a file under them only
when the database records it, and no preview file is made there.
"""
roots = list(self._get_all_output_dirs() if outputs is None else outputs)
seen = {_canonical(root) for root in roots}
for extra in self._lora_image_dirs():
key = _canonical(extra)
if key not in seen:
seen.add(key)
roots.append(Path(extra))
return roots
def _lora_image_dirs(self):
"""Extra directories served when the LoRA integration is enabled.
LoraManager's guarded LoRA roots, sidecar root and example-images
root (``lora_manager_layout.media_roots``, #355) and PromptManager's
CivitAI download cache. An unusable LoraManager layout gives the
default LoRA roots and the cache. The layout comes from the layout
cache (``lora_utils.cached_lora_manager_layout``, #362), which reloads
when LoraManager's settings files change; blocking, so the routes
call it in the executor.
"""
"""Extra directories served when the LoRA integration is enabled."""
try:
from ..config import IntegrationConfig
if not IntegrationConfig.LORA_MANAGER_ENABLED:
return []
from ..lora_utils import (
cached_lora_manager_layout,
get_lora_image_cache_dir,
)
from ..lora_utils import find_lora_directories, get_lora_image_cache_dir
configured = IntegrationConfig.LORA_MANAGER_PATH or ""
install, layout = cached_lora_manager_layout(configured)
if configured.strip() and install is None:
lora_root = IntegrationConfig.LORA_MANAGER_PATH or ""
if lora_root.strip():
# A configured path comes from config.json, which can be hand
# edited: only a LoraManager install under custom_nodes may
# widen the serving allow-list. An empty path keeps the
# auto-detection, which itself only scans custom_nodes.
return []
from ..lora_utils import resolve_lora_manager_path
dirs = [Path(d) for d in layout.media_roots]
# Named, not made: listing and serving never create the cache.
dirs.append(Path(get_lora_image_cache_dir(create=False)))
lora_root = resolve_lora_manager_path(lora_root)
if not lora_root:
return []
dirs = [Path(d) for d in find_lora_directories(lora_root)]
dirs.append(Path(get_lora_image_cache_dir()))
return dirs
except Exception:
# LoRA integration is optional; never widen access on failure.
@@ -2378,21 +1990,9 @@ class ImageRoutesMixin:
return []
async def serve_output_image(self, request):
"""Serve a media file from the ComfyUI output folder(s).
With ``?root=N`` past the output folders (a LoRA-linked root,
``_media_roots``, #355) only a file the database records is served,
and no preview is served or made there.
"""
"""Serve a media file from the ComfyUI output folder(s)."""
try:
outputs = list(self._get_all_output_dirs())
root_param = request.query.get("root")
roots = outputs
if root_param is not None and re.fullmatch(r"[0-9]+", root_param):
if int(root_param) >= len(outputs):
# Only a LoRA-linked request reads LoraManager's layout;
# output media (and its previews) never waits on it.
roots = await self._run_in_executor(self._media_roots, outputs)
roots = list(self._get_all_output_dirs())
scope_error = self._gallery_scope_error(request.query, roots)
if scope_error is not None:
return scope_error
@@ -2407,13 +2007,9 @@ class ImageRoutesMixin:
):
return _forbidden("Only media files can be served")
output_dirs = self._select_root(roots, root_param)
output_dirs = self._select_root(roots, request.query.get("root"))
if not output_dirs:
return _forbidden("No allowed image directories configured")
if len(outputs) <= int(root_param or 0):
return await self._serve_linked_only(
output_dirs[0], filepath, int(root_param), len(outputs)
)
for output_path in output_dirs:
image_path = output_path / filepath
@@ -2445,46 +2041,6 @@ class ImageRoutesMixin:
{"success": False, "error": _safe_error(e)}, status=500
)
def _is_recorded_media(self, path) -> bool:
"""Whether the database records ``path`` as a linked image.
Imported local media is stored resolved; downloaded CivitAI images
keep the cache folder's own spelling (a symlinked or junctioned data
folder), so either spelling names the record.
"""
spellings = dict.fromkeys([str(path), os.path.realpath(path)])
return any(
self.db.get_prompt_id_for_image(spelling) is not None
for spelling in spellings
)
async def _linked_only_error(self, index: int, outputs: int, path):
"""The one gate for a LoRA-linked root (``_media_roots`` past the
``outputs`` output folders, #355): only a file the database records
is served, inspected or revealed there; anything else is 403.
Output roots pass (None)."""
if index < outputs:
return None
if not await self._run_in_executor(self._is_recorded_media, path):
return _forbidden()
return None
async def _serve_linked_only(self, root, filepath, index, outputs):
"""A file under a LoRA-linked root, served only when it is recorded."""
if _is_thumbnail_cache_path(filepath):
return _forbidden()
image_path = root / filepath
if not _is_within(image_path, root):
return _forbidden()
if not image_path.is_file():
return web.json_response(
{"success": False, "error": "Image file not found"}, status=404
)
denied = await self._linked_only_error(index, outputs, image_path)
if denied is not None:
return denied
return self._file_response(image_path)
async def rescan_gallery(self, request):
"""Rewalk every output root now and answer with the new listing.
@@ -3339,9 +2895,7 @@ class ImageRoutesMixin:
if error is not None:
return error
index, scope, relative = target
# A LoRA-linked root too (#355), for the files the import linked only.
outputs = list(self._get_all_output_dirs())
roots = await self._run_in_executor(self._media_roots, outputs)
roots = list(self._get_all_output_dirs())
error = self._gallery_scope_error(
{"root_scope": scope, "root": str(index)}, roots
)
@@ -3350,9 +2904,6 @@ class ImageRoutesMixin:
root = roots[index]
if Path(relative).suffix.lower() not in SERVABLE_EXTENSIONS:
return _forbidden("Only media files can be shown")
denied = await self._linked_only_error(index, len(outputs), root / relative)
if denied is not None:
return denied
gate = self._reveal_gate
if not gate.try_enter():
return web.json_response(
@@ -3364,16 +2915,12 @@ class ImageRoutesMixin:
status=429,
)
try:
return await self._reveal(relative, root, linked_only=index >= len(outputs))
return await self._reveal(relative, root)
finally:
gate.leave()
async def _reveal(self, relative: str, root: Path, *, linked_only=False):
"""Resolve and open, inside the reveal gate.
Under a LoRA-linked root the file that would open is checked again
(it may resolve through a path anchor): only a recorded one opens.
"""
async def _reveal(self, relative: str, root: Path):
"""Resolve and open, inside the reveal gate."""
try:
path = await self._run_in_executor(self._reveal_path, relative, root)
except (OSError, ValueError) as exc:
@@ -3384,10 +2931,6 @@ class ImageRoutesMixin:
return _reveal_not_found()
if path is None:
return _reveal_not_found()
if linked_only and not await self._run_in_executor(
self._is_recorded_media, path
):
return _forbidden()
try:
await asyncio.get_running_loop().run_in_executor(
reveal_executor(), self._reveal_opener, path, root
@@ -3424,19 +2967,18 @@ class ImageRoutesMixin:
cached = self._favorite_listing_cache.get(cache_key)
if cached is not None and cached[0] is files:
return cached[1]
listing = None
if cached is not None:
delta = gallery_listing.listing_delta(cached[0], files)
if delta is not None:
listing = _favorite_listing_step(root, cached[1], *delta)
if listing is None:
# From the path strings, as _listed does: relative_to per file was
# the largest cost of a cold first open (#348).
prefix = os.path.join(str(root), "")
listing = {}
for path, _mtime in files:
posix = _listing_posix(root, prefix, path)
listing.setdefault(_favorite_relative_key(posix), posix)
# From the path strings, as _listed does: relative_to per file was the
# largest cost of a cold first open (#348).
prefix = os.path.join(str(root), "")
listing = {}
for path, _mtime in files:
text = str(path)
if text.startswith(prefix):
relative = text[len(prefix) :]
posix = relative if os.sep == "/" else relative.replace(os.sep, "/")
else:
posix = path.relative_to(root).as_posix()
listing.setdefault(_favorite_relative_key(posix), posix)
self._favorite_listing_cache[cache_key] = (files, listing)
return listing
@@ -3479,13 +3021,8 @@ class ImageRoutesMixin:
return set()
async def inspect_image(self, request):
"""Read prompt evidence for one explicitly rooted physical media file.
The roots include LoRA-linked folders (``_media_roots``, #355), so the
inspector opens a LoRA import's media (recorded files only); it only
reads them."""
outputs = list(self._get_all_output_dirs())
roots = await self._run_in_executor(self._media_roots, outputs)
"""Read prompt evidence for one explicitly rooted physical media file."""
roots = list(self._get_all_output_dirs())
scope_error = self._gallery_scope_error(request.query, roots)
if scope_error is not None:
return scope_error
@@ -3510,8 +3047,6 @@ class ImageRoutesMixin:
return _forbidden("Previews are not inspected; inspect the original")
path = Path(roots[index]) / relative
denied = _media_access_error(path, [roots[index]])
if denied is None:
denied = await self._linked_only_error(index, len(outputs), path)
if denied is not None:
return denied
if not path.is_file():
-8
View File
@@ -130,14 +130,6 @@ class JobRoutesMixin:
async def start_image_tag_job_route(request):
return await self.start_image_tag_job(request)
@routes.post("/prompt_manager/jobs/model-download")
async def start_model_download_job_route(request):
return await self.start_model_download_job(request)
@routes.post("/prompt_manager/jobs/autotag")
async def start_autotag_job_route(request):
return await self.start_autotag_job(request)
@routes.post("/prompt_manager/jobs/thumbnails")
async def start_thumbnail_job_route(request):
return await self.start_thumbnail_job(request)
-4
View File
@@ -87,8 +87,6 @@ SCAN_GROUPS = {
# Record-changing: it writes image tag sets and new vocabulary names.
IMAGE_TAG_JOB_KIND = "image-tags"
IMAGE_TAG_GROUP_NAMES = ("tagged", "unchanged", "skipped", "errors")
# Tag output images (#328) counts its prompts the same way.
AUTOTAG_GROUP_NAMES = IMAGE_TAG_GROUP_NAMES
# Thumbnail generation (#249 System S5): previews written, already fresh, failed.
THUMBNAIL_GROUP_NAMES = ("generated", "skipped", "errors")
@@ -111,8 +109,6 @@ DUPLICATE_CLEANUP_JOB_KIND = "duplicate_cleanup"
THUMBNAILS_JOB_KIND = "thumbnails"
LORA_IMPORT_JOB_KIND = "lora_import"
AUTOTAG_BATCH_JOB_KIND = "autotag"
# A tagging model download (#328): read admission, not cancellable.
MODEL_DOWNLOAD_JOB_KIND = "model_download"
# Duplicate image files (#249 System S6, py/api/duplicate_files.py): the
# find is a cancellable ``read`` job; the reviewed removal is ``records``.
DUPLICATES_JOB_KIND = "duplicates"
+8 -36
View File
@@ -234,22 +234,9 @@ class LibraryRoutesMixin:
)
def _library_media(
self,
records: list[dict],
roots: list[Path],
*,
linked: bool = True,
outputs: int | None = None,
self, records: list[dict], roots: list[Path], *, linked: bool = True
) -> list[dict]:
"""Workspace descriptors for a prompt's linked media under ``roots``.
Roots from index ``outputs`` on are linked-only (LoRA media, #355):
their media keeps its rooted identity, but gets no preview file (the
card loads the original; a video shows its label), no favorite star
and is marked ``linked_only`` (no Tag action).
"""
page = []
linked_only = set()
for record in records:
try:
raw_path = Path(record["image_path"])
@@ -263,25 +250,10 @@ class LibraryRoutesMixin:
canonical_root = _canonical(root)
if path.is_relative_to(canonical_root):
page.append((path, 0, canonical_root, index))
if outputs is not None and index >= outputs:
relative = path.relative_to(canonical_root).as_posix()
linked_only.add((index, relative))
break
except (OSError, ValueError, RuntimeError):
continue
images = self._format_workspace_page(page, linked=linked)
for image in images:
if (image["root_index"], image["path"]) in linked_only:
image["thumbnail_url"] = None
image["thumbnail_ready"] = False
image["linked_only"] = True
image.pop("favorite", None)
return images
def _library_roots(self) -> tuple[list[Path], int]:
"""``(roots, number of output roots)`` for a prompt's linked media."""
outputs = list(self._get_all_output_dirs())
return self._media_roots(outputs), len(outputs)
return self._format_workspace_page(page, linked=linked)
@pair_response
async def get_library_options(self, request: web.Request) -> web.Response:
@@ -322,13 +294,13 @@ class LibraryRoutesMixin:
return result, records
result, records = await self._run_in_executor(read)
roots = list(self._get_all_output_dirs())
def previews() -> None:
roots, outputs = self._library_roots()
for parent in result["items"]:
# Previews belong to their parent; a per-parent link read is N+1.
parent["previews"] = self._library_media(
records[parent["id"]], roots, linked=False, outputs=outputs
records[parent["id"]], roots, linked=False
)
await self._run_in_executor(previews)
@@ -370,9 +342,9 @@ class LibraryRoutesMixin:
result, records = await self._run_in_executor(read)
if result is None:
return _missing()
roots, outputs = await self._run_in_executor(self._library_roots)
roots = list(self._get_all_output_dirs())
result["positive"]["previews"] = await self._run_in_executor(
lambda: self._library_media(records, roots, outputs=outputs)
self._library_media, records, roots
)
return web.json_response({"success": True, **result})
@@ -386,7 +358,7 @@ class LibraryRoutesMixin:
archive = _archive_scope(request)
limit = _page_limit(request)
cursor = request.query.get("cursor")
roots, outputs = await self._run_in_executor(self._library_roots)
roots = list(self._get_all_output_dirs())
canonical_roots = [str(_canonical(root)) for root in roots]
def read() -> dict | None:
@@ -419,7 +391,7 @@ class LibraryRoutesMixin:
if result is None:
return _missing()
result["images"] = await self._run_in_executor(
lambda: self._library_media(result["images"], roots, outputs=outputs)
self._library_media, result["images"], roots
)
return web.json_response({"success": True, **result})
+19 -56
View File
@@ -5,12 +5,9 @@ it lists the LoraManager metadata files and parses them, and counts the
current imports, those a saved pair uses and the example images an import
would download. It writes nothing and requests nothing. It answers a
``Plan`` (the maintenance plan's shape, ``py/api/maintenance.py``) plus
``{lora_files, with_metadata, skipped, with_local_media, current_imports,
blocked_by_pairs, planned_downloads, network:{planned_downloads, api_key},
layout}`` (#355: ``layout`` says which LoraManager settings file, storage mode
and library the import read, and ``error`` when they cannot be used). A plan
that saved pairs block, or whose layout is unusable, carries no token
(nothing can be applied).
``{lora_files, with_metadata, current_imports, blocked_by_pairs,
planned_downloads, network:{planned_downloads, api_key}}``. A plan that saved
pairs block carries no token (nothing can be applied).
``POST /prompt_manager/lora/import/apply {token}`` starts the job (202
``{job}``): kind ``lora_import``, titled "LoRA reference import", admission
@@ -34,7 +31,6 @@ import sqlite3
from aiohttp import web
from .. import lora_import, lora_utils
from .inspection_service import SERVABLE_EXTENSIONS
from .job_routes import busy_response
from .jobs import LORA_IMPORT_JOB_KIND, JobBusy
from .maintenance import (
@@ -156,9 +152,8 @@ class LoraImportRoutesMixin:
return None, ("lora-path", _LORA_PATH_ERROR)
return allowed, None
async def stage_lora_import(self, discovery, *, on_record=None, cancelled=None):
"""Stage ``discovery``'s sidecars off the loop: records, skips and
download counts."""
async def stage_lora_import(self, files, *, on_record=None, cancelled=None):
"""Stage ``files`` off the loop: records, skips and download counts."""
from ..config import IntegrationConfig
cache_dir = await self._run_in_executor(lora_utils.get_lora_image_cache_dir)
@@ -171,10 +166,9 @@ class LoraImportRoutesMixin:
return await self._run_in_executor(
lambda: lora_import.stage(
discovery,
files,
cache_dir,
IntegrationConfig.CIVITAI_API_KEY,
media_extensions=SERVABLE_EXTENSIONS,
on_record=report,
cancelled=cancelled or (lambda: False),
logger=self.logger,
@@ -182,8 +176,8 @@ class LoraImportRoutesMixin:
)
async def lora_files_unchanged(self, lm_path, expected):
"""Whether LoraManager's sidecars for ``lm_path`` still fingerprint as
``expected`` (found again, so an added file counts too)."""
"""Whether the metadata files under ``lm_path`` still fingerprint as
``expected`` (listed again, so an added file counts too)."""
def current():
return lora_import.fingerprint(lora_import.discover(lm_path))
@@ -194,13 +188,8 @@ class LoraImportRoutesMixin:
return False
async def replace_lora_imports(self, db, staged, *, expected_ids, allow_empty):
"""Swap the collection for ``staged.records`` in one transaction.
Then the image routes' layout cache is dropped (#362): the import may
have linked files under a folder LoraManager created after the cache
stored its layout (its first example-image download creates one).
"""
result = await self._run_in_executor(
"""Swap the collection for ``staged.records`` in one transaction."""
return await self._run_in_executor(
lambda: db.replace_category_prompts(
CATEGORY,
staged.records,
@@ -208,8 +197,6 @@ class LoraImportRoutesMixin:
allow_empty=allow_empty,
)
)
lora_utils.clear_layout_cache()
return result
# ── preview ───────────────────────────────────────────────────────
@@ -233,22 +220,8 @@ class LoraImportRoutesMixin:
cache_dir = await self._run_in_executor(
lambda: lora_utils.get_lora_image_cache_dir(create=False)
)
found = await self._run_in_executor(
lora_import.preview, lm_path, cache_dir, SERVABLE_EXTENSIONS
)
found = await self._run_in_executor(lora_import.preview, lm_path, cache_dir)
state = await self._run_in_executor(db.category_import_state, CATEGORY)
except OSError as error:
# A folder discovery cannot list refuses the import (it must not
# replace the collection with part of it): say which one.
self.logger.warning(
f"LoRA import review: a folder could not be listed: {error}"
)
return _failure(
f"A LoRA folder could not be listed ({self._public_error(error)}). "
"Nothing was changed.",
500,
"folder-unreadable",
)
except Exception:
self.logger.exception("LoRA import preview failed")
return _failure("The LoRA import could not be reviewed.", 500)
@@ -275,9 +248,7 @@ class LoraImportRoutesMixin:
return _failure("The LoRA import could not be reviewed.", 500)
token = None
expires_at = None
layout = found["layout"]
# An unusable LoraManager layout found nothing it may replace with.
if not blocked and layout["error"] is None:
if not blocked:
payload = {
"path": lm_path,
"fingerprint": found["fingerprint"],
@@ -309,9 +280,6 @@ class LoraImportRoutesMixin:
"expires_at": expires_at,
"lora_files": found["lora_files"],
"with_metadata": found["with_metadata"],
"skipped": found["skipped"],
"with_local_media": found["with_local_media"],
"layout": layout,
"current_imports": current,
"blocked_by_pairs": blocked,
"planned_downloads": downloads,
@@ -374,8 +342,8 @@ class LoraImportRoutesMixin:
store.discard(token)
return _failure(INTEGRATION_CHANGED, 409, "plan-changed")
try:
discovery = await self._run_in_executor(lora_import.discover, lm_path)
now = await self._run_in_executor(lora_import.fingerprint, discovery)
files = await self._run_in_executor(lora_import.discover, lm_path)
now = await self._run_in_executor(lora_import.fingerprint, files)
backup = self._backup_promised(plan)
_disk, short, _size = await self._run_in_executor(
disk_plan, db.model.db_path, backup=backup, vacuum=False
@@ -399,14 +367,9 @@ class LoraImportRoutesMixin:
lora_import.JOB_TITLE,
admission="records",
cancellable=True,
scope={
"operation": LORA_OPERATION,
"lora_files": len(discovery.sidecars),
},
scope={"operation": LORA_OPERATION, "lora_files": len(files)},
groups=lora_import.GROUPS,
runner=lambda job: self._run_lora_import(
job, db, plan, discovery, backup
),
runner=lambda job: self._run_lora_import(job, db, plan, files, backup),
)
except JobBusy as busy:
return busy_response(busy)
@@ -415,8 +378,8 @@ class LoraImportRoutesMixin:
# ── the job ───────────────────────────────────────────────────────
async def _run_lora_import(self, job, db, plan, discovery, backup_on):
total = len(discovery.sidecars)
async def _run_lora_import(self, job, db, plan, files, backup_on):
total = len(files)
job.update(total=total, status_line="Preparing LoRA records")
job.log_line(f"Found {_count(total, 'LoRA metadata file')}")
@@ -430,7 +393,7 @@ class LoraImportRoutesMixin:
try:
staged = await self.stage_lora_import(
discovery, on_record=on_record, cancelled=lambda: job.cancelled
files, on_record=on_record, cancelled=lambda: job.cancelled
)
except lora_import.ImportCancelled:
job.log_line(f"{CANCELLED} {CACHE_NOTE}")
+7 -25
View File
@@ -50,15 +50,6 @@ _IMPORTS_CHANGED = (
)
class LoraSettingsUnusable(Exception):
"""LoraManager's settings cannot be used; nothing was imported (#355)."""
def __init__(self, reason):
super().__init__(
f"LoraManager settings: not usable: {reason}. Nothing was changed."
)
class LoraFilesChanged(Exception):
"""A metadata file changed, appeared or went while the legacy scan staged."""
@@ -407,19 +398,13 @@ class LoraIntegrationMixin:
return
if isinstance(error, PlanChanged):
message = _IMPORTS_CHANGED
elif isinstance(error, (LoraFilesChanged, LoraSettingsUnusable)):
elif isinstance(error, LoraFilesChanged):
message = str(error)
else:
message = self._public_error(error)
if isinstance(
error,
(
PlanChanged,
LoraFilesChanged,
LoraSettingsUnusable,
EmptyReplacement,
PairDependencyError,
),
(PlanChanged, LoraFilesChanged, EmptyReplacement, PairDependencyError),
):
self.logger.warning(f"LoRA scan refused: {message}")
else:
@@ -447,11 +432,8 @@ class LoraIntegrationMixin:
"progress": 2,
}
)
discovery = await self._run_in_executor(lora_import.discover, lm_path)
if discovery.layout.error is not None:
raise LoraSettingsUnusable(discovery.layout.error)
sidecars = discovery.sidecars
total = len(sidecars)
files = await self._run_in_executor(lora_import.discover, lm_path)
total = len(files)
await send_progress(
{
"type": "progress",
@@ -461,7 +443,7 @@ class LoraIntegrationMixin:
}
)
reviewed = await self._run_in_executor(lora_import.fingerprint, discovery)
reviewed = await self._run_in_executor(lora_import.fingerprint, files)
events = asyncio.Queue()
state = await self._run_in_executor(
self.db.category_import_state, lora_import.LORA_CATEGORY
@@ -485,7 +467,7 @@ class LoraIntegrationMixin:
)
if not existing:
counts["imported"] += 1
status = record["name"] if record else sidecars[index].metadata_path.name
status = record["name"] if record else files[index].name
if record and record["images"]:
status += f" ({len(record['images'])} images)"
await send_progress(
@@ -508,7 +490,7 @@ class LoraIntegrationMixin:
stop = threading.Event()
staging = asyncio.ensure_future(
self.stage_lora_import(
discovery,
files,
on_record=on_record,
cancelled=lambda: stop.is_set() or disconnected(),
)
+1 -84
View File
@@ -47,23 +47,11 @@ _SETTINGS_FILE_KEYS = {
"THUMBNAIL_FORMAT": ("thumbnails", "format"),
"THUMBNAIL_QUALITY": ("thumbnails", "quality"),
"THUMBNAIL_EDGE": ("thumbnails", "edge"),
# The one tagging configuration (#328), published to AutotagConfig.
"AUTOTAG_MODEL_TYPE": ("autotag", "defaults", "model_type"),
"AUTOTAG_EXISTING": ("autotag", "defaults", "existing"),
"AUTOTAG_GENERAL_THRESHOLD": ("autotag", "defaults", "general_threshold"),
"AUTOTAG_CHARACTER_THRESHOLD": ("autotag", "defaults", "character_threshold"),
"AUTOTAG_TEMPLATE": ("autotag", "defaults", "template"),
"AUTOTAG_SUGGESTION_LIMIT": ("autotag", "defaults", "suggestion_limit"),
}
# The thumbnail settings a running Convert outdated job fixes (#317).
_THUMBNAIL_SETTINGS = ("THUMBNAIL_FORMAT", "THUMBNAIL_QUALITY", "THUMBNAIL_EDGE")
# Attributes that live on GalleryConfig; the others on PromptManagerConfig.
_GALLERY_SETTINGS = frozenset({"MONITORING_ENABLED"})
# Attributes that live on AutotagConfig, named without the AUTOTAG_ prefix.
_AUTOTAG_SETTINGS = frozenset(
name for name in _SETTINGS_FILE_KEYS if name.startswith("AUTOTAG_")
)
_AUTOTAG_PREFIX = "AUTOTAG_"
SOURCE_CHANGE_JOB_KIND = "source_change"
SOURCE_CHANGE_JOB_TITLE = "Source change"
@@ -163,63 +151,6 @@ def _set_nested(config, sections, key, value):
config[sections[0]] = merged
def _validate_autotag_settings(data):
"""The ``autotag_*`` settings as ``{AUTOTAG_ATTR: value}``.
The first bad value raises ValueError with a message that names the
setting by its label in System › Auto-tagging.
"""
from ..config import (
EXISTING_POLICIES,
MAX_SUGGESTION_LIMIT,
MODEL_TYPES,
validate_saved_threshold,
validate_template,
)
updates = {}
if "autotag_model_type" in data:
value = data["autotag_model_type"]
if not isinstance(value, str) or value not in MODEL_TYPES:
raise ValueError(
"Tagging model must be one of " + ", ".join(sorted(MODEL_TYPES)) + "."
)
updates["AUTOTAG_MODEL_TYPE"] = value
if "autotag_existing" in data:
value = data["autotag_existing"]
if not isinstance(value, str) or value not in EXISTING_POLICIES:
raise ValueError(
"Existing tags must be skip, merge or replace_after_review."
)
updates["AUTOTAG_EXISTING"] = value
for key, label in (
("autotag_general_threshold", "General-tag confidence"),
("autotag_character_threshold", "Character-tag confidence"),
):
if key in data:
try:
value = validate_saved_threshold(label, data[key])
except ValueError as error:
raise ValueError(f"{error}.") from None
updates[key.upper()] = value
if "autotag_template" in data:
try:
updates["AUTOTAG_TEMPLATE"] = validate_template(
data["autotag_template"], "LLM tag template"
)
except ValueError as error:
raise ValueError(f"{error}.") from None
if "autotag_suggestion_limit" in data:
value = data["autotag_suggestion_limit"]
if type(value) is not int or not 1 <= value <= MAX_SUGGESTION_LIMIT:
raise ValueError(
"Suggestions per image must be a whole number from 1 to "
f"{MAX_SUGGESTION_LIMIT}."
)
updates["AUTOTAG_SUGGESTION_LIMIT"] = value
return updates
async def _read_json(request):
"""Parse a JSON object body through the package's capped reader."""
from . import _read_json_body
@@ -246,7 +177,7 @@ class SettingsRoutesMixin:
async def get_settings(self, request):
"""Get current settings."""
try:
from ..config import AutotagConfig, PromptManagerConfig, GalleryConfig
from ..config import PromptManagerConfig, GalleryConfig
root_paths = [
self._public_path(d) for d in GalleryConfig.MONITORING_DIRECTORIES
@@ -272,14 +203,6 @@ class SettingsRoutesMixin:
"thumbnail_format": PromptManagerConfig.THUMBNAIL_FORMAT,
"thumbnail_quality": PromptManagerConfig.THUMBNAIL_QUALITY,
"thumbnail_edge": PromptManagerConfig.THUMBNAIL_EDGE,
"autotag_model_type": AutotagConfig.MODEL_TYPE,
"autotag_existing": AutotagConfig.EXISTING,
"autotag_general_threshold": AutotagConfig.GENERAL_THRESHOLD,
"autotag_character_threshold": (
AutotagConfig.CHARACTER_THRESHOLD
),
"autotag_template": AutotagConfig.TEMPLATE,
"autotag_suggestion_limit": AutotagConfig.SUGGESTION_LIMIT,
"cpu_count": PromptManagerConfig.max_worker_threads(),
"gallery_root_paths": root_paths,
"gallery_root_path": root_paths[0] if root_paths else "",
@@ -502,12 +425,7 @@ class SettingsRoutesMixin:
"""
from ..config import GalleryConfig, PromptManagerConfig
from ..config import AutotagConfig
for name, value in updates.items():
if name in _AUTOTAG_SETTINGS:
setattr(AutotagConfig, name[len(_AUTOTAG_PREFIX) :], value)
continue
owner = GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig
setattr(owner, name, value)
restart_fields = []
@@ -646,7 +564,6 @@ class SettingsRoutesMixin:
updates["THUMBNAIL_EDGE"] = thumbnail_settings.validate_edge(
data["thumbnail_edge"]
)
updates.update(_validate_autotag_settings(data))
return updates
def _parse_gallery_roots(self, data):
+12 -31
View File
@@ -488,16 +488,10 @@ class AutoThumbnailer:
f"Automatic preview failed for {src.name}", exc_info=True
)
def close(self, timeout=None):
def close(self):
"""Stop the worker at its next file boundary (queued files are
dropped), kill a running ffmpeg and wait up to ``timeout`` seconds
(None: CLOSE_WAIT_SECONDS, read now); a worker still running after
that is logged.
Returns True when there was no worker or it ended; False when it is
still running, or when called on the worker itself (it only signals).
"""
wait = CLOSE_WAIT_SECONDS if timeout is None else timeout
dropped), kill a running ffmpeg and wait up to CLOSE_WAIT_SECONDS;
a worker still running after that is logged."""
with self._changed:
self._closed = True
self._queue.clear()
@@ -510,18 +504,14 @@ class AutoThumbnailer:
process.kill()
except OSError:
pass
if worker is None:
return True
if worker is threading.current_thread():
return False
worker.join(wait)
if worker is None or worker is threading.current_thread():
return
worker.join(CLOSE_WAIT_SECONDS)
if worker.is_alive():
self._logger.warning(
"The automatic preview worker is still running after "
f"{wait} s; it stops at its next file"
f"{CLOSE_WAIT_SECONDS} s; it stops at its next file"
)
return False
return True
# ── waits (tests and shutdown; never timers) ──────────────────────
@@ -619,19 +609,12 @@ class AutoThumbnailMixin:
)
return self._auto_thumbnailer
def refuse_auto_thumbnails(self):
"""Refuse every later capture without stopping the worker yet (the
package teardown, before ``close_auto_thumbnails(final=True)``)."""
with AutoThumbnailMixin._auto_thumbnailer_lock:
self._auto_thumbnails_shut = True
def close_auto_thumbnails(self, final=False, timeout=None):
def close_auto_thumbnails(self, final=False):
"""Stop the capture worker and the view pool, and forget them.
Bounded by ``timeout`` (see AutoThumbnailer.close). ``final`` (the
package teardown) also keeps a late monitor event from starting a
worker again; a test reset passes False and the next use starts
fresh ones. Returns True when no capture worker is left running.
Bounded (see AutoThumbnailer.close). ``final`` (the app's cleanup)
also keeps a late monitor event from starting a worker again; a
test reset passes False and the next use starts fresh ones.
"""
with AutoThumbnailMixin._auto_thumbnailer_lock:
if final:
@@ -639,14 +622,12 @@ class AutoThumbnailMixin:
thumbnailer, self._auto_thumbnailer = self._auto_thumbnailer, None
pool, self._preview_pool_obj = self._preview_pool_obj, None
self._preview_gate_obj = None
closed = True
if thumbnailer is not None:
closed = thumbnailer.close(timeout)
thumbnailer.close()
if pool is not None:
pool.shutdown(wait=False, cancel_futures=True)
if final:
shutdown_encoders() # kill JPEG XL / ffmpeg encoders still running
return closed
def _auto_thumbnail_failures(self):
thumbnailer = self._auto_thumbnailer
+28 -30
View File
@@ -25,23 +25,6 @@ except ImportError:
from database.annotations import MAX_IMAGE_TAGS
from database.vocabulary import validate_vocabulary_tag_name
# The tag template and thresholds live with the saved tagging defaults
# (#328), so config.py never imports PIL.
try:
from .tagging_defaults import DEFAULT_TAG_TEMPLATE
except ImportError:
from py.tagging_defaults import DEFAULT_TAG_TEMPLATE
def _autotag_config():
"""The saved defaults; imported late, as config needs ComfyUI's server."""
try:
from .config import AutotagConfig
except ImportError:
from py.config import AutotagConfig
return AutotagConfig
# Try to import logging from utils, fallback to standard logging
try:
from ..utils.logging_config import get_logger
@@ -62,12 +45,10 @@ except ImportError:
return logger
# Model configurations - same as standalone_tagger.py. ``label`` is the short
# name System, Activity and a 409 model-busy show (#328).
# Model configurations - same as standalone_tagger.py
MODELS = {
"gguf": {
"name": "GGUF (Recommended)",
"label": "GGUF JoyCaption",
"description": "Quantized model, ~4.5GB, faster loading",
"size": "~4.5GB",
"repo": "mradermacher/llama-joycaption-beta-one-hf-llava-GGUF",
@@ -78,7 +59,6 @@ MODELS = {
},
"hf": {
"name": "HuggingFace",
"label": "HuggingFace JoyCaption",
"description": "Full precision model, ~16GB, higher quality",
"size": "~16GB",
"repo": "fancyfeast/llama-joycaption-beta-one-hf-llava",
@@ -86,7 +66,6 @@ MODELS = {
},
"wd14-swinv2": {
"name": "WD14 SwinV2",
"label": "WD14 SwinV2",
"description": "Fast classifier tagger, ~400MB, no prompt needed",
"size": "~400MB",
"repo": "SmilingWolf/wd-swinv2-tagger-v3",
@@ -96,7 +75,6 @@ MODELS = {
},
"wd14-vit": {
"name": "WD14 ViT",
"label": "WD14 ViT",
"description": "Fast classifier tagger, ~400MB, ViT architecture",
"size": "~400MB",
"repo": "SmilingWolf/wd-vit-tagger-v3",
@@ -107,7 +85,17 @@ MODELS = {
}
# Default prompts
DEFAULT_PROMPT = DEFAULT_TAG_TEMPLATE
DEFAULT_PROMPT = (
"Generate only comma-separated Danbooru tags (lowercase_underscores, no spaces).\n"
"Include: subject_count (1girl/1boy/etc), gender, ethnicity (asian, caucasian, "
"etc), age_approx (teen, young_woman), body_attributes, face_features, "
"hairstyle, appearance, clothing, accessories, pose, expression, action, "
"camera_angle, camera_shot, scene_composition (wide_shot, long_shot, "
"dutch_angle), environment, background_elements, lighting, mood.\n"
"Prioritize visual accuracy.\n"
"No sentences, no commentary, no captions. Only tags. Keep length short but "
"descriptive."
)
# Upper bound of one suggestion request: the image tag set cap.
MAX_SUGGESTION_LIMIT = MAX_IMAGE_TAGS
@@ -191,6 +179,10 @@ class AutoTagService:
self._current_model_type: Optional[str] = None
self._custom_prompt: str = DEFAULT_PROMPT
# WD14 threshold defaults
self._wd14_general_threshold: float = 0.35
self._wd14_character_threshold: float = 0.85
@property
def models_config(self) -> Dict[str, Dict[str, Any]]:
"""Get the models configuration dictionary."""
@@ -213,13 +205,19 @@ class AutoTagService:
@property
def wd14_general_threshold(self) -> float:
"""The saved General-tag confidence (``autotag.defaults``)."""
return _autotag_config().GENERAL_THRESHOLD
return self._wd14_general_threshold
@wd14_general_threshold.setter
def wd14_general_threshold(self, value: float):
self._wd14_general_threshold = max(0.0, min(1.0, value))
@property
def wd14_character_threshold(self) -> float:
"""The saved Character-tag confidence (``autotag.defaults``)."""
return _autotag_config().CHARACTER_THRESHOLD
return self._wd14_character_threshold
@wd14_character_threshold.setter
def wd14_character_threshold(self, value: float):
self._wd14_character_threshold = max(0.0, min(1.0, value))
def get_models_status(self) -> Dict[str, Dict[str, Any]]:
"""Get availability status for all model types.
@@ -862,12 +860,12 @@ class AutoTagService:
gen_thresh = (
general_threshold
if general_threshold is not None
else _autotag_config().GENERAL_THRESHOLD
else self._wd14_general_threshold
)
char_thresh = (
character_threshold
if character_threshold is not None
else _autotag_config().CHARACTER_THRESHOLD
else self._wd14_character_threshold
)
return self._generate_wd14(
session, tags_list, image, gen_thresh, char_thresh
+16 -98
View File
@@ -563,92 +563,18 @@ class IntegrationConfig:
DEFAULT_SUGGESTION_LIMIT = 10
MAX_SUGGESTION_LIMIT = 100 # pinned to MAX_IMAGE_TAGS by tests/test_config.py
# The tagging engines, options, template and validators (server-free, #328).
try:
from .tagging_defaults import ( # noqa: F401 - re-exported
DEFAULT_TAG_TEMPLATE,
EXISTING_POLICIES,
LLM_MODEL_TYPES,
MAX_INSTRUCTION_BYTES,
MAX_INSTRUCTION_CHARS,
MODEL_TYPES,
WD14_MODEL_TYPES,
validate_saved_threshold,
validate_template,
validate_threshold,
)
except ImportError:
from py.tagging_defaults import ( # noqa: F401 - re-exported
DEFAULT_TAG_TEMPLATE,
EXISTING_POLICIES,
LLM_MODEL_TYPES,
MAX_INSTRUCTION_BYTES,
MAX_INSTRUCTION_CHARS,
MODEL_TYPES,
WD14_MODEL_TYPES,
validate_saved_threshold,
validate_template,
validate_threshold,
)
def _valid_model_type(value: Any) -> str:
if not isinstance(value, str) or value not in MODEL_TYPES:
raise ValueError("must be one of " + ", ".join(sorted(MODEL_TYPES)))
return value
def _valid_existing(value: Any) -> str:
if not isinstance(value, str) or value not in EXISTING_POLICIES:
raise ValueError("must be one of " + ", ".join(EXISTING_POLICIES))
return value
def _valid_suggestion_limit(value: Any) -> int:
if type(value) is not int or not 1 <= value <= MAX_SUGGESTION_LIMIT:
raise ValueError(f"must be an integer from 1 to {MAX_SUGGESTION_LIMIT}")
return value
class AutotagConfig:
"""Persisted tagging defaults under ``autotag.defaults`` in config.json.
One tagging configuration (#328): the model, what a batch does with
prompts already tagged, the two WD14 thresholds, the language-model
template and how many suggestions Generate returns. Each key is checked
alone on load; a hand-edited value that fails its check falls back to
its default with one warning rather than failing the load.
``suggestion_limit`` is how many suggestions Generate returns (the top N
by score), an integer in ``1..MAX_SUGGESTION_LIMIT``. A hand-edited value
outside that range, or of another type, falls back to the default with a
warning rather than failing the load.
"""
MODEL_TYPE = "wd14-swinv2"
EXISTING = "skip"
GENERAL_THRESHOLD = 0.35
CHARACTER_THRESHOLD = 0.85
TEMPLATE = DEFAULT_TAG_TEMPLATE
SUGGESTION_LIMIT = DEFAULT_SUGGESTION_LIMIT
# config.json key -> (attribute, validator, default)
_KEYS = {
"model_type": ("MODEL_TYPE", _valid_model_type, "wd14-swinv2"),
"existing": ("EXISTING", _valid_existing, "skip"),
"general_threshold": (
"GENERAL_THRESHOLD",
lambda v: validate_saved_threshold("value", v),
0.35,
),
"character_threshold": (
"CHARACTER_THRESHOLD",
lambda v: validate_saved_threshold("value", v),
0.85,
),
"template": ("TEMPLATE", validate_template, DEFAULT_TAG_TEMPLATE),
"suggestion_limit": (
"SUGGESTION_LIMIT",
_valid_suggestion_limit,
DEFAULT_SUGGESTION_LIMIT,
),
}
@classmethod
def suggestion_limit(cls) -> int:
return cls.SUGGESTION_LIMIT
@@ -661,14 +587,7 @@ class AutotagConfig:
@classmethod
def get_config(cls) -> Dict[str, Any]:
"""The saved defaults; the template only when it is not the built-in
one, so a later built-in template still reaches who never set one."""
defaults = {
key: getattr(cls, attr) for key, (attr, _v, _d) in cls._KEYS.items()
}
if defaults["template"] == DEFAULT_TAG_TEMPLATE:
del defaults["template"]
return {"defaults": defaults}
return {"defaults": {"suggestion_limit": cls.SUGGESTION_LIMIT}}
@classmethod
def update_config(cls, new_config: Any) -> None:
@@ -679,18 +598,17 @@ class AutotagConfig:
if not isinstance(defaults, dict):
config_logger.warning("Ignoring autotag.defaults that is not an object")
return
for key, (attr, validate, default) in cls._KEYS.items():
if key not in defaults:
continue
try:
setattr(cls, attr, validate(defaults[key]))
except ValueError as error:
config_logger.warning(
f"autotag.defaults.{key} {error}; using {default!r}"
if key != "template"
else f"autotag.defaults.template {error}; using the built-in one"
)
setattr(cls, attr, default)
if "suggestion_limit" not in defaults:
return
value = defaults["suggestion_limit"]
if cls.valid_suggestion_limit(value):
cls.SUGGESTION_LIMIT = value
return
config_logger.warning(
"autotag.defaults.suggestion_limit must be an integer from 1 to "
f"{MAX_SUGGESTION_LIMIT}; using {DEFAULT_SUGGESTION_LIMIT}"
)
cls.SUGGESTION_LIMIT = DEFAULT_SUGGESTION_LIMIT
class PromptManagerConfig:
+55 -108
View File
@@ -1,27 +1,18 @@
"""The staged LoRA reference import (#221, #249 System S10, #355).
"""The staged LoRA reference import (#221, #249 System S10).
The import reads LoraManager's ``*.metadata.json`` sidecars and turns each
LoRA into one prompt of the ``lora-manager`` category, tagged with its name and
trigger words and linked to its images. It runs in three stages, and only the
last writes to the database:
The import reads LoraManager's ``*.metadata.json`` files and turns each LoRA
into one prompt of the ``lora-manager`` category, tagged with its name and
trigger words and linked to its preview images. It runs in three stages, and
only the last writes to the database:
1. **discover**: read LoraManager's settings the way LoraManager does
(``py/lora_manager_layout.py``: the settings file from the environment
folder, the portable plugin file or the user config folder; the LoRA
roots, the storage mode, the sidecar and example-images roots) and find
the sidecars (``discover``). In ``alongside`` mode a sidecar beside its
model is kept when ``<base>.safetensors`` exists; in ``centralized`` mode
every sidecar under the sidecar root is kept when its ``file_path`` names
a model inside a LoRA root. ``fingerprint`` covers every scanned sidecar,
kept or skipped (path, size, modification time, kept or not, #362) and the
layout; ``preview`` adds the counts a review shows. Nothing is written
and nothing is requested.
2. **stage**: read each sidecar and build its record. Its LoraManager preview
and example images are linked where they are (``local_media``); only a
LoRA without any local image downloads its CivitAI example images into the
image cache first (best effort, counted). A cancelled or failed stage
leaves the database untouched; downloaded images stay in the cache.
3. **replace**: the sidecars are found and fingerprinted once more (a file
1. **discover**: list the metadata files (``discover``) and fingerprint them
(path, size and modification time; ``fingerprint``). ``preview`` adds the
counts a review shows. Nothing is written and nothing is requested.
2. **stage**: read each file and build its record; CivitAI example images are
downloaded into the image cache first (best effort, counted). A cancelled
or failed stage leaves the database untouched; downloaded images stay in
the cache.
3. **replace**: the files are listed and fingerprinted once more (a file
changed, removed or added while staging aborts the import), then
``PromptDatabase.replace_category_prompts`` swaps the old collection for
the staged records in one transaction (or changes nothing).
@@ -33,15 +24,9 @@ Both the System job (``POST /lora/import/apply``) and the legacy ``POST
import hashlib
from dataclasses import dataclass, field
from pathlib import Path
from typing import AbstractSet, Callable, Dict, List, Optional
from typing import Callable, Dict, List, Optional
from . import lora_utils
from .lora_manager_layout import (
Discovery,
discover_sidecars,
layout_summary,
local_media,
)
try:
from ..utils.hashing import generate_prompt_hash
@@ -52,97 +37,69 @@ LORA_CATEGORY = "lora-manager"
JOB_TITLE = "LoRA reference import"
# The job's outcome groups, in its counter-tile order.
GROUPS = ("imported", "linked", "skipped", "downloaded", "download_errors", "errors")
METADATA_SUFFIX = "*.metadata.json"
class ImportCancelled(Exception):
"""The import was cancelled while staging; nothing was written."""
def discover(lora_manager_path: Optional[str]) -> Discovery:
"""The sidecars of every LoRA whose model exists inside a LoRA root.
def discover(lora_manager_path: str) -> List[Path]:
"""Every LoRA metadata file, sorted and without repeats.
``lora_manager_path`` is resolved as the integration resolves it (an
install under ``custom_nodes``; empty means auto-detection). Raises
whatever listing a folder raised: a discovery that cannot see every
folder must not replace the collection with part of it.
Raises whatever listing a folder raised: a discovery that cannot see
every folder must not replace the collection with part of it.
"""
return discover_sidecars(lora_utils.lora_manager_layout(lora_manager_path))
seen = set()
files = []
for folder in lora_utils.find_lora_directories(lora_manager_path):
for path in Path(folder).rglob(METADATA_SUFFIX):
key = str(path)
if key not in seen:
seen.add(key)
files.append(path)
files.sort(key=str)
return files
def fingerprint(discovery: Discovery) -> str:
"""What a review saw: the layout, then every scanned sidecar, kept or
skipped, with its path, size, modification time and whether it was kept
(#362). A LoraManager save that changes unrelated settings leaves it as
it was."""
layout = discovery.layout
def fingerprint(files: List[Path]) -> str:
"""What a review saw of ``files``: each path, size and modification time."""
digest = hashlib.sha256()
for value in (
layout.settings_path,
layout.source,
layout.error,
layout.mode,
"\0".join(layout.lora_roots),
layout.sidecar_root,
layout.example_images_root,
layout.library,
):
digest.update(f"{value}\n".encode("utf-8", "surrogatepass"))
for name in discovery.unreadable:
digest.update(f"unreadable\0{name}\n".encode("utf-8", "surrogatepass"))
kept = {str(sidecar.metadata_path) for sidecar in discovery.sidecars}
for path in discovery.scanned_files:
flag = 1 if str(path) in kept else 0
for path in files:
try:
stat = path.stat()
entry = f"{path}\0{stat.st_size}\0{stat.st_mtime_ns}\0{flag}\n"
entry = f"{path}\0{stat.st_size}\0{stat.st_mtime_ns}\n"
except OSError:
entry = f"{path}\0missing\0{flag}\n"
entry = f"{path}\0missing\n"
digest.update(entry.encode("utf-8", "surrogatepass"))
return "sha256:" + digest.hexdigest()
def preview(
lora_manager_path: Optional[str],
cache_dir: Path,
media_extensions: AbstractSet[str],
) -> Dict:
def preview(lora_manager_path: str, cache_dir: Path) -> Dict:
"""The review's counts (blocking; reads only, requests nothing).
``{lora_files, with_metadata, skipped, with_local_media,
planned_downloads, fingerprint, names, layout}``: the metadata files
seen, the kept LoRAs whose sidecar parses, the rest, the LoRAs with a
local image, the CivitAI images an import would download for the LoRAs
without one (not yet in the cache), the first LoRA names and what the
layout says (``layout_summary``).
``{lora_files, with_metadata, planned_downloads, fingerprint, names}``:
the metadata files found, those that parse, the example images an import
would download (not yet in the cache) and the first LoRA names.
"""
discovery = discover(lora_manager_path)
layout = discovery.layout
files = discover(lora_manager_path)
with_metadata = 0
with_local_media = 0
planned = 0
names = []
for sidecar in discovery.sidecars:
metadata = lora_utils.read_lora_metadata(sidecar.metadata_path)
for path in files:
metadata = lora_utils.read_lora_metadata(path)
if not metadata:
continue
with_metadata += 1
if local_media(sidecar, metadata, layout, media_extensions):
with_local_media += 1
else:
planned += lora_utils.planned_civitai_downloads(
metadata, sidecar.metadata_path, cache_dir
)
planned += lora_utils.planned_civitai_downloads(metadata, path, cache_dir)
if len(names) < 50:
names.append(lora_utils.get_model_name_from_metadata(metadata))
return {
"lora_files": discovery.scanned,
"lora_files": len(files),
"with_metadata": with_metadata,
"skipped": discovery.scanned - with_metadata,
"with_local_media": with_local_media,
"planned_downloads": planned,
"fingerprint": fingerprint(discovery),
"fingerprint": fingerprint(files),
"names": names,
"layout": layout_summary(layout, Path.home()),
}
@@ -174,45 +131,35 @@ class StagedImport:
def stage(
discovery: Discovery,
files: List[Path],
cache_dir: Path,
api_key: str = "",
*,
media_extensions: AbstractSet[str],
on_record: Optional[Callable[[int, Dict, "StagedImport"], None]] = None,
cancelled: Callable[[], bool] = lambda: False,
logger=None,
) -> StagedImport:
"""Read each sidecar and build its record with its images.
"""Read each file and build its record, downloading its example images.
Blocking. Local images (``local_media``) come first; a LoRA without any
downloads its CivitAI example images. A sidecar that cannot be read, or
whose record fails to build, is skipped by its name, as are the
centralized sidecars discovery could not parse. ``cancelled()`` is asked
before each sidecar (raises ImportCancelled); ``on_record(index,
record_or_None, staged)`` follows each one.
Blocking. A file that cannot be read, or whose record fails to build, is
skipped by its name. ``cancelled()`` is asked before each file (raises
ImportCancelled); ``on_record(index, record_or_None, staged)`` follows
each one.
"""
sidecars = discovery.sidecars
staged = StagedImport(total=len(sidecars))
staged.skipped.extend(discovery.unreadable)
for index, sidecar in enumerate(sidecars):
staged = StagedImport(total=len(files))
for index, path in enumerate(files):
if cancelled():
raise ImportCancelled()
record = None
path = sidecar.metadata_path
metadata = lora_utils.read_lora_metadata(path)
if not metadata:
staged.skipped.append(path.name)
else:
try:
local = local_media(
sidecar, metadata, discovery.layout, media_extensions
local = lora_utils.get_preview_images_from_metadata(metadata, path)
remote = lora_utils.download_civitai_images(
metadata, path, cache_dir, api_key, stats=staged.stats
)
remote = []
if not local:
remote = lora_utils.download_civitai_images(
metadata, path, cache_dir, api_key, stats=staged.stats
)
images = list(dict.fromkeys([*local, *remote]))
record = build_record(metadata, path, images)
staged.records.append(record)
-217
View File
@@ -1,217 +0,0 @@
"""A per-process cache of LoraManager's layout for the image hot paths (#362).
Every Library list, prompt detail, inspect, reveal and serve request needs the
LoRA allow-list (``ImagesMixin._lora_image_dirs``). Building it means finding
the LoraManager install, reading its plugin settings file and its settings
file, and resolving every folder. ``LayoutCache`` keeps the last result and
reuses it while all of these hold:
- the key (the configured install path, stripped) and the home folder the
folder guard compares against are the same;
- the entry is younger than ``MAX_AGE_SECONDS`` (monotonic clock);
- the plugin settings file and the settings file have the same signature
(``st_mtime_ns``, ``st_size``, or ``MISSING``) as when it was stored;
- the install and every stored media root still resolve to themselves (a
folder swapped for a symlink reloads, so the folder guard runs again).
A result is stored only when no watched file is "racy" (modified within
``RACY_SECONDS`` of the load, git's rule for racily clean index entries),
every watched file could be checked, the settings file was readable, and no
``clear()`` ran during the load. What each rule covers: signatures catch a
settings change on the next request; the racy rule catches a write during the
load, a half-written file and coarse timestamps; the maximum age bounds the
inputs no signature sees (``extra_model_paths.yaml``, environment, temporary
failures); ``clear()`` makes a finished import's new folders servable at once.
Hits and loads take no lock: a slow ``os.stat`` on a network share holds up
only its own request, and two threads that miss together both load (both
loads only read). A short lock guards the compare-and-store and the logging
state; no file I/O runs under it. Standard library only, so it is tested
without ComfyUI or LoraManager.
"""
import logging
import os
import threading
import time
from dataclasses import dataclass
from pathlib import Path
from typing import Callable, Optional, Tuple
from .lora_manager_layout import UNREADABLE, LoraManagerLayout, _canonical
# A watched file modified this recently is not trusted: LoraManager writes its
# settings in place, and FAT/exFAT store modification times in 2 s steps.
RACY_SECONDS = 3
# Bounds what no signature sees (unwatched inputs, temporary failures).
MAX_AGE_SECONDS = 30
# The signature of a watched file that does not exist (a valid state).
MISSING = object()
# ERROR_BAD_NETPATH and ERROR_BAD_NET_NAME, which Windows raises as
# FileNotFoundError.
_OFFLINE_SHARE_ERRORS = frozenset({53, 67})
logger = logging.getLogger("prompt_manager.lora_layout_cache")
@dataclass(frozen=True)
class _Entry:
key: str
home: str
install: Optional[str]
layout: LoraManagerLayout
signatures: Tuple[Tuple[str, object], ...]
stored_at: float
class _CannotValidate(Exception):
"""A watched file could not be checked (not merely missing)."""
class LayoutCache:
"""At most one ``(install, layout)`` for the active LoraManager config."""
def __init__(
self,
resolve: Callable[[str], Optional[str]],
load: Callable[[Optional[str]], LoraManagerLayout],
*,
wall_ns: Callable[[], int] = time.time_ns,
monotonic: Callable[[], float] = time.monotonic,
stat=os.stat,
pathmod=os.path,
home: Callable[[], str] = lambda: str(Path.home()),
):
self._resolve = resolve
self._load = load
self._wall_ns = wall_ns
self._monotonic = monotonic
self._stat = stat
self._pathmod = pathmod
self._home = home
self._entry: Optional[_Entry] = None
self._generation = 0
self._lock = threading.Lock()
# What was last logged; survives clear() so a reload of the same
# layout stays quiet.
self._logged_layout: Optional[LoraManagerLayout] = None
self._logged_refused: Tuple[str, ...] = ()
def get(self, configured: str) -> Tuple[Optional[str], LoraManagerLayout]:
"""``(install, layout)`` for the configured path ("" auto-detects)."""
key = (configured or "").strip()
home = self._home()
entry = self._entry
if entry is not None and self._valid(entry, key, home):
return entry.install, entry.layout
with self._lock:
if entry is not None and self._entry is entry:
self._entry = None
generation = self._generation
install = self._resolve(key)
layout = self._load(install)
self._log_refused(layout)
try:
signatures = tuple(
(path, self._signature(path)) for path in self._watched(install, layout)
)
except _CannotValidate:
return install, layout
if layout.error == UNREADABLE or self._racy(signatures, self._wall_ns()):
return install, layout
stored = _Entry(key, home, install, layout, signatures, self._monotonic())
changed = False
with self._lock:
if self._generation == generation:
self._entry = stored
changed = layout != self._logged_layout
if changed:
self._logged_layout = layout
if changed:
logger.info(
f"LoraManager layout changed: {layout.source or 'no'} settings, "
f"{layout.mode} storage, {len(layout.media_roots)} media folders"
)
return install, layout
def clear(self) -> None:
"""Drop the entry; a load that started before this stores nothing."""
with self._lock:
self._entry = None
self._generation += 1
def _log_refused(self, layout: LoraManagerLayout) -> None:
"""One warning per default LoRA folder newly refused by the guard."""
refused = tuple(layout.refused_defaults)
with self._lock:
if refused == self._logged_refused:
return
new = [folder for folder in refused if folder not in self._logged_refused]
self._logged_refused = refused
for folder in new:
logger.warning(
f"ComfyUI LoRA folder '{folder}' is neither scanned nor served: "
"it is a filesystem root, the home folder or a folder that "
"contains it"
)
# ── validation ──────────────────────────────────────────────────
def _valid(self, entry: _Entry, key: str, home: str) -> bool:
if entry.key != key or entry.home != home:
return False
if self._monotonic() - entry.stored_at >= MAX_AGE_SECONDS:
return False
try:
for path, signature in entry.signatures:
if self._signature(path) != signature:
return False
except _CannotValidate:
return False
folders = entry.layout.media_roots
if entry.install is not None:
folders = (entry.install,) + tuple(folders)
for folder in folders:
try:
if _canonical(folder, self._pathmod) != folder:
return False
except (OSError, ValueError):
return False
return True
def _watched(self, install, layout) -> Tuple[str, ...]:
"""The plugin settings file, then the settings file, each once."""
if install is None:
return ()
paths = [self._pathmod.join(install, "settings.json")]
if layout.settings_path is not None:
paths.append(str(layout.settings_path))
watched, seen = [], set()
for path in paths:
identity = self._pathmod.normcase(self._pathmod.abspath(path))
if identity not in seen:
seen.add(identity)
watched.append(path)
return tuple(watched)
def _signature(self, path: str):
try:
result = self._stat(path)
except (FileNotFoundError, NotADirectoryError) as error:
# Windows reports an offline share as "not found": that is a
# temporary failure, not a missing file.
if getattr(error, "winerror", None) in _OFFLINE_SHARE_ERRORS:
raise _CannotValidate(path) from error
return MISSING
except (OSError, ValueError) as error:
raise _CannotValidate(path) from error
return (result.st_mtime_ns, result.st_size)
@staticmethod
def _racy(signatures, now_ns: int) -> bool:
threshold = now_ns - RACY_SECONDS * 10**9
return any(
signature is not MISSING and signature[0] > threshold
for _path, signature in signatures
)
-653
View File
@@ -1,653 +0,0 @@
"""Where LoraManager keeps its files (#355).
LoraManager (``custom_nodes/comfyui-lora-manager``) stores one
``<name>.metadata.json`` sidecar per model, a preview image or video beside
it, and each model's downloaded CivitAI example images. Where it stores them
is a user setting, and its settings file itself can live in three places.
This module repeats LoraManager's own rules, reading its files only (never
importing it), so the LoRA import, the trigger-word cache and the image
server share one definition:
- ``load_layout`` finds the settings file (environment folder, portable
plugin file, or the user config folder, in LoraManager's order), keeps only
the seven keys the import needs, and resolves the LoRA roots, the sidecar
root (centralized storage), the example-images root and the active
LoraManager library. Every folder from the settings, and each of
ComfyUI's default LoRA folders, passes the folder guard: it must exist and
must not be a filesystem root, the home folder or a folder that contains
it. Default folders the guard refuses are listed in ``refused_defaults``.
- ``discover_sidecars`` finds every sidecar whose model file exists inside a
LoRA root: beside the models in ``alongside`` mode, under the sidecar root
(matched to its model by ``file_path``) in ``centralized`` mode.
- ``local_media`` lists a LoRA's preview and example images that the image
server may serve.
Standard library plus ``platformdirs`` only (LoraManager depends on it), so
it is testable outside ComfyUI.
"""
import json
import logging
import os
import re
from dataclasses import dataclass, replace
from pathlib import Path
from typing import (
AbstractSet,
Callable,
Dict,
Iterator,
List,
Mapping,
Optional,
Sequence,
Tuple,
)
# py/utils/settings_paths.py: SETTINGS_DIR_ENV, _LM_PORTABLE_ENV, APP_NAME.
SETTINGS_DIR_ENV = "LORA_MANAGER_SETTINGS_DIR"
PORTABLE_ENV = "LORA_MANAGER_PORTABLE"
APP_NAME = "ComfyUI-LoRA-Manager"
# py/utils/constants.py PREVIEW_EXTENSIONS, in LoraManager's order.
PREVIEW_EXTENSIONS = (
".webp",
".preview.webp",
".preview.png",
".preview.jpeg",
".preview.jpg",
".preview.mp4",
".png",
".jpeg",
".jpg",
".mp4",
".gif",
".webm",
".avif",
".jxl",
)
# LoraManager's LoRA scanner accepts .safetensors only (py/services/lora_scanner.py).
MODEL_SUFFIX = ".safetensors"
# py/utils/sidecar_paths.py METADATA_SUFFIX.
METADATA_SUFFIX = ".metadata.json"
MAX_SETTINGS_BYTES = 5 * 1024 * 1024
# The only settings the import reads; every other key (the file can hold API
# keys) is dropped right after parsing.
SETTINGS_KEYS = frozenset(
{
"sidecar_storage_mode",
"sidecar_storage_path",
"example_images_path",
"folder_paths",
"extra_folder_paths",
"libraries",
"active_library",
}
)
# py/utils/sidecar_paths.py STORAGE_MODE_ALONGSIDE / STORAGE_MODE_CENTRALIZED.
MODE_ALONGSIDE = "alongside"
MODE_CENTRALIZED = "centralized"
# utils/video_metadata.py VIDEO_EXTENSIONS (not imported: that package needs
# the node's relative imports).
VIDEO_SUFFIXES = frozenset({".mp4", ".mov", ".m4v", ".webm", ".mkv", ".avi", ".wmv"})
SOURCE_ENVIRONMENT = "environment"
SOURCE_PORTABLE = "portable"
SOURCE_USER_CONFIG = "user config"
NO_INSTALL = "no LoraManager install found"
UNREADABLE = "the settings file could not be read"
NOT_JSON = "the settings file is not valid JSON"
NOT_OBJECT = "the settings file is not a JSON object"
TOO_LARGE = "the settings file is larger than 5 MB"
NO_PLATFORMDIRS = "platformdirs is not available"
NO_SIDECAR_ROOT = "the sidecar folder does not exist"
BAD_SIDECAR_ROOT = (
"the sidecar folder is a filesystem root, the home folder or a folder "
"that contains it"
)
logger = logging.getLogger("prompt_manager.lora_manager_layout")
@dataclass(frozen=True)
class LoraManagerLayout:
"""What LoraManager's settings say about where its files are."""
settings_path: Optional[Path]
source: Optional[str]
error: Optional[str]
mode: str
lora_roots: Tuple[str, ...]
sidecar_root: Optional[str]
example_images_root: Optional[str]
library: str
media_roots: Tuple[str, ...]
# ComfyUI's default LoRA folders that exist but that the folder guard
# refused (canonical): the layout cache logs them (#362).
refused_defaults: Tuple[str, ...] = ()
@dataclass(frozen=True)
class Sidecar:
"""One LoRA's metadata file and the model file it describes."""
metadata_path: Path
model_path: Path
@dataclass(frozen=True)
class Discovery:
"""The sidecars kept, every metadata file seen, and those unread."""
layout: LoraManagerLayout
sidecars: List[Sidecar]
# Every ``*.metadata.json`` seen, kept or skipped: resolved, once each,
# sorted by ``str(path)``. The import's fingerprint covers all of them.
scanned_files: Tuple[Path, ...]
unreadable: List[str]
@property
def scanned(self) -> int:
"""How many metadata files were seen."""
return len(self.scanned_files)
class _SettingsError(Exception):
"""The settings file cannot be used, for the reason it carries."""
# ── paths ────────────────────────────────────────────────────────────
def _canonical(path: str, pathmod=os.path) -> str:
# py/config.py _canonical_path (not imported: py.config imports ComfyUI's
# ``server`` at import time).
return pathmod.normcase(pathmod.realpath(path))
def _is_filesystem_root(path: str, pathmod=os.path) -> bool:
# py/config.py _is_filesystem_root: '/', 'C:\\' and UNC share roots.
return pathmod.dirname(path) == path
def _guard_folder(
path: str,
home: str,
*,
pathmod=os.path,
isdir: Optional[Callable[[str], bool]] = None,
) -> Optional[str]:
"""The canonical form of ``path`` when it may be read and served, else None.
Kept only when it is a folder, not a filesystem root, and neither the
home folder nor one of its ancestors (``/home``, ``C:\\Users``: a
security review ruled that a folder holding the home folder must never
be read or served).
"""
isdir = isdir or os.path.isdir
try:
canonical = _canonical(path, pathmod)
if not isdir(canonical) or _is_filesystem_root(canonical, pathmod):
return None
if _inside(home, (canonical,), pathmod):
return None
except (OSError, ValueError):
return None
return canonical
def _inside(path, roots: Sequence[str], pathmod=os.path) -> bool:
"""True when ``path`` (canonical) is one of ``roots`` or below one."""
try:
candidate = _canonical(str(path), pathmod)
except (OSError, ValueError):
return False
for root in roots:
prefix = root if root.endswith(pathmod.sep) else root + pathmod.sep
if candidate == root or candidate.startswith(prefix):
return True
return False
def _absolute(value) -> Optional[str]:
"""A settings path, stripped, ``~``-expanded and absolute; None when unset."""
if not isinstance(value, str) or not value.strip():
return None
return os.path.abspath(os.path.expanduser(value.strip()))
# ── the settings file ───────────────────────────────────────────────
def _platform_user_config_dir() -> str:
from platformdirs import user_config_dir
return user_config_dir(APP_NAME, appauthor=False)
def _read_bytes(path: Path) -> bytes:
with open(path, "rb") as handle:
return handle.read(MAX_SETTINGS_BYTES + 1)
def _read_settings(path: Path) -> Optional[Dict]:
"""The parsed object in ``path``; None when it does not exist."""
try:
raw = _read_bytes(path)
except FileNotFoundError:
return None
except OSError:
raise _SettingsError(UNREADABLE) from None
if len(raw) > MAX_SETTINGS_BYTES:
raise _SettingsError(TOO_LARGE)
try:
data = json.loads(raw.decode("utf-8"))
except (UnicodeDecodeError, ValueError):
raise _SettingsError(NOT_JSON) from None
if not isinstance(data, dict):
raise _SettingsError(NOT_OBJECT)
return data
def _settings_subset(data: Mapping) -> Dict:
"""Only the keys the import reads."""
return {key: data[key] for key in SETTINGS_KEYS if key in data}
def _portable_flag(environ: Mapping[str, str], plugin_settings: Path) -> bool:
"""LoraManager's portable mode (settings_paths._should_use_portable_settings)."""
forced = environ.get(PORTABLE_ENV)
if forced == "1":
return True
if forced == "0":
return False
try:
data = _read_settings(plugin_settings)
except _SettingsError:
return False
return bool(data) and data.get("use_portable_settings") is True
def _settings_location(
lora_manager_path: str,
environ: Mapping[str, str],
user_config_dir: Callable[[], str],
) -> Tuple[Path, str]:
"""``(settings file, source)`` in LoraManager's lookup order."""
override = environ.get(SETTINGS_DIR_ENV)
if override:
folder = os.path.abspath(os.path.expanduser(override))
return Path(folder) / "settings.json", SOURCE_ENVIRONMENT
plugin_settings = Path(lora_manager_path) / "settings.json"
if _portable_flag(environ, plugin_settings):
return plugin_settings, SOURCE_PORTABLE
try:
folder = user_config_dir()
except ImportError:
raise _SettingsError(NO_PLATFORMDIRS) from None
return Path(folder) / "settings.json", SOURCE_USER_CONFIG
# ── libraries and folders ───────────────────────────────────────────
def _sanitize_library_name(name: str) -> str:
# py/utils/example_images_paths.py sanitize_library_name.
safe = re.sub(r"[^A-Za-z0-9_.-]", "_", name or "")
return safe or "default"
def _active_library(settings: Mapping) -> Tuple[str, Optional[Dict], int]:
"""``(name, library dict or None, number of libraries)``."""
libraries = settings.get("libraries")
if not isinstance(libraries, dict) or not libraries:
return "default", None, 0
active = settings.get("active_library")
if not isinstance(active, str) or active not in libraries:
active = next(iter(libraries))
library = libraries[active]
return str(active), library if isinstance(library, dict) else None, len(libraries)
def _lora_list(settings: Mapping, library: Optional[Dict], key: str) -> List[str]:
"""The ``loras`` folders of ``key`` (the library's, else the top level)."""
source = library if library is not None and key in library else settings
section = source.get(key)
if not isinstance(section, dict):
return []
value = section.get("loras")
if isinstance(value, str):
value = [value]
if not isinstance(value, list):
return []
return [entry for entry in value if isinstance(entry, str) and entry.strip()]
def _guarded(paths, home: str) -> Tuple[str, ...]:
kept = []
for path in paths:
absolute = _absolute(path)
guarded = _guard_folder(absolute, home) if absolute else None
if guarded and guarded not in kept:
kept.append(guarded)
return tuple(kept)
def _refused(paths, home: str) -> Tuple[str, ...]:
"""The folders in ``paths`` that exist but that the guard refuses."""
refused = []
for path in paths:
absolute = _absolute(path)
if not absolute or not os.path.isdir(absolute):
continue
if _guard_folder(absolute, home) is None:
try:
canonical = _canonical(absolute)
except (OSError, ValueError):
continue
if canonical not in refused:
refused.append(canonical)
return tuple(refused)
def _example_images_root(
settings: Mapping, library: str, libraries: int, home: str
) -> Optional[str]:
"""py/utils/example_images_paths.py get_library_root, when the folder exists."""
configured = _absolute(settings.get("example_images_path"))
root = _guard_folder(configured, home) if configured else None
if root is None or libraries <= 1:
return root
# Guarded (canonical) like its root: a library name keeps its case, and
# the media check compares normcased paths.
return _guard_folder(os.path.join(root, _sanitize_library_name(library)), home)
def _media_roots(*groups) -> Tuple[str, ...]:
roots = []
for group in groups:
for root in group:
if root and root not in roots:
roots.append(root)
return tuple(roots)
def load_layout(
lora_manager_path: Optional[str],
*,
default_roots: Callable[[], List[str]],
environ: Mapping[str, str] = os.environ,
user_config_dir: Callable[[], str] = _platform_user_config_dir,
) -> LoraManagerLayout:
"""Read LoraManager's settings the way LoraManager does (read only).
``lora_manager_path`` is the resolved install (``None`` when none was
found). An unusable layout carries ``error``, alongside mode and the
default LoRA roots, so serving and trigger words keep working.
"""
home = str(Path.home())
default_list = list(default_roots())
defaults = _guarded(default_list, home)
refused_defaults = _refused(default_list, home)
fallback = LoraManagerLayout(
settings_path=None,
source=None,
error=NO_INSTALL,
mode=MODE_ALONGSIDE,
lora_roots=defaults,
sidecar_root=None,
example_images_root=None,
library="default",
media_roots=defaults,
refused_defaults=refused_defaults,
)
if not lora_manager_path:
return fallback
try:
settings_path, source = _settings_location(
lora_manager_path, environ, user_config_dir
)
except _SettingsError as error:
return replace(fallback, error=str(error))
fallback = replace(fallback, settings_path=settings_path, source=source)
try:
raw = _read_settings(settings_path)
except _SettingsError as error:
return replace(fallback, error=str(error))
settings = _settings_subset(raw or {})
return _layout_from_settings(
settings, settings_path, source, defaults, home, refused_defaults
)
def _layout_from_settings(
settings, settings_path, source, defaults, home, refused_defaults=()
):
library, entry, libraries = _active_library(settings)
lora_roots = _media_roots(
defaults,
_guarded(_lora_list(settings, entry, "folder_paths"), home),
_guarded(_lora_list(settings, entry, "extra_folder_paths"), home),
)
mode = settings.get("sidecar_storage_mode")
mode = MODE_CENTRALIZED if mode == MODE_CENTRALIZED else MODE_ALONGSIDE
example_root = _example_images_root(settings, library, libraries, home)
layout = LoraManagerLayout(
settings_path=settings_path,
source=source,
error=None,
mode=mode,
lora_roots=lora_roots,
sidecar_root=None,
example_images_root=example_root,
library=library,
media_roots=_media_roots(lora_roots, [example_root]),
refused_defaults=refused_defaults,
)
if mode != MODE_CENTRALIZED:
return layout
configured = _absolute(settings.get("sidecar_storage_path"))
configured = configured or os.path.join(str(settings_path.parent), "sidecars")
sidecar_root = _guard_folder(configured, home)
if sidecar_root is None:
reason = NO_SIDECAR_ROOT if not os.path.isdir(configured) else BAD_SIDECAR_ROOT
return replace(
layout,
error=reason,
lora_roots=defaults,
example_images_root=None,
media_roots=defaults,
)
return replace(
layout,
sidecar_root=sidecar_root,
media_roots=_media_roots(lora_roots, [sidecar_root], [example_root]),
)
# ── sidecars ────────────────────────────────────────────────────────
def _metadata_files(folder: str) -> Iterator[Path]:
"""Every ``*.metadata.json`` under ``folder``; an unlistable folder raises.
Symlinked folders are followed, each real folder once (no loops).
"""
def fail(error):
raise error
visited = set()
for current, dirs, files in os.walk(folder, onerror=fail, followlinks=True):
real = _canonical(current)
if real in visited:
dirs[:] = []
continue
visited.add(real)
dirs.sort()
for name in sorted(files):
if name.endswith(METADATA_SUFFIX):
yield Path(current) / name
def _read_sidecar(path: Path) -> Optional[Dict]:
try:
with open(path, "r", encoding="utf-8") as handle:
data = json.load(handle)
except (OSError, ValueError):
return None
return data if isinstance(data, dict) else None
def _model_for(path: Path, layout: LoraManagerLayout, unreadable: List[str]):
"""The model file a sidecar describes, when it exists inside a LoRA root."""
if layout.mode == MODE_ALONGSIDE:
base = path.name[: -len(METADATA_SUFFIX)]
model = path.parent / f"{base}{MODEL_SUFFIX}"
return model if model.is_file() else None
metadata = _read_sidecar(path)
if metadata is None:
unreadable.append(path.name)
return None
file_path = metadata.get("file_path")
if not isinstance(file_path, str) or not file_path.strip():
return None
model = Path(file_path)
if not model.is_file() or not _inside(model, layout.lora_roots):
return None
return model
def discover_sidecars(layout: LoraManagerLayout) -> Discovery:
"""Every sidecar whose model exists inside a LoRA root, sorted, once each.
Raises ``OSError`` when a folder cannot be listed: a discovery that
cannot see every folder must not replace the collection with part of it.
"""
if layout.error is not None:
return Discovery(layout, [], (), [])
if layout.mode == MODE_CENTRALIZED:
folders = [layout.sidecar_root]
else:
folders = list(layout.lora_roots)
seen = set()
scanned: List[Path] = []
unreadable: List[str] = []
sidecars = []
for folder in folders:
for path in _metadata_files(folder):
resolved = Path(os.path.realpath(path))
key = os.path.normcase(str(resolved))
if key in seen:
continue
seen.add(key)
scanned.append(resolved)
model = _model_for(resolved, layout, unreadable)
if model is not None:
sidecars.append(Sidecar(resolved, Path(os.path.realpath(model))))
sidecars.sort(key=lambda sidecar: str(sidecar.metadata_path))
scanned.sort(key=str)
return Discovery(layout, sidecars, tuple(scanned), unreadable)
# ── images ──────────────────────────────────────────────────────────
def _natural_key(name: str):
parts = re.split(r"(\d+)", name)
return [int(part) if part.isdigit() else part.lower() for part in parts], name
def _example_files(folder: str) -> List[str]:
try:
with os.scandir(folder) as entries:
names = [entry.name for entry in entries if entry.is_file()]
except OSError:
return []
return [os.path.join(folder, name) for name in sorted(names, key=_natural_key)]
def _preview_candidates(sidecar: Sidecar, metadata: Dict) -> Iterator[str]:
"""The paths a preview is looked for at, in LoraManager's order."""
url = metadata.get("preview_url")
if isinstance(url, str) and url.strip():
if os.path.isabs(url.strip()):
yield url.strip()
else:
# LoraManager writes absolute paths; it would resolve a relative
# one against its working directory, not the sidecar folder.
logger.debug(
"Relative preview_url skipped in %s", sidecar.metadata_path.name
)
base = sidecar.metadata_path.name[: -len(METADATA_SUFFIX)]
for suffix in PREVIEW_EXTENSIONS:
yield str(sidecar.metadata_path.parent / f"{base}{suffix}")
def local_media(
sidecar: Sidecar,
metadata: Dict,
layout: LoraManagerLayout,
media_extensions: AbstractSet[str],
) -> List[str]:
"""The LoRA's preview, then its example images: absolute, resolved paths.
A file counts only when its extension is in ``media_extensions`` (what the
image server serves) and it lies inside ``layout.media_roots``.
"""
def usable(path: str) -> bool:
return (
os.path.splitext(path)[1].lower() in media_extensions
and os.path.isfile(path)
and _inside(path, layout.media_roots)
)
found: List[str] = []
for path in _preview_candidates(sidecar, metadata):
if usable(path):
found.append(path)
break
sha256 = metadata.get("sha256")
if layout.example_images_root and isinstance(sha256, str) and sha256.strip():
folder = os.path.join(layout.example_images_root, sha256.strip().lower())
found.extend(path for path in _example_files(folder) if usable(path))
media: List[str] = []
for path in found:
resolved = os.path.realpath(path)
if resolved not in media:
media.append(resolved)
return _cover_first(media)
def _cover_first(media: List[str]) -> List[str]:
"""A still image in front of a leading video (no thumbnails for these yet)."""
if not media or os.path.splitext(media[0])[1].lower() not in VIDEO_SUFFIXES:
return media
for index, path in enumerate(media):
if os.path.splitext(path)[1].lower() not in VIDEO_SUFFIXES:
return [path] + media[:index] + media[index + 1 :]
return media
# ── the review ──────────────────────────────────────────────────────
def layout_summary(layout: LoraManagerLayout, home: Path) -> Dict:
"""What the review shows about the layout (no settings values)."""
settings_file = None
if layout.settings_path is not None:
settings_file = str(layout.settings_path)
try:
relative = Path(settings_file).relative_to(home)
settings_file = os.path.join("~", str(relative))
except ValueError:
pass
return {
"source": layout.source,
"settings_file": settings_file,
"error": layout.error,
"mode": layout.mode,
"library": layout.library,
"example_images": layout.example_images_root is not None,
}
+97 -132
View File
@@ -13,7 +13,6 @@ import json
import os
import re
import threading
import time
import urllib.error
import urllib.request
from pathlib import Path
@@ -28,17 +27,6 @@ except ImportError:
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from utils.logging_config import get_logger
from dataclasses import replace
from .lora_layout_cache import LayoutCache
from .lora_manager_layout import (
MODE_ALONGSIDE,
METADATA_SUFFIX,
LoraManagerLayout,
discover_sidecars,
load_layout,
)
logger = get_logger("prompt_manager.lora_utils")
# ── LoraManager detection ────────────────────────────────────────────
@@ -246,22 +234,23 @@ def resolve_lora_manager_path(path) -> Optional[str]:
# ── Metadata reading ─────────────────────────────────────────────────
def default_lora_roots() -> List[str]:
"""The LoRA folders ComfyUI knows, without LoraManager's settings.
def find_lora_directories(lora_manager_path: str) -> List[str]:
"""Find directories that contain LoRA models (with .metadata.json files).
ComfyUI's ``models/loras``, the ``loras`` entries of
``extra_model_paths.yaml`` and, inside ComfyUI, every folder
``folder_paths`` registers for ``loras``. ``lora_manager_layout`` adds
the folders LoraManager's own settings name.
Searches: ComfyUI models/loras, extra_model_paths.yaml lora dirs,
and the LoraManager extension dir itself.
"""
dirs = set()
lm_path = Path(lora_manager_path)
root = find_comfyui_root()
if root:
# Default models/loras
models_loras = root / "models" / "loras"
if models_loras.is_dir():
dirs.add(str(models_loras.resolve()))
# Extra model paths from ComfyUI config
for extra_dir in _get_extra_lora_paths(root):
if extra_dir.is_dir():
dirs.add(str(extra_dir.resolve()))
@@ -278,53 +267,13 @@ def default_lora_roots() -> List[str]:
# folder_paths unavailable — not running inside ComfyUI runtime
pass
# Check for any .metadata.json in the LoraManager dir tree
for meta in lm_path.rglob("*.metadata.json"):
dirs.add(str(meta.parent.resolve()))
return sorted(dirs)
def lora_manager_install(lora_manager_path: Optional[str]) -> Optional[str]:
"""The LoraManager install to read: the configured path when it is an
allowed install under ``custom_nodes``, auto-detection when it is empty."""
if isinstance(lora_manager_path, str) and lora_manager_path.strip():
return resolve_lora_manager_path(lora_manager_path)
detected = detect_lora_manager()
return resolve_lora_manager_path(detected) if detected else None
def layout_for_install(install: Optional[str]) -> LoraManagerLayout:
"""The layout of an already resolved install (None: none was found)."""
return load_layout(install, default_roots=default_lora_roots)
def lora_manager_layout(lora_manager_path: Optional[str]) -> LoraManagerLayout:
"""Where LoraManager keeps its files (``py/lora_manager_layout.py``).
A fresh read: the import review, Start, the legacy scan and the trigger
word cache use it. The image hot paths use ``cached_lora_manager_layout``.
"""
return layout_for_install(lora_manager_install(lora_manager_path))
# The image hot paths' layout cache (#362). The lambdas look the functions up
# when called, so a test that patches them here is seen by the cache.
_layout_cache = LayoutCache(
lambda path: lora_manager_install(path),
lambda install: layout_for_install(install),
)
def cached_lora_manager_layout(
configured: Optional[str],
) -> Tuple[Optional[str], LoraManagerLayout]:
"""``(install, layout)`` for the configured path, from the layout cache
while LoraManager's settings files are unchanged (``py/lora_layout_cache.py``)."""
return _layout_cache.get(configured or "")
def clear_layout_cache() -> None:
"""Drop the cached layout (after an import linked files in new folders)."""
_layout_cache.clear()
def _get_extra_lora_paths(comfyui_root: Path) -> List[Path]:
"""Parse extra_model_paths.yaml for additional LoRA directories."""
results = []
@@ -368,7 +317,7 @@ def read_lora_metadata(metadata_path: Path) -> Optional[Dict]:
try:
with open(metadata_path, "r", encoding="utf-8") as f:
return json.load(f)
except (ValueError, OSError) as e: # JSONDecodeError, UnicodeDecodeError
except (json.JSONDecodeError, OSError) as e:
logger.debug(f"Failed to read {metadata_path}: {e}")
return None
@@ -430,6 +379,46 @@ def get_model_name_from_metadata(metadata: Dict) -> str:
return name
def get_preview_images_from_metadata(metadata: Dict, metadata_path: Path) -> List[str]:
"""Find all local preview/example image paths for a LoRA.
Returns:
List of absolute path strings to image files.
"""
results = []
lora_dir = metadata_path.parent
file_name = metadata.get("file_name", "")
if not file_name:
stem = metadata_path.name.replace(".metadata.json", "")
file_name = stem
base_name = Path(file_name).stem
# Check standard preview naming conventions
for ext in (
".png",
".jpg",
".jpeg",
".webp",
".preview.png",
".preview.jpg",
".preview.jpeg",
):
candidate = lora_dir / f"{base_name}{ext}"
if candidate.exists():
results.append(str(candidate.resolve()))
return results
def get_preview_image_from_metadata(
metadata: Dict, metadata_path: Path
) -> Optional[str]:
"""Find the first preview image path for a LoRA (backward compat)."""
images = get_preview_images_from_metadata(metadata, metadata_path)
return images[0] if images else None
_THUMB_MAX_SIZE = 512
# CivitAI's own domains (#340: civitai.red and civitai.green serve the same
@@ -848,16 +837,30 @@ def get_lora_image_cache_dir(create: bool = True) -> Path:
return cache
def get_example_images_dir(lora_manager_path: str) -> Optional[str]:
"""Find the LoraManager example_images directory."""
lm_path = Path(lora_manager_path)
# Direct subdirectory
candidate = lm_path / "example_images"
if candidate.is_dir():
return str(candidate.resolve())
# Search one level in user data dirs
for child in lm_path.iterdir():
if child.is_dir():
sub = child / "example_images"
if sub.is_dir():
return str(sub.resolve())
return None
# ── Trigger word cache & injection ───────────────────────────────────
_LORA_PATTERN = re.compile(r"<lora:([^:>]+):[^>]+>", re.IGNORECASE)
# A failed load is retried by a running node only after this long (an explicit
# reload, from the settings routes, always runs).
TRIGGER_RETRY_SECONDS = 60
class TriggerWordCache:
"""Thread-safe cache mapping LoRA names to their trigger words.
@@ -868,89 +871,52 @@ class TriggerWordCache:
self._cache: Dict[str, List[str]] = {}
self._lock = threading.Lock()
self._loaded = False
self._failed_at: Optional[float] = None
def load(self, lora_manager_path: str) -> int:
"""Build the trigger word map from the sidecars LoraManager uses.
Never raises (a node calls this while it runs): a folder that cannot
be listed, or any other failure, is logged and the previous map is
kept. When LoraManager's settings cannot be used, the reason is
logged and the default LoRA folders are read in alongside mode.
"""Scan LoRA metadata files and build the trigger word mapping.
Returns:
Number of LoRAs with trigger words in the map.
Number of LoRAs with trigger words found.
"""
try:
new_cache = self._build(lora_manager_path)
except OSError as error:
logger.warning(f"Trigger word cache not refreshed: {error}")
return self._failed()
except Exception:
# Not a disk error: keep the traceback (#362).
logger.exception("Trigger word cache not refreshed")
return self._failed()
new_cache: Dict[str, List[str]] = {}
lora_dirs = find_lora_directories(lora_manager_path)
for lora_dir in lora_dirs:
dir_path = Path(lora_dir)
for meta_file in dir_path.rglob("*.metadata.json"):
metadata = read_lora_metadata(meta_file)
if not metadata:
continue
words = get_trigger_words_from_metadata(metadata)
if not words:
continue
# Key by filename stem (what appears in <lora:NAME:weight>)
file_name = metadata.get("file_name", "")
if file_name:
stem = Path(file_name).stem
new_cache[stem.lower()] = words
# Also key by the metadata file stem
meta_stem = meta_file.name.replace(".metadata.json", "")
if meta_stem.lower() not in new_cache:
new_cache[meta_stem.lower()] = words
with self._lock:
self._cache = new_cache
self._loaded = True
self._failed_at = None
logger.info(
f"Trigger word cache loaded: {len(new_cache)} LoRAs with trigger words"
)
return len(new_cache)
def _failed(self) -> int:
"""Keep the previous map and note when this load failed."""
with self._lock:
self._failed_at = time.monotonic()
return len(self._cache)
@staticmethod
def _build(lora_manager_path: str) -> Dict[str, List[str]]:
layout = lora_manager_layout(lora_manager_path)
if layout.error is not None:
logger.warning(
f"LoraManager settings not usable ({layout.error}); trigger words "
"come from the default LoRA folders"
)
layout = replace(
layout,
error=None,
mode=MODE_ALONGSIDE,
sidecar_root=None,
example_images_root=None,
)
new_cache: Dict[str, List[str]] = {}
for sidecar in discover_sidecars(layout).sidecars:
metadata = read_lora_metadata(sidecar.metadata_path)
if not metadata:
continue
words = get_trigger_words_from_metadata(metadata)
if not words:
continue
# Key by the model file name (what appears in <lora:NAME:weight>)
# and by the sidecar's name.
new_cache[sidecar.model_path.stem.lower()] = words
sidecar_stem = sidecar.metadata_path.name[: -len(METADATA_SUFFIX)]
new_cache.setdefault(sidecar_stem.lower(), words)
return new_cache
def get_trigger_words(self, lora_name: str) -> List[str]:
"""Look up trigger words for a LoRA by name (case-insensitive)."""
with self._lock:
return self._cache.get(lora_name.lower(), [])
def retry_due(self) -> bool:
"""Whether a node may try loading again: never failed, or the last
failure is TRIGGER_RETRY_SECONDS old (no rescan on every prompt run)."""
with self._lock:
failed_at = self._failed_at
return failed_at is None or time.monotonic() - failed_at >= (
TRIGGER_RETRY_SECONDS
)
@property
def is_loaded(self) -> bool:
with self._lock:
@@ -960,7 +926,6 @@ class TriggerWordCache:
with self._lock:
self._cache.clear()
self._loaded = False
self._failed_at = None
# Module-level singleton
-74
View File
@@ -1,74 +0,0 @@
"""The tagging configuration's constants and validators (#328).
Server-free on purpose: ``py.api`` must import without ComfyUI's ``server``
module, which ``py/config.py`` needs; config re-exports all of this.
"""
import math
from typing import Any
# The tagging engines (``py/autotag.py`` MODELS) and the options they take.
WD14_MODEL_TYPES = frozenset({"wd14-swinv2", "wd14-vit"})
LLM_MODEL_TYPES = frozenset({"gguf", "hf"})
MODEL_TYPES = WD14_MODEL_TYPES | LLM_MODEL_TYPES
MAX_INSTRUCTION_CHARS = 4000
MAX_INSTRUCTION_BYTES = 16 * 1024
# What a batch does with a prompt that already has tags (#328).
EXISTING_POLICIES = ("skip", "merge", "replace_after_review")
# The language-model tag template every page starts from until one is saved.
DEFAULT_TAG_TEMPLATE = (
"Generate only comma-separated Danbooru tags (lowercase_underscores, no spaces).\n"
"Include: subject_count (1girl/1boy/etc), gender, ethnicity (asian, caucasian, "
"etc), age_approx (teen, young_woman), body_attributes, face_features, "
"hairstyle, appearance, clothing, accessories, pose, expression, action, "
"camera_angle, camera_shot, scene_composition (wide_shot, long_shot, "
"dutch_angle), environment, background_elements, lighting, mood.\n"
"Prioritize visual accuracy.\n"
"No sentences, no commentary, no captions. Only tags. Keep length short but "
"descriptive."
)
def validate_threshold(name: str, value: Any) -> float:
"""A WD14 confidence threshold in [0, 1], or ValueError naming ``name``."""
if type(value) not in (int, float) or not math.isfinite(value):
raise ValueError(f"{name} must be a finite number")
if not 0 <= value <= 1:
raise ValueError(f"{name} must be between 0 and 1")
return float(value)
# Every page shows the thresholds in steps of 0.05 (the concept's System rows,
# the Tag image dialogs and the legacy sliders), so a saved one must be on that
# grid (#369). Per-request thresholds keep their own checks.
THRESHOLD_STEP = 0.05
_STEPS_PER_UNIT = round(1 / THRESHOLD_STEP)
# A computed float can miss the grid by a hair: (0.1 + 0.2) * 20 is 6.000000000000001.
_STEP_TOLERANCE = 1e-12 # in steps; refuses 0.35000000001
def validate_saved_threshold(name: str, value: Any) -> float:
"""A saved WD14 threshold: in [0, 1] and a multiple of ``THRESHOLD_STEP``,
returned exactly on the grid; else ValueError naming ``name``."""
value = validate_threshold(name, value)
steps = value * _STEPS_PER_UNIT
if abs(steps - round(steps)) > _STEP_TOLERANCE:
raise ValueError(f"{name} must be a multiple of {THRESHOLD_STEP}")
return round(steps) / _STEPS_PER_UNIT
def validate_template(value: Any, name: str = "instructions") -> str:
"""Non-empty language-model instructions within the character and byte
caps, or ValueError naming ``name``."""
if not isinstance(value, str) or not value.strip():
raise ValueError(f"{name} must be non-empty text")
if len(value) > MAX_INSTRUCTION_CHARS:
raise ValueError(f"{name} must be at most {MAX_INSTRUCTION_CHARS} characters")
try:
encoded = value.encode("utf-8")
except UnicodeEncodeError:
raise ValueError(f"{name} must be valid Unicode text") from None
if len(encoded) > MAX_INSTRUCTION_BYTES:
raise ValueError(f"{name} {'are' if name == 'instructions' else 'is'} too long")
return value
+1 -1
View File
@@ -3,7 +3,7 @@ name = "promptmanager"
description = "A powerful ComfyUI custom node that extends the standard text encoder with persistent prompt storage, advanced search capabilities, and an automatic image gallery system using SQLite."
version = "3.3.1"
license = {file = "LICENSE"}
requires-python = ">=3.12"
requires-python = ">=3.10"
dependencies = ["watchdog>=2.1.0", "Pillow>=8.0.0"]
[build-system]
-27
View File
@@ -1,27 +0,0 @@
"""Final stops for the background threads a test starts (#301, #302).
Every real ``ImageGenerationHandler``, ``ImageMonitor`` or ``PromptTracker``
a test constructs ends with its final stop and an assertion, before the
test's folder and databases go: ``close()`` for a handler,
``stop_monitoring()`` for a monitor, ``shutdown()`` for a tracker.
"""
from utils.prompt_tracker import PromptTracker
def stop_tracker(testcase, tracker):
"""Shut a real tracker's cleanup thread down; mocks are left alone."""
if isinstance(tracker, PromptTracker):
testcase.assertTrue(tracker.shutdown(), "prompt cleanup thread still running")
def close_handler(testcase, handler):
"""Close ``handler`` for good, then stop the tracker it was built with."""
testcase.assertTrue(handler.close(), "image worker still running")
stop_tracker(testcase, getattr(handler, "prompt_tracker", None))
def stop_monitor(testcase, monitor):
"""Stop ``monitor`` (its observer and worker), then its tracker."""
testcase.assertTrue(monitor.stop_monitoring(), "image monitor still running")
stop_tracker(testcase, getattr(monitor, "prompt_tracker", None))
-152
View File
@@ -1,152 +0,0 @@
// #328: the legacy admin and gallery auto-tag tools keep working beside System › Auto-tagging. The model download is
// the `model_download` Activity job; the pages' stream attaches to it. No model is ever downloaded: the fixture's
// fake download waits until the test releases it (`/__test__/tagging/download`).
import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
import { test, expect } from './fixtures.mjs';
const TITLE = 'Tagging model download · WD14 ViT';
async function post(request, url, data) {
await expect(await request.post(url, data === undefined ? {} : { data })).toBeOK();
}
async function downloads(request) {
const response = await request.get('/prompt_manager/jobs');
await expect(response).toBeOK();
return (await response.json()).jobs.filter(job => job.kind === 'model_download');
}
test.beforeEach(async ({ page, request, browserName }) => {
await startCoverage(page, browserName);
// The 3.2.0 update notice would cover the admin page's toolbar.
await page.addInitScript(() => { localStorage.setItem('pm_update_notice_dismissed', '3.2.0'); });
await post(request, '/__test__/jobs/restart');
await post(request, '/__test__/tagging/reset');
await post(request, '/__test__/tagging/models', { unavailable: ['wd14-vit'] });
await post(request, '/__test__/tagging/download', { mode: 'hold' });
});
test.afterEach(async ({ page, request, browserName }) => {
await saveCoverage(page, browserName);
// Releases a download a failed test left held, and puts the raising default back.
await post(request, '/__test__/tagging/reset');
await post(request, '/__test__/jobs/restart');
});
async function startDownload(page, request) {
await page.locator('#autoTagBtn').click();
const status = page.locator('#wd14VitModelStatus');
await status.getByRole('button', { name: 'Download', exact: true }).click();
const modal = page.locator('#autoTagDownloadModal');
await expect(modal).toBeVisible();
await expect(page.locator('#downloadStatus')).toHaveText('Downloading…');
await expect(page.locator('#downloadProgressBar')).toHaveClass(/animate-pulse/);
await expect(modal).toContainText('The download continues in Activity.');
await expect(page.locator('#cancelDownloadBtn')).toHaveText('Close');
const running = (await downloads(request)).filter(job => job.state === 'running');
expect(running.map(job => [job.title, job.cancellable])).toEqual([[TITLE, false]]);
return { modal, status };
}
test('admin download modal closes on complete and Activity lists the job without Cancel', async ({ page, request }) => {
await page.goto('/prompt_manager/admin');
const { modal, status } = await startDownload(page, request);
await page.goto('/prompt_manager/workspace#/activity');
const item = page.locator('#workspace-main section.surface > .activity-item')
.filter({ has: page.getByRole('link', { name: new RegExp(`${TITLE}$`) }) });
await expect(item.locator('.chip')).toHaveText('Running');
await expect(item.locator('progress')).not.toHaveAttribute('value');
await expect(item.getByRole('button', { name: 'Cancel job', exact: true })).toHaveCount(0);
// Back on the admin page a second download of the same model attaches to the running job.
await page.goto('/prompt_manager/admin');
await startDownload(page, request);
await post(request, '/__test__/tagging/download', { mode: 'succeed' });
await expect(modal).toBeHidden();
await expect(status).toContainText('Downloaded');
expect((await downloads(request)).map(job => [job.title, job.state])).toEqual([[TITLE, 'finished']]);
});
test('gallery download modal closes on complete', async ({ page, request }) => {
await page.goto('/prompt_manager/gallery');
const { modal, status } = await startDownload(page, request);
await post(request, '/__test__/tagging/download', { mode: 'succeed' });
await expect(modal).toBeHidden();
await expect(page.locator('#autoTagModal')).toBeVisible();
await expect(status).toContainText('Downloaded');
expect((await downloads(request)).map(job => job.state)).toEqual(['finished']);
});
test('a failed download closes the modal and says so', async ({ page, request }) => {
await page.goto('/prompt_manager/gallery');
const { modal, status } = await startDownload(page, request);
await post(request, '/__test__/tagging/download', { mode: 'fail' });
await expect(modal).toBeHidden();
await expect(page.getByText('Download failed: Download failed')).toBeVisible();
await expect(status.getByRole('button', { name: 'Download', exact: true })).toBeVisible();
expect((await downloads(request)).map(job => job.state)).toEqual(['failed']);
});
// (wd14-vit is not downloaded in these tests: beforeEach marks it so the download tests can offer it.)
// The gallery's batch reader keyed on `data.status` values the server never sends, so its modal never moved or
// closed (#328 Problem 5). It now reads `type` frames as the admin page does.
async function watchProgress(page) {
await page.evaluate(() => {
window.progressSeen = [];
const node = document.getElementById('autoTagProgressPercent');
new MutationObserver(() => window.progressSeen.push(node.textContent))
.observe(node, { childList: true, characterData: true, subtree: true });
});
}
async function runGalleryBatch(page) {
await page.locator('#autoTagBtn').click();
await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
await watchProgress(page);
const done = page.waitForResponse(response => response.url().includes('/prompt_manager/autotag/start'));
await page.locator('#startAutoTagBtn').click();
await done;
await expect(page.locator('#autoTagProgressModal')).toBeHidden();
await expect(page.getByText(/^Auto tagging complete! Applied tags to \d+ prompts\.$/)).toBeVisible();
}
test('gallery batch modal counts progress and closes on complete', async ({ page, request }) => {
await page.goto('/prompt_manager/gallery');
await runGalleryBatch(page);
const seen = await page.evaluate(() => window.progressSeen);
// The fixture's prompts are already tagged, so the batch skips them; its progress frames still move the bar.
expect(seen).toContain('95%');
expect((await downloads(request)).length).toBe(0);
});
test('admin review opens the first image', async ({ page }) => {
await page.goto('/prompt_manager/admin');
await page.locator('#autoTagBtn').click();
await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
await page.locator('#startReviewBtn').click();
// The first image's prompt is already tagged: confirm a new pass, then the review opens on that image.
await page.locator('#retagConfirmBtn').click();
await expect(page.locator('#autoTagReviewModal')).toBeVisible();
await expect(page.locator('#reviewImageName')).not.toHaveText(/^(image_name\.png|Unknown|)$/);
await expect(page.getByText('Failed to start review mode')).toHaveCount(0);
});
test('gallery unload works and is refused while the gate is held', async ({ page, request }) => {
await page.goto('/prompt_manager/gallery');
await runGalleryBatch(page); // keeps the model in memory
await page.locator('#autoTagBtn').click();
const unload = page.locator('#unloadModelBtn');
await expect(unload).toBeVisible();
// A held download owns the model gate: Unload is refused with the server's error.
const held = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'gguf' } });
expect(held.status()).toBe(202);
await unload.click();
await expect(page.getByText(/^Failed to unload model: A tagging model is busy/)).toBeVisible();
await post(request, '/__test__/tagging/download', { mode: 'succeed' });
await expect.poll(async () => (await downloads(request)).map(job => job.state)).toEqual(['finished']);
await unload.click();
await expect(page.getByText('WD14-SWINV2 model unloaded successfully')).toBeVisible();
});
+1 -17
View File
@@ -72,8 +72,6 @@ class TestModel:
# Scored names the concept comparisons answer instead of the fixed list
# (``/__test__/tagging/suggestions``); None keeps the fixed list.
suggestions: list | None = None
# The engine's model table (``py/autotag.py`` MODELS), set at startup.
models_config: dict = {}
def get_models_status(self) -> dict:
return {
@@ -81,7 +79,7 @@ class TestModel:
"downloaded": name not in self.unavailable,
"loaded": self.loaded == name,
}
for name in self.models_config
for name in ("gguf", "hf", "wd14-vit", "wd14-convnext", "wd14-swinv2")
}
def is_model_loaded(self) -> bool:
@@ -168,20 +166,7 @@ def register_reveal_stub(routes, api, root: Path):
return types.SimpleNamespace(reset=reset)
def isolate_lora_manager_settings(root: Path) -> Path:
"""LoraManager's settings lookup reads an empty folder under ``root`` (#355).
The server's temporary root is removed when it exits, and with it this
folder: no page test reads the developer's real LoraManager settings.
"""
folder = root / "lora-manager-settings"
folder.mkdir(exist_ok=True)
os.environ["LORA_MANAGER_SETTINGS_DIR"] = str(folder)
return folder
def create_app(root: Path) -> web.Application:
isolate_lora_manager_settings(root)
os.environ["PROMPT_MANAGER_CONFIG_PATH"] = str(root / "config.json")
os.chdir(root)
app = web.Application()
@@ -209,7 +194,6 @@ def create_app(root: Path) -> web.Application:
from py import autotag
from utils.hashing import generate_prompt_hash
TestModel.models_config = autotag.MODELS
model = TestModel()
autotag.get_autotag_service = lambda: model
api = PromptManagerAPI()
@@ -270,8 +270,7 @@ function mapImportConcept(reference, plan) {
title: 'Review LoRA import',
tree: ['h3', 'dl.meta-grid', 'details', 'p.small', 'div.notice', 'div.dialog-actions'],
heading: { ...reference.heading, text: 'LoRA reference data' },
grid: { ...reference.grid, rows: [['LoraManager', 'environment settings · alongside storage · library default'],
['Scope', plan.scope.label], ['Found', '2 metadata files · 2 LoRAs · 0 with local images'],
grid: { ...reference.grid, rows: [['Scope', plan.scope.label], ['Found', '2 metadata files · 2 readable'],
['Protected', 'Nothing is protected'], ['Network', 'Downloads up to 2 example images from CivitAI'],
['Backup', `Create and verify before changes (${plan.backup.destination_label})`],
['Media on disk', 'No files are removed; image links are replaced']] },
@@ -313,7 +312,7 @@ async function productionReview(page, request, theme) {
for (const theme of THEMES) for (const [width, height] of SIZES) {
test(`LoRA import review matches the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
await page.setViewportSize({ width, height });
await fakeLoraManager(request, { loras: 2, civitai: true, preview: false });
await fakeLoraManager(request, { loras: 2, civitai: true });
const concept = await conceptReview(page, theme);
expect(concept.tree).toEqual(['p.demo-note', 'h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions']);
await page.screenshot({ path: testInfo.outputPath(`concept-plan-review-${theme}-${width}.png`) });
@@ -325,15 +324,15 @@ for (const theme of THEMES) for (const [width, height] of SIZES) {
test('LoRA import review comparison detects mutations', async ({ page, request }) => {
await page.setViewportSize({ width: 1600, height: 1100 });
await fakeLoraManager(request, { loras: 2, civitai: true, preview: false });
await fakeLoraManager(request, { loras: 2, civitai: true });
const concept = await conceptReview(page, 'dark');
const { plan } = await productionReview(page, request, 'dark');
const expected = mapImportConcept(concept, plan);
const paths = async () => diffInventory(expected, await page.evaluate(measureReview)).map(item => item.path);
expect(await paths()).toEqual([]);
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[4].textContent = 'Downloads'; });
expect(await paths()).toEqual(['grid.rows.4.0']);
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[4].textContent = 'Network'; });
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[3].textContent = 'Downloads'; });
expect(await paths()).toEqual(['grid.rows.3.0']);
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[3].textContent = 'Network'; });
const undoGrid = await mutate(page, { css: 'dialog#modal dl.meta-grid { column-gap: 3px; }' });
expect(await paths()).toEqual(expect.arrayContaining(['grid.columnGap']));
await undoGrid();
@@ -1,385 +0,0 @@
import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
import { test, expect } from './fixtures.mjs';
import { SIZES, THEMES, seedConcept, openConcept, openProduction, diffInventory, mutate } from './concept-inventory.mjs';
// #328 System S11 Task 8: System › Auto-tagging (app.js renderSystem 685–686) and the Tag output images review against
// the immutable concept, on the concept-shaped fixture with the fake tagging model (every engine downloaded, none
// loaded). Each concept measurement is mapped only by the recorded deviations (D132, D133, D134), each commented where
// it applies; after that the difference must be empty, and a mutated label, option, order, class, select width or
// token must be noticed. The concept has no batch review, so the Tag output images review is compared with the
// concept's own record-changing review, `maintenancePlan` (953–958), whose shell, grid, note and actions it shares.
test.use({ locale: 'en-US', timezoneId: 'UTC' });
test.beforeEach(async ({ page, request, browserName }) => {
await startCoverage(page, browserName);
// The tagging reset restores the fake model (nothing loaded, every engine on disk) and the saved tagging defaults;
// the concept fixture then replaces its rows and files.
await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
await seedConcept(request);
await expect(await request.post('/__test__/system/reset')).toBeOK();
await expect(await request.post('/__test__/jobs/restart')).toBeOK();
page.conceptErrors = [];
page.on('pageerror', error => page.conceptErrors.push(error.message));
});
test.afterEach(async ({ page, request, browserName }) => {
await saveCoverage(page, browserName);
await request.post('/__test__/jobs/restart');
await request.post('/__test__/system/reset');
await request.post('/__test__/tagging/reset', { data: {} });
expect(page.conceptErrors).toEqual([]);
});
const PREVIEW_URL = '/prompt_manager/autotag/batch/preview';
const MODEL_OPTIONS = ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB'];
const SUGGESTIONS = 'From 1 to 100: the most suggestions Generate shows for one image.';
const BATCH = 'Add tags to each prompt from its linked output images with the model above. Review the scope first.';
/** Runs in the page: Auto-tagging's surface under `mainSelector`: rows, field, actions, operation, geometry and tokens. */
function measureTagging(mainSelector) {
const layout = document.querySelector(`${mainSelector} .settings-layout`);
const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
const name = node => [node.localName, ...[...node.classList].sort()].join('.');
const text = node => node?.textContent.trim() ?? null;
const control = row => {
const select = row.querySelector(':scope > select');
if (select) return { kind: 'select', id: select.id, options: [...select.options].map(option => [option.textContent, option.disabled]),
selected: select.selectedOptions[0]?.textContent ?? null, disabled: select.disabled };
const input = row.querySelector(':scope > input');
return input ? { kind: `input.${input.type}`, id: input.id, value: input.value, disabled: input.disabled } : null;
};
const surface = layout.querySelector(':scope > section.surface');
const firstRow = surface.querySelector('.setting-row');
const field = surface.querySelector(':scope > .field');
const actions = surface.querySelector(':scope > .row-actions');
return {
layout: [...layout.children].map(name),
tree: [...surface.children].map(name),
heading: text(surface.querySelector(':scope > h2')),
intro: text(surface.querySelector(':scope > p')),
// Per row: whether it may wrap, and whether its control sits under the text (a wrapped row) or beside it.
rows: [...surface.querySelectorAll(':scope > .setting-row')].map(row => ({ tree: [...row.children].map(name),
text: [...row.firstElementChild.children].map(node => [name(node), text(node), node.localName === 'label' ? node.htmlFor : null]),
control: control(row), flexWrap: getComputedStyle(row).flexWrap,
controlBelow: row.lastElementChild.getBoundingClientRect().top >= row.firstElementChild.getBoundingClientRect().bottom - 0.5 })),
field: { tree: [...field.children].map(name), label: [text(field.querySelector('label')), field.querySelector('label').htmlFor],
textarea: { id: field.querySelector('textarea').id, value: field.querySelector('textarea').value,
...css(field.querySelector('textarea'), 'fontSize', 'minHeight', 'backgroundColor', 'color', 'borderTopColor') },
...css(field, 'display', 'rowGap', 'fontSize', 'marginTop', 'marginBottom') },
actions: { buttons: [...actions.children].map(item => [text(item), item.className]),
...css(actions, 'display', 'flexWrap', 'columnGap', 'justifyContent'),
primary: css(actions.querySelector('.ca-primary'), 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft'),
plain: css(actions.querySelector('button:not(.ca-primary)'), 'backgroundColor', 'color', 'fontSize', 'borderTopColor') },
operations: [...surface.querySelectorAll(':scope > .operation')].map(row => ({ tree: [...row.children].map(name),
title: text(row.querySelector('h3')), description: text(row.querySelector('p')),
actions: [...row.querySelectorAll('.row-actions > button')].map(item => [text(item), item.className]) })),
surface: css(surface, 'paddingTop', 'paddingLeft', 'backgroundColor', 'borderTopWidth', 'borderTopColor', 'borderTopLeftRadius'),
row: css(firstRow, 'display', 'alignItems', 'justifyContent', 'columnGap', 'paddingTop', 'paddingBottom', 'borderTopWidth',
'borderTopColor', 'marginTop'),
label: css(firstRow.querySelector('label'), 'fontSize', 'fontWeight', 'color'),
description: css(firstRow.querySelector('p'), 'fontSize', 'color', 'marginTop', 'maxWidth'),
select: css(firstRow.querySelector('select'), 'fontSize', 'minWidth', 'backgroundColor', 'color', 'borderTopColor'),
number: css(surface.querySelector('.setting-row input[type="number"]'), 'fontSize', 'minWidth', 'maxWidth', 'backgroundColor',
'color', 'borderTopColor'),
// Whether each select is as wide as the browser lays out a copy holding only its chosen option, i.e. it shows
// that option whole (the browser's own select sizing, arrow included).
selectsFit: [...surface.querySelectorAll('.setting-row > select')].map(select => {
const copy = select.cloneNode(false);
copy.removeAttribute('id');
copy.append(new Option(select.selectedOptions[0]?.textContent ?? ''));
// Important inline values: the phone cap is an !important rule (concept.css), which a plain inline style loses to.
for (const [key, value] of [['position', 'absolute'], ['visibility', 'hidden'], ['width', 'max-content'], ['min-width', '0'],
['max-width', 'none'], ['flex', 'none']]) copy.style.setProperty(key, value, 'important');
select.parentElement.append(copy);
const needed = copy.getBoundingClientRect().width;
copy.remove();
return select.getBoundingClientRect().width + 0.5 >= needed;
}),
pageScroll: document.documentElement.scrollWidth > document.documentElement.clientWidth,
};
}
/**
* The concept's Auto-tagging with the recorded deviations applied, for the fixture (all engines on disk, none loaded).
* `phone` is a viewport at the concept's 700px breakpoint or below.
*/
function mapTaggingConcept(reference, { template, phone }) {
const [model, existing, general, character] = reference.rows;
const [preview] = reference.actions.buttons;
return {
...reference,
// D133 adds a row after the thresholds; D134 adds the operation after the actions.
tree: [...reference.tree.slice(0, 6), 'div.setting-row', ...reference.tree.slice(6), 'div.operation'],
rows: [
// D132 (OQ5, OQ6): the four real engines with their download size, and the chosen one's live status.
{ ...model, text: [model.text[0], ['p', 'Downloaded. Not loaded.', null]],
control: { ...model.control, options: MODEL_OPTIONS.map(label => [label, false]), selected: MODEL_OPTIONS[0] },
// D132: at phone width the row wraps, so the engine select sits whole under its text.
...(phone ? { flexWrap: 'wrap', controlBelow: true } : {}) },
existing, general, character,
// D133: the persisted suggestion count, on the concept's number row.
{ ...general, text: [['label', 'Suggestions per image', 'tag-suggestions'], ['p', SUGGESTIONS, null]],
control: { ...general.control, id: 'tag-suggestions', value: '10' } },
],
// The saved template (the server's default until one is saved) replaces the concept's sample text.
field: { ...reference.field, textarea: { ...reference.field.textarea, value: template } },
// D132: Download (for an engine already on disk, "Download again") and Unload replace the two simulated jobs.
actions: { ...reference.actions, buttons: [preview, ['Download again', ''], ['Unload', '']] },
// D134: the prompt-tag batch, reviewed first.
operations: [{ tree: ['div', 'div.row-actions'], title: 'Tag output images', description: BATCH, actions: [['Review', '']] }],
// D132: the engine select shows its whole chosen option at every width (at 390 the concept's 120px cap cuts it;
// `#tag-model` alone may grow there). Existing tags keeps the concept's own fit, cut or not.
selectsFit: reference.selectsFit.map((fit, index) => (index === 0 ? true : fit)),
};
}
async function conceptTagging(page, theme) {
await openConcept(page, 'system', theme);
await page.locator('#main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
await expect(page.locator('#main #tag-template')).toBeVisible();
await page.mouse.move(0, 0);
return page.evaluate(measureTagging, '#main');
}
async function productionTagging(page, theme) {
await openProduction(page, 'system/tagging', theme);
// Compare once the settings and the model status answered.
await expect(page.locator('#workspace-main #tag-model')).toBeEnabled();
await expect(page.locator('#workspace-main .setting-row').first().locator('p')).toHaveText('Downloaded. Not loaded.');
await page.mouse.move(0, 0);
return page.evaluate(measureTagging, '#workspace-main');
}
async function savedTemplate(request, page) {
const response = await request.get('/prompt_manager/settings');
await expect(response).toBeOK();
return { template: (await response.json()).settings.autotag_template, phone: page.viewportSize().width <= 700 };
}
for (const theme of THEMES) for (const [width, height] of SIZES) {
test(`auto-tagging matches the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
await page.setViewportSize({ width, height });
const concept = await conceptTagging(page, theme);
await page.screenshot({ path: testInfo.outputPath(`concept-tagging-${theme}-${width}.png`), fullPage: true });
const production = await productionTagging(page, theme);
await page.screenshot({ path: testInfo.outputPath(`production-tagging-${theme}-${width}.png`), fullPage: true });
expect(diffInventory(mapTaggingConcept(concept, await savedTemplate(request, page)), production)).toEqual([]);
expect(production.pageScroll).toBe(false);
});
}
// D132 below the concept's smallest size: on a 320px phone the engine select still shows its whole option.
for (const theme of THEMES) test(`auto-tagging engine select fits at 320 wide ${theme}`, async ({ page }) => {
await page.setViewportSize({ width: 320, height: 700 });
const production = await productionTagging(page, theme);
for (const model of ['hf', 'gguf', 'wd14-swinv2']) {
await page.locator('#workspace-main #tag-model').selectOption(model);
expect((await page.evaluate(measureTagging, '#workspace-main')).selectsFit[0], model).toBe(true);
}
expect(production.pageScroll).toBe(false);
});
test('auto-tagging comparison detects mutations', async ({ page, request }) => {
await page.setViewportSize({ width: 1600, height: 1100 });
const concept = await conceptTagging(page, 'dark');
const saved = await savedTemplate(request, page);
const expected = mapTaggingConcept(concept, saved);
const production = await productionTagging(page, 'dark');
expect(diffInventory(expected, production)).toEqual([]);
// Unmapped, the section differs only where D132, D133 and D134 are recorded (and the saved template's text).
expect(diffInventory(concept, production).map(item => item.path.split('.').slice(0, 3).join('.'))
.filter((path, index, all) => all.indexOf(path) === index).sort()).toEqual([
'actions.buttons.1', 'actions.buttons.2', 'field.textarea.value', 'operations.0.actions', 'operations.0.description',
'operations.0.title', 'operations.0.tree', 'operations.length', 'rows.0.control', 'rows.0.text', 'rows.4.control', 'rows.4.controlBelow',
'rows.4.flexWrap', 'rows.4.text', 'rows.4.tree', 'rows.length', 'tree.6', 'tree.7', 'tree.8', 'tree.9', 'tree.length'].sort());
const measure = () => page.evaluate(measureTagging, '#workspace-main');
const paths = async () => diffInventory(expected, await measure()).map(item => item.path);
// A removed row.
const undoRow = await mutate(page, { remove: ['#workspace-main section.surface > .setting-row:nth-of-type(2)'] });
expect(await paths()).toEqual(expect.arrayContaining(['rows.length', 'tree.length']));
await undoRow();
// A renamed label.
await page.evaluate(() => { document.querySelector('#workspace-main label[for="tag-existing"]').textContent = 'Existing'; });
expect(await paths()).toEqual(['rows.1.text.0.1']);
await page.evaluate(() => { document.querySelector('#workspace-main label[for="tag-existing"]').textContent = 'Existing tags'; });
// A reordered option.
await page.evaluate(() => { const select = document.querySelector('#workspace-main #tag-existing'); select.append(select.options[0]); });
expect(await paths()).toEqual(expect.arrayContaining(['rows.1.control.options.0.0']));
await page.evaluate(() => { const select = document.querySelector('#workspace-main #tag-existing'); select.prepend(select.options[2]); });
// ca-primary moved to another action.
await page.evaluate(() => {
const [first, second] = document.querySelectorAll('#workspace-main section.surface > .row-actions > button');
first.classList.remove('ca-primary');
second.classList.add('ca-primary');
});
expect(await paths()).toEqual(expect.arrayContaining(['actions.buttons.0.1', 'actions.buttons.1.1']));
await page.evaluate(() => {
const [first, second] = document.querySelectorAll('#workspace-main section.surface > .row-actions > button');
second.classList.remove('ca-primary');
first.classList.add('ca-primary');
});
// A select squeezed until its chosen option is cut.
const undoSqueeze = await mutate(page, { css: '#workspace-main #tag-model { max-width: 60px !important; min-width: 0 !important; }' });
expect(await paths()).toEqual(expect.arrayContaining(['selectsFit.0']));
await undoSqueeze();
// A row that wraps where the concept's does not.
const undoWrap = await mutate(page, { css: '#workspace-main .setting-row:has(> #tag-existing) { flex-wrap: wrap; }' });
expect(await paths()).toEqual(['rows.1.flexWrap']);
await undoWrap();
// A swapped token.
const undoToken = await mutate(page, { css: '#workspace-main .settings-layout { --line: rgb(255, 0, 0); }' });
expect(await paths()).toEqual(expect.arrayContaining(['row.borderTopColor']));
await undoToken();
expect(diffInventory(expected, await measure())).toEqual([]);
});
// D132 at phone width, unmapped: only the engine row wraps; Existing tags keeps the concept's cut select.
test('auto-tagging at 390 wraps only the engine row', async ({ page, request }) => {
await page.setViewportSize({ width: 390, height: 844 });
const concept = await conceptTagging(page, 'dark');
const production = await productionTagging(page, 'dark');
expect(diffInventory(mapTaggingConcept(concept, await savedTemplate(request, page)), production)).toEqual([]);
expect(production.rows.map(row => row.flexWrap)).toEqual(['wrap', 'nowrap', 'nowrap', 'nowrap', 'nowrap']);
expect(production.selectsFit[1]).toBe(concept.selectsFit[1]);
});
/** Runs in the page: the open review dialog: its title, body and the concept's tokens. */
function measureReview() {
const dialog = document.querySelector('dialog#modal[open]');
const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
const name = node => [node.localName, ...[...node.classList].sort()].join('.');
const text = node => node?.textContent.trim() ?? null;
const body = dialog.querySelector('#modal-body');
const grid = body.querySelector(':scope > dl.meta-grid');
const note = [...body.querySelectorAll(':scope > p.small')].at(-1);
const actions = body.querySelector(':scope > .dialog-actions');
return {
title: text(dialog.querySelector('#modal-title')),
tree: [...body.children].map(name),
heading: { text: text(body.querySelector(':scope > h3')),
...css(body.querySelector(':scope > h3'), 'fontSize', 'fontWeight', 'color', 'marginBottom') },
grid: { rows: [...grid.children].map(row => [text(row.querySelector('dt')), text(row.querySelector('dd'))]),
...css(grid, 'display', 'gridTemplateColumns', 'columnGap', 'rowGap'),
dt: css(grid.querySelector('dt'), 'fontSize', 'color', 'textTransform'), dd: css(grid.querySelector('dd'), 'fontSize', 'color') },
backup: body.querySelector(':scope > .notice') && { tree: [...body.querySelector(':scope > .notice').children].map(name),
text: [...body.querySelectorAll(':scope > .notice > div:first-child > *')].map(node => [node.localName, text(node)]),
buttons: [...body.querySelectorAll(':scope > .notice button')].map(text) },
note: { text: text(note), ...css(note, 'fontSize', 'color', 'marginTop') },
actions: { tree: [...actions.children].map(name), ...css(actions, 'display', 'justifyContent', 'columnGap', 'marginTop'),
buttons: [...actions.children].map(item => ({ text: text(item), className: item.className,
...css(item, 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft', 'borderTopColor') })) },
};
}
const number = value => value.toLocaleString('en-US');
/**
* D134: the server's batch preview in the concept's review: "Review tag output images" with "Tag output images" as its
* `h3`, the model, policy, counts and settings in the concept's `dl.meta-grid` (Backup in the concept's wording), the
* upper-bound sentence in the concept's `p.small`, the D55 backup box and Cancel / "Start tagging".
*/
function mapBatchConcept(reference, plan) {
const [cancel, start] = reference.actions.buttons;
return {
...reference,
title: 'Review tag output images',
tree: ['h3', 'dl.meta-grid', 'p.small', 'div.notice', 'div.dialog-actions'],
heading: { ...reference.heading, text: 'Tag output images' },
grid: { ...reference.grid, rows: [['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Merge with existing'],
['Images linked', number(plan.images)], ['Prompts', number(plan.prompts)], ['Already tagged', number(plan.already_tagged)],
['Prompts to tag', `up to ${number(plan.to_tag)}`], ['Settings', 'General 0.35 · Character 0.85'],
['Backup', 'Create and verify before changes']] },
backup: { tree: ['div', 'div.row-actions'], text: [['h3', 'Back up the database first (recommended)'],
['p', 'Downloads a copy of the prompts database before this operation changes any records.']], buttons: ['Back up now'] },
note: { ...reference.note, text: 'Nothing is written until you start. Missing files and files outside the output folders '
+ 'are counted, so the prompts to tag are an upper bound; Activity reports what was tagged.' },
actions: { ...reference.actions, buttons: [cancel, { ...start, text: 'Start tagging' }] },
};
}
async function conceptReview(page, theme) {
await openConcept(page, 'system', theme);
await page.locator('#main .section-nav').getByRole('button', { name: 'Maintenance', exact: true }).click();
await page.locator('#main [data-plan="duplicate prompts"]').click();
await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review maintenance plan');
await page.mouse.move(0, 0);
return page.evaluate(measureReview);
}
async function productionReview(page, theme) {
await productionTagging(page, theme);
// Every concept-fixture prompt with an image is already tagged, so under the saved Skip there is nothing to start
// (the Cancel-only review). Merge reviews a batch with work: the full review the concept's shell is compared with.
await page.locator('#workspace-main #tag-existing').selectOption('merge');
const answer = page.waitForResponse(response => response.url().endsWith(PREVIEW_URL));
await page.locator('#workspace-main .operation').getByRole('button', { name: 'Review', exact: true }).click();
const plan = await (await answer).json();
await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review tag output images');
await page.mouse.move(0, 0);
return { plan, production: await page.evaluate(measureReview) };
}
for (const theme of THEMES) for (const [width, height] of SIZES) {
test(`tag output images review matches the concept ${theme} ${width}x${height}`, async ({ page }, testInfo) => {
await page.setViewportSize({ width, height });
const concept = await conceptReview(page, theme);
expect(concept.tree).toEqual(['p.demo-note', 'h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions']);
await page.screenshot({ path: testInfo.outputPath(`concept-plan-review-${theme}-${width}.png`) });
const { plan, production } = await productionReview(page, theme);
// Under Merge every prompt with a linked image is tagged again: the batch has work to review.
expect(plan.to_tag).toBeGreaterThan(0);
await page.screenshot({ path: testInfo.outputPath(`production-tagging-review-${theme}-${width}.png`) });
expect(diffInventory(mapBatchConcept(concept, plan), production)).toEqual([]);
});
}
/**
* D134 (CUJ 5): Replace after review never runs as a batch: the same review shell with the counts, the reason as its
* `p.small`, no backup box and only Cancel (the shared close-only review Integrations also uses).
*/
function mapCancelOnlyConcept(reference, plan) {
const [cancel] = reference.actions.buttons;
const mapped = mapBatchConcept(reference, plan);
return {
...mapped,
tree: ['h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions'],
grid: { ...mapped.grid, rows: mapped.grid.rows.map(([term, value]) => [term, term === 'Existing tags' ? 'Replace after review' : value]) },
backup: null,
note: { ...reference.note, text: 'Replacing tags needs a review of each image. Use Preview tagging review, or choose Skip or '
+ 'Merge for a batch run.' },
actions: { ...reference.actions, tree: [reference.actions.tree[0]], buttons: [cancel] },
};
}
test('the Cancel-only review matches the concept review shell', async ({ page }) => {
await page.setViewportSize({ width: 1600, height: 1100 });
const concept = await conceptReview(page, 'dark');
await productionTagging(page, 'dark');
await page.locator('#workspace-main #tag-existing').selectOption('replace_after_review');
const answer = page.waitForResponse(response => response.url().endsWith(PREVIEW_URL));
await page.locator('#workspace-main .operation').getByRole('button', { name: 'Review', exact: true }).click();
const plan = await (await answer).json();
expect(plan.review_required).toBe(true);
await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review tag output images');
await page.mouse.move(0, 0);
expect(diffInventory(mapCancelOnlyConcept(concept, plan), await page.evaluate(measureReview))).toEqual([]);
});
test('tag output images review comparison detects mutations', async ({ page }) => {
await page.setViewportSize({ width: 1600, height: 1100 });
const concept = await conceptReview(page, 'dark');
const { plan } = await productionReview(page, 'dark');
const expected = mapBatchConcept(concept, plan);
const paths = async () => diffInventory(expected, await page.evaluate(measureReview)).map(item => item.path);
expect(await paths()).toEqual([]);
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[5].textContent = 'To tag'; });
expect(await paths()).toEqual(['grid.rows.5.0']);
await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[5].textContent = 'Prompts to tag'; });
const undoGrid = await mutate(page, { css: 'dialog#modal dl.meta-grid { column-gap: 3px; }' });
expect(await paths()).toEqual(expect.arrayContaining(['grid.columnGap']));
await undoGrid();
const undoBox = await mutate(page, { remove: ['dialog#modal[open] #modal-body > .notice'] });
expect(await paths()).toEqual(expect.arrayContaining(['backup', 'tree.length']));
await undoBox();
expect(await paths()).toEqual([]);
});
+1 -1
View File
@@ -236,7 +236,7 @@ test('paired Tag dialog captures', async ({ page, request }, testInfo) => {
await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
await openTagDialog(page, 'production', 'dark');
await generateWith(page, 'production').catch(() => {});
await expect(status()).toHaveText('WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.');
await expect(status()).toHaveText('WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.');
await shot('production-unavailable');
await expect(await request.post('/__test__/tagging/models', { data: { unavailable: [] } })).toBeOK();
+10 -15
View File
@@ -257,18 +257,6 @@ async function chooseRestore(page, file) {
await page.locator('#restoreFileInput').setInputFiles(file);
}
// Confirms the chosen restore and waits for the server's answer, not for a timer: a restore is disk-bound and can take
// longer than an expect timeout on a slow runner (#359). The modal closes only after that answer.
async function confirmRestoreAndWait(page) {
const restored = page.waitForResponse(response => response.url().endsWith('/prompt_manager/restore'));
await page.locator('#confirmRestore').click();
const response = await restored;
const body = await response.text();
expect(response.status(), body).toBe(200);
expect(JSON.parse(body)).toMatchObject({ success: true, prompt_count: 2, backup_created: expect.any(String) });
await expect(page.locator('#restoreModal')).toBeHidden();
}
function confirmNextDialog(page, accept, message) {
page.once('dialog', async dialog => {
expect(dialog.type()).toBe('confirm');
@@ -299,7 +287,12 @@ test('downloaded backup restores deleted prompts, tags, and image links through
expect(await promptSnapshot(request)).not.toEqual(before);
await chooseRestore(page, backup);
confirmNextDialog(page, true, backup.name);
await confirmRestoreAndWait(page);
const restored = page.waitForResponse(response => response.url().endsWith('/prompt_manager/restore'));
await page.locator('#confirmRestore').click();
const response = await restored;
expect(response.ok()).toBe(true);
expect(await response.json()).toMatchObject({ success: true, prompt_count: 2, backup_created: expect.any(String) });
await expect(page.locator('#restoreModal')).toBeHidden();
await expect(page.locator('.prompt-text')).toHaveCount(2);
await page.reload();
await expect(page.locator('.prompt-text').filter({ hasText: 'Cat portrait' })).toBeVisible();
@@ -342,7 +335,8 @@ test('restore validation and cancellation preserve live data and allow a valid r
expect(await promptSnapshot(request)).toEqual(before);
await page.locator('#restoreFileInput').setInputFiles(backup);
confirmNextDialog(page, true, backup.name);
await confirmRestoreAndWait(page);
await page.locator('#confirmRestore').click();
await expect(page.locator('#restoreModal')).toBeHidden();
expect(await promptSnapshot(request)).toEqual(before);
});
@@ -362,7 +356,8 @@ test('backup and restore recover from interrupted network requests without losin
await expect(page.locator('#restoreModal')).toBeVisible();
expect(await promptSnapshot(request)).toEqual(before);
confirmNextDialog(page, true, backup.name);
await confirmRestoreAndWait(page);
await page.locator('#confirmRestore').click();
await expect(page.locator('#restoreModal')).toBeHidden();
expect(await promptSnapshot(request)).toEqual(before);
});
-30
View File
@@ -1088,36 +1088,6 @@ test('a held legacy job and the health check show no tiles, no Results and no ma
await expect(toast(page)).toHaveText('Health check finished.');
});
// #328: a tagging model download is a job of its own kind with no byte progress and no Cancel; Activity shows it
// through the generic held view (its title, status line and an indeterminate bar), then its end toast.
test('a held model download shows its title, an indeterminate bar and no Cancel; its end toast follows', async ({ page, request }) => {
await page.setViewportSize({ width: 1600, height: 1100 });
const title = 'Tagging model download · WD14 ViT';
await expect(await request.post('/__test__/tagging/reset')).toBeOK();
await expect(await request.post('/__test__/tagging/download', { data: { mode: 'hold' } })).toBeOK();
try {
const response = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'wd14-vit' } });
expect(response.status()).toBe(202);
const job = (await response.json()).job;
expect([job.kind, job.title, job.cancellable]).toEqual(['model_download', title, false]);
await page.goto(`${workspace}#/activity`);
const item = items(page).filter({ has: page.getByRole('link', { name: new RegExp(`${title}$`) }) });
await expect(item.locator('progress')).not.toHaveAttribute('value');
await expect(item.getByRole('button', { name: 'Cancel job', exact: true })).toHaveCount(0);
await item.getByRole('link').click();
await expect(heading(page).locator('h1')).toHaveText(title);
await expect(progressSection(page).locator('.panel-heading > span.small')).toHaveText('Downloading WD14 ViT (~400 MB)');
await expect(progressSection(page).locator('progress')).not.toHaveAttribute('value');
await expect(progressSection(page).locator('dl.stat-row')).toHaveCount(0);
await expect(heading(page).getByRole('button', { name: /^Cancel/ })).toHaveCount(0);
await expect(await request.post('/__test__/tagging/download', { data: { mode: 'succeed' } })).toBeOK();
await expect(toast(page)).toHaveText(`${title} finished.`);
await expect(heading(page).locator('p.muted')).toHaveText(/^Finished \d\d:\d\d$/);
} finally {
await request.post('/__test__/tagging/reset');
}
});
// S5 review I3: a thumbnail job with nothing to generate ends on the server's final line ("No previews to generate · N
// already up to date"), never on a stale "Processing file 0 of 0" under the Completed chip.
test('a finished thumbnail job with nothing to do says so', async ({ page, request }) => {
@@ -322,7 +322,7 @@ test('a partial save made from Integrations keeps its outcome when Sources opens
test('Review import shows replacement, blocked items and network effects with the backup box; Start opens the job (D107)',
async ({ page, request }) => {
await lora(request, { loras: 3, civitai: true, preview: false, previous: 2 });
await lora(request, { loras: 3, civitai: true, previous: 2 });
const previews = [];
const applies = [];
page.on('request', item => {
@@ -339,17 +339,13 @@ test('Review import shows replacement, blocked items and network effects with th
await expect(dialog(page).locator('#modal-body > h3')).toHaveText('LoRA reference data');
expect(previews).toEqual([{}]);
expect(await gridOf(page)).toEqual([
['LoraManager', 'environment settings · alongside storage · library default'],
['Scope', 'Replace 2 imported prompts with 3 LoRAs'],
['Found', '3 metadata files · 3 LoRAs · 0 with local images'],
['Found', '3 metadata files · 3 readable'],
['Protected', 'Nothing is protected'],
['Network', 'Downloads up to 3 example images from CivitAI'],
['Backup', 'Create and verify before changes (browser.db.backup_<date and time>)'],
['Media on disk', 'No files are removed; image links are replaced'],
]);
// #355: the settings file the server read is the LoraManager row's hover title.
await expect(dialog(page).locator('dl.meta-grid > div').first().locator('dd'))
.toHaveAttribute('title', /lora-manager-settings[\/\\]settings\.json$/);
await expect(dialog(page).locator('details > summary')).toHaveText('LoRAs found (3)');
await expect(dialog(page).locator('.notice h3')).toHaveText('Back up the database first (recommended)');
await expect(dialog(page).locator('p.small').last()).toContainText('stay in the image cache');
@@ -386,7 +382,7 @@ test('saved pairs block the import: the review explains it and offers only Close
await enable(page);
await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
// gridOf reads once; poll until the review has rendered its rows.
await expect.poll(async () => (await gridOf(page))[3]).toEqual(['Protected', '1 imported prompt used by saved pairs']);
await expect.poll(async () => (await gridOf(page))[2]).toEqual(['Protected', '1 imported prompt used by saved pairs']);
await expect(dialog(page).locator('p.small')).toHaveText(
'Delete or change the saved pairs that use these prompts, then review the import again. Nothing was changed.');
expect(await dialog(page).locator('.dialog-actions button').allTextContents()).toEqual(['Close']);
@@ -394,51 +390,6 @@ test('saved pairs block the import: the review explains it and offers only Close
await expect(dialog(page)).toHaveCount(0);
});
test('unusable LoraManager settings: the review says why and offers only Close (#355)', async ({ page, request }) => {
await lora(request, { previous: 1, settings: 'invalid' });
await openIntegrations(page);
await enable(page);
const before = await serverJson(request, '/__test__/integrations/state');
await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
await expect.poll(async () => (await gridOf(page))[0])
.toEqual(['LoraManager', 'Not usable: the settings file is not valid JSON']);
await expect(dialog(page).locator('p.small')).toHaveText(
'LoraManager settings: not usable: the settings file is not valid JSON. Nothing was changed.');
expect(await dialog(page).locator('.dialog-actions button').allTextContents()).toEqual(['Close']);
await dialog(page).getByRole('button', { name: 'Close', exact: true }).click();
await expect(dialog(page)).toHaveCount(0);
expect(await serverJson(request, '/__test__/integrations/state')).toEqual(before);
});
test('imported LoRA previews show on the Library card and open in the inspector and viewer (#355 G6)', async ({ page, request }) => {
await lora(request, { loras: 1 });
await openIntegrations(page);
await enable(page);
await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
await dialog(page).getByRole('button', { name: 'Start import', exact: true }).click();
await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
expect((await ended(request, page.url().split('/').pop())).state).toBe('finished');
await page.goto(`${workspace}#/library`);
const card = page.locator('#workspace-main article.prompt-card').filter({ hasText: 'Style 01' });
const cover = card.locator('.card-art img');
await expect(cover).toHaveAttribute('src', /\/prompt_manager\/images\/serve\/style_01\.png\?root=\d+&root_scope=[0-9a-f]{64}$/);
await expect.poll(() => cover.evaluate(node => node.complete && node.naturalWidth)).toBeGreaterThan(0);
await expect(card.locator('.card-art')).not.toContainText('No available image previews');
// The prompt's gallery: Info inspects the file and the viewer opens it; no Tag action or star for LoRA media.
await card.getByRole('button', { name: 'Explore history', exact: true }).click();
const item = page.getByRole('region', { name: 'Shared gallery', exact: true }).locator('article[data-image-key]').first();
await expect(item.getByRole('button', { name: 'Tag or auto-tag style_01.png', exact: true })).toHaveCount(0);
await expect(item.locator('.star-button')).toHaveCount(0);
await item.getByRole('button', { name: 'Inspect style_01.png', exact: true }).click();
const inspector = page.getByRole('complementary', { name: 'Selected image details', exact: true });
await expect(inspector).toContainText('style_01.png');
await item.getByRole('button', { name: 'Open style_01.png', exact: true }).click();
await expect(page.locator('dialog[open] .viewer-canvas img')).toBeVisible();
await expect.poll(() => page.locator('dialog[open] .viewer-canvas img').evaluate(node => node.complete && node.naturalWidth))
.toBeGreaterThan(0);
await page.keyboard.press('Escape');
});
test('a failed import keeps old imports and its job says so', async ({ page, request }) => {
await lora(request, { loras: 2, previous: 2 });
await openIntegrations(page);
@@ -457,7 +408,7 @@ test('a failed import keeps old imports and its job says so', async ({ page, req
});
test('the import can be cancelled while it downloads; then nothing is written', async ({ page, request }) => {
await lora(request, { loras: 2, civitai: true, preview: false, previous: 1 });
await lora(request, { loras: 2, civitai: true, previous: 1 });
await openIntegrations(page);
await enable(page);
const before = await serverJson(request, '/__test__/integrations/state');
@@ -429,9 +429,7 @@ test('Rebuild all is explicit and the plan line says every preview is regenerate
await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
expect(seen.starts).toEqual([{ mode: 'rebuild' }]);
const id = page.url().split('/').pop();
// Rebuild regenerates all 24 previews with real image work: on a busy CI
// runner that took over 5 s (12 of 24 done at the default poll budget).
await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state, { timeout: 30000 }).toBe('finished');
await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state).toBe('finished');
});
test('a plan that cannot be read says so; Start still starts', async ({ page }) => {
@@ -1,385 +0,0 @@
import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
import { test, expect } from './fixtures.mjs';
// System › Auto-tagging (#328, System S11 Tasks 6–7) on the tagging fixture (workspace_tagging_fixture.py) with the
// injected fake model: no model file exists and nothing is downloaded or run for real. The fake download waits on the
// fixture (`/__test__/tagging/download {mode}`), and every reset releases it. Every test asserts that no legacy
// download stream (`/autotag/download/`) was requested: the section downloads only through the Activity job.
const workspace = '/prompt_manager/workspace';
const MODELS_URL = '/prompt_manager/autotag/models';
const PREVIEW_URL = '/prompt_manager/autotag/batch/preview';
const SETTINGS_URL = '/prompt_manager/settings';
const MODEL_LABELS = ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB'];
const FIRST = 'tagging/dunes_00001.png';
const SECOND = 'tagging/dunes_00002.png';
test.beforeEach(async ({ page, request, browserName }) => {
await startCoverage(page, browserName);
await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
await expect(await request.post('/__test__/system/reset')).toBeOK();
await expect(await request.post('/__test__/jobs/restart')).toBeOK();
page.systemErrors = [];
page.on('pageerror', error => page.systemErrors.push(error.message));
page.downloads = [];
page.modelCalls = [];
page.on('request', item => {
const { pathname } = new URL(item.url());
if (pathname.includes('/autotag/download/')) page.downloads.push(pathname);
if (pathname.startsWith('/prompt_manager/autotag/') || pathname.startsWith('/prompt_manager/image-annotations/suggest')
|| pathname.startsWith('/prompt_manager/jobs/model-download')) page.modelCalls.push(`${item.method()} ${pathname}`);
});
});
test.afterEach(async ({ page, request, browserName }) => {
await saveCoverage(page, browserName);
// The reset releases a held fake download, so no runner outlives the test.
await request.post('/__test__/tagging/reset', { data: {} });
await request.post('/__test__/jobs/restart');
await request.post('/__test__/system/reset');
expect(page.systemErrors).toEqual([]);
expect(page.downloads).toEqual([]);
});
const toast = page => page.locator('#workspace-toast');
const layoutOf = page => page.locator('#workspace-main .settings-layout');
const dialog = page => page.locator('dialog#modal[open]');
const status = page => page.locator('#settings-status');
const save = page => page.getByRole('button', { name: 'Save preferences', exact: true });
const surface = page => layoutOf(page).locator(':scope > section.surface');
const settingOf = (page, label) => layoutOf(page).locator('.setting-row').filter({ has: page.locator(`label:text-is("${label}")`) });
const modelRow = page => settingOf(page, 'Tagging model');
const actionOf = (page, name) => surface(page).locator(':scope > .row-actions').getByRole('button', { name, exact: true });
const reviewButton = page => surface(page).locator('.operation').getByRole('button', { name: 'Review', exact: true });
const card = (page, path) => page.locator(`article[data-image-key="0:${path}"]`);
const tagDialog = page => page.getByRole('dialog', { name: 'Tag image', exact: true });
const gridOf = page => dialog(page).locator('dl.meta-grid > div').evaluateAll(items => items.map(item =>
[item.querySelector('dt').textContent, item.querySelector('dd').textContent]));
async function serverJson(request, url) {
const response = await request.get(url);
await expect(response).toBeOK();
return response.json();
}
async function fakeDownload(request, mode) {
await expect(await request.post('/__test__/tagging/download', { data: { mode } })).toBeOK();
}
async function unavailable(request, models) {
await expect(await request.post('/__test__/tagging/models', { data: { unavailable: models } })).toBeOK();
}
async function ended(request, id) {
await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state).not.toBe('running');
return (await serverJson(request, `/prompt_manager/jobs/${id}`)).job;
}
/** System › Auto-tagging on a fresh page (the drafts live for the page session, Q10), settled on the model status. */
async function openTagging(page) {
if (page.url().endsWith('#/system/tagging')) await page.reload();
else await page.goto(`${workspace}#/system/tagging`);
await expect(surface(page)).toHaveCount(1);
await expect(page.locator('#tag-model')).toBeEnabled();
await expect(modelRow(page).locator('p').first()).not.toHaveText('Loading model status…');
}
/** Select `path` in Images (the concept's `state.selectedImage`), then open System › Auto-tagging from the sidebar. */
async function selectThenOpen(page, path) {
await page.goto(`${workspace}#/images`);
await card(page, path).getByRole('button', { name: `Inspect ${path.split('/').pop()}`, exact: true }).click();
await expect(card(page, path)).toHaveClass(/\bselected\b/);
await page.locator('aside.sidebar a[href="#/system"]').click();
await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
await expect(page.locator('#tag-model')).toBeEnabled();
await expect(modelRow(page).locator('p').first()).not.toHaveText('Loading model status…');
}
test('model options are the four real engines with size and the description shows live status', async ({ page, request }) => {
await unavailable(request, ['wd14-vit', 'hf']);
await openTagging(page);
expect(await surface(page).locator(':scope > h2').textContent()).toBe('Auto-tagging');
expect(await page.locator('#tag-model option').allTextContents()).toEqual(MODEL_LABELS);
await expect(page.locator('#tag-model')).toHaveValue('wd14-swinv2');
const line = modelRow(page).locator('p').first();
await expect(line).toHaveText('Downloaded. Not loaded.');
await expect(actionOf(page, 'Download again')).toBeVisible();
// Choosing another engine drafts it and tells its own status; nothing is downloaded or loaded.
await page.locator('#tag-model').selectOption('wd14-vit');
await expect(line).toHaveText('Not downloaded. Download size ~400 MB.');
await expect(actionOf(page, 'Download')).toBeVisible();
await page.locator('#tag-model').selectOption('hf');
await expect(line).toHaveText('Not downloaded. Download size ~16 GB.');
await expect(status(page)).toHaveText('Unsaved changes.');
// The other rows keep the concept's copy and the saved values (D133 adds Suggestions per image).
expect(await surface(page).locator(':scope > .setting-row label').allTextContents()).toEqual(['Tagging model', 'Existing tags',
'General-tag confidence', 'Character-tag confidence', 'Suggestions per image']);
await expect(page.locator('#tag-existing')).toHaveValue('skip');
await expect(page.locator('#threshold-general')).toHaveValue('0.35');
await expect(page.locator('#threshold-character')).toHaveValue('0.85');
await expect(page.locator('#tag-suggestions')).toHaveValue('10');
const settings = await serverJson(request, SETTINGS_URL);
await expect(page.locator('#tag-template')).toHaveValue(settings.settings.autotag_template);
// Unload is offered only while a model is loaded (none is).
await expect(actionOf(page, 'Unload')).toBeDisabled();
});
test('entering the section makes no model call besides status', async ({ page }) => {
await openTagging(page);
await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Integrations', exact: true }).click();
await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
await expect(page.locator('#tag-model')).toBeEnabled();
await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
// One status read per mount (two mounts), and nothing else that could load, run or download a model.
expect(page.modelCalls).toEqual([`GET ${MODELS_URL}`, `GET ${MODELS_URL}`]);
const models = await (await page.request.get(MODELS_URL)).json();
expect(models.model_loaded).toBe(false);
});
test('defaults save through Save preferences and the Tag image dialog uses them', async ({ page, request }) => {
await openTagging(page);
await page.locator('#tag-existing').selectOption('merge');
await page.locator('#threshold-general').fill('0.4');
await page.locator('#threshold-general').press('Tab');
await page.locator('#tag-suggestions').fill('15');
await page.locator('#tag-suggestions').press('Tab');
const posted = page.waitForRequest(item => item.method() === 'POST' && new URL(item.url()).pathname === SETTINGS_URL);
await save(page).click();
const body = (await posted).postDataJSON();
expect(body).toMatchObject({ autotag_existing: 'merge', autotag_general_threshold: 0.4, autotag_suggestion_limit: 15 });
expect(typeof body.expected_revision).toBe('string');
await expect(status(page)).toHaveText('Saved to the server configuration.');
const saved = (await serverJson(request, SETTINGS_URL)).settings;
expect([saved.autotag_existing, saved.autotag_general_threshold, saved.autotag_character_threshold, saved.autotag_suggestion_limit])
.toEqual(['merge', 0.4, 0.85, 15]);
const models = await serverJson(request, MODELS_URL);
expect([models.existing, models.wd14_general_threshold, models.suggestion_limit]).toEqual(['merge', 0.4, 15]);
// The Tag image dialog in a fresh page starts from them.
await page.goto(`${workspace}#/images`);
await card(page, FIRST).getByRole('button', { name: `Tag or auto-tag ${FIRST.split('/').pop()}`, exact: true }).click();
await expect(tagDialog(page)).toBeVisible();
await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.4');
await expect(tagDialog(page).locator('#image-character-threshold')).toHaveValue('0.85');
await expect(tagDialog(page).locator('#image-suggestion-limit')).toHaveValue('15');
});
test('a refused value shows the server\'s message', async ({ page, request }) => {
const before = (await serverJson(request, SETTINGS_URL)).settings;
// An image is selected, so Preview tagging review is held back only by the invalid value below.
await selectThenOpen(page, FIRST);
await page.locator('#threshold-general').fill('1.5');
await page.locator('#threshold-general').press('Tab');
await save(page).click();
await expect(status(page)).toHaveText('General-tag confidence must be between 0 and 1.');
await expect(page.locator('#threshold-general')).toHaveAttribute('aria-invalid', 'true');
// Nothing was written; the draft is kept for the next Save.
expect((await serverJson(request, SETTINGS_URL)).settings.autotag_general_threshold).toBe(before.autotag_general_threshold);
await expect(page.locator('#threshold-general')).toHaveValue('1.5');
// While the value is invalid, Preview tagging review is aria-disabled and explains instead of opening (Playwright
// waits on an aria-disabled control, so it is pressed from the keyboard, as a user can).
await expect(actionOf(page, 'Preview tagging review')).toHaveAttribute('aria-disabled', 'true');
await actionOf(page, 'Preview tagging review').focus();
await page.keyboard.press('Enter');
await expect(toast(page)).toHaveText('General-tag confidence must be between 0 and 1.');
await expect(tagDialog(page)).toHaveCount(0);
await page.locator('#threshold-general').fill('0.5');
await page.locator('#threshold-general').press('Tab');
await expect(page.locator('#threshold-general')).not.toHaveAttribute('aria-invalid', 'true');
await expect(status(page)).toHaveText('Unsaved changes.');
await expect(actionOf(page, 'Preview tagging review')).not.toHaveAttribute('aria-disabled', 'true');
});
test('a value off the 0.05 step is refused and never reaches the Tag image dialog (#369)', async ({ page, request }) => {
const before = (await serverJson(request, SETTINGS_URL)).settings;
const STEP = 'General-tag confidence must be a multiple of 0.05.';
await selectThenOpen(page, FIRST);
await page.locator('#threshold-general').fill('0.37');
await page.locator('#threshold-general').press('Tab');
// Preview tagging review explains instead of opening a dialog whose Generate the browser would block.
await expect(actionOf(page, 'Preview tagging review')).toHaveAttribute('aria-disabled', 'true');
await actionOf(page, 'Preview tagging review').focus();
await page.keyboard.press('Enter');
await expect(toast(page)).toHaveText(STEP);
await expect(tagDialog(page)).toHaveCount(0);
// The server refuses the save with the same sentence and writes nothing.
await save(page).click();
await expect(status(page)).toHaveText(STEP);
expect((await serverJson(request, SETTINGS_URL)).settings.autotag_general_threshold).toBe(before.autotag_general_threshold);
// A value on the step opens the dialog, and its Generate passes the browser's own check and sends.
await page.locator('#threshold-general').fill('0.4');
await page.locator('#threshold-general').press('Tab');
await expect(actionOf(page, 'Preview tagging review')).not.toHaveAttribute('aria-disabled', 'true');
await actionOf(page, 'Preview tagging review').click();
await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.4');
expect(await tagDialog(page).locator('#image-general-threshold').evaluate(input => input.checkValidity())).toBe(true);
const suggested = page.waitForResponse(item => item.url().endsWith('/image-annotations/suggest'));
await tagDialog(page).getByRole('button', { name: 'Generate suggestions', exact: true }).click();
const answer = await suggested;
expect(answer.request().postDataJSON().options.general_threshold).toBe(0.4);
});
test('Download starts the job and Activity shows it without Cancel', async ({ page, request }) => {
await unavailable(request, ['wd14-vit']);
await fakeDownload(request, 'hold');
await openTagging(page);
await page.locator('#tag-model').selectOption('wd14-vit');
const started = page.waitForResponse(item => new URL(item.url()).pathname === '/prompt_manager/jobs/model-download');
await actionOf(page, 'Download').click();
const answer = await started;
expect(answer.status()).toBe(202);
expect(answer.request().postDataJSON()).toEqual({ model_type: 'wd14-vit' });
const { job } = await answer.json();
expect(job.title).toBe('Tagging model download · WD14 ViT');
await expect(toast(page)).toHaveText('Tagging model download · WD14 ViT started.');
await expect(page).toHaveURL(`${workspace}#/activity/${job.id}`);
const main = page.locator('#workspace-main');
await expect(main.locator('h1')).toHaveText('Tagging model download · WD14 ViT');
await expect(main.getByRole('button', { name: /^Cancel/ })).toHaveCount(0);
// Indeterminate: the server knows no byte progress.
await expect(main.locator('progress').first()).toBeVisible();
expect(await main.locator('progress').first().evaluate(node => node.hasAttribute('value'))).toBe(false);
await fakeDownload(request, 'succeed');
expect((await ended(request, job.id)).state).toBe('finished');
await expect(toast(page)).toHaveText('Tagging model download · WD14 ViT finished.');
// Back in the section, the engine reads as on disk (the fake marks it downloaded on success).
await page.goto(`${workspace}#/system/tagging`);
await expect(page.locator('#tag-model')).toBeEnabled();
await page.locator('#tag-model').selectOption('wd14-vit');
await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
expect(page.modelCalls.filter(call => call.startsWith('POST'))).toEqual(['POST /prompt_manager/jobs/model-download']);
});
test('Unload is enabled only while a model is loaded, and a held gate\'s refusal names the operation', async ({ page, request }) => {
await openTagging(page);
await expect(actionOf(page, 'Unload')).toBeDisabled();
// Load WD14 SwinV2 the way a user does: Generate suggestions in the Tag image dialog.
await page.goto(`${workspace}#/images`);
await card(page, FIRST).getByRole('button', { name: `Tag or auto-tag ${FIRST.split('/').pop()}`, exact: true }).click();
await expect(tagDialog(page)).toBeVisible();
const suggested = page.waitForResponse(item => item.url().endsWith('/image-annotations/suggest'));
await tagDialog(page).getByRole('button', { name: 'Generate suggestions', exact: true }).click();
expect((await suggested).status()).toBe(200);
await tagDialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
await openTagging(page);
await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded and loaded.');
await expect(actionOf(page, 'Unload')).toBeEnabled();
// A download holds the model gate: Unload is refused and the toast names it; nothing is unloaded.
await unavailable(request, ['wd14-vit']);
await fakeDownload(request, 'hold');
const held = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'wd14-vit' } });
expect(held.status()).toBe(202);
const { job } = await held.json();
const refused = page.waitForResponse(item => item.url().endsWith('/autotag/unload'));
await actionOf(page, 'Unload').click();
const refusal = await refused;
expect(refusal.status()).toBe(409);
expect(await refusal.json()).toMatchObject({ code: 'model-busy', operation: 'Tagging model download · WD14 ViT' });
await expect(toast(page)).toHaveText('The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.');
expect((await serverJson(request, MODELS_URL)).loaded_model_type).toBe('wd14-swinv2');
await expect(actionOf(page, 'Unload')).toBeEnabled();
// Once the download ended, Unload works, says so and the row follows.
await fakeDownload(request, 'succeed');
await ended(request, job.id);
await actionOf(page, 'Unload').click();
await expect(toast(page)).toHaveText('WD14 SwinV2 unloaded.');
await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
await expect(actionOf(page, 'Unload')).toBeDisabled();
});
test('Preview tagging review opens the Tag image dialog for the selected image', async ({ page }) => {
await selectThenOpen(page, SECOND);
// The section's current (unsaved) values are what the dialog starts from.
await page.locator('#threshold-character').fill('0.6');
await page.locator('#threshold-character').press('Tab');
await page.locator('#tag-model').selectOption('wd14-vit');
const preview = actionOf(page, 'Preview tagging review');
await expect(preview).toHaveClass(/ca-primary/);
await expect(preview).not.toHaveAttribute('aria-disabled', 'true');
const observed = page.waitForResponse(item => item.url().endsWith('/image-annotations/observe'));
await preview.click();
expect((await observed).status()).toBe(200);
await expect(tagDialog(page)).toBeVisible();
await expect(tagDialog(page).locator('.tag-image-heading p.small')).toHaveText('dunes_00002.png');
await expect(tagDialog(page).getByRole('combobox', { name: 'Tagging model', exact: true })).toHaveValue('wd14-vit');
await expect(tagDialog(page).locator('#image-character-threshold')).toHaveValue('0.6');
await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.35');
});
test('Preview tagging review without a selection toasts the D115 sentence', async ({ page }) => {
await openTagging(page);
const preview = actionOf(page, 'Preview tagging review');
await expect(preview).toHaveAttribute('aria-disabled', 'true');
// An aria-disabled control still takes a press; it only explains.
await preview.focus();
await page.keyboard.press('Enter');
await expect(toast(page)).toHaveText('Select an image in Images first.');
await expect(tagDialog(page)).toHaveCount(0);
});
test('Tag output images reviews the scope and starts a batch job', async ({ page, request }) => {
const before = await serverJson(request, '/__test__/tagging/snapshot');
await openTagging(page);
// The fixture's one prompt is already tagged: under Merge it is tagged again with what its images give.
await page.locator('#tag-existing').selectOption('merge');
const previewed = page.waitForResponse(item => new URL(item.url()).pathname === PREVIEW_URL);
await reviewButton(page).click();
const answer = await previewed;
expect(answer.request().postDataJSON()).toEqual({ model_type: 'wd14-swinv2', existing: 'merge' });
const plan = await answer.json();
await expect(dialog(page).locator('#modal-title')).toHaveText('Review tag output images');
await expect(dialog(page).locator('#modal-body > h3')).toHaveText('Tag output images');
expect(await gridOf(page)).toEqual([['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Merge with existing'],
['Images linked', String(plan.images)], ['Prompts', String(plan.prompts)], ['Already tagged', String(plan.already_tagged)],
['Prompts to tag', `up to ${plan.to_tag}`], ['Settings', 'General 0.35 · Character 0.85'],
['Backup', 'Create and verify before changes']]);
await expect(dialog(page).locator('#modal-body > .notice h3')).toHaveText('Back up the database first (recommended)');
// The review wrote nothing.
expect(await serverJson(request, '/__test__/tagging/snapshot')).toEqual(before);
await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel', 'Start tagging']);
const started = page.waitForResponse(item => new URL(item.url()).pathname === '/prompt_manager/jobs/autotag');
await dialog(page).getByRole('button', { name: 'Start tagging', exact: true }).click();
const start = await started;
expect(start.request().postDataJSON()).toEqual({ model_type: 'wd14-swinv2', existing: 'merge',
options: { general_threshold: 0.35, character_threshold: 0.85 } });
const { job } = await start.json();
await expect(page).toHaveURL(`${workspace}#/activity/${job.id}`);
await expect(page.locator('#workspace-main h1')).toHaveText('Tag output images');
const finished = await ended(request, job.id);
expect(finished.state).toBe('finished');
const after = await serverJson(request, '/__test__/tagging/snapshot');
expect(after.prompt_tags.length).toBeGreaterThan(before.prompt_tags.length);
});
test('Replace after review shows only Cancel with the reason', async ({ page, request }) => {
const before = await serverJson(request, '/__test__/tagging/snapshot');
await openTagging(page);
await page.locator('#tag-existing').selectOption('replace_after_review');
await reviewButton(page).click();
await expect(dialog(page).locator('#modal-title')).toHaveText('Review tag output images');
expect((await gridOf(page)).map(([term]) => term)).toEqual(['Model', 'Existing tags', 'Images linked', 'Prompts', 'Already tagged',
'Prompts to tag', 'Settings', 'Backup']);
await expect(dialog(page).locator('#modal-body > p.small')).toHaveText('Replacing tags needs a review of each image. '
+ 'Use Preview tagging review, or choose Skip or Merge for a batch run.');
await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel']);
await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
await expect(dialog(page)).toHaveCount(0);
// Under Skip the fixture's only prompt is already tagged: nothing to start either.
await page.locator('#tag-existing').selectOption('skip');
await reviewButton(page).click();
await expect(dialog(page).locator('#modal-body > p.small')).toHaveText('Every prompt with an output image is already tagged.');
await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel']);
expect(await serverJson(request, '/__test__/tagging/snapshot')).toEqual(before);
expect((await serverJson(request, '/prompt_manager/jobs')).jobs.filter(item => item.kind === 'autotag')).toEqual([]);
});
test('a model that is not downloaded cannot be reviewed for a batch; the button says why', async ({ page, request }) => {
await unavailable(request, ['gguf']);
await openTagging(page);
await page.locator('#tag-model').selectOption('gguf');
await expect(reviewButton(page)).toHaveAttribute('aria-disabled', 'true');
// Playwright waits on an aria-disabled control: press it from the keyboard, as a user can.
await reviewButton(page).focus();
await page.keyboard.press('Enter');
await expect(toast(page)).toHaveText('GGUF JoyCaption is not downloaded. Download it first.');
await expect(dialog(page)).toHaveCount(0);
expect(page.modelCalls.filter(call => call.includes('/batch/preview'))).toEqual([]);
});
+3 -3
View File
@@ -412,11 +412,11 @@ test('out-of-order overview responses never repaint a newer section', async ({ p
await nav.getByRole('button', { name: 'Appearance', exact: true }).click();
await nav.getByRole('button', { name: 'Overview', exact: true }).click();
await expect.poll(held).toBe(2);
// Diagnostics still hands off (S12), so its body is one known panel.
await nav.getByRole('button', { name: 'Diagnostics & logs', exact: true }).click();
// Auto-tagging still hands off (S11), so its body is one known panel.
await nav.getByRole('button', { name: 'Auto-tagging', exact: true }).click();
await expect(await request.post('/__test__/release')).toBeOK();
await expect.poll(held).toBe(0);
// Both late answers reached a section that had left: Diagnostics keeps its own body.
// Both late answers reached a section that had left: Auto-tagging keeps its own body.
await expect(layout.locator(':scope > section.handoff')).toBeVisible();
await page.evaluate(() => new Promise(resolve => requestAnimationFrame(() => requestAnimationFrame(resolve))));
await expect(layout.locator('.summary-metrics')).toHaveCount(0);
@@ -17,7 +17,7 @@ const chips = page => modal(page).locator('#tag-suggestions .chip.tag-suggestion
const actionButtons = page => modal(page).locator('.dialog-actions button');
const panel = page => page.getByRole('complementary', { name: 'Selected image details', exact: true });
const tagRow = page => panel(page).locator('.detail-inner > .tags').last();
const NOT_DOWNLOADED = 'WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.';
const NOT_DOWNLOADED = 'WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.';
test.beforeEach(async ({ page, request, browserName }) => {
await startCoverage(page, browserName);
+1 -1
View File
@@ -246,7 +246,7 @@ test('unavailable model shows inline status and never downloads', async ({ page,
await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
await openTag(page);
expect((await generated(page)).status()).toBe(409);
await expect(status(page)).toHaveText('WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.');
await expect(status(page)).toHaveText('WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.');
await expect(chips(page)).toHaveCount(0);
await expect(dialog(page).locator('#suggestion-count')).toHaveText('Not generated');
// D116: Retry leads the actions while the controller allows it, and generates again.
+5 -7
View File
@@ -413,7 +413,7 @@ for (const width of [1600, 390]) test(`overview and handoff render with concept
await sidebarLink(page, 'System').click();
// System's Overview is native (S2 Task 6); a section not delivered yet still hands off (D94).
await main.locator('.section-nav').getByRole('button', { name: 'Diagnostics & logs', exact: true }).click();
await main.locator('.section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
const handoff = main.locator('section.handoff');
await expect(handoff).toHaveClass(/\bsurface\b/);
expect(await handoff.evaluate(surfaceStyle)).toMatchObject(SURFACE);
@@ -465,9 +465,8 @@ test('System is native: the concept shell, section navigation, sections, hand-of
// S2 Task 6: Overview is native (workspace-system.spec.mjs), and so are Appearance (S3 Task 8) and Sources & scans
// (S4 Task 11, workspace-system-sources.spec.mjs, its update notice shown in a fresh browser), Integrations (S10
// Task 27, workspace-system-integrations.spec.mjs), Maintenance (S7 Task 19,
// workspace-system-maintenance.spec.mjs), Backup & export (S9 Task 24, workspace-system-backups.spec.mjs) and
// Auto-tagging (S11 Task 6, workspace-system-tagging.spec.mjs); every other section hands off.
if (hash === 'tagging') await expect(layout.locator('#tag-model')).toBeVisible();
// workspace-system-maintenance.spec.mjs) and Backup & export (S9 Task 24, workspace-system-backups.spec.mjs);
// every other section hands off.
if (hash === 'overview') await expect(layout.locator(':scope > .summary-metrics')).toBeVisible();
if (hash === 'sources') await expect(layout.locator('#source-list .operation')).toHaveCount(2);
expect(await layout.evaluate(node => [...node.children].map(child => `${child.localName}.${child.className}`)))
@@ -475,10 +474,9 @@ test('System is native: the concept shell, section navigation, sections, hand-of
sources: ['div.notice', 'section.surface', 'div.save-row'],
integrations: ['section.surface', 'section.surface', 'div.save-row'],
maintenance: ['div.notice', 'section.surface', 'section.surface', 'div.save-row'],
backups: ['div.two-col', 'section.surface', 'div.save-row'],
tagging: ['section.surface', 'div.save-row'] }[hash]
backups: ['div.two-col', 'section.surface', 'div.save-row'] }[hash]
?? ['section.surface handoff', 'div.save-row']);
if (['overview', 'appearance', 'sources', 'integrations', 'tagging', 'maintenance', 'backups'].includes(hash)) continue;
if (['overview', 'appearance', 'sources', 'integrations', 'maintenance', 'backups'].includes(hash)) continue;
const handoff = layout.locator('section.handoff');
await expect(handoff.locator('h2')).toHaveText('Your current tools are ready');
expect(await handoff.locator('a.workspace-link').evaluateAll(links => links.map(link => link.getAttribute('href'))))
@@ -7,18 +7,13 @@ reaches a real LoraManager, ComfyUI install or the network:
no key, no trigger words), removes the fake install, its LoRA folder and
the image cache, forgets every LoRA import and injected failure, and opens
the download gate;
- ``POST /__test__/integrations/lora-manager``
``{loras, civitai, preview, previous, settings}`` writes
``custom_nodes/ComfyUI-Lora-Manager`` (detected through the
``folder_paths`` stub's base path) and ``loras`` LoRAs under
``models/loras``: each a ``<stem>.safetensors`` model beside its
``<stem>.metadata.json`` sidecar (LoraManager's alongside layout, #355)
and, unless ``preview`` is false, a local preview PNG; ``civitai`` adds one
CivitAI example image per LoRA (served by the stub opener below; an import
downloads it only for a LoRA without a local preview); ``previous`` saves
that many earlier ``lora-manager`` imports with tags and image links;
``settings: "invalid"`` makes LoraManager's settings file unreadable JSON
(the server's own isolated settings folder, ``LORA_MANAGER_SETTINGS_DIR``);
- ``POST /__test__/integrations/lora-manager`` ``{loras, civitai, previous}``
writes ``custom_nodes/ComfyUI-Lora-Manager`` (detected through the
``folder_paths`` stub's base path) and ``loras`` metadata files under
``models/loras``, each with a local preview PNG; ``civitai`` adds one
CivitAI example image per LoRA (served by the stub opener below);
``previous`` saves that many earlier ``lora-manager`` imports with tags and
image links;
- ``POST /__test__/integrations/gate`` ``{hold}`` holds every CivitAI
download until it is released (``{"hold": false}``), so a test sees the job
while it downloads;
@@ -35,7 +30,6 @@ test ever opens a network connection.
import io
import json
import os
import shutil
import threading
from pathlib import Path
@@ -97,11 +91,7 @@ def register_integrations_commands(app, routes, api, root: Path):
type(api.db).replace_category_prompts = replace
def settings_file():
return Path(os.environ["LORA_MANAGER_SETTINGS_DIR"]) / "settings.json"
def reset():
settings_file().unlink(missing_ok=True)
IntegrationConfig.LORA_MANAGER_ENABLED = False
IntegrationConfig.LORA_MANAGER_PATH = ""
IntegrationConfig.LORA_TRIGGER_WORDS_ENABLED = False
@@ -128,17 +118,11 @@ def register_integrations_commands(app, routes, api, root: Path):
data = await request.json() if request.can_read_body else {}
count = data.get("loras", 2)
previous = data.get("previous", 0)
preview = data.get("preview", True)
settings = data.get("settings")
for value in (count, previous):
if isinstance(value, bool) or not isinstance(value, int):
raise web.HTTPBadRequest()
if not 0 <= count <= MAX_LORAS or not 0 <= previous <= MAX_LORAS:
raise web.HTTPBadRequest()
if not isinstance(preview, bool) or settings not in (None, "invalid"):
raise web.HTTPBadRequest()
if settings == "invalid":
settings_file().write_text("{not json", encoding="utf-8")
(lora_manager / "py").mkdir(parents=True, exist_ok=True)
(lora_manager / "__init__.py").write_text("")
loras.mkdir(parents=True, exist_ok=True)
@@ -157,10 +141,8 @@ def register_integrations_commands(app, routes, api, root: Path):
"model_name": f"Style {number + 1:02}",
"civitai": civitai,
}
(loras / f"{stem}.safetensors").write_bytes(b"model")
(loras / f"{stem}.metadata.json").write_text(json.dumps(meta))
if preview:
(loras / f"{stem}.png").write_bytes(_png())
(loras / f"{stem}.png").write_bytes(_png())
for number in range(previous):
text = f"previous lora import {number + 1}"
prompt_id = api.db.save_prompt(
+17 -20
View File
@@ -97,25 +97,15 @@ def register_system_commands(app, routes, api, root: Path):
real_move = library_move.move_library
keep = PromptManagerConfig.KEEP_LIBRARY_IN_NODE_FOLDER
config_bytes = config_path.read_bytes() if config_path.exists() else None
from py.api.settings_routes import (
_AUTOTAG_SETTINGS,
_GALLERY_SETTINGS,
_SETTINGS_FILE_KEYS,
host_values = (
PromptManagerConfig.RESULT_TIMEOUT,
PromptManagerConfig.WEBUI_DISPLAY_MODE,
PromptManagerConfig.WORKER_THREADS,
GalleryConfig.MONITORING_ENABLED,
PromptManagerConfig.THUMBNAIL_FORMAT,
PromptManagerConfig.THUMBNAIL_QUALITY,
PromptManagerConfig.THUMBNAIL_EDGE,
)
# Every value POST /settings can change, so a reset restores each one
# (a saved safety_backup=false once leaked into a later spec's review).
# The tagging settings are the tagging fixture's to reset.
host_values = {
(GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig, name): (
getattr(
GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig,
name,
)
)
for name in _SETTINGS_FILE_KEYS
if name not in _AUTOTAG_SETTINGS
}
from py.api import thumbnail_encode
monitor = getattr(image_monitor, "_monitor_instance", None)
@@ -145,8 +135,15 @@ def register_system_commands(app, routes, api, root: Path):
unplugged.rmdir()
GalleryConfig.MONITORING_DIRECTORIES = list(configured)
api._health_report = None
for (owner, name), value in host_values.items():
setattr(owner, name, value)
(
PromptManagerConfig.RESULT_TIMEOUT,
PromptManagerConfig.WEBUI_DISPLAY_MODE,
PromptManagerConfig.WORKER_THREADS,
GalleryConfig.MONITORING_ENABLED,
PromptManagerConfig.THUMBNAIL_FORMAT,
PromptManagerConfig.THUMBNAIL_QUALITY,
PromptManagerConfig.THUMBNAIL_EDGE,
) = host_values
thumbnail_encode.reset_encoders()
image_monitor._monitor_instance = monitor
api.__dict__.pop("_library_resolver", None)
+2 -63
View File
@@ -12,7 +12,6 @@ import json
import os
from pathlib import Path
import shutil
import threading
import time
from typing import TYPE_CHECKING
@@ -182,28 +181,6 @@ def register_tagging_commands(
routes: web.RouteTableDef, api: PromptManagerAPI, root: Path, model
) -> None:
"""Register fixed seed, snapshot and fake-model commands; no paths or SQL input."""
# The fake download (``/__test__/tagging/download``): waits on ``event``,
# then answers ``result``. Every reset sets the event and puts back the
# model's raising default, so no test can leave a worker hanging.
# ``generation`` grows on every reset: a download a reset released (or one
# that timed out) fails without touching the next test's model state.
download = {"event": threading.Event(), "result": True, "generation": 0}
def restore_download() -> None:
download["generation"] += 1
download["event"].set()
model.__dict__.pop("download_model", None)
def fake_download(model_type: str, progress_callback=None) -> bool:
event, generation = download["event"], download["generation"]
released = event.wait(DOWNLOAD_HOLD_LIMIT_S)
if not released or download["generation"] != generation:
return False
if download["result"]:
model.unavailable = model.unavailable - {model_type}
return download["result"]
_set_defaults(model, DEFAULTS) # the server starts on the standard ones
@routes.post("/__test__/tagging/reset")
async def reset(request: web.Request) -> web.Response:
@@ -218,7 +195,6 @@ def register_tagging_commands(
model.unavailable = set()
model.suggestions = None
model.loaded = None
restore_download()
_set_defaults(model, DEFAULTS)
# A test that ends with the dialog open leaves its capture behind; drop
# every capture so the next test starts below the store's limits.
@@ -247,33 +223,6 @@ def register_tagging_commands(
model.unavailable = set(data["unavailable"])
return web.json_response({"success": True})
@routes.post("/__test__/tagging/download")
async def download_mode(request: web.Request) -> web.Response:
"""Switch the model's download to a fake (never a real download).
``{"mode": "hold"}``: the next download waits until a later
``succeed`` or ``fail`` (or a reset) releases it. ``succeed`` and
``fail`` release a held download with that result and answer every
later one at once. A successful fake marks the model downloaded.
"""
data = await request.json() if request.can_read_body else None
if (
request.query
or not isinstance(data, dict)
or set(data) != {"mode"}
or data["mode"] not in ("hold", "succeed", "fail")
):
raise web.HTTPBadRequest()
if data["mode"] == "hold":
download["event"].set()
download["event"] = threading.Event()
download["result"] = True
else:
download["result"] = data["mode"] == "succeed"
download["event"].set()
model.download_model = fake_download
return web.json_response({"success": True})
@routes.post("/__test__/tagging/suggestions")
async def suggestions(request: web.Request) -> web.Response:
"""Answer Generate with fixed scored names (the concept's own sample).
@@ -324,28 +273,18 @@ def register_tagging_commands(
return web.json_response({"captures": count})
# A held fake download gives up after this long, whatever the test does.
DOWNLOAD_HOLD_LIMIT_S = 60
# The standard tagging defaults: WD14 general and character thresholds, and
# the suggestion count (``AutotagConfig``).
DEFAULTS = (0.35, 0.85, 10)
def _set_defaults(model, values) -> None:
"""Set the saved tagging defaults (``AutotagConfig``, #328); a reset also
puts back the saved model, batch policy and template (the fake model's
short instructions, which the concept comparisons show)."""
from py.config import AutotagConfig
general, character, limit = values
AutotagConfig.GENERAL_THRESHOLD = general
AutotagConfig.CHARACTER_THRESHOLD = character
model.wd14_general_threshold = general
model.wd14_character_threshold = character
AutotagConfig.SUGGESTION_LIMIT = limit
if values == DEFAULTS:
AutotagConfig.MODEL_TYPE = "wd14-swinv2"
AutotagConfig.EXISTING = "skip"
AutotagConfig.TEMPLATE = model.default_prompt
def _valid_defaults(data: object) -> bool:
+1 -4
View File
@@ -1,6 +1,5 @@
"""Deterministic nodes and queue controls installed only in an owned test host."""
import asyncio
import os
import threading
import time
@@ -292,9 +291,7 @@ async def image_monitor(request: web.Request) -> web.Response:
config.MONITORING_ENABLED = True
monitor.start_monitoring([folder_paths.get_output_directory()])
else:
# Joins the image worker and the observer (one shared 5 s deadline),
# so it runs on a worker thread, not on the event loop.
await asyncio.to_thread(monitor.stop_monitoring)
monitor.stop_monitoring()
config.MONITORING_ENABLED = False
return web.json_response({"monitoring": monitor.is_monitoring})
-10
View File
@@ -388,16 +388,6 @@ test("ApiError keeps a validated running job on busy and a validated source on i
assert.deepEqual([new ApiError(409, "old caller").running, new ApiError(409, "old caller").source], [null, null]);
});
test("ApiError keeps a validated operation on model-busy only (#328)", () => {
const body = { operation: "Tagging model download · WD14 ViT" };
assert.equal(new ApiError(409, "busy", "model-busy", null, body).operation, "Tagging model download · WD14 ViT");
assert.equal(new ApiError(409, "busy", "busy", null, body).operation, null);
for (const operation of [null, 7, "", "x".repeat(201)]) {
assert.equal(new ApiError(409, "busy", "model-busy", null, { operation }).operation, null);
}
assert.equal(new ApiError(409, "busy", "model-busy").operation, null);
});
test("ApiError says whether the server itself refused (a parsed success:false body; S7 review I1)", () => {
assert.equal(new ApiError(400, "bad", null, null, { success: false, error: "bad" }).refused, true);
assert.equal(new ApiError(409, "busy", "busy", null, { success: false, code: "busy" }).refused, true);
-23
View File
@@ -225,26 +225,3 @@ test('a failed duplicate cleanup says the server reason (S7 review M3)', async (
assert.equal(finishToast(failed), `Duplicate cleanup failed · ${reason}`);
assert.equal(finishToast({ ...failed, status_line: '' }), 'Duplicate cleanup failed · 0 removed · 1 error');
});
// #328: Tag output images (`autotag`) reuses the image tagging view: Tagged / Unchanged / Skipped / Errors and Cancel.
// The legacy page's hold of the same kind counts nothing and is not cancellable, so it keeps the generic held view.
test('autotag gets Tagged / Unchanged / Skipped / Errors and Cancel; its legacy hold keeps the generic view', async () => {
const { kindOf, viewOf, canCancel } = await source;
const { startToast, finishToast } = await store;
const counters = { tagged: 3, unchanged: 1, skipped: 2, errors: 0 };
const batch = job({ kind: 'autotag', title: 'Tag output images', counters, scope: { images: 6 } });
const view = viewOf(batch);
assert.deepEqual(view.tiles.map(([group, label]) => [group, label]),
[['tagged', 'Tagged'], ['unchanged', 'Unchanged'], ['skipped', 'Skipped'], ['errors', 'Errors']]);
assert.equal(kindOf('autotag').pillVerb, 'Tagging');
assert.equal(kindOf('autotag').cancelLabel, 'Cancel tagging');
assert.equal(canCancel(batch), true);
assert.equal(startToast(batch), 'Tag output images started.');
assert.match(finishToast({ ...batch, state: 'finished', finished_at: 2 }), /^Tag output images finished/);
const held = job({ kind: 'autotag', title: 'Tag output images (legacy page)', counters: {}, cancellable: false,
progress: 0, processed: 0, total: 0 });
const legacy = viewOf(held);
assert.deepEqual([legacy.tiles, legacy.outcomes, [...legacy.openable]], [[], [], []]);
assert.equal(canCancel(held), false);
});
+1 -47
View File
@@ -197,52 +197,6 @@ test('instructions default to the server prompt', async () => {
assert.equal(c.state.options.suggestion_limit, 7, 'the suggestion count survives a model change');
});
// #328: one tagging configuration. The dialogs start on the model saved in System › Auto-tagging, unless a preset
// (a review session's choice) or the user already picked one; an unknown saved model keeps the first option.
test('dialog starts on the saved model unless a preset or the user chose one', async () => {
const saved = { [`GET ${MODELS}`]: () => response(200, models({ model_type: 'gguf' })) };
const { c } = await opened(saved);
assert.equal(c.state.model, 'gguf');
assert.equal(c.state.options.instructions, DEFAULT_PROMPT);
const { c: preset } = await opened(saved, { preset: { model: 'wd14-vit', options: {} } });
assert.equal(preset.state.model, 'wd14-vit');
const { createImageTaggingController, createTaggingOptionsController } = await load();
const h = harness(defaultRoutes(saved));
const picked = createImageTaggingController({ api: h.api, target: TARGET, source: 'images' });
picked.setModel('hf');
await picked.open();
await settle();
assert.equal(picked.state.model, 'hf', 'the user picked a model before the read landed');
// A pick made while the models read is still in flight wins over the saved model that lands after it.
const gate = deferred();
const late = harness(defaultRoutes({ [`GET ${MODELS}`]: () => gate.promise }));
const racing = createImageTaggingController({ api: late.api, target: TARGET, source: 'images' });
const opening = racing.open();
await settle();
assert.equal(racing.state.phase, 'observing');
racing.setModel('wd14-vit');
gate.resolve(response(200, models({ model_type: 'gguf' })));
await opening;
await settle();
assert.equal(racing.state.model, 'wd14-vit');
racing.dispose();
const { c: unknown } = await opened({ [`GET ${MODELS}`]: () => response(200, models({ model_type: 'wd14-convnext' })) });
assert.equal(unknown.state.model, 'wd14-swinv2');
const options = createTaggingOptionsController({ api: harness(defaultRoutes(saved)).api });
await options.open();
assert.equal(options.state.model, 'gguf');
const chosen = createTaggingOptionsController({ api: harness(defaultRoutes(saved)).api });
chosen.setModel('wd14-vit');
await chosen.open();
assert.equal(chosen.state.model, 'wd14-vit');
for (const controller of [c, preset, picked, unknown, options, chosen]) controller.dispose();
});
test('an unreadable or malformed models read falls back to the documented defaults', async () => {
for (const route of [() => fail(500, null), () => response(200, models({ default_prompt: 4, suggestion_limit: 0, wd14_general_threshold: 2, wd14_character_threshold: 'x' }))]) {
const { c } = await opened({ [`GET ${MODELS}`]: route });
@@ -588,7 +542,7 @@ test('model-unavailable and model-busy set the status line only', async () => {
await c.generate();
const before = c.state;
for (const [code, message] of [
['model-unavailable', 'WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.'],
['model-unavailable', 'WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.'],
['model-busy', 'A tagging model is busy with another operation. Try again when it finishes.'],
['unsupported-media', 'Images larger than 4096 px per side or 16,777,216 px are not supported.'],
]) {
@@ -129,9 +129,9 @@ test('a model that is not downloaded is named with the server sentence', () => {
const { modelUnavailable } = state;
assert.equal(modelUnavailable(null, 'wd14-vit'), '');
assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: true } }, 'wd14-vit'), '');
assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: false } }, 'wd14-vit'), 'WD14 ViT is not downloaded. Download it in System › Auto-tagging.');
assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: false } }, 'wd14-vit'), 'WD14 ViT is not downloaded. Download it from the legacy Auto-tag page.');
assert.equal(modelUnavailable({ gguf: { downloaded: false, name: 'GGUF (Recommended)' } }, 'gguf'),
'GGUF (Recommended) is not downloaded. Download it in System › Auto-tagging.');
'GGUF (Recommended) is not downloaded. Download it from the legacy Auto-tag page.');
assert.throws(() => modelUnavailable({}, 'nope'), TypeError);
});
+4 -31
View File
@@ -108,17 +108,13 @@ test('host compatibility shows the detected renderer as status (D106)', async ()
test('the import review shows replacement, blocked items and network effects (D107)', async () => {
const { importGrid } = await integrations;
const plan = { lora_files: 2221, with_metadata: 615, with_local_media: 476, skipped: 1606, current_imports: 5,
blocked_by_pairs: 0, planned_downloads: 4,
layout: { source: 'portable', settings_file: '~/ComfyUI/custom_nodes/LM/settings.json', error: null, mode: 'centralized',
library: 'comfyui', example_images: true },
const plan = { lora_files: 3, with_metadata: 2, current_imports: 5, blocked_by_pairs: 0, planned_downloads: 4,
scope: { count: 2, label: 'Replace 5 imported prompts with 2 LoRAs' }, protected: { count: 0, reasons: [] },
backup: { policy: 'on', destination_label: 'prompts.db.backup_<date and time>' }, network: { planned_downloads: 4, api_key: true },
media: { deletes_files: false, label: 'No files are removed; image links are replaced' } };
assert.deepEqual(importGrid(plan), [
['LoraManager', 'portable settings · centralized storage · library comfyui'],
['Scope', 'Replace 5 imported prompts with 2 LoRAs'],
['Found', '2,221 metadata files · 615 LoRAs · 476 with local images'],
['Found', '3 metadata files · 2 readable'],
['Protected', 'Nothing is protected'],
['Network', 'Downloads up to 4 example images from CivitAI with your saved key'],
['Backup', 'Create and verify before changes (prompts.db.backup_<date and time>)'],
@@ -126,34 +122,11 @@ test('the import review shows replacement, blocked items and network effects (D1
]);
const blocked = importGrid({ ...plan, planned_downloads: 1, network: { api_key: false }, protected: { count: 2,
reasons: ['2 imported prompts used by saved pairs'] } });
assert.deepEqual(blocked[3], ['Protected', '2 imported prompts used by saved pairs']);
assert.deepEqual(blocked[4], ['Network', 'Downloads up to 1 example image from CivitAI']);
// A plan without a layout (no LoraManager row) and with no counts.
assert.deepEqual(blocked[2], ['Protected', '2 imported prompts used by saved pairs']);
assert.deepEqual(blocked[3], ['Network', 'Downloads up to 1 example image from CivitAI']);
assert.deepEqual(importGrid({})[0], ['Scope', '0 LoRAs']);
assert.deepEqual(importGrid({})[1], ['Found', '0 metadata files · 0 LoRAs · 0 with local images']);
assert.deepEqual(importGrid({})[3], ['Network', 'No downloads']);
assert.deepEqual(importGrid({})[5], ['Media on disk', 'No files are removed']);
assert.deepEqual(importGrid({ ...plan, lora_files: 1, with_metadata: 1, with_local_media: 0 })[2],
['Found', '1 metadata file · 1 LoRA · 0 with local images']);
});
test('the LoraManager row names what the import read, and an unusable layout closes the review (#355)', async () => {
const { layoutText, closeNote, LAYOUT_UNUSABLE, BLOCKED_NOTE, NOTHING_TO_IMPORT } = await integrations;
assert.equal(layoutText({ source: 'environment', mode: 'alongside', library: 'default', error: null }),
'environment settings · alongside storage · library default');
assert.equal(layoutText({ source: 'user config', mode: 'alongside', library: 'x', error: 'the settings file is not valid JSON' }),
'Not usable: the settings file is not valid JSON');
assert.equal(layoutText(null), null);
assert.equal(layoutText('nope'), null);
const error = 'the sidecar folder does not exist';
assert.equal(closeNote({ token: null, layout: { error } }),
'LoraManager settings: not usable: the sidecar folder does not exist. Nothing was changed.');
assert.equal(LAYOUT_UNUSABLE(error), closeNote({ token: null, layout: { error }, blocked_by_pairs: 2 }));
assert.equal(closeNote({ token: null, blocked_by_pairs: 1, layout: { error: null } }), BLOCKED_NOTE);
assert.equal(closeNote({ token: null }), NOTHING_TO_IMPORT);
assert.equal(closeNote({ token: 't', with_metadata: 0, current_imports: 0 }), NOTHING_TO_IMPORT);
assert.equal(closeNote({ token: 't', with_metadata: 1, current_imports: 0 }), null);
assert.equal(closeNote({ token: 't', with_metadata: 0, current_imports: 3 }), null);
});
test('a LoRA import job reads in Activity: tiles, outcomes and the kept collection on failure', async () => {
-16
View File
@@ -341,22 +341,6 @@ test('a host save names the settings that apply after a restart (D128)', async (
assert.equal(drafts.statusText(), 'Unsaved changes.');
});
test('a host save refused for one setting says the server reason and names no source (S11 CUJ 2a)', async () => {
const { INVALID_SETTING_CODE } = await source;
const domains = adapters({ host: { autotag_general_threshold: 0.35 } });
const drafts = await loaded(domains);
const message = 'General-tag confidence must be between 0 and 1.';
domains.outcome.host = () => { throw Object.assign(new Error(message), { code: INVALID_SETTING_CODE }); };
drafts.set('host', 'autotag_general_threshold', 1.5);
assert.deepEqual(await drafts.save(), { browser: 'clean', host: 'failed', runtime: 'clean', invalid: { source: null, message } });
assert.equal(drafts.statusText(), message);
assert.equal(drafts.invalidSource(), null);
assert.deepEqual([...drafts.failed('host')], ['autotag_general_threshold']);
assert.equal(drafts.get('host', 'autotag_general_threshold'), 1.5);
drafts.set('host', 'autotag_general_threshold', 0.4);
assert.equal(drafts.statusText(), 'Unsaved changes.');
});
test('a host save refused for one source says the server reason and names it until the next edit', async () => {
const domains = adapters({ host: { gallery_root_paths: ['output', 'output/gone'] } });
const drafts = await loaded(domains);
-600
View File
@@ -1,600 +0,0 @@
// System › Auto-tagging (#328, System S11 Tasks 6–7): the concept's rows with real data (D132 model options and live
// status, D133 suggestions per image), host drafts saved by the one Save row, and the actions: Download (an Activity
// job), Unload (direct), Preview tagging review (D115) and the reviewed Tag output images batch (D134).
const test = require('node:test');
const assert = require('node:assert/strict');
const fs = require('node:fs');
const path = require('node:path');
const tagging = import('../../web/js/workspace/system-tagging.mjs');
const stateModule = import('../../web/js/workspace/system-state.mjs');
const coreModule = import('../../web/js/shared/toolkit/core.js');
const CONCEPT = fs.readFileSync(path.join(__dirname, '../../docs/concepts/workspace/app.js'), 'utf8');
const SOURCE = fs.readFileSync(path.join(__dirname, '../../web/js/workspace/system-tagging.mjs'), 'utf8');
/** A minimal DOM whose elements count their live listeners (a listener's signal aborts it, as in a browser). */
function fakeDOM() {
const previous = global.document;
const elements = [];
class Element {
constructor(tag) {
this.tagName = tag.toUpperCase();
this.children = [];
this.attributes = {};
this.listeners = [];
this.dataset = {};
this.className = '';
this.id = '';
this.value = '';
this.disabled = false;
this._text = '';
elements.push(this);
}
get localName() { return this.tagName.toLowerCase(); }
get options() { return this.children.filter(child => child.tagName === 'OPTION'); }
get textContent() { return this._text + this.children.map(child => child.textContent).join(''); }
set textContent(text) { this.children = []; this._text = String(text); }
append(...nodes) {
for (const node of nodes) {
node.parentNode?.children && (node.parentNode.children = node.parentNode.children.filter(child => child !== node));
node.parentNode = this;
this.children.push(node);
}
}
remove() { if (this.parentNode) this.parentNode.children = this.parentNode.children.filter(child => child !== this); this.parentNode = null; }
setAttribute(name, value) { this.attributes[name] = String(value); }
getAttribute(name) { return Object.hasOwn(this.attributes, name) ? this.attributes[name] : null; }
removeAttribute(name) { delete this.attributes[name]; }
addEventListener(type, callback, options = {}) {
if (options.signal?.aborted) return;
const entry = { type, callback };
this.listeners.push(entry);
options.signal?.addEventListener('abort', () => { this.listeners = this.listeners.filter(item => item !== entry); });
}
removeEventListener(type, callback) { this.listeners = this.listeners.filter(item => item.type !== type || item.callback !== callback); }
dispatch(type) { return Promise.all(this.listeners.filter(item => item.type === type).map(({ callback }) => callback({ type, target: this }))); }
}
global.document = { createElement: tag => new Element(tag), activeElement: null };
const walk = (node, found = []) => { found.push(node); node.children.forEach(child => walk(child, found)); return found; };
return {
listenerCount: () => elements.reduce((sum, element) => sum + element.listeners.length, 0),
find: (root, predicate) => walk(root).find(predicate),
restore() { global.document = previous; },
};
}
const HOST = { autotag_model_type: 'wd14-swinv2', autotag_existing: 'skip', autotag_general_threshold: 0.35,
autotag_character_threshold: 0.85, autotag_suggestion_limit: 10, autotag_template: 'Describe the image as tags.' };
const entry = (label, size, extra = {}) => ({ name: label, label, size_label: size, downloaded: true, loaded: false, ...extra });
const MODELS = {
success: true,
models: { 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB'), 'wd14-vit': entry('WD14 ViT', '~400 MB', { downloaded: false }),
gguf: entry('GGUF JoyCaption', '~4.5 GB', { downloaded: false, model_exists: true, mmproj_exists: false }),
hf: entry('HuggingFace JoyCaption', '~16 GB', { downloaded: false }) },
model_loaded: false, loaded_model_type: null,
};
const tick = () => new Promise(resolve => setImmediate(resolve));
const IMAGE = { filename: 'dunes_00001.png' };
async function mounted({ host = HOST, models = MODELS, modelsFail = false, image = IMAGE, start, post, hostFails = false } = {}) {
const { mountTagging } = await tagging;
const { createSystemDrafts } = await stateModule;
const { createScope } = await coreModule;
const dom = fakeDOM();
const drafts = createSystemDrafts({
readBrowser: () => ({}), readRuntime: () => ({}),
readHost: async () => { if (hostFails) throw new Error('offline'); return { values: host, revision: 'sha256:one' }; },
writeBrowser: async () => ({ persisted: true }), writeHost: async () => ({ success: true, persisted: true }),
writeRuntime: async () => ({}),
});
const scope = createScope();
const calls = { get: [], post: [], toasts: [], navigated: [], opened: [], shown: [], started: [] };
let answer = models;
const api = {
get: async (url, options) => {
calls.get.push(url);
assert.equal(options.cache, 'no-store');
if (modelsFail) throw new Error('offline');
return answer;
},
post: async (url, body) => { calls.post.push([url, body]); return post ? post(url, body) : { success: true }; },
};
const activity = { start: async (kind, body) => { calls.started.push([kind, body]); return start ? start(kind, body) : { job: { id: 'job1' } }; } };
const [surface] = mountTagging(null, { api, activity, scope, drafts, notify: text => calls.toasts.push(text),
navigate: hash => calls.navigated.push(hash), selected: () => image, openTagging: options => calls.opened.push(options),
show: (plan, options) => calls.shown.push([plan, options]) });
const byId = id => dom.find(surface, node => node.id === id);
const button = label => dom.find(surface, node => node.tagName === 'BUTTON' && node.textContent === label);
const description = () => byId('tag-model').parentNode.children[0].children[1].textContent;
await drafts.reloadHost();
await tick();
return { dom, drafts, scope, surface, byId, button, description, calls, setModels: value => { answer = value; } };
}
test('the section keeps the concept surface, rows, labels and actions in order', () => {
const start = CONCEPT.indexOf('case "tagging":');
const body = CONCEPT.slice(start, CONCEPT.indexOf('break;', start));
const rows = [...body.matchAll(/setting\("([^"]+)", "([^"]+)", "([^"]+)"/g)].map(([, id, label, description]) => [id, label, description]);
assert.deepEqual(rows.map(([id]) => id), ['tag-model', 'tag-existing', 'threshold-general', 'threshold-character']);
for (const [id, label] of rows) assert.ok(SOURCE.includes(`id: '${id}', label: '${label}'`), `${id} keeps "${label}"`);
// OQ6: the true descriptions are kept verbatim; the model's design note is replaced by its live status (D132).
for (const [id, , description] of rows.slice(1)) assert.ok(SOURCE.includes(`'${description}'`), `${id} description`);
assert.ok(!SOURCE.includes(rows[0][2]));
for (const option of ['Skip already tagged', 'Merge with existing', 'Replace after review']) assert.ok(body.includes(option) && SOURCE.includes(`'${option}'`));
assert.ok(body.includes('<h2>Auto-tagging</h2>') && SOURCE.includes("'h2', 'Auto-tagging'"));
assert.ok(body.includes('One tagging configuration for images and prompt-library actions. Every result can be reviewed before applying.'));
assert.ok(body.includes('LLM tag template') && SOURCE.includes("'LLM tag template'"));
assert.ok(body.includes('"Preview tagging review", "tag-review", "", "ca-primary"'));
// Prototype copy is never shipped.
for (const sample of ['Simulate download', 'Simulate unload', 'Ollama']) assert.ok(!SOURCE.includes(sample), sample);
});
test('model options are the four real engines with their size, in the concept order (D132, OQ5)', async () => {
const { modelOptions, MODEL_IDS, modelLabel, modelSize } = await tagging;
assert.deepEqual(MODEL_IDS, ['wd14-swinv2', 'wd14-vit', 'gguf', 'hf']);
assert.deepEqual(modelOptions(MODELS.models).map(([, label]) => label),
['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB']);
// Before the status answered (or when it cannot be read) the documented labels stand in.
assert.deepEqual(modelOptions(null), modelOptions(MODELS.models));
assert.equal(modelLabel('hf', { label: '' }), 'HuggingFace JoyCaption');
assert.equal(modelLabel('other', null), 'other');
assert.equal(modelSize('other', null), '');
});
test('the Tagging model description is the chosen model’s live status (D132)', async () => {
const { modelDescription, readStatus, STATUS_COPY } = await tagging;
const status = readStatus(MODELS);
assert.equal(modelDescription({ phase: 'loading' }, 'wd14-vit'), 'Loading model status…');
assert.equal(modelDescription({ phase: 'failed' }, 'wd14-vit'), 'Model status could not be read.');
assert.equal(modelDescription(status, 'wd14-swinv2'), 'Downloaded. Not loaded.');
assert.equal(modelDescription(status, 'wd14-vit'), 'Not downloaded. Download size ~400 MB.');
assert.equal(modelDescription(status, 'hf'), 'Not downloaded. Download size ~16 GB.');
assert.equal(modelDescription(status, 'gguf'), 'Partly downloaded. Download again to finish.');
const both = readStatus({ ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB', { downloaded: false,
model_exists: false, mmproj_exists: false }) } });
assert.equal(modelDescription(both, 'gguf'), 'Not downloaded. Download size ~4.5 GB.');
const loaded = readStatus({ ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2',
models: { ...MODELS.models, 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB', { loaded: true }) } });
assert.equal(loaded.loadedType, 'wd14-swinv2');
assert.equal(modelDescription(loaded, 'wd14-swinv2'), STATUS_COPY.loaded);
assert.equal(modelDescription(status, 'unknown'), STATUS_COPY.failed);
assert.deepEqual(readStatus(null), { phase: 'failed', models: null, loadedType: null });
assert.equal(readStatus({ models: {}, model_loaded: true, loaded_model_type: '/abs/path' }).loadedType, null);
});
test('controls draft their host keys; numbers as numbers, other text as typed', async () => {
const { SETTING_KEYS, coerceNumber, draftValue } = await tagging;
assert.deepEqual(SETTING_KEYS, { 'tag-model': 'autotag_model_type', 'tag-existing': 'autotag_existing',
'threshold-general': 'autotag_general_threshold', 'threshold-character': 'autotag_character_threshold',
'tag-suggestions': 'autotag_suggestion_limit', 'tag-template': 'autotag_template' });
assert.deepEqual(['0.4', ' 1.5 ', '15', '', 'abc', '1e-1'].map(coerceNumber), [0.4, 1.5, 15, '', 'abc', 0.1]);
assert.equal(draftValue('autotag_suggestion_limit', '15'), 15);
assert.equal(draftValue('autotag_template', ' 12 '), ' 12 ');
assert.equal(draftValue('autotag_existing', undefined), '');
const { dom, drafts, scope, byId } = await mounted();
try {
assert.equal(byId('tag-model').value, 'wd14-swinv2');
assert.equal(byId('threshold-general').value, '0.35');
assert.equal(byId('tag-template').value, HOST.autotag_template);
assert.deepEqual([byId('threshold-general').min, byId('threshold-general').max, byId('threshold-general').step], ['0', '1', '0.05']);
assert.deepEqual([byId('tag-suggestions').min, byId('tag-suggestions').max], ['1', '100']);
byId('tag-existing').value = 'merge'; await byId('tag-existing').dispatch('change');
byId('threshold-general').value = '0.4'; await byId('threshold-general').dispatch('change');
byId('tag-suggestions').value = '15'; await byId('tag-suggestions').dispatch('change');
byId('tag-template').value = 'Tags only.'; await byId('tag-template').dispatch('input');
assert.deepEqual(drafts.changes('host'), { autotag_existing: 'merge', autotag_general_threshold: 0.4,
autotag_suggestion_limit: 15, autotag_template: 'Tags only.' });
// Every control names its stored key, so a refused save highlights it (D92).
for (const id of Object.keys(SETTING_KEYS)) assert.equal(byId(id).dataset.key, SETTING_KEYS[id]);
assert.equal(byId('tag-template').dataset.setting, 'tag-template');
} finally { scope.dispose(); assert.equal(dom.listenerCount(), 0); dom.restore(); }
});
test('opening the section reads the model status once; the select waits for it', async () => {
const { dom, scope, byId, description, calls, surface } = await mounted();
try {
assert.deepEqual(calls.get, ['/prompt_manager/autotag/models']);
assert.deepEqual(calls.post, []);
assert.equal(byId('tag-model').disabled, false);
assert.equal(description(), 'Downloaded. Not loaded.');
assert.deepEqual(byId('tag-model').options.map(option => option.textContent),
['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB']);
assert.deepEqual(surface.children.map(node => node.className),
['', '', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'field', 'row-actions', 'operation']);
} finally { scope.dispose(); dom.restore(); }
const failed = await mounted({ modelsFail: true });
try {
assert.equal(failed.description(), 'Model status could not be read.');
assert.equal(failed.button('Download').getAttribute('aria-disabled'), 'true');
assert.equal(failed.button('Unload').disabled, true);
await failed.button('Download').dispatch('click');
assert.deepEqual(failed.calls.toasts, ['Model status could not be read.']);
assert.deepEqual(failed.calls.started, []);
} finally { failed.scope.dispose(); failed.dom.restore(); }
});
test('server settings that cannot be read leave the rows disabled and say so', async () => {
const { dom, scope, byId, button, description, calls } = await mounted({ hostFails: true });
try {
assert.equal(byId('tag-existing').disabled, true);
assert.equal(byId('tag-existing').parentNode.children[0].children.at(-1).textContent, 'Server settings could not be read.');
assert.equal(description(), 'Model status could not be read.');
await button('Preview tagging review').dispatch('click');
assert.deepEqual(calls.toasts, ['Server settings could not be read.']);
} finally { scope.dispose(); dom.restore(); }
});
test('Download starts the model download job and opens it; the label follows the disk (OQ10)', async () => {
const { dom, drafts, scope, button, calls, byId } = await mounted();
try {
assert.ok(button('Download again'));
byId('tag-model').value = 'wd14-vit'; await byId('tag-model').dispatch('change');
assert.equal(drafts.get('host', 'autotag_model_type'), 'wd14-vit');
await button('Download').dispatch('click');
assert.deepEqual(calls.started, [['model-download', { model_type: 'wd14-vit' }]]);
assert.deepEqual(calls.navigated, ['#/activity/job1']);
} finally { scope.dispose(); dom.restore(); }
});
test('startJob toasts by code and never navigates on a refusal', async () => {
const { startJob, startRefusal } = await tagging;
const { createScope } = await coreModule;
const error = (code, message = 'Server says.', extra = {}) => Object.assign(new Error(message), { code, ...extra });
assert.equal(startRefusal(error('model-busy', 'x', { operation: 'Tagging model download · WD14 ViT' }), 'X'),
'The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.');
assert.equal(startRefusal(error('model-busy', 'x'), 'X'),
'The tagging model is busy: Another tagging operation. Try again when it finishes.');
for (const code of ['model-unavailable', 'review-required', 'insufficient-space']) assert.equal(startRefusal(error(code), 'X'), 'Server says.');
assert.equal(startRefusal(error('weird'), 'Tag output images'), 'Tag output images could not start. Try again.');
assert.equal(startRefusal(new Error('offline'), 'Tag output images'), 'Tag output images could not start. Try again.');
const scope = createScope();
const toasts = [];
const navigated = [];
const run = start => startJob({ activity: { start }, scope, kind: 'autotag', body: {}, what: 'Tag output images',
notify: text => toasts.push(text), navigate: hash => navigated.push(hash) });
assert.equal(await run(async () => { throw error('model-busy', 'busy', { operation: 'Generate suggestions' }); }), null);
assert.equal(await run(async () => ({ busy: { id: 'a1', title: 'Scan for metadata' } })), null);
assert.equal(await run(async () => ({ busy: null })), null);
assert.deepEqual(toasts, ['The tagging model is busy: Generate suggestions. Try again when it finishes.',
['Another job is running: ', { text: 'Scan for metadata', href: '#/activity/a1' }, '.'],
'Another job is running. Try again when it ends.']);
assert.deepEqual(await run(async () => ({ job: { id: 'j2' } })), { id: 'j2' });
assert.deepEqual(navigated, ['#/activity/j2']);
scope.dispose();
assert.equal(await run(async () => { throw error('weird'); }), null);
assert.deepEqual(await run(async () => ({ job: { id: 'j3' } })), { id: 'j3' });
assert.deepEqual(navigated, ['#/activity/j2']);
assert.equal(toasts.length, 3);
});
test('Unload is enabled only while a model is loaded; a busy refusal names the operation', async () => {
const loadedModels = { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2' };
let refuse = null;
const post = url => {
if (refuse) throw refuse;
return url.endsWith('/unload') ? { success: true, message: 'WD14SWINV2 model unloaded successfully', model_loaded: false } : {};
};
const { dom, scope, button, calls, setModels } = await mounted({ models: loadedModels, post });
try {
assert.equal(button('Unload').disabled, false);
refuse = Object.assign(new Error('A tagging model is busy'), { code: 'model-busy', operation: 'Tagging model download · WD14 ViT' });
await button('Unload').dispatch('click');
assert.deepEqual(calls.toasts, ['The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.']);
refuse = new Error('offline');
await button('Unload').dispatch('click');
assert.equal(calls.toasts.at(-1), 'The tagging model could not be unloaded. Try again.');
refuse = null;
setModels(MODELS);
await button('Unload').dispatch('click');
assert.equal(calls.toasts.at(-1), 'WD14 SwinV2 unloaded.');
assert.deepEqual(calls.post.map(([url]) => url), Array(3).fill('/prompt_manager/autotag/unload'));
// Each attempt reads the status again; nothing is loaded now.
assert.equal(calls.get.length, 4);
assert.equal(button('Unload').disabled, true);
} finally { scope.dispose(); dom.restore(); }
});
test('Preview tagging review opens the Tag image dialog with the section’s values, else says why (D115)', async () => {
const { NO_SELECTION, taggingPreset, draftProblem } = await tagging.then(async module => ({ ...module,
NO_SELECTION: (await import('../../web/js/workspace/vocabulary.mjs')).NO_SELECTION }));
assert.equal(NO_SELECTION, 'Select an image in Images first.');
assert.deepEqual(taggingPreset(HOST), { model: 'wd14-swinv2', options: { general_threshold: 0.35, character_threshold: 0.85,
suggestion_limit: 10 } });
assert.deepEqual(taggingPreset({ ...HOST, autotag_model_type: 'gguf' }), { model: 'gguf',
options: { instructions: HOST.autotag_template, suggestion_limit: 10 } });
assert.equal(draftProblem(HOST), null);
assert.deepEqual(draftProblem({ ...HOST, autotag_general_threshold: 1.5 }),
{ key: 'autotag_general_threshold', message: 'General-tag confidence must be between 0 and 1.' });
assert.equal(draftProblem({ ...HOST, autotag_character_threshold: '' }).key, 'autotag_character_threshold');
// #369: every page shows the thresholds in steps of 0.05, so a value off that grid cannot be saved or previewed.
assert.deepEqual(draftProblem({ ...HOST, autotag_general_threshold: 0.37 }),
{ key: 'autotag_general_threshold', message: 'General-tag confidence must be a multiple of 0.05.' });
assert.deepEqual(draftProblem({ ...HOST, autotag_character_threshold: 0.33 }),
{ key: 'autotag_character_threshold', message: 'Character-tag confidence must be a multiple of 0.05.' });
assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0.15, autotag_character_threshold: 0.95 }), null);
assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0, autotag_character_threshold: 1 }), null);
// A computed value a hair off the grid passes and is handed on snapped to it, as the server stores it.
assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0.1 + 0.2 }), null);
assert.equal(taggingPreset({ ...HOST, autotag_general_threshold: 0.1 + 0.2 }).options.general_threshold, 0.3);
assert.equal(draftProblem({ ...HOST, autotag_suggestion_limit: 2.5 }).key, 'autotag_suggestion_limit');
assert.equal(draftProblem({ ...HOST, autotag_suggestion_limit: 0 }, { limit: false }), null);
assert.deepEqual(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: ' ' }),
{ key: 'autotag_template', message: 'LLM tag template must be non-empty text.' });
assert.deepEqual(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: 'x'.repeat(4001) }),
{ key: 'autotag_template', message: 'LLM tag template must be at most 4000 characters.' });
// Characters are code points, as Python's len counts them: 4000 emoji (8000 UTF-16 units) are allowed.
assert.equal(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: '🏜'.repeat(4000) }), null);
assert.equal(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: '🏜'.repeat(4001) }).key, 'autotag_template');
// A WD14 run never reads the template, nor a language model the thresholds.
assert.equal(draftProblem({ ...HOST, autotag_template: '' }), null);
assert.equal(draftProblem({ ...HOST, autotag_model_type: 'gguf', autotag_general_threshold: 7 }), null);
const none = await mounted({ image: null });
try {
const preview = none.button('Preview tagging review');
assert.equal(preview.getAttribute('aria-disabled'), 'true');
assert.equal(preview.className, 'ca-primary');
await preview.dispatch('click');
assert.deepEqual(none.calls.toasts, ['Select an image in Images first.']);
assert.deepEqual(none.calls.opened, []);
} finally { none.scope.dispose(); none.dom.restore(); }
const { dom, scope, button, byId, calls } = await mounted();
try {
await button('Preview tagging review').dispatch('click');
assert.equal(calls.opened.length, 1);
assert.equal(calls.opened[0].image, IMAGE);
assert.equal(calls.opened[0].source, 'tags');
assert.deepEqual(calls.opened[0].preset, taggingPreset(HOST));
byId('threshold-general').value = '1.5'; await byId('threshold-general').dispatch('change');
assert.equal(button('Preview tagging review').getAttribute('aria-disabled'), 'true');
await button('Preview tagging review').dispatch('click');
assert.deepEqual(calls.toasts, ['General-tag confidence must be between 0 and 1.']);
assert.equal(calls.opened.length, 1);
byId('threshold-general').value = '0.37'; await byId('threshold-general').dispatch('change');
assert.equal(button('Preview tagging review').getAttribute('aria-disabled'), 'true');
await button('Preview tagging review').dispatch('click');
assert.deepEqual(calls.toasts.at(-1), 'General-tag confidence must be a multiple of 0.05.');
assert.equal(calls.opened.length, 1);
} finally { scope.dispose(); dom.restore(); }
});
const PLAN = { images: 3, prompts: 2, already_tagged: 1, to_tag: 1,
model: { type: 'wd14-swinv2', label: 'WD14 SwinV2', size_label: '~400 MB', downloaded: true }, existing: 'skip',
review_required: false, backup: { policy: 'on' }, disk: { free_bytes: 10 * 2 ** 30, required_bytes: 2 ** 20, sufficient: true } };
test('the batch review grid, body and Cancel-only reasons (D134, CUJ 4–5)', async () => {
const { batchGrid, batchBody, batchCloseNote, existingLabel, REPLACE_NOTE, NOTHING_TO_TAG, NO_LINKED_IMAGES } = await tagging;
assert.deepEqual(batchGrid(PLAN, HOST), [['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Skip already tagged'],
['Images linked', '3'], ['Prompts', '2'], ['Already tagged', '1'], ['Prompts to tag', 'up to 1'],
['Settings', 'General 0.35 · Character 0.85'], ['Backup', 'Create and verify before changes']]);
const llm = { ...HOST, autotag_model_type: 'gguf' };
assert.deepEqual(batchGrid({ ...PLAN, model: { type: 'gguf' }, backup: { policy: 'off' } }, llm).slice(-2),
[['Settings', 'Template of 27 characters'], ['Backup', 'No safety backup (the policy is off)']]);
assert.equal(batchGrid({}, HOST)[2][1], '0');
assert.equal(existingLabel('odd'), 'odd');
assert.deepEqual(batchBody(HOST), { model_type: 'wd14-swinv2', existing: 'skip',
options: { general_threshold: 0.35, character_threshold: 0.85 } });
// #369: a threshold a hair off the grid is sent snapped to it.
assert.equal(batchBody({ ...HOST, autotag_character_threshold: 0.1 + 0.2 }).options.character_threshold, 0.3);
assert.deepEqual(batchBody(llm), { model_type: 'gguf', existing: 'skip', options: { instructions: HOST.autotag_template } });
assert.equal(batchCloseNote(PLAN), null);
assert.equal(batchCloseNote({ ...PLAN, review_required: true }), REPLACE_NOTE);
assert.equal(REPLACE_NOTE, 'Replacing tags needs a review of each image. Use Preview tagging review, or choose Skip or Merge for a batch run.');
assert.equal(batchCloseNote({ ...PLAN, model: { ...PLAN.model, downloaded: false } }), 'WD14 SwinV2 is not downloaded. Download it first.');
assert.equal(batchCloseNote({ ...PLAN, disk: { free_bytes: 2 ** 20, required_bytes: 2 ** 21, sufficient: false } }),
'Not enough free disk space: the safety backup needs about 2.0 MB and 1.0 MB is free. Nothing is written until there is room.');
assert.equal(batchCloseNote({ ...PLAN, prompts: 0, to_tag: 0 }), NO_LINKED_IMAGES);
assert.equal(batchCloseNote({ ...PLAN, to_tag: 0 }), NOTHING_TO_TAG);
assert.equal(NOTHING_TO_TAG, 'Every prompt with an output image is already tagged.');
});
test('showBatchPlan opens the review with the backup box, or the Cancel-only review', async () => {
const { showBatchPlan, REVIEW_TITLE, BATCH_SENTENCE } = await tagging;
const { createScope } = await coreModule;
const scope = createScope();
const reviews = [];
const closed = [];
const started = [];
const options = { values: HOST, scope, activity: { start: async (kind, body) => { started.push([kind, body]); return { job: { id: 'b1' } }; } },
notify: () => {}, navigate: () => {}, openReview: review => reviews.push(review), openCloseOnly: review => closed.push(review) };
showBatchPlan(PLAN, options);
assert.equal(reviews.length, 1);
const [review] = reviews;
assert.equal(review.title, REVIEW_TITLE);
assert.equal(review.title, 'Review tag output images');
assert.equal(review.heading, 'Tag output images');
assert.equal(review.sentence, BATCH_SENTENCE);
assert.equal(review.primary.label, 'Start tagging');
assert.equal(review.cancelLabel, 'Cancel');
assert.equal(review.backup.copy.heading, 'Back up the database first (recommended)');
await review.onStart();
assert.deepEqual(started, [['autotag', { model_type: 'wd14-swinv2', existing: 'skip',
options: { general_threshold: 0.35, character_threshold: 0.85 } }]]);
showBatchPlan({ ...PLAN, backup: { policy: 'off' } }, options);
assert.equal(reviews[1].backup, null);
showBatchPlan({ ...PLAN, review_required: true }, options);
assert.equal(closed.length, 1);
assert.equal(closed[0].note.startsWith('Replacing tags needs a review'), true);
assert.equal(closed[0].grid[0][0], 'Model');
scope.dispose();
});
test('Tag output images › Review previews the drafts, else says why; a refused preview is toasted', async () => {
let refuse = null;
const post = url => {
if (refuse) throw refuse;
assert.equal(url, '/prompt_manager/autotag/batch/preview');
return PLAN;
};
const { dom, scope, button, byId, calls } = await mounted({ post });
try {
const review = button('Review');
assert.equal(review.getAttribute('aria-disabled'), null);
await review.dispatch('click');
await tick();
assert.deepEqual(calls.post, [['/prompt_manager/autotag/batch/preview', { model_type: 'wd14-swinv2', existing: 'skip' }]]);
assert.equal(calls.shown.length, 1);
assert.equal(calls.shown[0][0], PLAN);
assert.deepEqual(calls.shown[0][1].values, HOST);
assert.equal(review.textContent, 'Review');
refuse = Object.assign(new Error('busy'), { code: 'busy', running: { id: 'r1', title: 'Optimize database' } });
await review.dispatch('click');
await tick();
assert.deepEqual(calls.toasts.at(-1), ['Another job is running: ', { text: 'Optimize database', href: '#/activity/r1' }, '.']);
refuse = new Error('offline');
await review.dispatch('click');
await tick();
assert.equal(calls.toasts.at(-1), 'The plan could not be reviewed. Nothing was changed.');
// A model that is not on disk cannot be reviewed: the button explains instead.
byId('tag-model').value = 'wd14-vit'; await byId('tag-model').dispatch('change');
assert.equal(review.getAttribute('aria-disabled'), 'true');
await review.dispatch('click');
assert.equal(calls.toasts.at(-1), 'WD14 ViT is not downloaded. Download it first.');
assert.equal(calls.post.length, 3);
} finally { scope.dispose(); dom.restore(); }
});
test('settingRefusal marks only an Auto-tagging save\'s plain 400 as invalid-setting (CUJ 2a)', async () => {
const { settingRefusal } = await import('../../web/js/workspace/system.mjs');
const refusal = (extra = {}) => Object.assign(new Error('General-tag confidence must be between 0 and 1.'),
{ status: 400, refused: true, code: null, ...extra });
const tagging = { autotag_general_threshold: 1.5, expected_revision: 'sha256:one' };
assert.equal(settingRefusal(refusal(), tagging).code, 'invalid-setting');
// Another section's refusal keeps the generic copy, even with a plain 400.
const other = refusal({ message: 'Result timeout must be between 0 and 300.' });
assert.equal(settingRefusal(other, { result_timeout: 999, expected_revision: 'sha256:one' }).code, null);
assert.equal(settingRefusal(refusal(), undefined).code, null);
for (const extra of [{ status: 409 }, { refused: false }, { code: 'jxl-unavailable' }]) {
assert.notEqual(settingRefusal(refusal(extra), tagging).code, 'invalid-setting');
}
assert.equal(settingRefusal(undefined, tagging), undefined);
});
test('a part-downloaded GGUF offers Download again', async () => {
const { downloadLabel, partlyDownloaded } = await tagging;
const partial = MODELS.models.gguf;
assert.equal(partlyDownloaded('gguf', partial), true);
assert.equal(downloadLabel('gguf', partial), 'Download again');
assert.equal(downloadLabel('gguf', { ...partial, model_exists: false }), 'Download');
assert.equal(downloadLabel('hf', MODELS.models.hf), 'Download');
assert.equal(downloadLabel('wd14-swinv2', MODELS.models['wd14-swinv2']), 'Download again');
assert.equal(partlyDownloaded('hf', { model_exists: true, mmproj_exists: false }), false);
const { dom, scope, byId, button, description } = await mounted();
try {
byId('tag-model').value = 'gguf'; await byId('tag-model').dispatch('change');
assert.equal(description(), 'Partly downloaded. Download again to finish.');
assert.ok(button('Download again'));
} finally { scope.dispose(); dom.restore(); }
});
test('the disk note says what is short in the server\'s words, and guesses no unknown byte counts', async () => {
const { diskShortNote, DISK_SHORT_UNKNOWN } = await tagging;
assert.equal(diskShortNote({ required_bytes: 3 * 2 ** 20, free_bytes: 2 ** 19, sufficient: false }),
'Not enough free disk space: the safety backup needs about 3.0 MB and 0.5 MB is free. Nothing is written until there is room.');
for (const disk of [{ required_bytes: NaN, free_bytes: 1 }, { required_bytes: 1, free_bytes: Infinity }, { required_bytes: -1, free_bytes: 1 },
{ required_bytes: '1', free_bytes: 1 }, null]) {
assert.equal(diskShortNote(disk), DISK_SHORT_UNKNOWN);
}
assert.equal(DISK_SHORT_UNKNOWN, 'Not enough free disk space for the safety backup. Nothing is written until there is room.');
assert.ok(!diskShortNote({ required_bytes: 1, free_bytes: 0 }).includes('apply'));
});
test('a drafts repaint never re-enables Download while its start is in flight', async () => {
let answer;
const start = () => new Promise(resolve => { answer = resolve; });
const { dom, scope, byId, button, calls } = await mounted({ start });
try {
const download = button('Download again');
const pressed = download.dispatch('click');
await tick();
assert.equal(download.getAttribute('aria-disabled'), 'true');
byId('tag-existing').value = 'merge'; await byId('tag-existing').dispatch('change');
assert.equal(download.getAttribute('aria-disabled'), 'true');
// A second press while it starts is ignored.
await download.dispatch('click');
assert.equal(calls.started.length, 1);
answer({ job: { id: 'd1' } });
await pressed;
assert.equal(download.getAttribute('aria-disabled'), null);
assert.deepEqual(calls.navigated, ['#/activity/d1']);
} finally { scope.dispose(); dom.restore(); }
});
test('an Unload that found nothing loaded says nothing and reads the status again', async () => {
const { dom, scope, button, calls } = await mounted({ models: { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2' },
post: () => ({ success: true, message: 'No model was loaded' }) });
try {
await button('Unload').dispatch('click');
assert.deepEqual(calls.toasts, []);
assert.equal(calls.get.length, 2);
} finally { scope.dispose(); dom.restore(); }
});
test('an unknown saved engine has its own reason', async () => {
const { UNKNOWN_MODEL } = await tagging;
const { dom, scope, button, calls } = await mounted({ host: { ...HOST, autotag_model_type: 'wd14-convnext' } });
try {
await button('Preview tagging review').dispatch('click');
await button('Download').dispatch('click');
await button('Review').dispatch('click');
assert.deepEqual(calls.toasts, [UNKNOWN_MODEL, UNKNOWN_MODEL, UNKNOWN_MODEL]);
assert.equal(UNKNOWN_MODEL, 'The saved tagging model is not one of these engines. Choose one and save preferences.');
assert.deepEqual(calls.started, []);
} finally { scope.dispose(); dom.restore(); }
});
test('a review whose dialog fails to open is toasted, not lost', async () => {
const { dom, scope, button, calls } = await mounted({ post: () => PLAN });
try {
calls.shown.push = () => { throw new Error('dialog failed'); };
await button('Review').dispatch('click');
await tick();
assert.equal(calls.toasts.at(-1), 'The plan could not be reviewed. Nothing was changed.');
assert.equal(button('Review').getAttribute('aria-disabled'), null);
} finally { scope.dispose(); dom.restore(); }
});
test('a status read, an unload and a preview that finish after the section left do nothing', async () => {
const { mountTagging } = await tagging;
const { createSystemDrafts } = await stateModule;
const { createScope } = await coreModule;
const dom = fakeDOM();
const pending = [];
const later = value => new Promise(resolve => pending.push(() => resolve(value)));
const drafts = createSystemDrafts({ readBrowser: () => ({}), readRuntime: () => ({}),
readHost: async () => ({ values: HOST, revision: 'sha256:one' }), writeBrowser: async () => ({}), writeHost: async () => ({}),
writeRuntime: async () => ({}) });
await drafts.load('host');
const scope = createScope();
const toasts = [];
const shown = [];
let gets = 0;
const loaded = { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2',
models: { ...MODELS.models, 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB', { loaded: true }) } };
const api = { get: () => { gets += 1; return gets === 1 ? Promise.resolve(loaded) : later(MODELS); }, post: url => later(url.endsWith('/unload') ? { success: true, model_loaded: false } : PLAN) };
const [surface] = mountTagging(null, { api, activity: {}, scope, drafts, notify: text => toasts.push(text), navigate: () => {},
selected: () => IMAGE, openTagging: () => {}, show: plan => shown.push(plan) });
try {
await tick();
const find = label => dom.find(surface, node => node.tagName === 'BUTTON' && node.textContent === label);
const description = () => dom.find(surface, node => node.id === 'tag-model').parentNode.children[0].children[1].textContent;
assert.equal(description(), 'Downloaded and loaded.');
const unloading = find('Unload').dispatch('click');
const reviewing = find('Review').dispatch('click');
await tick();
scope.dispose();
for (const settle of pending.splice(0)) settle();
await unloading;
await reviewing;
await tick();
for (const settle of pending.splice(0)) settle();
await tick();
assert.deepEqual(toasts, []);
assert.deepEqual(shown, []);
// The status read after the unload never reached the page either.
assert.equal(description(), 'Downloaded and loaded.');
assert.equal(dom.listenerCount(), 0);
} finally { dom.restore(); }
});
-5
View File
@@ -841,11 +841,6 @@ test('openReviewDialog lays out heading, grid, options, sentence, backup box and
[['dt', 'dd'], 'Scope', '2 stale image links'], [['dt', 'dd'], 'Media on disk', 'No source files removed']]);
review.setValue('Scope', '3 stale image links');
assert.equal(grid.children[0].children[1].textContent, '3 stale image links');
// #355: a row's hover title (the LoRA review's settings file); an unknown term changes nothing.
review.setTitle('Media on disk', '~/settings.json');
review.setTitle('Absent', 'x');
review.setValue('Absent', 'x');
assert.equal(grid.children[1].children[1].title, '~/settings.json');
const actions = byId(dom, 'modal-body').children.at(-1);
assert.deepEqual(actions.children.map(node => [node.textContent, node.className]),
[['Cancel', ''], ['Apply reviewed operation', 'ca-primary']]);
+10 -29
View File
@@ -33,9 +33,7 @@ written next to it (TESTING.md "Time limits and hangs").
import argparse
import faulthandler
import os
import shutil
import sys
import tempfile
import unittest
from pathlib import Path
@@ -43,9 +41,6 @@ DEFAULT_PER_TEST_LIMIT = 120
DEFAULT_SHUTDOWN_LIMIT = 120
NO_TESTS_EXIT = 5
USAGE_EXIT = 2
# LoraManager's settings-folder override (#355): every test reads an empty,
# disposable LoraManager settings folder, never the developer's real one.
LORA_MANAGER_SETTINGS_ENV = "LORA_MANAGER_SETTINGS_DIR"
class LimitError(ValueError):
@@ -120,16 +115,6 @@ def parse_args(argv):
return parser.parse_args(argv)
def isolate_lora_manager_settings():
"""Point LoraManager's settings lookup at a fresh temporary folder.
Returns the folder; the caller removes it when the run ends.
"""
folder = tempfile.mkdtemp(prefix="pm-lora-settings-")
os.environ[LORA_MANAGER_SETTINGS_ENV] = folder
return folder
def main(argv=None):
args = parse_args(sys.argv[1:] if argv is None else argv)
# Keep the real stderr: a test may replace sys.stderr, and the watchdog
@@ -143,20 +128,16 @@ def main(argv=None):
return USAGE_EXIT
faulthandler.dump_traceback_later(per_test_limit, exit=True, file=stream)
settings_folder = isolate_lora_manager_settings()
try:
start = os.path.abspath(args.start_directory)
suite = unittest.TestLoader().discover(start, args.pattern, top_level_dir=start)
runner = unittest.TextTestRunner(
stream=stream,
verbosity=args.verbosity,
# As unittest.main does: show warnings unless -W/PYTHONWARNINGS set them.
warnings=None if sys.warnoptions else "default",
resultclass=make_result_class(stream, per_test_limit, shutdown_limit),
)
result = runner.run(suite)
finally:
shutil.rmtree(settings_folder, ignore_errors=True)
start = os.path.abspath(args.start_directory)
suite = unittest.TestLoader().discover(start, args.pattern, top_level_dir=start)
runner = unittest.TextTestRunner(
stream=stream,
verbosity=args.verbosity,
# As unittest.main does: show warnings unless -W/PYTHONWARNINGS set them.
warnings=None if sys.warnoptions else "default",
resultclass=make_result_class(stream, per_test_limit, shutdown_limit),
)
result = runner.run(suite)
if result.testsRun == 0 and not result.skipped:
return NO_TESTS_EXIT
return 0 if result.wasSuccessful() else 1
+1 -1
View File
@@ -36,7 +36,7 @@ SUGGEST = "/prompt_manager/image-annotations/suggest"
WAIT = 30.0
WD14 = {"general_threshold": 0.35, "character_threshold": 0.85}
LLM = {"instructions": "Generate tags."}
UNAVAILABLE = "Download it in System › Auto-tagging."
UNAVAILABLE = "Download it from the legacy Auto-tag page."
SCORED = [("sandstone", 0.98), ("desert", 0.96)] + [
(f"tag_{i:03d}", round(0.9 - i * 0.005, 4)) for i in range(150)
-2
View File
@@ -1145,10 +1145,8 @@ class TestEnvelopes(AnnotationAPITestCase):
sorted(await self.json_of(resp)),
[
"default_prompt",
"existing", # #328 adds the saved batch policy and model
"loaded_model_type",
"model_loaded",
"model_type",
"models",
"success",
"suggestion_limit", # B2 adds it (D68); nothing else changes
+3 -1066
View File
File diff suppressed because it is too large Load Diff
+18 -1352
View File
File diff suppressed because it is too large Load Diff
-183
View File
@@ -1,12 +1,9 @@
"""Native library endpoints use bounded cursors and rooted media identities."""
import json
import os
import unittest
from unittest.mock import patch
from utils.hashing import generate_prompt_hash
try:
from test_api_images import ImageAPITestCase, make_png
except ImportError:
@@ -981,186 +978,6 @@ class TestLibraryAPI(ImageAPITestCase):
self.assertNotIn("literal", json.dumps(result))
class TestLibraryLoraMedia(ImageAPITestCase):
"""#355 (G6): media a LoRA import linked outside the output folders shows
on the Library page and opens in the inspector while the integration is on."""
async def setUpAsync(self):
await super().setUpAsync()
import tempfile
from pathlib import Path
self._lora_tmp = tempfile.TemporaryDirectory(ignore_cleanup_errors=True)
self.addCleanup(self._lora_tmp.cleanup)
self.lora_dir = Path(self._lora_tmp.name).resolve() / "sidecars"
self.lora_dir.mkdir()
self.lora_on = True
self.api._lora_image_dirs = lambda: [self.lora_dir] if self.lora_on else []
async def get(self, path="", **params):
response = await self.client.get(
"/prompt_manager/library" + path, params=params
)
return response, await response.json()
def _imported(self):
"""A LoRA prompt linked like the import links it: the cover first."""
still = make_png(self.lora_dir / "abc" / "cover.png")
video = self.lora_dir / "abc" / "clip.mp4"
video.write_bytes(b"video")
self.api.db.replace_category_prompts(
"lora-manager",
[
{
"name": "neon",
"text": "neon street",
"hash": generate_prompt_hash("neon street"),
"tags": ["lora-manager"],
"images": [str(still), str(video)],
}
],
)
positive = self.api.db.search_prompts(category="lora-manager")[0]["id"]
ids = {
os.path.basename(row["image_path"]): row["id"]
for row in self.api.db.get_prompt_images(positive)
}
return positive, ids
async def test_list_previews_show_linked_lora_media_cover_first(self):
positive, _ids = self._imported()
response, result = await self.get()
self.assertEqual(response.status, 200, result)
item = next(i for i in result["items"] if i["id"] == positive)
previews = item["previews"]
self.assertEqual([p["filename"] for p in previews], ["cover.png", "clip.mp4"])
# The media keeps the rooted identity every workspace view checks; no
# preview is made inside LoraManager's folders, so the card loads the
# original and a video shows its label.
self.assertEqual({p["root_index"] for p in previews}, {1})
self.assertTrue(
all(
p["url"].startswith("/prompt_manager/images/serve/abc/")
for p in previews
)
)
self.assertEqual([p["thumbnail_url"] for p in previews], [None, None])
self.assertEqual([p["is_video"] for p in previews], [False, True])
self.assertEqual([p["linked_only"] for p in previews], [True, True])
self.assertNotIn(str(self.lora_dir), json.dumps(result))
file = await self.client.get(previews[0]["url"])
self.assertEqual(file.status, 200)
await file.read()
self.assertFalse((self.lora_dir / "thumbnails").exists())
async def test_detail_and_images_page_list_lora_media(self):
positive, _ids = self._imported()
make_png(self.output_dir / "out.png")
_, detail = await self.get(f"/{positive}")
self.assertEqual(
[p["filename"] for p in detail["positive"]["previews"]],
["cover.png", "clip.mp4"],
)
_, page = await self.get(f"/{positive}/images")
self.assertEqual(
[i["filename"] for i in page["images"]], ["cover.png", "clip.mp4"]
)
# No favorite star: favorites belong to output listings.
self.assertNotIn("favorite", page["images"][0])
self.assertTrue(page["images"][0]["linked_only"])
async def test_inspector_reads_lora_media_by_its_root(self):
positive, _ids = self._imported()
_, page = await self.get(f"/{positive}/images")
image = page["images"][0]
response = await self.client.get(
"/prompt_manager/images/inspect/" + image["path"],
params={
"root": str(image["root_index"]),
"root_scope": image["root_scope"],
},
)
self.assertEqual(response.status, 200, await response.text())
async def test_the_inspector_reads_only_linked_files_under_a_lora_root(self):
# Security review: a LoRA root exposes only the files the import linked.
self._imported()
make_png(self.lora_dir / "abc" / "unlinked.png")
scope = self.api._gallery_root_scope(self.lora_dir, 1)
for name, status in (("unlinked.png", 403), ("cover.png", 200)):
with self.subTest(name=name):
response = await self.client.get(
"/prompt_manager/images/inspect/abc/" + name,
params={"root": "1", "root_scope": scope},
)
self.assertEqual(response.status, status, await response.text())
async def test_only_recorded_lora_media_is_served_by_path(self):
self._imported()
make_png(self.lora_dir / "abc" / "unlinked.png")
served = await self.client.get(
"/prompt_manager/images/serve/abc/cover.png", params={"root": "1"}
)
self.assertEqual(served.status, 200)
await served.read()
unlinked = await self.client.get(
"/prompt_manager/images/serve/abc/unlinked.png", params={"root": "1"}
)
self.assertEqual(unlinked.status, 403)
preview = await self.client.get(
"/prompt_manager/images/serve/thumbnails/abc/cover_thumb.webp",
params={"root": "1"},
)
self.assertEqual(preview.status, 403)
self.assertFalse((self.lora_dir / "thumbnails").exists())
# Without a root, only the output folders are searched.
unrooted = await self.client.get("/prompt_manager/images/serve/abc/cover.png")
self.assertEqual(unrooted.status, 404)
async def test_a_download_recorded_through_a_symlinked_cache_is_served(self):
from pathlib import Path
real = self.lora_dir.parent / "real-cache"
real.mkdir()
link = self.lora_dir.parent / "cache-link"
try:
os.symlink(real, link, target_is_directory=True)
except (OSError, NotImplementedError):
self.skipTest("symlinks are not available here")
self.api._lora_image_dirs = lambda: [link]
image = make_png(real / "neon" / "a1b2.jpg")
stored = str(link / "neon" / "a1b2.jpg")
positive = self._save_prompt("downloaded")
self.api.db.link_image_to_prompt(positive, stored)
_, page = await self.get(f"/{positive}/images")
self.assertEqual([i["filename"] for i in page["images"]], [image.name])
served = await self.client.get(page["images"][0]["url"])
self.assertEqual(served.status, 200)
await served.read()
self.assertTrue(Path(stored).is_file())
async def test_a_malformed_root_is_refused_not_an_error(self):
response = await self.client.get(
"/prompt_manager/images/serve/abc/cover.png", params={"root": "\u00b2"}
)
self.assertEqual(response.status, 403)
async def test_lora_media_is_hidden_while_the_integration_is_off(self):
positive, _ids = self._imported()
self.lora_on = False
_, result = await self.get()
item = next(i for i in result["items"] if i["id"] == positive)
self.assertEqual(item["previews"], [])
response = await self.client.get(
"/prompt_manager/images/inspect/abc/cover.png", params={"root": "1"}
)
self.assertEqual(response.status, 400)
served = await self.client.get(
"/prompt_manager/images/serve/abc/cover.png", params={"root": "1"}
)
self.assertEqual(served.status, 403)
class TestNameCursorBudget(unittest.TestCase):
def test_lru_byte_budget_scope_and_oversize_keys_are_bounded(self):
from py.api.library import _NameCursorStore
+18 -83
View File
@@ -70,16 +70,8 @@ class LoraAPITestCase(AioHTTPTestCase):
# Never the repository's config.json (live user data): every save in
# these tests goes to a file in this test's temp directory.
self.config_file = self.tmp_root / "config.json"
# Never the developer's LoraManager settings either (#355): an empty
# settings folder of this test's own.
self.lm_settings = self.tmp_root / "lora-manager-settings"
self.lm_settings.mkdir()
self._env_patch = patch.dict(
os.environ,
{
"PROMPT_MANAGER_CONFIG_PATH": str(self.config_file),
"LORA_MANAGER_SETTINGS_DIR": str(self.lm_settings),
},
os.environ, {"PROMPT_MANAGER_CONFIG_PATH": str(self.config_file)}
)
self._env_patch.start()
@@ -202,8 +194,6 @@ def _make_lora_manager(where):
def _write_metadata(directory, stem, words=None, images=None, prompt=None):
"""A LoraManager sidecar beside its model, as LoraManager names them:
``<stem>.metadata.json`` next to ``<stem>.safetensors`` (#355)."""
meta = {"file_name": f"{stem}.safetensors", "model_name": stem, "civitai": {}}
if words is not None:
meta["civitai"]["trainedWords"] = words
@@ -211,8 +201,7 @@ def _write_metadata(directory, stem, words=None, images=None, prompt=None):
meta["civitai"]["images"] = [
{"url": url, "meta": {"prompt": prompt} if prompt else {}} for url in images
]
(directory / f"{stem}.safetensors").write_bytes(b"model")
path = directory / f"{stem}.metadata.json"
path = directory / f"{stem}.safetensors.metadata.json"
path.write_text(json.dumps(meta))
return path
@@ -311,7 +300,9 @@ class TestLoraEnableRoute(LoraAPITestCase):
_write_metadata(loras, "neon", words=["glow"])
self.detect_mock.return_value = str(lm)
with patch.object(lora_utils, "default_lora_roots", return_value=[str(loras)]):
with patch.object(
lora_utils, "find_lora_directories", return_value=[str(loras)]
):
resp = await self._post_json(
"/prompt_manager/lora/enable",
{
@@ -857,7 +848,9 @@ class TestLoraScanRoute(LoraAPITestCase):
cache_dir = self.tmp_root / "img_cache"
with (
patch.object(lora_utils, "default_lora_roots", return_value=[str(loras)]),
patch.object(
lora_utils, "find_lora_directories", return_value=[str(loras)]
),
patch.object(
lora_utils, "get_lora_image_cache_dir", return_value=cache_dir
),
@@ -876,18 +869,6 @@ class TestLoraScanRoute(LoraAPITestCase):
resp = await self.client.request("POST", "/prompt_manager/lora/scan")
self.assertEqual(resp.status, 400)
async def test_a_finished_scan_clears_the_layout_cache(self):
# #362: the legacy scan replaces through the same method.
self._enable()
loras = self.tmp_root / "loras"
loras.mkdir()
_write_metadata(loras, "plain")
(loras / "plain.png").write_bytes(_png_bytes())
with patch("py.lora_utils.clear_layout_cache") as clear:
resp, events, _calls = await self._scan(loras)
self.assertEqual(events[-1]["type"], "complete", events)
clear.assert_called_once_with()
async def test_scan_imports_loras_with_images_and_links_existing(self):
self._enable()
loras = self.tmp_root / "loras"
@@ -899,10 +880,9 @@ class TestLoraScanRoute(LoraAPITestCase):
images=["https://civitai.com/a.png", "https://evil.example/b.png"],
prompt="neon street",
)
# No local image: its CivitAI images are downloaded (#355).
(loras / "neon.png").write_bytes(_png_bytes())
_write_metadata(loras, "plain")
(loras / "broken.metadata.json").write_text("{{{")
(loras / "broken.safetensors").write_bytes(b"model")
existing_id = self.api.db.save_prompt(
text="plain",
category=None,
@@ -930,56 +910,8 @@ class TestLoraScanRoute(LoraAPITestCase):
self.assertEqual(imported[0]["text"], "neon street")
self.assertIn("lora:neon", imported[0]["tags"])
self.assertIn("glow", imported[0]["tags"])
self.assertEqual(len(self.api.db.get_prompt_images(imported[0]["id"])), 1)
self.assertEqual(len(self.api.db.get_prompt_images(imported[0]["id"])), 2)
self.assertEqual(len(self.api.db.get_prompt_images(existing_id)), 0)
# The unreadable sidecar is reported by its file name.
statuses = [e.get("status") for e in events if e.get("processed")]
self.assertIn("broken.metadata.json", statuses)
async def test_scan_links_local_media_without_downloading(self):
self._enable()
loras = self.tmp_root / "loras"
loras.mkdir()
_write_metadata(
loras, "neon", images=["https://civitai.com/a.png"], prompt="neon street"
)
(loras / "neon.preview.webp").write_bytes(b"x")
resp, events, opener_calls = await self._scan(loras)
self.assertEqual(events[-1]["imported"], 1)
self.assertEqual(opener_calls, [])
imported = self.api.db.search_prompts(category="lora-manager")
images = self.api.db.get_prompt_images(imported[0]["id"])
self.assertEqual(
[os.path.basename(i["image_path"]) for i in images], ["neon.preview.webp"]
)
async def test_scan_reports_unusable_settings_without_replacing(self):
self._enable()
loras = self.tmp_root / "loras"
loras.mkdir()
_write_metadata(loras, "neon")
(self.lm_settings / "settings.json").write_text("{not json")
old_id = self.api.db.save_prompt(
text="kept",
category="lora-manager",
tags=[],
rating=None,
prompt_hash=generate_prompt_hash("kept"),
)
resp, events, _ = await self._scan(loras)
self.assertEqual(resp.status, 200)
self.assertEqual(events[-1]["type"], "error")
self.assertEqual(
events[-1]["message"],
"LoraManager settings: not usable: the settings file is not valid "
"JSON. Nothing was changed.",
)
kept = self.api.db.search_prompts(category="lora-manager")
self.assertEqual([p["id"] for p in kept], [old_id])
async def test_save_failure_is_counted_as_skipped(self):
self._enable()
@@ -1017,7 +949,9 @@ class TestLoraTriggerWordRoutes(LoraAPITestCase):
loras.mkdir()
_write_metadata(loras, "neon", words=["glow", "bright"])
with patch.object(lora_utils, "default_lora_roots", return_value=[str(loras)]):
with patch.object(
lora_utils, "find_lora_directories", return_value=[str(loras)]
):
resp = await self.client.request(
"GET", "/prompt_manager/lora/trigger-words?name=NEON"
)
@@ -1051,16 +985,17 @@ class TestLoraTriggerWordRoutes(LoraAPITestCase):
loras.mkdir()
_write_metadata(loras, "neon", words=["glow"])
with patch.object(lora_utils, "default_lora_roots", return_value=[str(loras)]):
with patch.object(
lora_utils, "find_lora_directories", return_value=[str(loras)]
):
resp = await self.client.request(
"POST", "/prompt_manager/lora/refresh-cache"
)
data = await resp.json()
self.assertTrue(data["success"])
# Keyed by the model name and the sidecar name, which are the same
# for LoraManager's alongside layout.
self.assertEqual(data["loras_with_trigger_words"], 1)
# keyed by both the file_name stem and the metadata-file stem
self.assertEqual(data["loras_with_trigger_words"], 2)
async def test_refresh_error_is_500(self):
IntegrationConfig.LORA_MANAGER_ENABLED = True
-1
View File
@@ -188,7 +188,6 @@ class TestWorkspaceImages(ImageAPITestCase):
newest = self.api._workspace_order_cache[key][1]["newest"]
favorites = self.api._favorite_listing_cache[str(self.output_dir)]
record.walked_at -= gallery_listing.REFRESH_AFTER + 1
record.last_started_at -= gallery_listing.REFRESH_AFTER + 1
with patch.object(
self.api,
"_scan_gallery_files_sync",
+12 -29
View File
@@ -19,15 +19,8 @@ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from PIL import Image
# py.autotag reads its saved defaults from py.config, which imports ComfyUI's
# ``server`` at load: stand in for it when this module runs alone.
_mock_server = MagicMock()
_mock_server.PromptServer.instance.routes = MagicMock()
sys.modules.setdefault("server", _mock_server)
from py import autotag # noqa: E402
from py.autotag import MODELS, AutoTagService # noqa: E402
from py.config import AutotagConfig # noqa: E402
from py import autotag
from py.autotag import MODELS, AutoTagService
@contextlib.contextmanager
@@ -261,19 +254,12 @@ class TestWd14Thresholding(EngineTestCase):
self.assertEqual(list(feeds.keys()), ["input"])
self.assertEqual(tuple(feeds["input"].shape), (1, 8, 8, 3))
def test_service_thresholds_are_the_saved_defaults(self):
# #328: one configuration; the service has no thresholds of its own.
service = self._loaded([0.9, 0.3, 0.8, 0.99, 0.99, 0.5])
with (
patch.object(AutotagConfig, "GENERAL_THRESHOLD", 0.25),
patch.object(AutotagConfig, "CHARACTER_THRESHOLD", 0.75),
):
self.assertEqual(
(service.wd14_general_threshold, service.wd14_character_threshold),
(0.25, 0.75),
)
tags = service.generate_tags(str(self.image_path))
self.assertEqual(tags, ["1girl", "hatsune_miku", "long_hair", "smile"])
def test_service_threshold_setters_clamp(self):
service = self._loaded([0.0] * 6)
service.wd14_general_threshold = 1.7
service.wd14_character_threshold = -2
self.assertEqual(service.wd14_general_threshold, 1.0)
self.assertEqual(service.wd14_character_threshold, 0.0)
class TestGgufNormalisation(EngineTestCase):
@@ -383,13 +369,10 @@ class TestTagSuggestions(EngineTestCase):
def test_thresholds_default_to_the_service_values(self):
service = self._wd14()
with (
patch.object(AutotagConfig, "GENERAL_THRESHOLD", 0.95),
patch.object(AutotagConfig, "CHARACTER_THRESHOLD", 0.95),
):
suggestions = service.generate_tag_suggestions(
str(self.image_path), limit=10
)
service.wd14_general_threshold = 0.95
service.wd14_character_threshold = 0.95
suggestions = service.generate_tag_suggestions(str(self.image_path), limit=10)
self.assertEqual(suggestions, [("sandstone", 0.98), ("desert", 0.96)])
-16
View File
@@ -79,21 +79,5 @@ class TestBrowserServerLifetime(unittest.TestCase):
process.wait(timeout=1)
class TestBrowserServerLoraIsolation(unittest.TestCase):
"""#355: page tests never read the developer's LoraManager settings."""
def test_settings_folder_is_inside_the_server_root(self):
from unittest.mock import patch
from tests.browser.server import isolate_lora_manager_settings
with tempfile.TemporaryDirectory() as root:
with patch.dict(os.environ, {"LORA_MANAGER_SETTINGS_DIR": "/real/one"}):
folder = isolate_lora_manager_settings(Path(root))
self.assertEqual(os.environ["LORA_MANAGER_SETTINGS_DIR"], str(folder))
self.assertEqual(folder.parent, Path(root))
self.assertTrue(folder.is_dir())
if __name__ == "__main__":
unittest.main()
+2 -125
View File
@@ -413,21 +413,9 @@ class TestAutotagConfig(unittest.TestCase):
self.config_class = getattr(config_module, "AutotagConfig", None)
self.assertIsNotNone(self.config_class, "AutotagConfig is not implemented")
self._orig = PromptManagerConfig.get_config()
self._defaults = {
attr: getattr(self.config_class, attr, None)
for attr in (
"MODEL_TYPE",
"EXISTING",
"GENERAL_THRESHOLD",
"CHARACTER_THRESHOLD",
"TEMPLATE",
"SUGGESTION_LIMIT",
)
}
def tearDown(self):
for attr, value in self._defaults.items():
setattr(self.config_class, attr, value)
self.config_class.SUGGESTION_LIMIT = 10
PromptManagerConfig.update_config(self._orig)
def _load(self, value):
@@ -458,23 +446,8 @@ class TestAutotagConfig(unittest.TestCase):
self.assertEqual(self.config_class.suggestion_limit(), 10)
self.assertEqual(
PromptManagerConfig.get_config()["autotag"],
{
"defaults": {
"model_type": "wd14-swinv2",
"existing": "skip",
"general_threshold": 0.35,
"character_threshold": 0.85,
"suggestion_limit": 10,
}
},
{"defaults": {"suggestion_limit": 10}},
)
# The built-in template is not written; a saved one is.
self.config_class.TEMPLATE = "Saved."
self.assertEqual(
PromptManagerConfig.get_config()["autotag"]["defaults"]["template"],
"Saved.",
)
self.config_class.TEMPLATE = config_module.DEFAULT_TAG_TEMPLATE
with tempfile.TemporaryDirectory() as tmpdir:
path = os.path.join(tmpdir, "config.json")
PromptManagerConfig.update_config(
@@ -493,102 +466,6 @@ class TestAutotagConfig(unittest.TestCase):
)
self.assertEqual(self.config_class.suggestion_limit(), value)
def test_autotag_defaults_fall_back_per_key_on_load(self):
"""#328: each saved tagging default is checked alone on load; a bad
hand-edited value falls back to its default with one warning and
leaves the other keys as saved."""
good = {
"model_type": "gguf",
"existing": "merge",
"general_threshold": 0.4,
"character_threshold": 0.7,
"template": "Tags only.",
"suggestion_limit": 15,
}
fallback = {
"model_type": "wd14-swinv2",
"existing": "skip",
"general_threshold": 0.35,
"character_threshold": 0.85,
"template": config_module.DEFAULT_TAG_TEMPLATE,
"suggestion_limit": 10,
}
bad_values = {
"model_type": ["wd14-convnext", 3, None],
"existing": ["replace", "", True],
# #369: a saved threshold off the 0.05 step no page can show.
"general_threshold": [1.5, -0.1, float("nan"), "0.4", True, 0.37],
"character_threshold": [2, float("inf"), None, 0.33],
# 4000 characters are at most 16,000 UTF-8 bytes, so the 16 KiB
# byte cap can only be met past the character cap.
"template": ["", " ", "x" * 4001, "\U0001f600" * 4097, "\ud800", 7],
}
for key, values in bad_values.items():
for value in values:
with self.subTest(key=key, value=value):
saved = dict(good, **{key: value})
with tempfile.TemporaryDirectory() as tmpdir:
path = os.path.join(tmpdir, "config.json")
with open(path, "w") as f:
json.dump({"autotag": {"defaults": saved}}, f)
with self.assertLogs(
"prompt_manager.config", level="WARNING"
) as logs:
PromptManagerConfig.load_from_file(path)
self.assertEqual(len(logs.records), 1, logs.output)
self.assertIn(f"autotag.defaults.{key}", logs.output[0])
loaded = {
k: getattr(self.config_class, attr)
for k, (attr, _v, _d) in self.config_class._KEYS.items()
}
self.assertEqual(loaded, dict(good, **{key: fallback[key]}))
def test_tagging_validators_moved_with_their_messages(self):
validate_threshold = config_module.validate_threshold
validate_template = config_module.validate_template
self.assertEqual(validate_threshold("general_threshold", 1), 1.0)
for value, message in (
(float("nan"), "general_threshold must be a finite number"),
("0.4", "general_threshold must be a finite number"),
(1.01, "general_threshold must be between 0 and 1"),
):
with self.assertRaises(ValueError) as caught:
validate_threshold("general_threshold", value)
self.assertEqual(str(caught.exception), message)
self.assertEqual(validate_template("Tags."), "Tags.")
for value, message in (
(" ", "instructions must be non-empty text"),
("x" * 4001, "instructions must be at most 4000 characters"),
("\ud800", "instructions must be valid Unicode text"),
):
with self.assertRaises(ValueError) as caught:
validate_template(value)
self.assertEqual(str(caught.exception), message)
self.assertEqual(
config_module.MODEL_TYPES, {"gguf", "hf", "wd14-swinv2", "wd14-vit"}
)
def test_saved_threshold_is_a_multiple_of_the_step(self):
"""#369: every page shows the thresholds in steps of 0.05, so a saved
one must be on that grid; it is stored exactly on it."""
from py.tagging_defaults import validate_saved_threshold as validate
for value in (0, 0.05, 0.15, 0.35, 0.85, 1):
with self.subTest(value=value):
self.assertEqual(validate("x", value), value)
self.assertEqual(validate("x", 0.1 + 0.2), 0.3)
for value, message in (
(0.37, "x must be a multiple of 0.05"),
(0.351, "x must be a multiple of 0.05"),
(0.35000000001, "x must be a multiple of 0.05"),
(1.5, "x must be between 0 and 1"),
("0.4", "x must be a finite number"),
):
with self.subTest(value=value):
with self.assertRaises(ValueError) as caught:
validate("x", value)
self.assertEqual(str(caught.exception), message)
def test_suggestion_limit_setting_validated_on_load(self):
for value in (0, 101, "10", float("nan"), 2.5, True, None, [10]):
with self.subTest(value=value):
-44
View File
@@ -1398,50 +1398,6 @@ class TestModelHousekeeping(DatabaseTestCase):
self.assertIsNot(self.db.model.get_connection(), failing)
class TestAutotagBatchCandidates(DatabaseTestCase):
"""#328: the batch's candidate read never loads workflow documents."""
def test_autotag_candidates_skip_workflow_data(self):
from utils.hashing import generate_prompt_hash
first = self.db.save_prompt(
text="a", tags=["one", "two"], prompt_hash=generate_prompt_hash("a")
)
second = self.db.save_prompt(text="b", prompt_hash=generate_prompt_hash("b"))
old = self.db.link_image_to_prompt(
first, "/out/a.png", {"workflow": {"big": "x" * 1000}}
)
new = self.db.link_image_to_prompt(second, "/out/b.png")
statements = []
conn = self.db.model.get_connection() # this thread's own connection
conn.set_trace_callback(statements.append)
try:
rows = self.db.autotag_batch_candidates()
finally:
conn.set_trace_callback(None)
self.assertEqual(
rows[0],
{
"id": new,
"image_path": "/out/b.png",
"prompt_id": second,
"prompt_tags": [],
},
)
self.assertEqual(
{**rows[1], "prompt_tags": sorted(rows[1]["prompt_tags"])},
{
"id": old,
"image_path": "/out/a.png",
"prompt_id": first,
"prompt_tags": ["one", "two"],
},
)
self.assertEqual(len(rows), 2)
self.assertTrue(statements)
self.assertFalse(any("workflow_data" in sql for sql in statements))
if __name__ == "__main__":
unittest.main()
+3 -12
View File
@@ -28,8 +28,6 @@ except ImportError:
Status = namedtuple("ExecutionStatus", "status_str completed messages")
JOB = "a0c26da3-eb26-405c-b143-c662a84c3112"
# A cross-thread wait or a duration check fails only past this (#370).
CEILING_SECONDS = 30.0
class HostQueue:
@@ -211,9 +209,6 @@ class HistoryHooksTests(unittest.TestCase):
self.queue.get = unrelated_after
self.dequeue(0)
self.queue.task_done(0, {}, status())
# The writer drains first: this test checks wrappers and the session,
# not the 2 s bound, which a slow runner can spend on the write (#370).
self.drain(first)
self.assertTrue(first.dispose())
self.assertTrue(first.dispose())
self.assertIs(self.queue.get, unrelated_after)
@@ -344,20 +339,16 @@ class HistoryHooksTests(unittest.TestCase):
with patch.object(self.db, "write_execution_start", blocked):
registration = self.register()
self.dequeue(0)
# Ceilings, not tight wall clocks (#370): the return values show
# the bound; a ceiling still fails a call that waits unbounded.
self.assertTrue(entered.wait(CEILING_SECONDS))
self.assertTrue(entered.wait(1))
began = time.monotonic()
self.queue.task_done(0, {}, status())
self.dequeue(1)
self.assertLess(time.monotonic() - began, CEILING_SECONDS)
self.assertLess(time.monotonic() - began, 0.2)
began = time.monotonic()
self.assertFalse(registration.dispose())
self.assertGreaterEqual(time.monotonic() - began, 1.8)
self.assertLess(time.monotonic() - began, CEILING_SECONDS)
self.assertLess(time.monotonic() - began, 2.3)
release.set()
# Drain first: the 2 s bound is not under test here (#370).
self.drain(registration)
self.assertTrue(registration.dispose(2))
def test_restore_disables_capture_and_clears_handles_before_fresh_epoch(self):
-2
View File
@@ -642,8 +642,6 @@ class HistoryWriterTests(unittest.TestCase):
== "succeeded"
)
self.assertTrue(writer.submit(self.start_command(2)))
# Drain first: the 2 s bound is not under test here (#370).
drain_writer(writer)
self.assertTrue(writer.close(2))
self.assertEqual(len(set(threads)), 1)
self.assertNotEqual(threads[0], threading.get_ident())
-6
View File
@@ -245,8 +245,6 @@ class OutputHooksTests(fixtures.unittest.TestCase):
registration = self.register()
self.dequeue(0)
late = registration._task_done
# Drain first: the 2 s bound is not under test here (#370).
self.drain(registration)
self.assertTrue(registration.dispose())
thread = threading.Thread(
target=lambda: late((0, history(), fixtures.status()), {})
@@ -399,10 +397,6 @@ class OutputHooksTests(fixtures.unittest.TestCase):
self.queue.task_done(1, history("rejected.png"), fixtures.status())
registration.writer.invalidate()
release.set()
# Let the writer work through the 1,024 queued commands first
# (#370's pattern): on a busy Windows runner that took longer
# than dispose's 2 s bound (merge queue, #382).
self.drain(registration)
self.assertTrue(registration.dispose(2))
self.assertEqual(self.outputs(0)["state"], "not_captured")
self.assertEqual(len(self.rows()), 1)
+4 -18
View File
@@ -17,7 +17,6 @@ from utils.execution_contexts import MAX_ATTEMPT_BYTES
from utils.execution_output_capture import seal_outputs
from utils.execution_outputs import snapshot_output_roots
from utils.execution_history_writer import HistoryWriter
from tests.history_waits import drain_writer
try:
from tests import test_execution_history_writer as fixtures
@@ -28,11 +27,6 @@ except ImportError:
# Upper bound a blocked fake write waits for its release. Tests prove ordering
# with events, so this only caps a failing run and never decides a pass.
BLOCK_SECONDS = 10
# A restore is a full verify/migrate/backup/replace cycle and is bound by the
# disk: a busy Windows runner took over 10 s (merge queue, #382). Waits that
# span a restore use this ceiling, which stays under the runner's 120 s hang
# watchdog, so a real hang still fails with the thread dump.
RESTORE_SECONDS = 90
class OutputWriterTests(fixtures.unittest.TestCase):
@@ -167,8 +161,6 @@ class OutputWriterTests(fixtures.unittest.TestCase):
start = replace(self.start_command(), run_id=str(fixtures.uuid4()))
self.assertTrue(writer.submit(start))
self.finalization(writer, start)
# Drain first: the 2 s bound is not under test here (#370).
drain_writer(writer)
self.assertTrue(writer.close(2))
self.assertEqual(
self.db.get_execution_run(start.run_id)["outcome"], "succeeded"
@@ -322,8 +314,8 @@ class OutputWriterTests(fixtures.unittest.TestCase):
Returns the patch and an event set once that rotation has returned on
the worker. A restore is a full verify/migrate/backup/replace cycle, so
the handoff waits on this event with the ``RESTORE_SECONDS`` ceiling
instead of the short worker-behavior deadline (TESTING.md,
the handoff waits on this event with the generous ``BLOCK_SECONDS``
ceiling instead of the short worker-behavior deadline (TESTING.md,
Windows portability preflight).
"""
backup = os.path.join(self.directory.name, f"restore-{start.run_id}.db")
@@ -366,7 +358,7 @@ class OutputWriterTests(fixtures.unittest.TestCase):
)
with rotation:
self.finalization(writer, start)
self.assertTrue(rotated.wait(RESTORE_SECONDS))
self.assertTrue(rotated.wait(BLOCK_SECONDS))
self.wait_for(lambda: writer.status().pending == 0)
self.assertEqual(
self.db.get_execution_outputs(start.run_id)["state"],
@@ -408,7 +400,7 @@ class OutputWriterTests(fixtures.unittest.TestCase):
self.assertEqual(writer.status().pending, 1)
self.assertEqual(writer.context_budget.charged_bytes, charge)
release.set()
self.assertTrue(rotated.wait(RESTORE_SECONDS))
self.assertTrue(rotated.wait(BLOCK_SECONDS))
self.wait_for(lambda: writer.status().pending == 0)
self.assertEqual(writer.context_budget.charged_bytes, 0)
self.assertFalse(writer.status().accepting)
@@ -572,8 +564,6 @@ class OutputWriterTests(fixtures.unittest.TestCase):
self.assertIs(replacement.context_budget, writer.context_budget)
self.assertIsNone(replacement.context_budget.reserve(8388608))
release.set()
# Drain first: the 2 s bound is not under test here (#370).
drain_writer(writer)
self.assertTrue(writer.close(2))
finally:
release.set()
@@ -615,8 +605,6 @@ class OutputWriterTests(fixtures.unittest.TestCase):
writer.invalidate()
self.assertEqual(writer.context_budget.charged_bytes, 0)
release.set()
# Drain first: the 2 s bound is not under test here (#370).
drain_writer(writer)
self.assertTrue(writer.close(2))
def test_malformed_context_omission_preserves_independent_valid_output(self):
@@ -707,8 +695,6 @@ class OutputWriterTests(fixtures.unittest.TestCase):
release.set()
invalidator.join(BLOCK_SECONDS)
self.assertFalse(invalidator.is_alive())
# Drain first: the 2 s bound is not under test here (#370).
drain_writer(writer)
self.assertTrue(writer.close(2))
self.assertEqual(
self.db.get_execution_outputs(start.run_id)["state"], "complete"
+4 -297
View File
@@ -1,13 +1,10 @@
"""Pure helpers of the shared Images listing (py/api/gallery_listing.py, #348)."""
import ntpath
import os
import posixpath
import sys
import tempfile
import unittest
from pathlib import Path, PurePath, PurePosixPath, PureWindowsPath
from types import SimpleNamespace
from pathlib import Path, PurePath, PureWindowsPath
from unittest.mock import patch
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -19,13 +16,7 @@ from py.api.gallery_listing import ( # noqa: E402
STORED,
RootListing,
WalkOutcome,
add_folder,
folder_sets,
insert_entry,
listing_delta,
relative_part,
rewalk_interval,
root_contains,
same_listing,
walk_root,
)
@@ -132,36 +123,24 @@ class WalkRootTests(unittest.TestCase):
def test_returns_the_listing_and_both_folder_sets(self):
files = [(self.root / "sub" / "a.png", 2.0), (self.root / "b.png", 1.0)]
scan, calls = self._scan(files)
listed, folders, with_ancestors, resolved = walk_root(scan, self.root, None)
listed, folders, with_ancestors = walk_root(scan, self.root, None)
self.assertEqual(calls, [self.root])
self.assertEqual(listed, files)
self.assertEqual(folders, frozenset({"sub"}))
self.assertEqual(with_ancestors, frozenset({"sub"}))
self.assertEqual(resolved, os.path.normcase(os.path.realpath(self.root)))
def test_the_resolved_root_follows_a_symlinked_root(self):
link = Path(self._tmp.name) / "linked"
try:
os.symlink(self.root, link, target_is_directory=True)
except (OSError, NotImplementedError) as error:
self.skipTest(f"symlinks unavailable: {error}")
scan, _calls = self._scan([])
resolved = walk_root(scan, link, None)[3]
self.assertEqual(resolved, os.path.normcase(os.path.realpath(self.root)))
self.assertNotEqual(resolved, os.path.normcase(str(link)))
def test_an_unchanged_walk_returns_the_previous_list_object(self):
files = [(self.root / "sub" / "a.png", 2.0)]
previous = list(files)
scan, _calls = self._scan(files)
listed, _folders, _ancestors, _resolved = walk_root(scan, self.root, previous)
listed, _folders, _ancestors = walk_root(scan, self.root, previous)
self.assertIs(listed, previous)
def test_a_changed_walk_returns_the_new_list(self):
previous = [(self.root / "sub" / "a.png", 2.0)]
files = [(self.root / "sub" / "a.png", 3.0)]
scan, _calls = self._scan(files)
listed, _folders, _ancestors, _resolved = walk_root(scan, self.root, previous)
listed, _folders, _ancestors = walk_root(scan, self.root, previous)
self.assertIsNot(listed, previous)
self.assertEqual(listed, files)
@@ -201,278 +180,6 @@ class RecordTests(unittest.TestCase):
self.assertEqual(gallery_listing.REFRESH_DELAY, 1.0)
self.assertIsNone(RootListing().rewalk_handle)
def test_a_new_record_is_clean_and_never_walked(self):
record = RootListing()
self.assertFalse(record.dirty)
self.assertIsNone(record.resolved_root)
self.assertIsNone(record.last_started_at)
self.assertIsNone(record.last_duration)
def test_drop_forgets_pending_adds(self):
record = RootListing(files=[], pending_adds=["a.png"], patched=2)
record.drop()
self.assertEqual((record.pending_adds, record.patched), ([], 0))
def test_drop_keeps_the_resolved_root_and_the_walk_timing(self):
# A drop clears the listing, not what is known about the root itself.
record = RootListing(resolved_root="/o", last_started_at=1.0)
record.last_duration = 0.5
record.dirty = True
record.drop()
self.assertEqual(record.resolved_root, "/o")
self.assertEqual((record.last_started_at, record.last_duration), (1.0, 0.5))
self.assertTrue(record.dirty)
class RewalkIntervalTests(unittest.TestCase):
def test_constants(self):
self.assertEqual(
(
gallery_listing.REWALK_FLOOR,
gallery_listing.REWALK_FACTOR,
gallery_listing.REWALK_CAP,
gallery_listing.MIN_REWALK_DELAY,
),
(5, 5, 15, 0.5),
)
def test_short_walks_wait_the_floor(self):
self.assertEqual(rewalk_interval(0.2), 5)
self.assertEqual(rewalk_interval(0), 5)
self.assertEqual(rewalk_interval(None), 5) # never walked
def test_the_interval_scales_with_the_last_walk(self):
self.assertEqual(rewalk_interval(1.0), 5)
self.assertEqual(rewalk_interval(2.0), 10)
self.assertAlmostEqual(rewalk_interval(2.5), 12.5)
def test_slow_walks_are_capped(self):
self.assertEqual(rewalk_interval(3.0), 15)
self.assertEqual(rewalk_interval(60.0), 15)
def test_the_constants_are_read_when_called(self):
with (
patch.object(gallery_listing, "REWALK_FLOOR", 0),
patch.object(gallery_listing, "REWALK_CAP", 0),
):
self.assertEqual(rewalk_interval(2.0), 0)
class RootContainsTests(unittest.TestCase):
def test_posix_paths_under_the_root_match(self):
root = posixpath.normcase("/srv/out")
self.assertTrue(root_contains(root, "/srv/out/a.png", posixpath))
self.assertTrue(root_contains(root, "/srv/out/sub/deep/a.png", posixpath))
def test_a_sibling_sharing_the_prefix_does_not_match(self):
self.assertFalse(root_contains("/srv/out", "/srv/out2/a.png", posixpath))
self.assertFalse(root_contains("/srv/out", "/srv/outside.png", posixpath))
self.assertFalse(root_contains("/srv/out", "/srv/other/a.png", posixpath))
def test_posix_keeps_case(self):
self.assertFalse(root_contains("/srv/out", "/srv/OUT/a.png", posixpath))
def test_the_root_itself_is_not_an_output(self):
self.assertFalse(root_contains("/srv/out", "/srv/out", posixpath))
def test_windows_folds_case_and_separators(self):
root = ntpath.normcase("C:\\ComfyUI\\Output")
self.assertTrue(root_contains(root, "c:\\comfyui\\output\\a.png", ntpath))
self.assertTrue(root_contains(root, "C:/ComfyUI/OUTPUT/sub/a.PNG", ntpath))
self.assertFalse(root_contains(root, "C:\\ComfyUI\\Output2\\a.png", ntpath))
self.assertFalse(root_contains(root, "D:\\ComfyUI\\Output\\a.png", ntpath))
def test_a_windows_drive_root_and_a_unc_share(self):
drive = ntpath.normcase("E:\\")
self.assertTrue(root_contains(drive, "e:\\x.png", ntpath))
self.assertFalse(root_contains(drive, "F:\\x.png", ntpath))
share = ntpath.normcase("\\\\Server\\Share\\Out")
self.assertTrue(root_contains(share, "\\\\server\\share\\out\\a.png", ntpath))
self.assertFalse(root_contains(share, "\\\\server\\share\\a.png", ntpath))
def test_a_windows_extended_length_prefix_is_ignored(self):
root = ntpath.normcase("C:\\ComfyUI\\Output")
long_file = "\\\\?\\C:\\ComfyUI\\Output\\deep\\a.png"
self.assertTrue(root_contains(root, long_file, ntpath))
prefixed_root = ntpath.normcase("\\\\?\\C:\\ComfyUI\\Output")
self.assertTrue(
root_contains(prefixed_root, "C:\\ComfyUI\\Output\\a.png", ntpath)
)
share = ntpath.normcase("\\\\Server\\Share\\Out")
unc_file = "\\\\?\\UNC\\server\\share\\out\\a.png"
self.assertTrue(root_contains(share, unc_file, ntpath))
self.assertFalse(
root_contains(root, "\\\\?\\C:\\ComfyUI\\Output2\\a.png", ntpath)
)
def test_posix_keeps_a_literal_question_mark_folder(self):
self.assertFalse(root_contains("/srv/out", "//?/srv/out/a.png", posixpath))
def test_the_default_is_this_platforms_rule(self):
root = os.path.normcase(os.path.realpath(tempfile.gettempdir()))
inside = os.path.join(root, "x.png")
self.assertTrue(root_contains(root, inside))
self.assertTrue(root_contains(root, inside.upper()) == (os.name == "nt"))
if __name__ == "__main__":
unittest.main()
class RelativePartTests(unittest.TestCase):
def test_posix_keeps_the_case_and_the_nested_folders(self):
self.assertEqual(
relative_part("/srv/out", "/srv/out/Day 1/A.png", posixpath),
"Day 1/A.png",
)
def test_posix_outside_the_root_a_sibling_or_the_root_itself_is_none(self):
for path in ("/srv/other/a.png", "/srv/out2/a.png", "/srv/out", "/srv/out/"):
self.assertIsNone(relative_part("/srv/out", path, posixpath), path)
def test_a_root_spelled_with_a_trailing_separator(self):
self.assertEqual(relative_part("/", "/a.png", posixpath), "a.png")
def test_windows_matches_folded_and_slices_the_original_case(self):
root = ntpath.normcase("C:\\ComfyUI\\Output")
self.assertEqual(
relative_part(root, "c:/COMFYUI/output/Sub/ComfyUI_001.PNG", ntpath),
"Sub\\ComfyUI_001.PNG",
)
def test_windows_extended_length_and_unc_forms(self):
root = ntpath.normcase("C:\\Out")
self.assertEqual(
relative_part(root, "\\\\?\\C:\\Out\\Deep\\a.png", ntpath),
"Deep\\a.png",
)
share = ntpath.normcase("\\\\Server\\Share\\Out")
self.assertEqual(
relative_part(share, "\\\\?\\UNC\\Server\\Share\\Out\\B.png", ntpath),
"B.png",
)
drive = ntpath.normcase("D:\\")
self.assertEqual(relative_part(drive, "D:\\X\\a.png", ntpath), "X\\a.png")
def test_a_case_fold_that_changes_the_length_is_not_sliced(self):
# str.lower folds the Turkish dotted I to two characters (Windows'
# own normcase keeps the length; the guard covers any fold that not).
folding = SimpleNamespace(
sep="\\", normcase=lambda text: text.replace("/", "\\").lower()
)
path = "C:\\Out\\\u0130mage.png"
self.assertNotEqual(len(folding.normcase(path)), len(path))
self.assertIsNone(relative_part("c:\\out", path, folding))
self.assertEqual(relative_part("c:\\out", "C:\\Out\\Ab.png", folding), "Ab.png")
def test_dot_parts_are_never_sliced(self):
for path in ("/srv/out/../x.png", "/srv/out/./x.png", "/srv/out//x.png"):
self.assertIsNone(relative_part("/srv/out", path, posixpath), path)
class InsertEntryTests(unittest.TestCase):
def setUp(self):
self.root = PurePosixPath("/out")
self.files = [
(self.root / "c.png", 30.0),
(self.root / "b.png", 20.0),
(self.root / "a.png", 10.0),
]
def test_newest_first_position_at_the_front_middle_and_end(self):
for mtime, index in ((40.0, 0), (25.0, 1), (15.0, 2), (5.0, 3)):
entry = (self.root / "n.png", mtime)
patched = insert_entry(self.files, entry, 100)
self.assertIs(patched[index], entry)
self.assertEqual(len(patched), 4)
self.assertEqual(len(self.files), 3) # never changed in place
def test_unchanged_entries_are_the_same_objects(self):
patched = insert_entry(self.files, (self.root / "n.png", 40.0), 100)
self.assertTrue(all(new is old for new, old in zip(patched[1:], self.files)))
def test_the_same_path_with_a_new_mtime_moves(self):
patched = insert_entry(self.files, (PurePosixPath("/out/a.png"), 35.0), 100)
self.assertEqual(
[(str(path), mtime) for path, mtime in patched],
[("/out/a.png", 35.0), ("/out/c.png", 30.0), ("/out/b.png", 20.0)],
)
def test_an_entry_already_listed_returns_the_listing_itself(self):
self.assertIs(
insert_entry(self.files, (PurePosixPath("/out/b.png"), 20.0), 3), self.files
)
def test_a_tie_in_mtime_is_not_placed(self):
self.assertIsNone(insert_entry(self.files, (self.root / "n.png", 20.0), 100))
def test_a_tie_with_the_replaced_entry_itself_is_placed(self):
files = [(self.root / "b.png", 20.0), (self.root / "a.png", 10.0)]
patched = insert_entry(files, (self.root / "a.png", 20.5), 100)
self.assertEqual([mtime for _path, mtime in patched], [20.5, 20.0])
def test_the_cap_refuses_a_new_path_but_replaces_a_listed_one(self):
self.assertIsNone(insert_entry(self.files, (self.root / "n.png", 40.0), 3))
patched = insert_entry(self.files, (self.root / "a.png", 40.0), 3)
self.assertEqual(str(patched[0][0]), "/out/a.png")
def test_an_empty_listing(self):
entry = (self.root / "n.png", 1.0)
self.assertEqual(insert_entry([], entry, 100), [entry])
class AddFolderTests(unittest.TestCase):
def test_a_new_nested_folder_adds_it_and_its_ancestors(self):
root = PurePath("/out")
folders, with_ancestors = folder_sets(root, [(root / "x" / "a.png", 1.0)])
new = add_folder(root, root / "y" / "z" / "b.png", folders, with_ancestors)
self.assertEqual(
new,
folder_sets(
root, [(root / "x" / "a.png", 1.0), (root / "y" / "z" / "b.png", 2.0)]
),
)
def test_a_known_folder_or_the_root_keeps_the_same_sets(self):
root = PurePath("/out")
sets = folder_sets(root, [(root / "x" / "a.png", 1.0)])
for path in (root / "x" / "b.png", root / "c.png"):
new = add_folder(root, path, *sets)
self.assertIs(new[0], sets[0])
self.assertIs(new[1], sets[1])
def test_windows_spelling_matches_folder_sets(self):
root = PureWindowsPath("C:/Out")
path = root / "A" / "B" / "c.png"
self.assertEqual(
add_folder(root, path, frozenset(), frozenset()),
folder_sets(root, [(path, 1.0)]),
)
class ListingDeltaTests(unittest.TestCase):
def setUp(self):
self.old = [(PurePath(f"/out/{i}.png"), float(i)) for i in range(10)]
def test_an_added_entry(self):
entry = (PurePath("/out/n.png"), 99.0)
self.assertEqual(listing_delta(self.old, [entry, *self.old]), ([entry], []))
def test_a_replaced_entry(self):
entry = (PurePath("/out/3.png"), 99.0)
new = insert_entry(self.old, entry, 100)
self.assertEqual(listing_delta(self.old, new), ([entry], [self.old[3]]))
def test_the_same_listing_has_no_change(self):
self.assertEqual(listing_delta(self.old, list(self.old)), ([], []))
def test_a_walk_builds_new_entries_and_is_past_the_limit(self):
walked = [(PurePath(str(path)), mtime) for path, mtime in self.old]
self.assertEqual(walked, self.old)
self.assertIsNone(listing_delta(self.old, walked, limit=5))
self.assertIsNone(listing_delta(self.old, walked)) # shares nothing
self.assertIsNone(listing_delta(self.old, self.old[:2], limit=5))
def test_an_emptied_listing_and_a_first_file(self):
self.assertEqual(listing_delta(self.old[:1], []), ([], self.old[:1]))
self.assertIsNone(listing_delta([], self.old[:1]))
-2
View File
@@ -12,7 +12,6 @@ import unittest
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from tests.background_stops import stop_tracker # noqa: E402
from utils.hashing import (
generate_prompt_hash,
is_duplicate_prompt,
@@ -50,7 +49,6 @@ class TestSingleHashImplementation(unittest.TestCase):
db = mock.Mock()
db.get_prompt_by_hash.return_value = {"id": 42}
tracker = PromptTracker(db)
self.addCleanup(stop_tracker, self, tracker)
tracker.set_current_prompt(" Hello World ")
db.get_prompt_by_hash.assert_called_once_with(
generate_prompt_hash(" Hello World ")
-2
View File
@@ -8,7 +8,6 @@ import unittest.mock as mock
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from tests.background_stops import close_handler # noqa: E402
from database.operations import PromptDatabase
from utils.hashing import generate_prompt_hash
from utils.image_monitor import ImageGenerationHandler
@@ -53,7 +52,6 @@ class LinkingTestCase(unittest.TestCase):
)
def tearDown(self):
close_handler(self, self.handler) # and the tracker's cleanup thread
self.db.close_all() # Windows cannot unlink an open database file
for path in (
self.image,
+10 -360
View File
@@ -136,21 +136,13 @@ class TestMonitorSingletonLifecycle(unittest.TestCase):
class FakeObserver:
"""Records what the monitor does with the watchdog observer.
"""Records what the monitor does with the watchdog observer."""
``calls`` lists ``stop`` and ``join`` in order (shared with a test's own
recorders when given); ``stay_alive`` keeps it alive after ``join``;
``stop_error`` makes ``stop`` raise.
"""
def __init__(self, calls=None, stay_alive=False, stop_error=None):
def __init__(self):
self.scheduled = []
self.started = False
self.stopped = False
self.joined = False
self.calls = calls if calls is not None else []
self.stay_alive = stay_alive
self.stop_error = stop_error
def schedule(self, handler, path, recursive=False):
self.scheduled.append((handler, path, recursive))
@@ -159,18 +151,12 @@ class FakeObserver:
self.started = True
def stop(self):
self.calls.append(("stop",))
if self.stop_error is not None:
raise self.stop_error
self.stopped = True
def join(self, timeout=None):
self.calls.append(("join", timeout))
self.joined = True
def is_alive(self):
if self.stay_alive:
return self.started
return self.started and not self.stopped
@@ -185,8 +171,6 @@ class TestStartStop(unittest.TestCase):
self.missing = os.path.join(self.tmp.name, "does-not-exist")
def tearDown(self):
# Before the folder is removed (addCleanup runs after tearDown).
self.assertTrue(self.monitor.stop_monitoring())
im_mod._monitor_instance = None
def test_only_nonexistent_directories_leaves_monitoring_off(self):
@@ -241,8 +225,9 @@ class TestStartStop(unittest.TestCase):
worker = handler._worker
self.assertTrue(worker.is_alive())
self.assertTrue(self.monitor.stop_monitoring())
self.monitor.stop_monitoring()
worker.join(timeout=2)
self.assertFalse(worker.is_alive())
self.assertEqual(handler.pending_count(), 0)
# A restart gets a fresh handler and observer
@@ -318,89 +303,6 @@ class TestStartStop(unittest.TestCase):
self.assertEqual(self.monitor.monitored_directories, [self.tmp.name])
self.monitor.stop_monitoring()
def _start_with(self, fake):
with patch.object(im_mod, "Observer", return_value=fake):
self.monitor.start_monitoring([self.tmp.name])
handler = self.monitor.handler
real_close = handler.close
def close(timeout=im_mod.WORKER_JOIN_SECONDS):
fake.calls.append(("close",))
return real_close(timeout)
handler.close = close
return handler
def test_stop_monitoring_joins_observer_and_worker(self):
fake = FakeObserver()
handler = self._start_with(fake)
self.assertTrue(self.monitor.stop_monitoring(timeout=3.0))
self.assertEqual([c[0] for c in fake.calls], ["close", "stop", "join"])
join_timeout = fake.calls[2][1]
self.assertIsNotNone(join_timeout)
self.assertLessEqual(join_timeout, 3.0)
self.assertTrue(handler._closed)
def test_stop_monitoring_reports_an_observer_still_running(self):
fake = FakeObserver(stay_alive=True)
self._start_with(fake)
with self.assertLogs("prompt_manager.image_monitor", "WARNING") as logs:
self.assertFalse(self.monitor.stop_monitoring(timeout=0.05))
self.assertIn("watchdog observer still running", "\n".join(logs.output))
self.assertFalse(self.monitor.is_monitoring)
fake.stay_alive = False # it ends; tearDown's stop waits for it
def test_a_second_stop_monitoring_waits_for_the_observer(self):
fake = FakeObserver(stay_alive=True)
self._start_with(fake)
with self.assertLogs("prompt_manager.image_monitor", "WARNING"):
self.assertFalse(self.monitor.stop_monitoring(timeout=0.05))
self.assertFalse(self.monitor.stop_monitoring(timeout=0.05))
fake.stay_alive = False
self.assertTrue(self.monitor.stop_monitoring())
self.assertFalse(self.monitor._unfinished)
def test_stop_monitoring_reports_an_observer_stop_that_raised(self):
fake = FakeObserver(stop_error=OSError("descriptor gone"))
self._start_with(fake)
fake.stopped = True # its thread has ended; stop() still raises
with self.assertLogs("prompt_manager.image_monitor", "WARNING") as logs:
self.assertFalse(self.monitor.stop_monitoring())
text = "\n".join(logs.output)
self.assertIn("Error while stopping image monitoring", text)
self.assertNotIn("watchdog observer still running", text)
fake.stop_error = None # tearDown's stop calls stop() again
def test_the_still_running_warning_names_the_time_the_join_got(self):
fake = FakeObserver(stay_alive=True)
handler = self._start_with(fake)
now = [100.0]
recorded_close = handler.close
def close_that_uses_the_deadline(timeout=im_mod.WORKER_JOIN_SECONDS):
ok = recorded_close(timeout)
now[0] += 5.0 # a busy worker took the whole deadline
return ok
handler.close = close_that_uses_the_deadline
with (
patch.object(
im_mod, "time", types.SimpleNamespace(monotonic=lambda: now[0])
),
self.assertLogs("prompt_manager.image_monitor", "WARNING") as logs,
):
self.assertFalse(self.monitor.stop_monitoring(timeout=5.0))
self.assertEqual(fake.calls[-1], ("join", 0.0))
self.assertIn(
"watchdog observer still running after 0.0 s", "\n".join(logs.output)
)
fake.stay_alive = False # it ends; tearDown's stop waits for it
def test_stop_monitoring_without_an_observer_returns_true(self):
self.assertTrue(self.monitor.stop_monitoring())
class FakeEvent:
def __init__(self, path, is_directory=False):
@@ -433,10 +335,6 @@ class TestHandlerScheduling(unittest.TestCase):
self.processed.append((path, prompt_snapshot))
)
def tearDown(self):
# Before the folder is removed (addCleanup runs after tearDown).
self.assertTrue(self.handler.close())
def _image(self, name, content=b"x" * 16):
path = os.path.join(self.tmp.name, name)
with open(path, "wb") as f:
@@ -501,127 +399,23 @@ class TestHandlerScheduling(unittest.TestCase):
empty = self._image("empty.png", content=b"")
self.assertFalse(self.handler.wait_until_settled(empty))
def test_shutdown_joins_the_worker_within_the_bound(self):
def test_shutdown_stops_the_worker_and_clears_pending(self):
self.handler.processing_delay = 10 # keep the first image waiting
self.handler.schedule(self._image("s1.png"))
self.handler.schedule(self._image("s2.png"))
worker = self.handler._worker
self.assertTrue(worker.is_alive())
self.assertTrue(self.handler.shutdown())
self.handler.shutdown()
worker.join(timeout=2)
self.assertFalse(worker.is_alive())
self.assertEqual(self.handler.pending_count(), 0)
def test_shutdown_reports_a_worker_still_busy(self):
entered, release = threading.Event(), threading.Event()
def busy(path, prompt_snapshot=None):
entered.set()
release.wait(30)
self.handler.process_new_image = busy
self.handler.schedule(self._image("busy.png"))
worker = self.handler._worker
self.addCleanup(worker.join, 30)
self.addCleanup(release.set)
self.assertTrue(entered.wait(30), "the worker never took the image")
with self.assertLogs("prompt_manager.image_monitor", "WARNING") as logs:
self.assertFalse(self.handler.shutdown(timeout=0.05))
self.assertIn("image worker still running", "\n".join(logs.output))
release.set()
worker.join(30)
self.assertFalse(worker.is_alive())
def test_a_second_stop_waits_for_a_worker_still_finishing(self):
entered, release = threading.Event(), threading.Event()
def busy(path, prompt_snapshot=None):
entered.set()
release.wait(30)
self.handler.process_new_image = busy
self.handler.schedule(self._image("twice.png"))
worker = self.handler._worker
self.addCleanup(worker.join, 30)
self.addCleanup(release.set)
self.assertTrue(entered.wait(30), "the worker never took the image")
with self.assertLogs("prompt_manager.image_monitor", "WARNING"):
self.assertFalse(self.handler.close(timeout=0.05))
self.assertFalse(self.handler.close(timeout=0.05))
release.set()
self.assertTrue(self.handler.close(timeout=30))
self.assertFalse(worker.is_alive())
def test_shutdown_on_the_worker_itself_only_signals(self):
entered, result = threading.Event(), {}
def stop_from_inside(path, prompt_snapshot=None):
result["value"] = self.handler.shutdown()
entered.set()
self.handler.process_new_image = stop_from_inside
self.handler.schedule(self._image("self.png"))
worker = self.handler._worker
self.assertTrue(entered.wait(30), "the worker never took the image")
worker.join(30)
self.assertFalse(result["value"])
self.assertFalse(worker.is_alive())
def _live_workers(self):
return {
t for t in threading.enumerate() if t.name == "PromptManagerImageWorker"
}
def _seal(self, handler, name):
handler._await_history(os.path.join(self.tmp.name, name))
handler._on_outputs_sealed(
"run-1",
[{"folder_type": "output", "subfolder": "", "filename": name}],
)
def test_close_refuses_new_work(self):
path = self._image("late.png")
with patch.object(im_mod, "host_output_directory", return_value=self.tmp.name):
self.assertTrue(self.handler.close())
before = self._live_workers()
self.assertFalse(self.handler.schedule(path))
# The image in hand can still ask for a history re-check and its
# run can be sealed afterwards, on the history writer's thread.
self.handler._await_history(path)
self.assertEqual(self.handler.awaiting_history(), [])
self._seal(self.handler, "late.png")
self.handler._schedule_recheck(path)
self.assertIsNone(self.handler._worker)
self.assertEqual(list(self.handler._history_due), [])
self.assertEqual(self._live_workers() - before, set())
def test_a_sealed_run_starts_a_worker_on_an_open_handler(self):
self._image("open.png")
with patch.object(im_mod, "host_output_directory", return_value=self.tmp.name):
self._seal(self.handler, "open.png")
self.assertIsNotNone(self.handler._worker)
self.assertTrue(self.handler.close())
def test_close_is_idempotent(self):
self.handler.schedule(self._image("c1.png"))
self.assertTrue(self.handler.close())
self.assertTrue(self.handler.close())
def test_on_created_after_close_takes_no_lock(self):
self.assertTrue(self.handler.close())
self.handler.on_created(FakeEvent(self._image("after.png")))
self.tracker.keyed_snapshot.assert_not_called()
self.assertEqual(self.handler.pending_count(), 0)
def test_shutdown_is_idempotent_and_safe_before_start(self):
fresh = im_mod.ImageGenerationHandler(MagicMock(), self.tracker)
self.assertTrue(fresh.shutdown())
self.assertTrue(fresh.shutdown())
self.assertTrue(fresh.close())
fresh.shutdown()
fresh.shutdown()
self.handler.schedule(self._image("s3.png"))
self.assertTrue(wait_for(lambda: self.handler.pending_count() == 0))
self.handler.shutdown()
@@ -640,7 +434,7 @@ class TestHandlerScheduling(unittest.TestCase):
self.assertTrue(wait_for(lambda: self.handler.pending_count() == 0))
self.assertIn(path, [p for p, _ in self.processed])
self.assertIsNot(self.handler._worker, old_worker)
self.assertTrue(self.handler.close())
self.handler.shutdown()
def test_processing_errors_do_not_kill_the_worker(self):
def explode(path, prompt_snapshot=None):
@@ -655,150 +449,6 @@ class TestHandlerScheduling(unittest.TestCase):
self.assertEqual(self.processed, [first, second])
class TestCloseReleasesHandles(unittest.TestCase):
"""``close`` joins the worker, so the test folder can be removed (#302)."""
def test_close_releases_handles(self):
from PIL import Image
from database.operations import PromptDatabase
from tests.open_handles import assert_closed
from utils.prompt_tracker import PromptTracker
with tempfile.TemporaryDirectory() as folder:
db = PromptDatabase(os.path.join(folder, "prompts.db"))
tracker = PromptTracker(db)
handler = im_mod.ImageGenerationHandler(db, tracker)
handler.processing_delay = 0
handler.settle_interval = 0.01
done = threading.Event()
real_process = handler.process_new_image
def process(path, prompt_snapshot=None):
try:
real_process(path, prompt_snapshot=prompt_snapshot)
finally:
done.set()
handler.process_new_image = process
path = os.path.join(folder, "real.png")
Image.new("RGB", (8, 8), "red").save(path)
try:
self.assertTrue(handler.schedule(path))
worker = handler._worker
self.assertTrue(done.wait(30), "the worker never processed the image")
finally:
closed, shut = handler.close(), tracker.shutdown()
db.model.close_all()
self.assertTrue(closed)
self.assertTrue(shut)
self.assertFalse(worker.is_alive())
assert_closed(self, folder)
class TestOutputListener(unittest.TestCase):
"""Every settled output is reported to the Images listing (#348, PR 2)."""
def setUp(self):
self.tmp = tempfile.TemporaryDirectory()
self.addCleanup(self.tmp.cleanup)
self.handler = im_mod.ImageGenerationHandler(MagicMock(), MagicMock())
self.addCleanup(lambda: self.assertTrue(self.handler.close()))
self.handler.processing_delay = 0
self.handler.settle_interval = 0.01
self.handler.process_new_image = lambda path, prompt_snapshot=None: None
self.reported = []
self.handler.output_listener = self.reported.append
def _image(self, name, content=b"x" * 16):
path = os.path.join(self.tmp.name, name)
with open(path, "wb") as f:
f.write(content)
return path
def test_a_settled_output_is_reported_once_with_its_resolved_path(self):
path = self._image("a.png")
self.handler._process_pending(path)
self.assertEqual(self.reported, [os.path.realpath(path)])
def test_a_symlinked_spelling_is_reported_resolved(self):
real_dir = os.path.join(self.tmp.name, "real")
os.makedirs(real_dir)
link_dir = os.path.join(self.tmp.name, "link")
try:
os.symlink(real_dir, link_dir, target_is_directory=True)
except (OSError, NotImplementedError) as error:
self.skipTest(f"symlinks unavailable: {error}")
with open(os.path.join(real_dir, "b.png"), "wb") as f:
f.write(b"x" * 16)
self.handler._process_pending(os.path.join(link_dir, "b.png"))
self.assertEqual(
self.reported, [os.path.realpath(os.path.join(real_dir, "b.png"))]
)
def test_it_is_reported_even_when_linking_raises(self):
def explode(path, prompt_snapshot=None):
raise RuntimeError("boom")
self.handler.process_new_image = explode
path = self._image("c.png")
with self.assertRaises(RuntimeError):
self.handler._process_pending(path)
self.assertEqual(self.reported, [os.path.realpath(path)])
self.assertEqual(self.handler.pending_count(), 0)
def test_an_output_that_never_settles_is_not_reported(self):
self.handler.settle_attempts = 3
self.handler._process_pending(os.path.join(self.tmp.name, "gone.png"))
empty = self._image("empty.png", content=b"")
self.handler._process_pending(empty)
self.assertEqual(self.reported, [])
def test_a_video_is_reported_when_its_extension_is_monitored(self):
self.handler.supported_extensions = (".png", ".mp4")
path = self._image("clip.mp4")
self.handler.on_created(FakeEvent(path))
self.assertTrue(wait_for(lambda: self.reported != []))
self.assertEqual(self.reported, [os.path.realpath(path)])
def test_a_failing_listener_is_logged_and_the_worker_carries_on(self):
def broken(_path):
raise RuntimeError("listing gone")
self.handler.output_listener = broken
first = self._image("d.png")
with self.assertLogs("prompt_manager.image_monitor", "WARNING") as logs:
self.handler._process_pending(first) # no exception
self.assertIn("Images listing", "\n".join(logs.output))
self.handler.output_listener = self.reported.append
second = self._image("e.png")
self.handler.schedule(second)
self.assertTrue(wait_for(lambda: self.reported != []))
self.assertEqual(self.reported, [os.path.realpath(second)])
def test_no_listener_reports_nothing(self):
self.handler.output_listener = None
self.handler._process_pending(self._image("f.png")) # no exception
self.assertEqual(self.reported, [])
def test_the_monitor_wires_running_and_later_handlers(self):
monitor = im_mod.ImageMonitor(MagicMock(), MagicMock())
listener = self.reported.append
monitor.set_output_listener(listener)
with (
patch.object(im_mod, "Observer", FakeObserver),
patch.object(im_mod.ImageMonitor, "_gallery_config", return_value=None),
):
monitor.start_monitoring([self.tmp.name])
try:
self.assertIs(monitor.handler.output_listener, listener)
monitor.set_output_listener(None)
self.assertIsNone(monitor.output_listener)
self.assertIsNone(monitor.handler.output_listener)
finally:
self.assertTrue(monitor.stop_monitoring())
class TestModuleIsolation(unittest.TestCase):
"""This module must not leave mocks behind for later test modules."""
-35
View File
@@ -8,7 +8,6 @@ import ctypes
import json
import logging
import os
import shutil
import subprocess
import sys
import tempfile
@@ -695,40 +694,6 @@ class TestRevealRoute(ImageAPITestCase):
# Its own worker, never ComfyUI's shared default executor (L1).
self.assertTrue(self.threads[0].startswith("pm-reveal"), self.threads)
async def test_a_lora_root_reveals_only_linked_files(self):
# #355 security review: a LoRA root exposes only the files the import
# linked; any other file under it is refused before the opener runs.
lora = Path(tempfile.mkdtemp()).resolve()
self.addCleanup(shutil.rmtree, lora, True)
self.api._lora_image_dirs = lambda: [lora]
linked = make_png(lora / "abc" / "cover.png")
make_png(lora / "abc" / "unlinked.png")
self.api.db.link_image_to_prompt(self._save_prompt("lora"), str(linked))
scope = self.api._gallery_root_scope(lora, 1)
status, _data = await self.post(
{"root_index": 1, "root_scope": scope, "path": "abc/unlinked.png"}
)
self.assertEqual(status, 403)
self.assertEqual(self.opened, [])
status, data = await self.post(
{"root_index": 1, "root_scope": scope, "path": "abc/cover.png"}
)
self.assertEqual((status, data), (200, {"success": True}))
self.assertEqual(self.opened, [Path(os.path.realpath(linked))])
# The file that would open is checked too, whatever the request named
# (a path anchor could resolve it elsewhere in the root).
other = make_png(lora / "abc" / "other.png")
from py.api.images import ImageRoutesMixin
with patch.object(
ImageRoutesMixin, "_resolve_client_media_path", return_value=other
):
status, _data = await self.post(
{"root_index": 1, "root_scope": scope, "path": "abc/cover.png"}
)
self.assertEqual(status, 403)
self.assertEqual(len(self.opened), 1)
async def test_target_changed_before_launch_is_404(self):
make_png(self.output_dir / "sub" / "a.png")
self.outcome = file_reveal.RevealTargetChanged()
+1 -1
View File
@@ -310,7 +310,7 @@ class TestAutoTag(ImageTagJobTestCase):
self.assertTrue(
any(
line.endswith(
"is not downloaded. Download it in System › Auto-tagging."
"is not downloaded. Download it from the legacy Auto-tag page."
)
for line in job.log
),
+12 -439
View File
@@ -4,8 +4,6 @@ The package is loaded the way ComfyUI loads it (``__init__`` with relative
imports) with ComfyUI's ``server`` and ``folder_paths`` modules stubbed.
"""
import asyncio
import atexit
import contextlib
import importlib.util
import io
@@ -18,7 +16,6 @@ import threading
import types
import unittest
import unittest.mock as mock
from pathlib import Path
from aiohttp import web
@@ -43,20 +40,13 @@ class FakePromptQueue:
return self.results.pop(0) if self.results else None
def fake_server_module(app=None, queue_task_done=False):
"""A ``server`` module whose PromptServer.instance accepts routes and hooks.
``app`` replaces the default app (one without aiohttp hooks);
``queue_task_done`` gives the queue a ``task_done``, so history registers.
"""
queue = FakePromptQueue()
if queue_task_done:
queue.task_done = lambda *a, **k: None
def fake_server_module():
"""A ``server`` module whose PromptServer.instance accepts routes and hooks."""
instance = types.SimpleNamespace(
routes=web.RouteTableDef(),
prompt_queue=queue,
prompt_queue=FakePromptQueue(),
handlers=[],
app=app if app is not None else types.SimpleNamespace(middlewares=[]),
app=types.SimpleNamespace(middlewares=[]),
)
instance.add_on_prompt_handler = instance.handlers.append
module = types.ModuleType("server")
@@ -102,7 +92,7 @@ def _import_package(name, db_path, output_dir, server=None):
try:
spec.loader.exec_module(package)
except BaseException:
cleanup_package(package, require_stopped=False)
cleanup_package(package)
raise
finally:
for key, module in saved.items():
@@ -113,34 +103,20 @@ def _import_package(name, db_path, output_dir, server=None):
return package, server.PromptServer.instance
def cleanup_package(package, require_stopped=True):
"""Stop fixture-owned workers before releasing its other resources.
The package's own teardown runs first (the reload case of #301); with
``require_stopped`` every part it reports must have stopped. The direct
stops after it also cover an import that failed before the teardown
existed, and a test that made a teardown step fail on purpose.
"""
teardown = getattr(package, "_stop_background_work", None)
if callable(teardown):
result = teardown()
if require_stopped:
assert all(result.values()), f"package teardown left work running: {result}"
monitor = getattr(package, "_global_image_monitor", None)
if monitor is not None:
assert monitor.stop_monitoring(), "package image monitor still running"
tracker = getattr(package, "_global_prompt_tracker", None)
if tracker is not None:
assert tracker.shutdown(), "package prompt cleanup thread still running"
def cleanup_package(package):
"""Stop fixture-owned workers before releasing its other resources."""
registration = getattr(package, "_history_registration", None)
if registration is not None:
assert registration.dispose(3), "package history worker leaked"
monitor = getattr(package, "_global_image_monitor", None)
if monitor is not None:
monitor.stop_monitoring()
close_every_database()
sys.modules.pop(package.__name__, None)
@contextlib.contextmanager
def load_package(name, db_path, output_dir, server=None, require_stopped=True):
def load_package(name, db_path, output_dir, server=None):
"""Dispose package workers before closing its isolated logging handlers."""
root_logger = logging.getLogger("prompt_manager")
loggers = [root_logger] + [
@@ -168,7 +144,7 @@ def load_package(name, db_path, output_dir, server=None, require_stopped=True):
try:
yield package, instance
finally:
cleanup_package(package, require_stopped=require_stopped)
cleanup_package(package)
finally:
current_loggers = [root_logger] + [
logger
@@ -580,406 +556,3 @@ class TestPackageLoggerIsolation(unittest.TestCase):
self.assert_logging_restored(
captured["handlers"], captured["package"]._history_registration
)
PACKAGE_THREAD_NAMES = ("PromptManagerPromptCleanup", "PromptManagerImageWorker")
def package_threads():
"""Live threads this design owns: the tracker, the image worker, and the
watchdog observer and emitters (which have no name of their own)."""
from watchdog.utils import BaseThread
return {
thread
for thread in threading.enumerate()
if thread.name in PACKAGE_THREAD_NAMES or isinstance(thread, BaseThread)
}
def hooked_app():
return types.SimpleNamespace(
middlewares=[], on_cleanup=[], on_startup=[], on_shutdown=[]
)
WAIT_SECONDS = 30 # ceiling for every Event wait (TESTING.md test rules)
def start_busy_worker(package, folder, name="busy.png"):
"""The image worker alive in its processing delay."""
handler = package._global_image_monitor.handler
if handler is None:
raise AssertionError("the package's monitor did not start")
handler.processing_delay = 3600
# Outside the watched folder, so the observer does not schedule it first.
path = os.path.join(folder, name)
with open(path, "wb") as image:
image.write(b"x" * 16)
if not handler.schedule(path) or not handler._worker.is_alive():
raise AssertionError("the image worker did not start")
return handler._worker
class PackageTeardownCase(unittest.TestCase):
"""Each test loads its own package (#301): the teardown runs once."""
def setUp(self):
self.tmp = tempfile.TemporaryDirectory()
self.addCleanup(self.tmp.cleanup)
self.addCleanup(lambda: self.assertEqual(open_handles_under(self.tmp.name), []))
self.output_dir = os.path.join(self.tmp.name, "output")
os.makedirs(self.output_dir)
self.db_path = os.path.join(self.tmp.name, "prompts.db")
def load(self, server=None, require_stopped=True, suffix=""):
name = f"pm_teardown_{self._testMethodName}{suffix}"
stack = contextlib.ExitStack()
self.addCleanup(stack.close)
stack.enter_context(contextlib.redirect_stdout(io.StringIO()))
package, _ = stack.enter_context(
load_package(
name,
self.db_path,
self.output_dir,
server,
require_stopped=require_stopped,
)
)
return package
def busy_worker(self, package, name="busy.png"):
return start_busy_worker(package, self.tmp.name, name)
def hold_a_preview(self, package, *, advance, kill_releases):
"""A preview worker held inside a fake encode that tracks a fake
ffmpeg, and a package clock that the monitor step moves by
``advance`` seconds. Cleanups release the encode first."""
# Not the watched folder. Real path for both the file and the root:
# macOS /var vs /private/var, Windows short names.
previews = os.path.realpath(os.path.join(self.tmp.name, "previews"))
os.makedirs(previews)
from PIL import Image
image = os.path.join(previews, "held.png")
Image.new("RGB", (8, 8), "red").save(image)
held = types.SimpleNamespace(
entered=threading.Event(),
release=threading.Event(),
killed=threading.Event(),
stop_seen=[],
timeouts=[],
now=[100.0],
)
class FakeFfmpeg:
def poll(self): # _track keeps only processes still running
return None
def kill(self):
held.killed.set()
if kill_releases:
held.release.set()
def held_encode(src, dst, settings, is_video, *, stop, guard, track):
track(FakeFfmpeg())
held.entered.set()
held.release.wait(WAIT_SECONDS)
held.stop_seen.append(stop())
return {"action": "skipped"}
api = package.api
monitor = package._global_image_monitor
real_stop = monitor.stop_monitoring
real_close = api.close_auto_thumbnails
def stop_then_advance(timeout):
ok = real_stop(timeout)
held.now[0] += advance
return ok
def recorded_close(final=False, timeout=None):
held.timeouts.append(timeout)
return real_close(final=final, timeout=timeout)
for target, name, value in (
(api, "_get_all_output_dirs", lambda: [Path(previews)]),
(api, "_generate_one", held_encode),
(api, "close_auto_thumbnails", recorded_close),
(monitor, "stop_monitoring", stop_then_advance),
(package, "_clock", lambda: held.now[0]),
):
patcher = mock.patch.object(target, name, value)
patcher.start()
self.addCleanup(patcher.stop)
self.assertEqual(api.queue_capture_thumbnail(image), "queued")
self.addCleanup(held.release.set)
self.assertTrue(held.entered.wait(WAIT_SECONDS), "the encode never started")
held.thumbnailer = api._auto_thumbnailer # the teardown drops the API's
held.worker = held.thumbnailer._worker
# Cleanups run newest first: release the encode, then join the worker
# (even when an assertion failed first), then end the patches.
self.addCleanup(held.worker.join, WAIT_SECONDS)
self.addCleanup(held.release.set)
self.assertTrue(held.worker.is_alive())
return held
class TestPackageTeardown(PackageTeardownCase):
def test_an_image_in_hand_queues_no_preview_during_teardown(self):
package = self.load()
monitor = package._global_image_monitor
real_stop = monitor.stop_monitoring
image = os.path.join(self.output_dir, "in_hand.png")
from PIL import Image
Image.new("RGB", (8, 8), "red").save(image)
seen = {}
def stop_with_an_image_in_hand(timeout):
# The worker read ``thumbnail_queue`` before the detach and now
# hands its finished image over (at exit, Python 3.12+ refuses a
# new thread here and logs a traceback).
seen["queued"] = package.api.queue_capture_thumbnail(image)
seen["worker"] = package.api._auto_thumbnailer
return real_stop(timeout)
with (
mock.patch.object(
package.api,
"_get_all_output_dirs",
return_value=[Path(os.path.realpath(self.output_dir))],
),
mock.patch.object(
monitor, "stop_monitoring", side_effect=stop_with_an_image_in_hand
),
):
result = package._stop_background_work()
self.assertEqual(seen["queued"], "skipped")
self.assertIsNone(seen["worker"])
self.assertTrue(all(result.values()), result)
def test_teardown_kills_ffmpeg_and_stops_the_preview_worker(self):
package = self.load()
held = self.hold_a_preview(package, advance=4.0, kill_releases=True)
result = package._stop_background_work()
self.assertTrue(held.killed.is_set())
self.assertEqual(held.timeouts, [6.0]) # min(30, 10 - 4)
self.assertTrue(result["thumbnails"], result)
self.assertFalse(held.worker.is_alive())
self.assertEqual(held.stop_seen, [True])
def test_on_cleanup_runs_the_teardown(self):
app = hooked_app()
package = self.load(fake_server_module(app=app))
self.assertIs(app.on_cleanup[0], package._stop_background_work_on_cleanup)
self.assertIsNone(package._background_work_result)
async def run_cleanup():
for callback in list(app.on_cleanup):
await callback(app)
asyncio.run(run_cleanup())
self.assertEqual(
package._background_work_result,
{"monitor": True, "thumbnails": True, "tracker": True},
)
def test_teardown_runs_before_history_dispose_at_exit(self):
with mock.patch("atexit.register", wraps=atexit.register) as register:
package = self.load(fake_server_module(queue_task_done=True))
registered = [call.args[0] for call in register.call_args_list]
registration = package._history_registration
self.assertIsNotNone(registration, "history did not register")
self.assertIn(registration.dispose, registered)
self.assertIn(package._stop_background_work, registered)
# atexit runs newest first: the teardown before the history dispose.
self.assertGreater(
registered.index(package._stop_background_work),
registered.index(registration.dispose),
)
class ListHandler(logging.Handler):
def __init__(self):
super().__init__(logging.INFO)
self.lines = []
def emit(self, record):
self.lines.append(f"{record.levelname}:{record.getMessage()}")
class TestPackageTeardownOnce(PackageTestCase):
"""The tests that only observe one plain teardown share one package.
The teardown runs once, so it runs here in ``setUpClass`` (per-test
``assertLogs`` cannot wrap it); the tests read what it recorded.
"""
package_name = "pm_teardown_once"
@classmethod
def setUpClass(cls):
with contextlib.redirect_stdout(io.StringIO()):
super().setUpClass()
package = cls.package
cls.monitor = package._global_image_monitor
cls.observer = cls.monitor.observer
cls.tracker_thread = package._global_prompt_tracker.cleanup_thread
cls.worker = start_busy_worker(package, cls.tmp.name)
cls.recorder_before = cls.monitor.review_recorder
logger = logging.getLogger("prompt_manager.init")
handler, level = ListHandler(), logger.level
logger.addHandler(handler)
logger.setLevel(logging.INFO) # otherwise set by the config
try:
with mock.patch("atexit.unregister", wraps=atexit.unregister) as unregister:
cls.result = package._stop_background_work()
finally:
logger.removeHandler(handler)
logger.setLevel(level)
cls.log = "\n".join(handler.lines)
cls.unregister_calls = unregister.call_args_list
def test_teardown_stops_every_part_once(self):
expected = {"monitor": True, "thumbnails": True, "tracker": True}
self.assertEqual(self.result, expected)
self.assertEqual(list(self.result), ["monitor", "thumbnails", "tracker"])
self.assertIn("Background work stopped in", self.log)
self.assertIn("monitor=ok thumbnails=ok tracker=ok", self.log)
self.assertFalse(self.worker.is_alive())
self.assertFalse(self.observer.is_alive())
self.assertFalse(self.tracker_thread.is_alive())
copy = self.package._stop_background_work()
copy["monitor"] = False # a copy: the stored result is unchanged
with mock.patch.object(self.monitor, "stop_monitoring") as again:
self.assertEqual(self.package._stop_background_work(), expected)
again.assert_not_called()
def test_teardown_detaches_the_monitor_callbacks(self):
self.assertIsNotNone(self.recorder_before)
self.assertIsNone(self.monitor.review_recorder)
self.assertIsNone(self.monitor.thumbnail_queue)
self.assertIsNone(self.monitor.output_listener)
def test_teardown_removes_its_atexit_callback(self):
self.assertEqual(
self.unregister_calls, [mock.call(self.package._stop_background_work)]
)
class TestPackageTeardownFailures(PackageTeardownCase):
"""A failing step never skips the later ones (design D14, R2)."""
def assert_tracker_stops_after(self, error):
package = self.load(require_stopped=False)
monitor = package._global_image_monitor
tracker_thread = package._global_prompt_tracker.cleanup_thread
with (
mock.patch.object(monitor, "stop_monitoring", side_effect=error),
self.assertLogs("prompt_manager.init", "WARNING") as logs,
):
result = package._stop_background_work()
self.assertFalse(result["monitor"])
self.assertTrue(result["tracker"])
self.assertFalse(tracker_thread.is_alive())
text = "\n".join(logs.output)
self.assertIn("Background work not stopped in time", text)
self.assertRegex(text, r"not stopped in time \([0-9.]+ s\): monitor$")
self.assertIn("Traceback", text)
def test_teardown_step_failure_does_not_skip_later_steps(self):
self.assert_tracker_stops_after(RuntimeError("stop failed"))
def test_second_interrupt_does_not_skip_the_tracker(self):
self.assert_tracker_stops_after(KeyboardInterrupt())
def test_an_interrupt_between_steps_still_records_the_teardown(self):
package = self.load(require_stopped=False)
real_step = package._teardown_step
def interrupted_before_the_previews(name, stop, logger):
if name == "the preview worker":
raise KeyboardInterrupt # outside the step's own try
return real_step(name, stop, logger)
with (
mock.patch.object(
package, "_teardown_step", interrupted_before_the_previews
),
mock.patch("atexit.unregister", wraps=atexit.unregister) as unregister,
self.assertRaises(KeyboardInterrupt),
):
package._stop_background_work()
expected = {"monitor": True, "thumbnails": False, "tracker": False}
self.assertEqual(package._background_work_result, expected)
unregister.assert_called_once_with(package._stop_background_work)
with mock.patch.object(
package._global_image_monitor, "stop_monitoring"
) as again:
self.assertEqual(package._stop_background_work(), expected)
again.assert_not_called()
def test_teardown_reports_a_preview_worker_still_held(self):
package = self.load(require_stopped=False)
held = self.hold_a_preview(package, advance=9.95, kill_releases=False)
with self.assertLogs("prompt_manager.init", "WARNING") as logs:
result = package._stop_background_work()
self.assertTrue(held.killed.is_set())
self.assertEqual(len(held.timeouts), 1)
self.assertAlmostEqual(held.timeouts[0], 0.05, places=6)
self.assertTrue(held.thumbnailer.closed)
self.assertFalse(result["thumbnails"], result)
self.assertRegex("\n".join(logs.output), r"not stopped in time .*thumbnails")
held.release.set()
held.worker.join(WAIT_SECONDS)
self.assertFalse(held.worker.is_alive())
self.assertEqual(held.stop_seen, [True])
def test_teardown_shares_one_deadline(self):
package = self.load(require_stopped=False)
now = [100.0]
seen = []
def step(timeout, **_):
seen.append(timeout)
now[0] += 6.0
return True
with (
mock.patch.object(package, "_clock", lambda: now[0]),
mock.patch.object(
package._global_image_monitor, "stop_monitoring", side_effect=step
),
mock.patch.object(
package.api,
"close_auto_thumbnails",
side_effect=lambda final=False, timeout=None: step(timeout),
),
mock.patch.object(
package._global_prompt_tracker, "shutdown", side_effect=step
),
):
package._stop_background_work()
self.assertEqual(seen, [5.0, 4.0, 0.0])
class TestRepeatedLoads(PackageTeardownCase):
def test_repeated_loads_leave_no_threads(self):
for round_ in range(3):
before = package_threads()
with contextlib.redirect_stdout(io.StringIO()):
with load_package(
f"pm_teardown_repeat_{round_}",
self.db_path,
self.output_dir,
) as (package, _):
self.busy_worker(package, f"busy_{round_}.png")
started = package_threads() - before
self.assertTrue(started, "the package started no thread")
left = {t for t in package_threads() - before if t.is_alive()}
self.assertEqual(left, set(), f"round {round_}")
+1 -1
View File
@@ -460,7 +460,7 @@ class TestLegacyRoutesHoldTheRegistry(_LegacyHoldCase):
async def test_second_legacy_autotag_batch_keeps_its_json_409(self):
from py.api.autotag_routes import _BUSY_ERROR
self._run_job("autotag", "Tag output images (legacy page)")
self._run_job("autotag", "Auto-tag images (legacy page)")
resp = await self.client.request(
"POST", "/prompt_manager/autotag/start", json={}
)
-3
View File
@@ -29,7 +29,6 @@ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from database import library_move as lm # noqa: E402
from database import models # noqa: E402
from database.operations import PromptDatabase # noqa: E402
from tests.background_stops import close_handler # noqa: E402
from tests.open_handles import assert_closed # noqa: E402
from utils import library_location as ll # noqa: E402
from utils import usage_tracking # noqa: E402
@@ -205,7 +204,6 @@ class TestBackgroundWritesSurviveTheSwitch(_MoveCase):
image = os.path.join(self.comfy, "output", "late.png")
writer_db = PromptDatabase(self.old_db)
handler = ImageGenerationHandler(writer_db, mock.MagicMock())
self.addCleanup(close_handler, self, handler)
started = threading.Event()
probe = _CrossThreadCloseProbe()
outcome = {}
@@ -258,7 +256,6 @@ class TestBackgroundWritesSurviveTheSwitch(_MoveCase):
db = PromptDatabase(self.old_db)
handler = ImageGenerationHandler(db, mock.MagicMock())
self.addCleanup(close_handler, self, handler)
image = os.path.join(self.comfy, "output", "orphan.png")
with mock.patch.object(handler, "logger") as log:
handler.link_image_to_prompt(image, {"id": 99999}, {})
+28 -407
View File
@@ -252,7 +252,7 @@ class LoraImportAPITestCase(LoraAPITestCase):
self._patches = [
patch.object(
lora_utils, "default_lora_roots", return_value=[str(self.loras)]
lora_utils, "find_lora_directories", return_value=[str(self.loras)]
),
patch.object(
lora_utils, "get_lora_image_cache_dir", return_value=self.cache_dir
@@ -276,8 +276,6 @@ class LoraImportAPITestCase(LoraAPITestCase):
await super().tearDownAsync()
def _two_loras(self):
"""``neon`` has only a CivitAI image (downloaded); ``plain`` has a
local preview (linked where it is, nothing downloaded)."""
_write_metadata(
self.loras,
"neon",
@@ -285,8 +283,8 @@ class LoraImportAPITestCase(LoraAPITestCase):
images=["https://civitai.com/a.png"],
prompt="neon street",
)
_write_metadata(self.loras, "plain", images=["https://civitai.com/p.png"])
(self.loras / "plain.png").write_bytes(_png_bytes())
(self.loras / "neon.png").write_bytes(_png_bytes())
_write_metadata(self.loras, "plain")
async def _post(self, url, body=None):
resp = await self._post_json(url, {} if body is None else body)
@@ -323,34 +321,8 @@ class LoraImportRouteTests(LoraImportAPITestCase):
self.assertEqual(resp.status, 200, plan)
self.assertEqual(
{
k: plan[k]
for k in (
"lora_files",
"with_metadata",
"skipped",
"with_local_media",
"current_imports",
)
},
{
"lora_files": 3,
"with_metadata": 2,
"skipped": 1,
"with_local_media": 1,
"current_imports": 2,
},
)
self.assertEqual(
plan["layout"],
{
"source": "environment",
"settings_file": str(self.lm_settings / "settings.json"),
"error": None,
"mode": "alongside",
"library": "default",
"example_images": False,
},
{k: plan[k] for k in ("lora_files", "with_metadata", "current_imports")},
{"lora_files": 3, "with_metadata": 2, "current_imports": 2},
)
self.assertEqual(plan["blocked_by_pairs"], 0)
self.assertEqual(plan["planned_downloads"], 1)
@@ -364,95 +336,7 @@ class LoraImportRouteTests(LoraImportAPITestCase):
self.assertEqual(_size(db_path + "-shm"), shm)
self.assertEqual(_snapshot(self.api.db), rows)
self.assertNotIn(SECRET_KEY, json.dumps(plan))
# The settings file is the only absolute path the review shows.
shown = dict(plan, layout=dict(plan["layout"], settings_file=None))
self.assertNotIn(str(self.tmp_root), json.dumps(shown))
async def test_unusable_settings_review_offers_no_token(self):
self._two_loras()
(self.lm_settings / "settings.json").write_text("[1, 2]")
resp, plan = await self._post(PREVIEW)
self.assertEqual(resp.status, 200, plan)
self.assertIsNone(plan["token"])
self.assertEqual(
plan["layout"]["error"], "the settings file is not a JSON object"
)
self.assertEqual((plan["lora_files"], plan["with_metadata"]), (0, 0))
self.assertEqual(self.requests, [])
async def test_centralized_review_counts_what_it_skips(self):
sidecars = self.tmp_root / "sidecars"
examples = self.tmp_root / "examples"
(self.lm_settings / "settings.json").write_text(
json.dumps(
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(sidecars),
"example_images_path": str(examples),
"libraries": {"comfyui": {}},
"active_library": "comfyui",
}
)
)
component = sidecars / "loras-0a1b2c3d"
component.mkdir(parents=True)
model = self.loras / "neon.safetensors"
model.write_bytes(b"m")
meta = {"model_name": "neon", "file_path": str(model), "sha256": "AB12"}
(component / "neon.metadata.json").write_text(json.dumps(meta))
(examples / "ab12").mkdir(parents=True)
(examples / "ab12" / "image_1.png").write_bytes(_png_bytes())
gone = dict(meta, file_path=str(self.loras / "gone.safetensors"))
(component / "gone.metadata.json").write_text(json.dumps(gone))
(component / "broken.metadata.json").write_text("{{{")
resp, plan = await self._post(PREVIEW)
self.assertEqual(resp.status, 200, plan)
self.assertEqual(
(
plan["lora_files"],
plan["with_metadata"],
plan["skipped"],
plan["with_local_media"],
plan["planned_downloads"],
),
(3, 1, 2, 1, 0),
)
self.assertEqual(
(plan["layout"]["mode"], plan["layout"]["library"]),
("centralized", "comfyui"),
)
self.assertTrue(plan["layout"]["example_images"])
resp, body = await self._post(APPLY, {"token": plan["token"]})
job = self.api._jobs.get(body["job"]["id"])
await job.task
self.assertEqual(job.state, "finished", job.log)
self.assertEqual(self.requests, [])
self.assertEqual(
[row["detail"] for row in job.outcomes["skipped"]],
["broken.metadata.json"],
)
imported = self.api.db.search_prompts(category=CATEGORY)
images = self.api.db.get_prompt_images(imported[0]["id"])
self.assertEqual(
[os.path.basename(i["image_path"]) for i in images], ["image_1.png"]
)
async def test_an_unlistable_folder_says_so_in_the_review(self):
self._two_loras()
error = PermissionError(13, "Permission denied", str(self.loras / "lost+found"))
with patch.object(lora_import, "discover_sidecars", side_effect=error):
resp, body = await self._post(PREVIEW)
self.assertEqual((resp.status, body["code"]), (500, "folder-unreadable"))
self.assertEqual(
body["error"],
"A LoRA folder could not be listed (Permission denied: lost+found). "
"Nothing was changed.",
)
self.assertNotIn(str(self.tmp_root), json.dumps(body))
self.assertNotIn(str(self.tmp_root), json.dumps(plan))
async def test_preview_requires_the_integration(self):
IntegrationConfig.LORA_MANAGER_ENABLED = False
@@ -474,7 +358,7 @@ class LoraImportRouteTests(LoraImportAPITestCase):
self._two_loras()
resp, plan = await self._post(PREVIEW)
rows = _snapshot(self.api.db)
meta = self.loras / "plain.metadata.json"
meta = self.loras / "plain.safetensors.metadata.json"
meta.write_text(meta.read_text() + " ")
resp, body = await self._post(APPLY, {"token": plan["token"]})
@@ -513,39 +397,19 @@ class LoraImportRouteTests(LoraImportAPITestCase):
imported = self.api.db.search_prompts(category=CATEGORY)
self.assertEqual(sorted(p["text"] for p in imported), ["neon street", "plain"])
neon = next(p for p in imported if p["text"] == "neon street")
self.assertEqual(len(self.api.db.get_prompt_images(neon["id"])), 1)
# plain's local preview is linked where it is; its CivitAI image is not
# downloaded (#355).
plain = next(p for p in imported if p["text"] == "plain")
self.assertEqual(
[i["image_path"] for i in self.api.db.get_prompt_images(plain["id"])],
[os.path.realpath(self.loras / "plain.png")],
)
self.assertEqual(
[r.full_url for r in self.requests], ["https://civitai.com/a.png"]
)
self.assertEqual(len(self.api.db.get_prompt_images(neon["id"])), 2)
self.assertEqual(len(self.api.db.search_prompts(category="portraits")), 1)
# The token is single-use.
resp, body = await self._post(APPLY, {"token": plan["token"]})
self.assertEqual((resp.status, body["code"]), (409, "plan-used"))
async def test_a_finished_import_clears_the_layout_cache(self):
# #362: the import may link files under a folder LoraManager created
# after the image routes cached its layout.
self._two_loras()
with patch("py.lora_utils.clear_layout_cache") as clear:
_plan, job = await self._apply_reviewed()
await job.task
self.assertEqual(job.state, "finished", job.log)
clear.assert_called_once_with()
async def test_discovery_failure_keeps_previous_imports(self):
self._two_loras()
before = _snapshot(self.api.db)
# Legacy scan: discovery raises once the stream is open.
with patch.object(
lora_import, "discover_sidecars", side_effect=OSError("share gone")
lora_utils, "find_lora_directories", side_effect=OSError("share gone")
):
resp = await self.client.request("POST", SCAN)
events = self._sse(await resp.text())
@@ -701,7 +565,6 @@ class LoraImportRouteTests(LoraImportAPITestCase):
async def test_legacy_scan_events_unchanged_on_success(self):
self._two_loras()
(self.loras / "broken.metadata.json").write_text("{{{")
(self.loras / "broken.safetensors").write_bytes(b"model")
resp = await self.client.request("POST", SCAN)
events = self._sse(await resp.text())
@@ -946,35 +809,6 @@ class LoraImportRefusalTests(LoraImportAPITestCase):
self.assertEqual((job.state, job.scope["failure"]), ("failed", "plan-changed"))
self.assertEqual(_snapshot(self.api.db), before)
async def test_a_refused_import_keeps_the_layout_cache(self):
self._two_loras()
resp, plan = await self._post(PREVIEW)
self.api.db.save_prompt(
text="late", category=CATEGORY, prompt_hash=generate_prompt_hash("late")
)
with patch("py.lora_utils.clear_layout_cache") as clear:
resp, body = await self._post(APPLY, {"token": plan["token"]})
job = self.api._jobs.get(body["job"]["id"])
await job.task
self.assertEqual(job.scope["failure"], "plan-changed")
clear.assert_not_called()
async def test_start_refused_when_a_skipped_sidecar_changed(self):
# #362 CUJ 4: the review counted the orphan as skipped.
self._two_loras()
orphan = self.loras / "orphan.metadata.json"
orphan.write_text(json.dumps({"model_name": "orphan"}))
resp, plan = await self._post(PREVIEW)
self.assertEqual(resp.status, 200, plan)
self.assertEqual((plan["lora_files"], plan["skipped"]), (3, 1))
before = _snapshot(self.api.db)
orphan.write_text(orphan.read_text() + " ")
resp, body = await self._post(APPLY, {"token": plan["token"]})
self.assertEqual(resp.status, 409, body)
self.assertEqual(body["code"], "plan-changed")
self.assertEqual(self.api._jobs.list(), [])
self.assertEqual(_snapshot(self.api.db), before)
async def test_a_pair_saved_after_the_review_blocks_the_job(self):
self._two_loras()
resp, plan = await self._post(PREVIEW)
@@ -1019,13 +853,13 @@ class LoraImportRefusalTests(LoraImportAPITestCase):
async def test_files_changed_while_staging_fail_the_job(self):
# I1: LoraManager rewrites a metadata file while the downloads run.
meta = self.loras / "plain.metadata.json"
meta = self.loras / "plain.safetensors.metadata.json"
await self._change_during_download(
lambda: meta.write_text(meta.read_text() + " ")
)
async def test_a_file_removed_while_staging_fails_the_job(self):
meta = self.loras / "plain.metadata.json"
meta = self.loras / "plain.safetensors.metadata.json"
await self._change_during_download(meta.unlink)
async def test_a_file_added_while_staging_fails_the_job(self):
@@ -1035,7 +869,7 @@ class LoraImportRefusalTests(LoraImportAPITestCase):
self._two_loras()
before = _snapshot(self.api.db)
self.gate = threading.Event()
meta = self.loras / "plain.metadata.json"
meta = self.loras / "plain.safetensors.metadata.json"
resp = await self.client.request("POST", SCAN)
loop = asyncio.get_running_loop()
self.assertTrue(await loop.run_in_executor(None, self.downloading.wait, 10))
@@ -1152,250 +986,37 @@ class LoraImportRestoreTests(LoraImportAPITestCase):
class LoraImportStageTests(unittest.TestCase):
"""The stages over a disposable LoraManager install (#355)."""
def setUp(self):
self.tmp = Path(tempfile.mkdtemp()).resolve()
self.tmp = Path(tempfile.mkdtemp())
self.addCleanup(lambda: __import__("shutil").rmtree(self.tmp, True))
self.lm = _make_lora_manager(self.tmp / "custom_nodes")
self.loras = self.tmp / "loras"
self.loras.mkdir()
self.settings = self.tmp / "settings"
self.settings.mkdir()
self.roots = [str(self.loras)]
patchers = [
patch.object(
lora_utils,
"custom_nodes_directories",
return_value=[self.tmp / "custom_nodes"],
),
patch.object(lora_utils, "default_lora_roots", lambda: list(self.roots)),
patch.dict(os.environ, {"LORA_MANAGER_SETTINGS_DIR": str(self.settings)}),
]
for patcher in patchers:
patcher.start()
self.addCleanup(patcher.stop)
def settings_file(self, data):
(self.settings / "settings.json").write_text(json.dumps(data))
def discover(self):
return lora_import.discover(str(self.lm))
def test_discover_sorts_and_drops_repeats(self):
a = self.loras / "a"
b = self.loras / "a" / "b"
a = self.tmp / "a"
b = self.tmp / "a" / "b"
b.mkdir(parents=True)
_write_metadata(b, "zeta")
_write_metadata(a, "alpha")
self.roots = [str(a), str(b)]
discovery = self.discover()
names = [s.metadata_path.name for s in discovery.sidecars]
self.assertEqual(names, ["alpha.metadata.json", "zeta.metadata.json"])
self.assertEqual(discovery.scanned, 2)
def test_discover_without_an_install_finds_nothing(self):
_write_metadata(self.loras, "alpha")
discovery = lora_import.discover(str(self.tmp))
self.assertEqual(discovery.layout.error, "no LoraManager install found")
self.assertEqual(discovery.sidecars, [])
with patch.object(
lora_utils, "find_lora_directories", return_value=[str(a), str(b)]
):
files = lora_import.discover(str(self.tmp))
self.assertEqual([f.name for f in files][0], "alpha.safetensors.metadata.json")
self.assertEqual(len(files), 2)
def test_fingerprint_follows_size_and_mtime(self):
meta = _write_metadata(self.loras, "one")
first = lora_import.fingerprint(self.discover())
self.assertEqual(lora_import.fingerprint(self.discover()), first)
meta = _write_metadata(self.tmp, "one")
first = lora_import.fingerprint([meta])
self.assertEqual(lora_import.fingerprint([meta]), first)
meta.write_text(meta.read_text() + " ")
self.assertNotEqual(lora_import.fingerprint(self.discover()), first)
changed = lora_import.fingerprint(self.discover())
self.assertNotEqual(lora_import.fingerprint([meta]), first)
meta.unlink()
self.assertNotEqual(lora_import.fingerprint(self.discover()), changed)
def test_fingerprint_ignores_unrelated_settings(self):
_write_metadata(self.loras, "one")
self.settings_file({"civitai_api_key": "a"})
first = lora_import.fingerprint(self.discover())
self.settings_file({"civitai_api_key": "b", "theme": "dark"})
self.assertEqual(lora_import.fingerprint(self.discover()), first)
sidecars = self.tmp / "sidecars"
sidecars.mkdir()
self.settings_file(
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(sidecars),
}
)
self.assertNotEqual(lora_import.fingerprint(self.discover()), first)
# #362: a skipped sidecar is part of what the review counted.
def _assert_fingerprint_follows(self, change):
first = lora_import.fingerprint(self.discover())
self.assertEqual(lora_import.fingerprint(self.discover()), first)
change()
self.assertNotEqual(lora_import.fingerprint(self.discover()), first)
def _assert_add_edit_remove_change_it(self, path, text):
self._assert_fingerprint_follows(lambda: path.write_text(text))
self._assert_fingerprint_follows(
lambda: path.write_text(path.read_text() + " ")
)
self._assert_fingerprint_follows(path.unlink)
def _centralized(self):
sidecars = self.tmp / "sidecars"
sidecars.mkdir()
self.settings_file(
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(sidecars),
}
)
model = self.loras / "kept.safetensors"
model.write_bytes(b"m")
(sidecars / "kept.metadata.json").write_text(
json.dumps({"file_path": str(model)})
)
return sidecars
def test_fingerprint_follows_a_centralized_sidecar_whose_model_is_missing(self):
sidecars = self._centralized()
gone = self.loras / "gone.safetensors"
self._assert_add_edit_remove_change_it(
sidecars / "gone.metadata.json", json.dumps({"file_path": str(gone)})
)
self.assertEqual(len(self.discover().sidecars), 1)
def test_fingerprint_follows_a_checkpoint_sidecar_outside_the_lora_roots(self):
sidecars = self._centralized()
checkpoints = self.tmp / "checkpoints"
checkpoints.mkdir()
ckpt = checkpoints / "base.safetensors"
ckpt.write_bytes(b"c")
self._assert_add_edit_remove_change_it(
sidecars / "base.metadata.json", json.dumps({"file_path": str(ckpt)})
)
def test_fingerprint_follows_an_alongside_sidecar_without_its_model(self):
_write_metadata(self.loras, "kept")
self._assert_add_edit_remove_change_it(
self.loras / "orphan.metadata.json", json.dumps({"model_name": "orphan"})
)
self.assertEqual(len(self.discover().sidecars), 1)
def test_fingerprint_follows_a_missing_file_between_stat_calls(self):
meta = _write_metadata(self.loras, "one")
discovery = self.discover()
first = lora_import.fingerprint(discovery)
meta.unlink()
self.assertNotEqual(lora_import.fingerprint(discovery), first)
self.assertNotEqual(lora_import.fingerprint([meta]), first)
def test_stage_cancel_before_a_file_raises(self):
_write_metadata(self.loras, "one")
meta = _write_metadata(self.tmp, "one")
with self.assertRaises(lora_import.ImportCancelled):
lora_import.stage(
self.discover(),
self.tmp,
media_extensions=MEDIA,
cancelled=lambda: True,
)
def test_local_media_means_no_download(self):
_write_metadata(self.loras, "neon", images=["https://civitai.com/a.png"])
(self.loras / "neon.mp4").write_bytes(b"video")
def refuse(*args, **kwargs):
raise AssertionError("a LoRA with local media downloads nothing")
with patch.object(lora_utils, "download_civitai_images", refuse):
staged = lora_import.stage(
self.discover(), self.tmp, media_extensions=MEDIA
)
self.assertEqual(staged.skipped, [])
self.assertEqual(
staged.records[0]["images"], [os.path.realpath(self.loras / "neon.mp4")]
)
def test_a_lora_without_local_media_downloads(self):
_write_metadata(self.loras, "neon", images=["https://civitai.com/a.png"])
calls = []
def download(metadata, path, cache_dir, api_key, stats=None):
calls.append(path.name)
return ["/cache/a.jpg"]
with patch.object(lora_utils, "download_civitai_images", download):
staged = lora_import.stage(
self.discover(), self.tmp, media_extensions=MEDIA
)
self.assertEqual(calls, ["neon.metadata.json"])
self.assertEqual(staged.records[0]["images"], ["/cache/a.jpg"])
def test_alongside_records_match_the_previous_import(self):
_write_metadata(
self.loras,
"neon",
words=["glow", "glow"],
images=["https://civitai.com/a.png"],
prompt="neon street",
)
(self.loras / "neon.png").write_bytes(b"x")
staged = lora_import.stage(self.discover(), self.tmp, media_extensions=MEDIA)
self.assertEqual(
staged.records,
[
{
"name": "neon",
"text": "neon street",
"hash": generate_prompt_hash("neon street"),
"tags": ["lora-manager", "lora:neon", "glow"],
"images": [os.path.realpath(self.loras / "neon.png")],
}
],
)
def test_preview_counts_local_media_and_downloads(self):
_write_metadata(self.loras, "local", images=["https://civitai.com/l.png"])
(self.loras / "local.webp").write_bytes(b"x")
_write_metadata(
self.loras,
"remote",
images=["https://civitai.com/r1.png", "https://civitai.com/r2.png"],
)
(self.loras / "orphan.metadata.json").write_text("{}")
found = lora_import.preview(str(self.lm), self.tmp / "cache", MEDIA)
self.assertEqual(
{
k: found[k]
for k in (
"lora_files",
"with_metadata",
"skipped",
"with_local_media",
"planned_downloads",
)
},
{
"lora_files": 3,
"with_metadata": 2,
"skipped": 1,
"with_local_media": 1,
"planned_downloads": 2,
},
)
self.assertEqual(found["names"], ["local", "remote"])
self.assertEqual(found["layout"]["mode"], "alongside")
def test_preview_of_an_unusable_layout(self):
(self.settings / "settings.json").write_text("nope")
_write_metadata(self.loras, "one")
found = lora_import.preview(str(self.lm), self.tmp / "cache", MEDIA)
self.assertEqual(
found["layout"]["error"], "the settings file is not valid JSON"
)
self.assertEqual((found["lora_files"], found["with_metadata"]), (0, 0))
MEDIA = frozenset({".png", ".jpg", ".jpeg", ".webp", ".mp4", ".webm"})
lora_import.stage([meta], self.tmp, cancelled=lambda: True)
if __name__ == "__main__":
-590
View File
@@ -1,590 +0,0 @@
"""The LoraManager layout cache for the image hot paths (#362).
``py/lora_layout_cache.py``. Every test injects the install resolver, the
layout loader (both counting calls), the wall clock, the monotonic clock and,
where needed, ``stat`` and ``pathmod``, over a temporary folder. No test
sleeps: modification times are set with ``os.utime`` and the clocks are
plain attributes the test moves.
"""
import ntpath
import os
import shutil
import sys
import tempfile
import threading
import time
import unittest
from dataclasses import replace
from pathlib import Path, PureWindowsPath
from types import SimpleNamespace
from unittest.mock import patch
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from py import lora_layout_cache as cache_module
from py.lora_layout_cache import (
MAX_AGE_SECONDS,
MISSING,
RACY_SECONDS,
LayoutCache,
)
from py.lora_manager_layout import UNREADABLE, LoraManagerLayout, _canonical
SECOND_NS = 10**9
# NTFS keeps modification times in 100 ns steps and FAT in 2 s steps: every
# time a test sets is a whole millisecond, and a test whose file system rounds
# it anyway skips (``set_mtime``).
TICK_NS = 10**6
def make_layout(settings_path=None, media_roots=(), error=None, source="user config"):
return LoraManagerLayout(
settings_path=settings_path,
source=source,
error=error,
mode="alongside",
lora_roots=tuple(media_roots),
sidecar_root=None,
example_images_root=None,
library="default",
media_roots=tuple(media_roots),
)
class CacheTestCase(unittest.TestCase):
"""An install, its plugin settings file, a settings file and a LoRA root."""
def setUp(self):
self.tmp = Path(tempfile.mkdtemp()).resolve()
self.addCleanup(shutil.rmtree, self.tmp)
self.install_dir = self.tmp / "custom_nodes" / "ComfyUI-Lora-Manager"
self.install_dir.mkdir(parents=True)
self.plugin_settings = self.install_dir / "settings.json"
self.settings = self.tmp / "user-config" / "settings.json"
self.settings.parent.mkdir()
self.root_dir = self.tmp / "loras"
self.root_dir.mkdir()
# Files are written ten minutes before the injected wall clock, so
# nothing is racy unless a test sets a recent modification time.
self.now_ns = time.time_ns() // TICK_NS * TICK_NS
self.mono = 1000.0
self.resolved = []
self.loaded = []
self.install = _canonical(str(self.install_dir))
self.layout = make_layout(
settings_path=self.settings,
media_roots=(_canonical(str(self.root_dir)),),
)
self.write(self.settings, "{}")
def write(self, path, text, mtime_ns=None):
Path(path).write_text(text, encoding="utf-8")
stamp = mtime_ns if mtime_ns is not None else self.now_ns - 600 * SECOND_NS
self.set_mtime(path, stamp)
def set_mtime(self, path, stamp):
os.utime(path, ns=(stamp, stamp))
if os.stat(path).st_mtime_ns != stamp:
self.skipTest("this file system rounds modification times")
def resolve(self, key):
self.resolved.append(key)
return self.install
def load(self, install):
self.loaded.append(install)
return self.layout
def cache(self, **kwargs):
kwargs.setdefault("wall_ns", lambda: self.now_ns)
kwargs.setdefault("monotonic", lambda: self.mono)
return LayoutCache(
kwargs.pop("resolve", self.resolve), kwargs.pop("load", self.load), **kwargs
)
class ValidationTests(CacheTestCase):
def test_hit_reuses_the_entry_without_resolving_or_loading(self):
cache = self.cache()
first = cache.get("")
second = cache.get("")
self.assertEqual(len(self.resolved), 1)
self.assertEqual(len(self.loaded), 1)
self.assertIs(first[1], second[1])
self.assertIs(first[0], second[0])
self.assertEqual(first, (self.install, self.layout))
def test_settings_size_change_reloads_once(self):
cache = self.cache()
cache.get("")
stamp = self.settings.stat().st_mtime_ns
self.write(self.settings, '{"a": 1}', mtime_ns=stamp)
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_settings_mtime_change_reloads_once(self):
cache = self.cache()
cache.get("")
self.set_mtime(self.settings, self.settings.stat().st_mtime_ns + TICK_NS)
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_settings_deletion_reloads_once(self):
cache = self.cache()
cache.get("")
self.settings.unlink()
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_settings_creation_reloads_once(self):
self.settings.unlink()
cache = self.cache()
cache.get("")
self.write(self.settings, "{}")
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_plugin_settings_change_reloads_once(self):
cache = self.cache()
cache.get("")
self.write(self.plugin_settings, '{"use_portable_settings": true}')
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_a_different_configured_path_reloads(self):
cache = self.cache()
cache.get("")
cache.get("other")
self.assertEqual(self.resolved, ["", "other"])
self.assertEqual(len(self.loaded), 2)
def test_a_different_home_folder_reloads(self):
# The folder guard compares against the home folder: a cached layout
# must not outlive a change of it.
home = {"value": str(self.tmp / "home-a")}
cache = self.cache(home=lambda: home["value"])
cache.get("")
cache.get("")
home["value"] = str(self.tmp / "home-b")
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_configured_path_is_stripped_for_the_key_and_the_resolver(self):
cache = self.cache()
cache.get(" x ")
cache.get("x")
self.assertEqual(self.resolved, ["x"])
self.assertEqual(len(self.loaded), 1)
def test_a_recently_modified_file_is_not_stored(self):
self.write(self.settings, "{}", mtime_ns=self.now_ns - SECOND_NS)
cache = self.cache()
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
self.assertIsNone(cache._entry)
self.now_ns += RACY_SECONDS * SECOND_NS
cache.get("")
self.assertIsNotNone(cache._entry)
cache.get("")
self.assertEqual(len(self.loaded), 3)
def test_racy_boundary(self):
# Exactly RACY_SECONDS old is trusted; anything newer is not.
boundary = self.now_ns - RACY_SECONDS * SECOND_NS
self.write(self.settings, "{}", mtime_ns=boundary + TICK_NS)
cache = self.cache()
cache.get("")
self.assertIsNone(cache._entry)
self.set_mtime(self.settings, boundary)
cache.get("")
self.assertIsNotNone(cache._entry)
def test_a_modification_time_in_the_future_is_racy(self):
self.write(self.plugin_settings, "{}", mtime_ns=self.now_ns + 60 * SECOND_NS)
cache = self.cache()
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 2)
self.assertIsNone(cache._entry)
def test_a_missing_file_is_not_racy(self):
self.assertFalse(self.plugin_settings.exists())
self.settings.unlink()
cache = self.cache()
cache.get("")
self.assertIsNotNone(cache._entry)
signatures = dict(cache._entry.signatures)
self.assertTrue(all(value is MISSING for value in signatures.values()))
self.assertEqual(len(signatures), 2)
def test_entry_is_reused_below_the_maximum_age_and_reloaded_at_it(self):
cache = self.cache()
cache.get("")
stored_at = self.mono
self.mono = stored_at + MAX_AGE_SECONDS - 0.5
cache.get("")
self.assertEqual(len(self.loaded), 1)
self.mono = stored_at + MAX_AGE_SECONDS
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_a_wall_clock_moved_backward_does_not_extend_the_age(self):
cache = self.cache()
cache.get("")
self.now_ns -= 3600 * SECOND_NS
self.mono += MAX_AGE_SECONDS
# The old entry is too old; the new load sees files "from the future"
# (racy) and is not stored, but it does load.
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_stat_failure_on_a_hit_reloads(self):
failing = {"on": False}
def stat(path):
if failing["on"]:
raise PermissionError(13, "sharing violation", path)
return os.stat(path)
cache = self.cache(stat=stat)
cache.get("")
failing["on"] = True
cache.get("")
self.assertEqual(len(self.loaded), 2)
self.assertIsNone(cache._entry)
def test_stat_failure_on_a_miss_leaves_the_layout_unstored(self):
def stat(path):
raise PermissionError(13, "sharing violation", path)
cache = self.cache(stat=stat)
self.assertEqual(cache.get(""), (self.install, self.layout))
self.assertIsNone(cache._entry)
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_an_unreadable_settings_layout_is_not_stored(self):
self.layout = make_layout(settings_path=self.settings, error=UNREADABLE)
cache = self.cache()
self.assertEqual(cache.get("")[1].error, UNREADABLE)
cache.get("")
self.assertEqual(len(self.loaded), 2)
self.assertIsNone(cache._entry)
def test_other_layout_errors_are_stored(self):
self.layout = make_layout(
settings_path=self.settings, error="the settings file is not valid JSON"
)
cache = self.cache()
cache.get("")
cache.get("")
self.assertEqual(len(self.loaded), 1)
def _symlink(self, link, target):
try:
os.symlink(target, link, target_is_directory=True)
except (OSError, NotImplementedError) as error:
self.skipTest(f"symlinks are not available here: {error}")
def test_a_media_root_swapped_for_a_symlink_reloads(self):
elsewhere = self.tmp / "elsewhere"
elsewhere.mkdir()
cache = self.cache()
cache.get("")
shutil.rmtree(self.root_dir)
self._symlink(self.root_dir, elsewhere)
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_an_install_swapped_for_a_symlink_reloads(self):
elsewhere = self.tmp / "elsewhere-lm"
elsewhere.mkdir()
cache = self.cache()
cache.get("")
moved = self.tmp / "moved-lm"
self.install_dir.rename(moved)
self._symlink(self.install_dir, elsewhere)
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_a_root_whose_realpath_fails_reloads(self):
cache = self.cache()
cache.get("")
with patch.object(
cache_module, "_canonical", side_effect=OSError("realpath failed")
):
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_a_stat_value_error_cannot_validate(self):
def stat(path):
raise ValueError("embedded null character in path")
cache = self.cache(stat=stat)
cache.get("")
self.assertIsNone(cache._entry)
def test_not_a_directory_is_missing(self):
def stat(path):
raise NotADirectoryError(20, "Not a directory", path)
cache = self.cache(stat=stat)
cache.get("")
self.assertTrue(
all(value is MISSING for _path, value in cache._entry.signatures)
)
cache.get("")
self.assertEqual(len(self.loaded), 1)
def test_an_offline_windows_share_cannot_validate(self):
def stat(path):
error = FileNotFoundError(2, "The network path was not found", path)
error.winerror = 53
raise error
cache = self.cache(stat=stat)
cache.get("")
self.assertIsNone(cache._entry)
def test_a_failed_reload_leaves_no_stale_entry(self):
failing = {"on": False}
def load(install):
self.loaded.append(install)
if failing["on"]:
raise RuntimeError("boom")
return self.layout
cache = self.cache(load=load)
cache.get("")
self.mono += MAX_AGE_SECONDS
failing["on"] = True
with self.assertRaises(RuntimeError):
cache.get("")
self.assertIsNone(cache._entry)
def test_a_resolve_failure_propagates_and_stores_nothing(self):
def resolve(key):
raise RuntimeError("boom")
cache = self.cache(resolve=resolve)
with self.assertRaises(RuntimeError):
cache.get("")
self.assertIsNone(cache._entry)
def test_without_a_settings_path_only_the_plugin_file_is_watched(self):
self.layout = make_layout(media_roots=self.layout.media_roots)
cache = self.cache()
cache.get("")
self.assertEqual(
[path for path, _sig in cache._entry.signatures],
[os.path.join(self.install, "settings.json")],
)
def test_portable_settings_are_watched_once(self):
self.layout = make_layout(settings_path=self.install_dir / "settings.json")
cache = self.cache()
cache.get("")
self.assertEqual(len(cache._entry.signatures), 1)
def test_a_load_failure_propagates_and_stores_nothing(self):
calls = []
def load(install):
calls.append(install)
if len(calls) == 1:
raise RuntimeError("boom")
return self.layout
cache = self.cache(load=load)
with self.assertRaises(RuntimeError):
cache.get("")
self.assertIsNone(cache._entry)
self.assertEqual(cache.get(""), (self.install, self.layout))
self.assertEqual(len(calls), 2)
def test_without_an_install_nothing_is_watched_and_the_entry_ages_out(self):
stats = []
def stat(path):
stats.append(path)
return os.stat(path)
self.layout = make_layout(media_roots=self.layout.media_roots, source=None)
cache = self.cache(resolve=lambda key: self.resolved.append(key), stat=stat)
self.assertEqual(cache.get(""), (None, self.layout))
self.assertEqual(cache._entry.signatures, ())
cache.get("")
self.assertEqual(len(self.loaded), 1)
self.assertEqual(stats, [])
self.mono += MAX_AGE_SECONDS
cache.get("")
self.assertEqual(len(self.loaded), 2)
def test_windows_paths_differing_only_in_case_are_watched_once(self):
stats = []
def stat(path):
stats.append(path)
return SimpleNamespace(st_mtime_ns=self.now_ns - 600 * SECOND_NS, st_size=2)
install = _canonical("C:\\ComfyUI\\custom_nodes\\LM", ntpath)
# The hit check needs ntpath's realpath to be idempotent here.
self.assertEqual(install, _canonical(install, ntpath))
self.layout = make_layout(
settings_path=PureWindowsPath(
"C:\\ComfyUI\\custom_nodes\\lm\\SETTINGS.JSON"
)
)
cache = self.cache(resolve=lambda key: install, stat=stat, pathmod=ntpath)
cache.get("")
self.assertEqual(len(cache._entry.signatures), 1)
self.assertEqual(len(stats), 1)
cache.get("")
self.assertEqual(len(self.loaded), 1)
self.assertEqual(len(stats), 2)
class ConcurrencyTests(CacheTestCase):
def test_a_load_that_started_before_clear_stores_nothing(self):
started = threading.Event()
release = threading.Event()
def load(install):
self.loaded.append(install)
if len(self.loaded) == 1:
started.set()
self.assertTrue(release.wait(10))
return self.layout
cache = self.cache(load=load)
results = []
worker = threading.Thread(target=lambda: results.append(cache.get("")))
worker.start()
self.assertTrue(started.wait(10))
cache.clear()
release.set()
worker.join(10)
self.assertFalse(worker.is_alive())
self.assertEqual(results, [(self.install, self.layout)])
self.assertIsNone(cache._entry)
cache.get("")
self.assertEqual(len(self.loaded), 2)
self.assertIsNotNone(cache._entry)
def test_concurrent_misses_all_get_a_layout_and_one_entry_is_stored(self):
cache = self.cache()
count = 6
barrier = threading.Barrier(count)
results = []
lock = threading.Lock()
def worker():
barrier.wait(10)
result = cache.get("")
with lock:
results.append(result)
threads = [threading.Thread(target=worker) for _ in range(count)]
for thread in threads:
thread.start()
for thread in threads:
thread.join(10)
self.assertEqual(results, [(self.install, self.layout)] * count)
self.assertIsNotNone(cache._entry)
loads = len(self.loaded)
cache.get("")
self.assertEqual(len(self.loaded), loads)
def test_a_valid_hit_takes_no_lock(self):
cache = self.cache()
cache.get("")
results = []
with cache._lock:
worker = threading.Thread(target=lambda: results.append(cache.get("")))
worker.start()
worker.join(10)
alive = worker.is_alive()
worker.join(10)
self.assertFalse(alive)
self.assertEqual(results, [(self.install, self.layout)])
def test_clear_forces_a_reload(self):
cache = self.cache()
cache.get("")
cache.clear()
self.assertIsNone(cache._entry)
cache.get("")
self.assertEqual(len(self.loaded), 2)
class LoggingTests(CacheTestCase):
LOGGER = "prompt_manager.lora_layout_cache"
def get(self, cache):
with self.assertLogs(self.LOGGER, "DEBUG") as logs:
cache.get("")
# assertLogs needs one record; this marker is not counted.
cache_module.logger.debug("marker")
return [r for r in logs.records if r.getMessage() != "marker"]
def test_a_new_layout_logs_one_info_line(self):
cache = self.cache()
records = self.get(cache)
self.assertEqual([r.levelname for r in records], ["INFO"])
self.assertEqual(
records[0].getMessage(),
"LoraManager layout changed: user config settings, alongside storage, "
"1 media folders",
)
self.mono += MAX_AGE_SECONDS
self.assertEqual(self.get(cache), []) # an equal layout, reloaded
cache.clear()
self.assertEqual(self.get(cache), [])
self.layout = replace(self.layout, media_roots=(), lora_roots=())
self.mono += MAX_AGE_SECONDS
self.assertEqual(len(self.get(cache)), 1)
def test_no_settings_source_prints_no(self):
self.layout = replace(self.layout, source=None)
records = self.get(self.cache())
self.assertIn("layout changed: no settings,", records[0].getMessage())
def test_an_unstored_load_logs_no_info_line(self):
self.write(self.settings, "{}", mtime_ns=self.now_ns)
self.assertEqual(
[r for r in self.get(self.cache()) if r.levelname == "INFO"], []
)
def test_a_newly_refused_default_folder_logs_one_warning(self):
self.layout = replace(self.layout, refused_defaults=("/home",))
cache = self.cache()
records = self.get(cache)
warnings = [r for r in records if r.levelname == "WARNING"]
self.assertEqual(len(warnings), 1)
self.assertIn("/home", warnings[0].getMessage())
self.mono += MAX_AGE_SECONDS
self.assertEqual(self.get(cache), [])
cache.clear()
self.assertEqual(self.get(cache), [])
self.layout = replace(self.layout, refused_defaults=("/home", "/"))
self.mono += MAX_AGE_SECONDS
warnings = [r for r in self.get(cache) if r.levelname == "WARNING"]
self.assertEqual([w.getMessage().count("'/'") for w in warnings], [1])
class ModuleTests(unittest.TestCase):
def test_constants(self):
self.assertEqual(cache_module.RACY_SECONDS, 3)
self.assertEqual(cache_module.MAX_AGE_SECONDS, 30)
if __name__ == "__main__":
unittest.main()
-969
View File
@@ -1,969 +0,0 @@
"""Where LoraManager keeps its files (#355): ``py/lora_manager_layout.py``.
Every test builds its own LoraManager install, settings file, LoRA roots,
sidecar root and example-images folder in a temporary folder, and injects the
environment and the user config folder: no test reads the developer's real
LoraManager settings or opens the network.
"""
import json
import ntpath
import os
import shutil
import sys
import tempfile
import unittest
from pathlib import Path
from unittest.mock import patch
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from py import lora_manager_layout as layout_module
from py.lora_manager_layout import (
METADATA_SUFFIX,
PREVIEW_EXTENSIONS,
Sidecar,
discover_sidecars,
layout_summary,
load_layout,
local_media,
)
MEDIA = frozenset(
{".png", ".jpg", ".jpeg", ".webp", ".gif", ".mp4", ".webm", ".mov", ".bmp"}
)
MARKER = "marker-from-unkept-settings-0123"
BAD_SIDECAR_REASON = (
"the sidecar folder is a filesystem root, the home folder or a folder "
"that contains it"
)
class LayoutTestCase(unittest.TestCase):
"""A disposable LoraManager install and the folders its settings name."""
def setUp(self):
self.tmp = Path(tempfile.mkdtemp()).resolve()
self.addCleanup(shutil.rmtree, self.tmp, True)
self.plugin = self.tmp / "custom_nodes" / "ComfyUI-Lora-Manager"
(self.plugin / "py").mkdir(parents=True)
(self.plugin / "__init__.py").write_text("")
self.user_config = self.tmp / "user-config" / "ComfyUI-LoRA-Manager"
self.env_dir = self.tmp / "env-settings"
self.default_loras = self.tmp / "models" / "loras"
self.default_loras.mkdir(parents=True)
self.environ = {}
self.config_calls = []
def user_config_dir(self):
self.config_calls.append(True)
return str(self.user_config)
def write_settings(self, folder, data):
folder.mkdir(parents=True, exist_ok=True)
path = folder / "settings.json"
path.write_text(json.dumps(data), encoding="utf-8")
return path
def load(self, path="__plugin__", **kwargs):
lora_manager = str(self.plugin) if path == "__plugin__" else path
kwargs.setdefault("default_roots", lambda: [str(self.default_loras)])
kwargs.setdefault("environ", self.environ)
kwargs.setdefault("user_config_dir", self.user_config_dir)
return load_layout(lora_manager, **kwargs)
def model(self, folder, stem):
folder.mkdir(parents=True, exist_ok=True)
path = folder / f"{stem}.safetensors"
path.write_bytes(b"model")
return path
def sidecar(self, folder, stem, data=None):
folder.mkdir(parents=True, exist_ok=True)
path = folder / f"{stem}{METADATA_SUFFIX}"
path.write_text(json.dumps(data if data is not None else {}), "utf-8")
return path
class SettingsLookupTests(LayoutTestCase):
def test_environment_folder_wins_over_portable_and_user_config(self):
env_file = self.write_settings(self.env_dir, {"sidecar_storage_mode": "x"})
self.write_settings(self.plugin, {"use_portable_settings": True})
self.write_settings(self.user_config, {})
self.environ["LORA_MANAGER_SETTINGS_DIR"] = str(self.env_dir)
layout = self.load()
self.assertEqual(layout.source, "environment")
self.assertEqual(layout.settings_path, env_file)
self.assertIsNone(layout.error)
self.assertEqual(self.config_calls, [])
def test_an_empty_environment_folder_is_ignored(self):
self.environ["LORA_MANAGER_SETTINGS_DIR"] = ""
self.assertEqual(self.load().source, "user config")
def test_portable_flag_in_the_plugin_settings(self):
plugin_file = self.write_settings(self.plugin, {"use_portable_settings": True})
layout = self.load()
self.assertEqual(layout.source, "portable")
self.assertEqual(layout.settings_path, plugin_file)
self.assertEqual(self.config_calls, [])
def test_portable_environment_one_turns_it_on(self):
self.environ["LORA_MANAGER_PORTABLE"] = "1"
layout = self.load()
self.assertEqual(layout.source, "portable")
self.assertEqual(layout.settings_path, self.plugin / "settings.json")
def test_portable_environment_zero_turns_it_off_despite_the_file(self):
self.write_settings(self.plugin, {"use_portable_settings": True})
self.environ["LORA_MANAGER_PORTABLE"] = "0"
self.assertEqual(self.load().source, "user config")
def test_other_portable_environment_values_are_ignored(self):
for value in ("true", "yes"):
with self.subTest(value=value):
self.environ["LORA_MANAGER_PORTABLE"] = value
self.assertEqual(self.load().source, "user config")
self.write_settings(self.plugin, {"use_portable_settings": True})
self.assertEqual(self.load().source, "portable")
(self.plugin / "settings.json").unlink()
def test_a_string_portable_flag_is_ignored(self):
self.write_settings(self.plugin, {"use_portable_settings": "true"})
self.assertEqual(self.load().source, "user config")
def test_an_unreadable_plugin_file_means_not_portable(self):
(self.plugin / "settings.json").write_text("{not json")
self.assertEqual(self.load().source, "user config")
def test_user_config_folder_is_the_injected_one(self):
user_file = self.write_settings(self.user_config, {})
layout = self.load()
self.assertEqual(layout.source, "user config")
self.assertEqual(layout.settings_path, user_file)
self.assertEqual(self.config_calls, [True])
def test_the_real_user_config_folder_is_never_opened(self):
opened = []
real_open = open
def spy(path, *args, **kwargs):
opened.append(os.path.realpath(str(path)))
return real_open(path, *args, **kwargs)
with patch("builtins.open", spy):
layout = self.load()
self.assertEqual(layout.settings_path, self.user_config / "settings.json")
for path in opened:
self.assertTrue(path.startswith(str(self.tmp)), path)
def test_a_missing_settings_file_means_defaults(self):
layout = self.load()
self.assertIsNone(layout.error)
self.assertEqual(layout.mode, "alongside")
self.assertIsNone(layout.example_images_root)
self.assertIsNone(layout.sidecar_root)
self.assertEqual(layout.library, "default")
self.assertEqual(
layout.lora_roots, (os.path.normcase(str(self.default_loras)),)
)
def test_settings_dir_is_expanded_and_made_absolute(self):
self.write_settings(self.env_dir, {})
# Relative to the process folder (relpath fails across Windows drives).
# The cleanup returns before the temp folder is removed (LIFO).
self.addCleanup(os.chdir, os.getcwd())
os.chdir(self.tmp)
self.environ["LORA_MANAGER_SETTINGS_DIR"] = self.env_dir.name
self.assertEqual(self.load().settings_path, self.env_dir / "settings.json")
class UnusableLayoutTests(LayoutTestCase):
def test_no_install(self):
layout = self.load(path=None)
self.assertEqual(layout.error, "no LoraManager install found")
self.assertIsNone(layout.settings_path)
self.assertIsNone(layout.source)
# The default LoRA roots stay known for serving and trigger words.
self.assertEqual(
layout.lora_roots, (os.path.normcase(str(self.default_loras)),)
)
self.assertEqual(layout.media_roots, layout.lora_roots)
self.assertEqual(discover_sidecars(layout).sidecars, [])
def test_unreadable_settings(self):
self.write_settings(self.user_config, {})
with patch.object(layout_module, "_read_bytes", side_effect=PermissionError):
layout = self.load()
self.assertEqual(layout.error, "the settings file could not be read")
def test_settings_that_are_not_json(self):
self.user_config.mkdir(parents=True)
(self.user_config / "settings.json").write_text("{nope")
self.assertEqual(self.load().error, "the settings file is not valid JSON")
def test_settings_that_are_not_utf8(self):
self.user_config.mkdir(parents=True)
(self.user_config / "settings.json").write_bytes(b'{"a": "\xff"}')
self.assertEqual(self.load().error, "the settings file is not valid JSON")
def test_settings_that_are_not_an_object(self):
self.write_settings(self.user_config, ["a"])
self.assertEqual(self.load().error, "the settings file is not a JSON object")
def test_oversized_settings(self):
self.user_config.mkdir(parents=True)
with open(self.user_config / "settings.json", "wb") as handle:
handle.write(b" " * (layout_module.MAX_SETTINGS_BYTES + 1))
self.assertEqual(self.load().error, "the settings file is larger than 5 MB")
def test_platformdirs_import_failure(self):
def missing():
raise ImportError("no platformdirs")
layout = self.load(user_config_dir=missing)
self.assertEqual(layout.error, "platformdirs is not available")
self.assertEqual(layout.mode, "alongside")
def test_default_user_config_dir_needs_platformdirs(self):
with patch.dict(sys.modules, {"platformdirs": None}):
with self.assertRaises(ImportError):
layout_module._platform_user_config_dir()
def test_default_user_config_dir_uses_the_app_name(self):
fake = type(sys)("platformdirs")
calls = []
fake.user_config_dir = lambda *a, **k: calls.append((a, k)) or "/x"
with patch.dict(sys.modules, {"platformdirs": fake}):
self.assertEqual(layout_module._platform_user_config_dir(), "/x")
self.assertEqual(calls, [(("ComfyUI-LoRA-Manager",), {"appauthor": False})])
def test_missing_centralized_sidecar_root(self):
self.write_settings(
self.user_config,
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(self.tmp / "gone"),
},
)
layout = self.load()
self.assertEqual(layout.error, "the sidecar folder does not exist")
self.assertEqual(layout.mode, "centralized")
self.assertEqual(
layout.lora_roots, (os.path.normcase(str(self.default_loras)),)
)
self.assertEqual(layout.media_roots, layout.lora_roots)
self.assertEqual(discover_sidecars(layout).scanned, 0)
def test_a_centralized_sidecar_root_that_is_a_filesystem_root(self):
self.write_settings(
self.user_config,
{"sidecar_storage_mode": "centralized", "sidecar_storage_path": "/"},
)
layout = self.load()
self.assertEqual(layout.error, BAD_SIDECAR_REASON)
self.assertNotIn(os.path.normcase(os.path.realpath("/")), layout.media_roots)
def test_a_centralized_sidecar_root_that_contains_home(self):
home = self.tmp / "outer" / "me"
home.mkdir(parents=True)
self.write_settings(
self.user_config,
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(self.tmp / "outer"),
},
)
with patch.object(layout_module.Path, "home", return_value=home):
layout = self.load()
self.assertEqual(layout.error, BAD_SIDECAR_REASON)
self.assertEqual(
layout.media_roots, (os.path.normcase(str(self.default_loras)),)
)
class SecretTests(LayoutTestCase):
def test_other_settings_keys_never_leave_the_module(self):
# Raw text keeps credential-named keys out of test variables.
self.user_config.mkdir(parents=True)
(self.user_config / "settings.json").write_text(
'{"civitai_api_key": "%s", "nested": {"token": "%s"}}' % (MARKER, MARKER),
encoding="utf-8",
)
layout = self.load()
self.assertNotIn(MARKER, repr(layout))
self.assertNotIn(MARKER, json.dumps(layout_summary(layout, Path.home())))
def test_only_the_seven_keys_are_kept(self):
self.assertEqual(
layout_module.SETTINGS_KEYS,
frozenset(
{
"sidecar_storage_mode",
"sidecar_storage_path",
"example_images_path",
"folder_paths",
"extra_folder_paths",
"libraries",
"active_library",
}
),
)
kept = layout_module._settings_subset(
json.loads('{"civitai_api_key": "%s", "libraries": {}}' % MARKER)
)
self.assertEqual(kept, {"libraries": {}})
class ActiveLibraryTests(LayoutTestCase):
def setUp(self):
super().setUp()
self.top = self.tmp / "top-loras"
self.lib_a = self.tmp / "a-loras"
self.lib_b = self.tmp / "b-loras"
self.extra = self.tmp / "b-extra"
for folder in (self.top, self.lib_a, self.lib_b, self.extra):
folder.mkdir()
self.examples = self.tmp / "examples"
self.examples.mkdir()
def settings(self, **extra):
data = {
"folder_paths": {"loras": [str(self.top)]},
"libraries": {
"first lib": {"folder_paths": {"loras": [str(self.lib_a)]}},
"second": {
"folder_paths": {"loras": [str(self.lib_b)]},
"extra_folder_paths": {"loras": [str(self.extra)]},
},
},
"example_images_path": str(self.examples),
}
data.update(extra)
self.write_settings(self.user_config, data)
def test_the_active_library_lists_are_used(self):
self.settings(active_library="second")
(self.examples / "second").mkdir()
layout = self.load()
self.assertEqual(layout.library, "second")
self.assertIn(os.path.normcase(str(self.lib_b)), layout.lora_roots)
self.assertIn(os.path.normcase(str(self.extra)), layout.lora_roots)
self.assertNotIn(os.path.normcase(str(self.top)), layout.lora_roots)
self.assertNotIn(os.path.normcase(str(self.lib_a)), layout.lora_roots)
self.assertIn(os.path.normcase(str(self.default_loras)), layout.lora_roots)
self.assertEqual(
layout.example_images_root, os.path.normcase(str(self.examples / "second"))
)
def test_an_unknown_active_library_falls_back_to_the_first(self):
self.settings(active_library="missing")
(self.examples / "first_lib").mkdir()
layout = self.load()
self.assertEqual(layout.library, "first lib")
self.assertIn(os.path.normcase(str(self.lib_a)), layout.lora_roots)
# The sanitized library name is the example-images subfolder.
self.assertEqual(
layout.example_images_root,
os.path.normcase(str(self.examples / "first_lib")),
)
def test_no_libraries_means_default_and_the_top_level_lists(self):
self.write_settings(
self.user_config,
{
"folder_paths": {"loras": str(self.top)},
"extra_folder_paths": {"loras": [str(self.extra), 7]},
"example_images_path": str(self.examples),
},
)
layout = self.load()
self.assertEqual(layout.library, "default")
self.assertIn(os.path.normcase(str(self.top)), layout.lora_roots)
self.assertIn(os.path.normcase(str(self.extra)), layout.lora_roots)
self.assertEqual(
layout.example_images_root, os.path.normcase(str(self.examples))
)
def test_one_library_has_no_library_subfolder(self):
self.write_settings(
self.user_config,
{
"libraries": {
"comfyui": {"folder_paths": {"loras": [str(self.lib_a)]}}
},
"active_library": "comfyui",
"example_images_path": str(self.examples),
},
)
layout = self.load()
self.assertEqual(layout.library, "comfyui")
self.assertEqual(
layout.example_images_root, os.path.normcase(str(self.examples))
)
def test_a_mixed_case_library_folder_keeps_its_example_images(self):
# Review finding: the library subfolder must be canonical like its
# root, or every example image fails the media check on Windows
# (normcase lowercases there; native proof is the Windows CI job).
self.write_settings(
self.user_config,
{
"libraries": {"Studio A": {}, "other": {}},
"active_library": "Studio A",
"example_images_path": str(self.examples),
},
)
image = self.examples / "Studio_A" / "abc" / "1.png"
image.parent.mkdir(parents=True)
image.write_bytes(b"x")
model = self.default_loras / "m.safetensors"
model.write_bytes(b"m")
(self.default_loras / "m.metadata.json").write_text("{}")
layout = self.load()
self.assertEqual(
layout.example_images_root,
os.path.normcase(os.path.realpath(self.examples / "Studio_A")),
)
entry = discover_sidecars(layout).sidecars[0]
self.assertEqual(
local_media(entry, {"sha256": "ABC"}, layout, MEDIA),
[os.path.realpath(image)],
)
def test_a_missing_library_subfolder_means_no_example_images(self):
self.settings(active_library="second")
self.assertIsNone(self.load().example_images_root)
def test_an_unset_or_missing_example_folder_means_none(self):
self.write_settings(self.user_config, {"example_images_path": " "})
self.assertIsNone(self.load().example_images_root)
self.write_settings(
self.user_config, {"example_images_path": str(self.tmp / "gone")}
)
self.assertIsNone(self.load().example_images_root)
def test_sanitize_library_name(self):
sanitize = layout_module._sanitize_library_name
self.assertEqual(sanitize("My Lib/2"), "My_Lib_2")
self.assertEqual(sanitize("ok-name_1.0"), "ok-name_1.0")
self.assertEqual(sanitize(""), "default")
def test_odd_library_shapes_are_ignored(self):
self.write_settings(
self.user_config,
{"libraries": {"x": "not a dict"}, "folder_paths": ["not", "a dict"]},
)
layout = self.load()
self.assertEqual(layout.library, "x")
self.assertEqual(
layout.lora_roots, (os.path.normcase(str(self.default_loras)),)
)
class CentralizedDiscoveryTests(LayoutTestCase):
def setUp(self):
super().setUp()
self.loras = self.tmp / "loras"
self.checkpoints = self.tmp / "checkpoints"
self.checkpoints.mkdir()
self.sidecars = self.tmp / "sidecars"
self.sidecars.mkdir()
self.write_settings(
self.user_config,
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(self.sidecars),
"folder_paths": {"loras": [str(self.loras)]},
},
)
self.loras.mkdir()
def test_component_folders_and_the_legacy_nested_form(self):
a = self.model(self.loras, "alpha")
b = self.model(self.loras / "sub", "beta")
self.sidecar(self.sidecars / "loras-1a2b3c4d", "alpha", {"file_path": str(a)})
self.sidecar(
self.sidecars / "comfyui" / "loras-1a2b3c4d" / "sub",
"beta",
{"file_path": b.as_posix()},
)
discovery = discover_sidecars(self.load())
self.assertEqual(discovery.scanned, 2)
self.assertEqual(
sorted(s.model_path.name for s in discovery.sidecars),
["alpha.safetensors", "beta.safetensors"],
)
self.assertEqual(discovery.unreadable, [])
self.assertEqual(
[str(s.metadata_path) for s in discovery.sidecars],
sorted(str(s.metadata_path) for s in discovery.sidecars),
)
def test_missing_models_and_checkpoints_are_skipped(self):
ckpt = self.model(self.checkpoints, "base")
self.sidecar(self.sidecars / "c", "base", {"file_path": str(ckpt)})
self.sidecar(
self.sidecars / "l",
"gone",
{"file_path": str(self.loras / "gone.safetensors")},
)
self.sidecar(self.sidecars / "l", "nopath", {"model_name": "x"})
discovery = discover_sidecars(self.load())
self.assertEqual(discovery.scanned, 3)
self.assertEqual(discovery.sidecars, [])
def test_every_scanned_file_is_listed_resolved_and_sorted(self):
# #362: the fingerprint covers every scanned sidecar, kept or skipped.
ckpt = self.model(self.checkpoints, "base")
alpha = self.model(self.loras, "alpha")
self.sidecar(self.sidecars / "z", "base", {"file_path": str(ckpt)})
self.sidecar(self.sidecars / "a", "alpha", {"file_path": str(alpha)})
self.sidecar(self.sidecars / "m", "nopath", {"model_name": "x"})
discovery = discover_sidecars(self.load())
files = discovery.scanned_files
self.assertIsInstance(files, tuple)
self.assertEqual(len(files), 3)
self.assertEqual(discovery.scanned, len(files))
self.assertEqual([str(f) for f in files], sorted(str(f) for f in files))
self.assertEqual(
[f.name for f in files],
[
f"alpha{METADATA_SUFFIX}",
f"nopath{METADATA_SUFFIX}",
f"base{METADATA_SUFFIX}",
],
)
for path in files:
self.assertEqual(str(path), os.path.realpath(path))
self.assertEqual(len(discovery.sidecars), 1)
def test_leftover_sidecars_beside_models_are_not_scanned(self):
model = self.model(self.loras, "alpha")
self.sidecar(self.loras, "alpha", {"file_path": str(model)})
discovery = discover_sidecars(self.load())
self.assertEqual((discovery.scanned, discovery.sidecars), (0, []))
def test_unparseable_sidecars_are_recorded(self):
(self.sidecars / f"broken{METADATA_SUFFIX}").write_text("{{{")
(self.sidecars / f"list{METADATA_SUFFIX}").write_text("[1]")
discovery = discover_sidecars(self.load())
self.assertEqual(discovery.scanned, 2)
self.assertEqual(
sorted(discovery.unreadable),
[f"broken{METADATA_SUFFIX}", f"list{METADATA_SUFFIX}"],
)
def test_default_sidecar_root_is_beside_the_settings(self):
self.write_settings(
self.user_config,
{
"sidecar_storage_mode": "centralized",
"folder_paths": {"loras": [str(self.loras)]},
},
)
(self.user_config / "sidecars").mkdir()
layout = self.load()
self.assertEqual(
layout.sidecar_root, os.path.normcase(str(self.user_config / "sidecars"))
)
self.assertIn(layout.sidecar_root, layout.media_roots)
def test_an_unknown_mode_is_alongside(self):
self.write_settings(self.user_config, {"sidecar_storage_mode": "elsewhere"})
self.assertEqual(self.load().mode, "alongside")
def test_an_unlistable_folder_raises(self):
layout = self.load()
def refuse(error):
raise error
def failing_walk(top, onerror=None, followlinks=False):
onerror(PermissionError(13, "denied", top))
return iter(())
with patch.object(layout_module.os, "walk", failing_walk):
with self.assertRaises(OSError):
discover_sidecars(layout)
class AlongsideDiscoveryTests(LayoutTestCase):
def test_a_sidecar_with_its_model_is_kept(self):
model = self.model(self.default_loras, "alpha")
meta = self.sidecar(self.default_loras, "alpha")
self.sidecar(self.default_loras, "orphan")
discovery = discover_sidecars(self.load())
self.assertEqual(discovery.scanned, 2)
self.assertEqual(
discovery.sidecars,
[Sidecar(Path(os.path.realpath(meta)), Path(os.path.realpath(model)))],
)
def test_a_folder_reached_through_two_nested_roots_is_listed_once(self):
nested = self.default_loras / "nested"
self.model(nested, "alpha")
self.sidecar(nested, "alpha")
layout = self.load(default_roots=lambda: [str(self.default_loras), str(nested)])
discovery = discover_sidecars(layout)
self.assertEqual((discovery.scanned, len(discovery.sidecars)), (1, 1))
@unittest.skipUnless(hasattr(os, "symlink"), "symlinks")
def test_a_symlink_loop_is_walked_once(self):
self.model(self.default_loras, "alpha")
self.sidecar(self.default_loras, "alpha")
try:
os.symlink(self.default_loras, self.default_loras / "loop")
except (OSError, NotImplementedError):
self.skipTest("symlinks need privileges here")
discovery = discover_sidecars(self.load())
self.assertEqual((discovery.scanned, len(discovery.sidecars)), (1, 1))
class LocalMediaTests(LayoutTestCase):
def setUp(self):
super().setUp()
self.examples = self.tmp / "examples"
self.examples.mkdir()
self.write_settings(
self.user_config, {"example_images_path": str(self.examples)}
)
self.model(self.default_loras, "alpha")
self.meta = self.sidecar(self.default_loras, "alpha")
self.layout = self.load()
self.entry = discover_sidecars(self.layout).sidecars[0]
def media(self, metadata=None):
return local_media(self.entry, metadata or {}, self.layout, MEDIA)
def touch(self, path):
path.parent.mkdir(parents=True, exist_ok=True)
path.write_bytes(b"x")
return os.path.realpath(path)
def test_preview_url_comes_first(self):
preview = self.touch(self.default_loras / "custom.jpeg")
self.touch(self.default_loras / "alpha.webp")
self.assertEqual(self.media({"preview_url": preview}), [preview])
def test_a_relative_preview_url_is_logged_and_skipped(self):
fallback = self.touch(self.default_loras / "alpha.webp")
self.touch(self.default_loras / "relative.png")
with self.assertLogs("prompt_manager.lora_manager_layout", "DEBUG") as logs:
media = self.media({"preview_url": "relative.png"})
self.assertEqual(media, [fallback])
self.assertEqual(len(logs.records), 1)
self.assertEqual(logs.records[0].levelname, "DEBUG")
self.assertIn(self.meta.name, logs.output[0])
def test_preview_url_outside_media_roots_or_not_servable_is_ignored(self):
outside = self.touch(self.tmp / "elsewhere" / "p.png")
avif = self.touch(self.default_loras / "p.avif")
fallback = self.touch(self.default_loras / "alpha.png")
for url in (
outside,
avif,
"relative.png",
7,
str(self.default_loras / "x.png"),
):
with self.subTest(url=url):
self.assertEqual(self.media({"preview_url": url}), [fallback])
def test_suffix_order_follows_lora_manager(self):
self.assertEqual(
PREVIEW_EXTENSIONS,
(
".webp",
".preview.webp",
".preview.png",
".preview.jpeg",
".preview.jpg",
".preview.mp4",
".png",
".jpeg",
".jpg",
".mp4",
".gif",
".webm",
".avif",
".jxl",
),
)
mp4 = self.touch(self.default_loras / "alpha.mp4")
self.assertEqual(self.media(), [mp4])
webp = self.touch(self.default_loras / "alpha.preview.webp")
self.assertEqual(self.media(), [webp])
def test_an_avif_only_preview_gives_nothing(self):
self.touch(self.default_loras / "alpha.avif")
self.assertEqual(self.media(), [])
def test_example_images_in_numeric_order(self):
folder = self.examples / "abcdef"
names = ["image_10.png", "image_2.png", "image_1.jpg", "notes.txt"]
for name in names:
self.touch(folder / name)
(folder / "sub").mkdir()
preview = self.touch(self.default_loras / "alpha.png")
found = self.media({"sha256": "ABCDEF"})
self.assertEqual(
[os.path.basename(p) for p in found],
["alpha.png", "image_1.jpg", "image_2.png", "image_10.png"],
)
self.assertEqual(found[0], preview)
def test_missing_sha256_or_folder_gives_no_example_images(self):
self.touch(self.examples / "abc" / "1.png")
self.assertEqual(self.media(), [])
self.assertEqual(self.media({"sha256": "zzz"}), [])
self.assertEqual(self.media({"sha256": 5}), [])
def test_an_unlistable_example_folder_gives_what_was_found(self):
self.touch(self.examples / "abc" / "1.png")
with patch.object(layout_module.os, "scandir", side_effect=PermissionError):
self.assertEqual(self.media({"sha256": "abc"}), [])
def test_cover_moves_the_first_still_in_front_of_a_video(self):
video = self.touch(self.default_loras / "alpha.mp4")
still = self.touch(self.examples / "abc" / "2.png")
other = self.touch(self.examples / "abc" / "1.webm")
self.assertEqual(self.media({"sha256": "abc"}), [still, video, other])
def test_videos_only_keep_their_order(self):
video = self.touch(self.default_loras / "alpha.mp4")
self.assertEqual(self.media(), [video])
def test_repeats_are_dropped(self):
preview = self.touch(self.default_loras / "alpha.png")
self.assertEqual(self.media({"preview_url": preview}), [preview])
def test_video_suffixes_match_the_video_module(self):
from utils.video_metadata import VIDEO_EXTENSIONS
self.assertEqual(layout_module.VIDEO_SUFFIXES, frozenset(VIDEO_EXTENSIONS))
class FolderGuardTests(unittest.TestCase):
"""Portable path-flavor controls (TESTING.md Windows portability preflight)."""
def setUp(self):
self.tmp = Path(tempfile.mkdtemp()).resolve()
self.addCleanup(shutil.rmtree, self.tmp, True)
def guard_nt(self, path, home="C:\\Users\\Vito"):
return layout_module._guard_folder(
path, home, pathmod=ntpath, isdir=lambda _p: True
)
def test_filesystem_roots_and_home_are_rejected(self):
self.assertIsNone(layout_module._guard_folder("/", str(self.tmp)))
self.assertIsNone(self.guard_nt("C:\\"))
self.assertIsNone(self.guard_nt("c:/"))
self.assertIsNone(self.guard_nt("\\\\server\\share\\"))
self.assertIsNone(self.guard_nt("c:\\USERS\\vito"))
self.assertIsNone(self.guard_nt("C:\\Users\\Vito\\"))
self.assertEqual(
self.guard_nt("C:\\Users\\Vito\\Loras"), "c:\\users\\vito\\loras"
)
self.assertIsNone(layout_module._guard_folder(str(self.tmp), str(self.tmp)))
def test_ancestors_of_home_are_rejected(self):
# Security review (#355): a settings folder that contains the home
# folder would serve every user's files.
home = self.tmp / "home" / "me"
inside = home / "loras"
inside.mkdir(parents=True)
guard = layout_module._guard_folder
self.assertIsNone(guard(str(self.tmp / "home"), str(home)))
self.assertIsNone(guard(str(self.tmp), str(home)))
self.assertIsNone(guard(str(home), str(home)))
self.assertEqual(guard(str(inside), str(home)), os.path.normcase(str(inside)))
# A sibling sharing the name prefix is not an ancestor.
sibling = self.tmp / "home" / "me2"
sibling.mkdir()
self.assertEqual(guard(str(sibling), str(home)), os.path.normcase(str(sibling)))
def test_windows_ancestors_of_home_are_rejected(self):
self.assertIsNone(self.guard_nt("C:\\Users", home="C:\\Users\\me"))
self.assertIsNone(self.guard_nt("c:/users/", home="C:\\Users\\me"))
self.assertEqual(
self.guard_nt("C:\\Users\\me\\Loras", home="C:\\Users\\me"),
"c:\\users\\me\\loras",
)
self.assertEqual(
self.guard_nt("C:\\Users\\meta", home="C:\\Users\\me"),
"c:\\users\\meta",
)
def test_settings_folders_that_contain_home_are_not_served(self):
home = self.tmp / "home" / "me"
home.mkdir(parents=True)
settings = self.tmp / "settings"
settings.mkdir()
(settings / "settings.json").write_text(
json.dumps(
{
"folder_paths": {"loras": [str(self.tmp / "home")]},
"example_images_path": str(self.tmp),
}
)
)
with patch.object(layout_module.Path, "home", return_value=home):
layout = load_layout(
str(self.tmp),
default_roots=lambda: [],
environ={"LORA_MANAGER_SETTINGS_DIR": str(settings)},
user_config_dir=lambda: str(self.tmp / "unused"),
)
self.assertIsNone(layout.error)
self.assertEqual(layout.lora_roots, ())
self.assertIsNone(layout.example_images_root)
self.assertEqual(layout.media_roots, ())
def test_missing_folders_add_nothing(self):
self.assertIsNone(layout_module._guard_folder(str(self.tmp / "x"), "/home"))
self.assertIsNone(
layout_module._guard_folder("\\\\server\\share\\loras", str(self.tmp))
)
self.assertEqual(
layout_module._guard_folder(str(self.tmp), "/nonexistent-home"),
os.path.normcase(str(self.tmp)),
)
def test_windows_model_path_matches_a_lower_case_root(self):
self.assertTrue(
layout_module._inside(
"C:/Models/Loras/A.safetensors", ("c:\\models\\loras",), ntpath
)
)
self.assertFalse(
layout_module._inside(
"C:/Models/LorasX/A.safetensors", ("c:\\models\\loras",), ntpath
)
)
self.assertFalse(
layout_module._inside(
"\\\\other\\share\\A.safetensors", ("c:\\models\\loras",), ntpath
)
)
def test_mixed_case_native_containment(self):
inside = str(self.tmp / "Loras" / "a.png")
root = os.path.normcase(str(self.tmp / "Loras"))
self.assertTrue(layout_module._inside(inside, (root,)))
self.assertFalse(layout_module._inside(str(self.tmp / "other.png"), (root,)))
class RefusedDefaultsTests(LayoutTestCase):
"""#362: ComfyUI's default LoRA folders pass the same guard; the refused
ones that exist are listed so the layout cache can warn about them."""
def setUp(self):
super().setUp()
self.outer = self.tmp / "outer"
self.home = self.outer / "me"
self.home.mkdir(parents=True)
self.fs_root = os.path.abspath(os.sep)
self.defaults = [
str(self.home),
str(self.outer),
self.fs_root,
str(self.tmp / "missing"),
str(self.default_loras),
]
self.expected = (
layout_module._canonical(str(self.home)),
layout_module._canonical(str(self.outer)),
layout_module._canonical(self.fs_root),
)
home_patch = patch.object(layout_module.Path, "home", return_value=self.home)
home_patch.start()
self.addCleanup(home_patch.stop)
def load_defaults(self, path="__plugin__"):
return self.load(path, default_roots=lambda: list(self.defaults))
def test_refused_existing_defaults_are_listed_on_a_usable_layout(self):
self.write_settings(self.user_config, {})
layout = self.load_defaults()
self.assertIsNone(layout.error)
self.assertEqual(layout.refused_defaults, self.expected)
self.assertEqual(
layout.lora_roots, (os.path.normcase(str(self.default_loras)),)
)
def test_they_are_listed_on_an_unusable_centralized_layout(self):
self.write_settings(
self.user_config,
{"sidecar_storage_mode": "centralized", "sidecar_storage_path": "/"},
)
layout = self.load_defaults()
self.assertEqual(layout.error, BAD_SIDECAR_REASON)
self.assertEqual(layout.refused_defaults, self.expected)
def test_they_are_listed_without_an_install(self):
layout = self.load_defaults(None)
self.assertEqual(layout.error, "no LoraManager install found")
self.assertEqual(layout.refused_defaults, self.expected)
def test_nothing_is_listed_when_every_default_is_accepted(self):
self.write_settings(self.user_config, {})
self.assertEqual(self.load().refused_defaults, ())
class SummaryTests(LayoutTestCase):
def test_summary_names_what_the_import_read(self):
examples = self.tmp / "ex"
examples.mkdir()
sidecars = self.plugin / "sidecars"
sidecars.mkdir()
self.write_settings(
self.plugin,
{
"use_portable_settings": True,
"sidecar_storage_mode": "centralized",
"example_images_path": str(examples),
"libraries": {"comfyui": {}},
},
)
layout = self.load()
summary = layout_summary(layout, self.tmp)
self.assertEqual(
summary,
{
"source": "portable",
"settings_file": os.path.join(
"~", "custom_nodes", "ComfyUI-Lora-Manager", "settings.json"
),
"error": None,
"mode": "centralized",
"library": "comfyui",
"example_images": True,
},
)
def test_summary_outside_home_and_without_settings(self):
summary = layout_summary(self.load(path=None), self.tmp / "home")
self.assertEqual(summary["settings_file"], None)
self.assertEqual(summary["error"], "no LoraManager install found")
self.assertFalse(summary["example_images"])
layout = self.load()
self.assertEqual(
layout_summary(layout, self.tmp / "home")["settings_file"],
str(self.user_config / "settings.json"),
)
if __name__ == "__main__":
unittest.main()
+52 -209
View File
@@ -224,14 +224,6 @@ class TestReadLoraMetadata(unittest.TestCase):
result = read_lora_metadata(Path("/nonexistent/file.metadata.json"))
self.assertIsNone(result)
def test_returns_none_for_a_file_that_is_not_utf8(self):
# #362: one malformed sidecar is skipped; it must not fail the whole
# trigger-word load (now logged with a traceback) or the review.
with tempfile.TemporaryDirectory() as folder:
path = Path(folder) / "bad.metadata.json"
path.write_bytes(b'{"model_name": "\xff\xfe"}')
self.assertIsNone(read_lora_metadata(path))
class TestGetLoraImageCacheDir(unittest.TestCase):
"""Test get_lora_image_cache_dir — returns and creates cache path."""
@@ -1271,12 +1263,11 @@ class TestTriggerWordCache(unittest.TestCase):
"file_name": "my_lora.safetensors",
"civitai": {"trainedWords": ["trigger1", "trigger2"]},
}
meta_path = Path(tmpdir) / "my_lora.metadata.json"
meta_path = Path(tmpdir) / "my_lora.safetensors.metadata.json"
meta_path.write_text(json.dumps(meta))
(Path(tmpdir) / "my_lora.safetensors").write_bytes(b"m")
# No LoraManager install: the default LoRA folders, alongside.
with patch("py.lora_utils.default_lora_roots", return_value=[tmpdir]):
# Patch find_lora_directories to return our temp dir
with patch("py.lora_utils.find_lora_directories", return_value=[tmpdir]):
count = self.cache.load(tmpdir)
self.assertTrue(self.cache.is_loaded)
@@ -1292,10 +1283,11 @@ class TestTriggerWordCache(unittest.TestCase):
"file_name": "MyLoRA.safetensors",
"civitai": {"trainedWords": ["word1"]},
}
(Path(tmpdir) / "MyLoRA.metadata.json").write_text(json.dumps(meta))
(Path(tmpdir) / "MyLoRA.safetensors").write_bytes(b"m")
(Path(tmpdir) / "MyLoRA.safetensors.metadata.json").write_text(
json.dumps(meta)
)
with patch("py.lora_utils.default_lora_roots", return_value=[tmpdir]):
with patch("py.lora_utils.find_lora_directories", return_value=[tmpdir]):
self.cache.load(tmpdir)
self.assertEqual(self.cache.get_trigger_words("mylora"), ["word1"])
@@ -1520,7 +1512,7 @@ class TestDetectLoraManager(unittest.TestCase):
self.assertEqual(lora_utils.detect_lora_manager(), str(lm.resolve()))
class TestDefaultLoraRoots(unittest.TestCase):
class TestFindLoraDirectories(unittest.TestCase):
def setUp(self):
self.tmp = Path(tempfile.mkdtemp())
@@ -1528,7 +1520,7 @@ class TestDefaultLoraRoots(unittest.TestCase):
self.root = _make_comfy_root(self.tmp)
self.lm = _make_lora_manager(self.root / "custom_nodes")
def test_collects_default_extra_and_runtime_dirs_only(self):
def test_collects_default_extra_runtime_and_metadata_dirs(self):
extra_abs = self.tmp / "extra_abs"
extra_abs.mkdir()
(self.root / "rel_loras").mkdir()
@@ -1550,14 +1542,14 @@ class TestDefaultLoraRoots(unittest.TestCase):
{"folder_paths": _FakeFolderPaths(str(self.root), [str(runtime)])},
),
):
dirs = lora_utils.default_lora_roots()
dirs = lora_utils.find_lora_directories(str(self.lm))
# #355: folders inside the LoraManager install are no longer roots.
expected = {
str((self.root / "models" / "loras").resolve()),
str((self.root / "rel_loras").resolve()),
str(extra_abs.resolve()),
str(runtime.resolve()),
str(nested.resolve()),
}
self.assertEqual(set(dirs), expected)
self.assertEqual(dirs, sorted(dirs))
@@ -1568,21 +1560,12 @@ class TestDefaultLoraRoots(unittest.TestCase):
(self.root / "extra_model_paths.yml").write_text("a: [unclosed\n")
self.assertEqual(lora_utils._get_extra_lora_paths(self.root), [])
def test_without_root_nothing_is_found(self):
def test_without_root_only_metadata_dirs_are_found(self):
with (
patch.object(lora_utils, "find_comfyui_root", return_value=None),
patch.dict(sys.modules, {"folder_paths": None}),
):
self.assertEqual(lora_utils.default_lora_roots(), [])
def test_the_removed_helpers_are_gone(self):
for name in (
"find_lora_directories",
"get_preview_images_from_metadata",
"get_preview_image_from_metadata",
"get_example_images_dir",
):
self.assertFalse(hasattr(lora_utils, name), name)
self.assertEqual(lora_utils.find_lora_directories(str(self.lm)), [])
class TestModelNameAndPreviews(unittest.TestCase):
@@ -1598,6 +1581,44 @@ class TestModelNameAndPreviews(unittest.TestCase):
self.assertEqual(get_name({"file_name": "f.safetensors"}), "f.safetensors")
self.assertEqual(get_name({}), "unknown")
def test_preview_images_found_by_stem(self):
meta_path = self.tmp / "mylora.safetensors.metadata.json"
meta_path.write_text("{}")
(self.tmp / "mylora.png").write_bytes(b"x")
(self.tmp / "mylora.preview.jpg").write_bytes(b"x")
found = lora_utils.get_preview_images_from_metadata({}, meta_path)
self.assertEqual(
sorted(os.path.basename(f) for f in found),
["mylora.png", "mylora.preview.jpg"],
)
self.assertEqual(
lora_utils.get_preview_image_from_metadata({}, meta_path), found[0]
)
def test_preview_uses_file_name_from_metadata(self):
meta_path = self.tmp / "other.metadata.json"
(self.tmp / "named.webp").write_bytes(b"x")
found = lora_utils.get_preview_images_from_metadata(
{"file_name": "named.safetensors"}, meta_path
)
self.assertEqual([os.path.basename(f) for f in found], ["named.webp"])
self.assertIsNone(lora_utils.get_preview_image_from_metadata({}, meta_path))
def test_example_images_dir(self):
self.assertIsNone(lora_utils.get_example_images_dir(str(self.tmp)))
nested = self.tmp / "user" / "example_images"
nested.mkdir(parents=True)
self.assertEqual(
lora_utils.get_example_images_dir(str(self.tmp)), str(nested.resolve())
)
direct = self.tmp / "example_images"
direct.mkdir()
self.assertEqual(
lora_utils.get_example_images_dir(str(self.tmp)), str(direct.resolve())
)
class TestDownloadEdgeCases(unittest.TestCase):
@@ -1682,189 +1703,11 @@ class TestInjectTriggerWords(unittest.TestCase):
(tmp / "named.metadata.json").write_text(
json.dumps({"civitai": {"trainedWords": ["w"]}})
)
for stem in ("bad", "nowords", "named"):
(tmp / f"{stem}.safetensors").write_bytes(b"m")
cache = TriggerWordCache()
with patch.object(lora_utils, "default_lora_roots", return_value=[str(tmp)]):
with patch.object(lora_utils, "find_lora_directories", return_value=[str(tmp)]):
self.assertEqual(cache.load(str(tmp)), 1)
self.assertEqual(cache.get_trigger_words("named"), ["w"])
class TestTriggerWordCacheLayout(unittest.TestCase):
"""#355: trigger words come from the sidecars LoraManager really uses."""
def setUp(self):
self.tmp = Path(tempfile.mkdtemp()).resolve()
self.addCleanup(shutil.rmtree, self.tmp, True)
self.custom_nodes = self.tmp / "custom_nodes"
self.lm = _make_lora_manager(self.custom_nodes)
self.loras = self.tmp / "loras"
self.loras.mkdir()
self.sidecars = self.tmp / "sidecars"
self.settings = self.tmp / "settings"
self.settings.mkdir()
patchers = [
patch.object(
lora_utils, "custom_nodes_directories", return_value=[self.custom_nodes]
),
patch.object(lora_utils, "default_lora_roots", return_value=[]),
patch.dict(os.environ, {"LORA_MANAGER_SETTINGS_DIR": str(self.settings)}),
]
for patcher in patchers:
patcher.start()
self.addCleanup(patcher.stop)
def centralized(self):
self.sidecars.mkdir(exist_ok=True)
(self.settings / "settings.json").write_text(
json.dumps(
{
"sidecar_storage_mode": "centralized",
"sidecar_storage_path": str(self.sidecars),
"folder_paths": {"loras": [str(self.loras)]},
}
)
)
def sidecar(self, folder, stem, model, words):
folder.mkdir(parents=True, exist_ok=True)
meta = {
"file_name": stem,
"file_path": str(model),
"civitai": {"trainedWords": words},
}
(folder / f"{stem}.metadata.json").write_text(json.dumps(meta))
def test_centralized_sidecars_are_read(self):
self.centralized()
model = self.loras / "neon.safetensors"
model.write_bytes(b"m")
self.sidecar(self.sidecars / "loras-0a1b2c3d", "neon", model, ["glow"])
# A leftover sidecar beside the model is not what LoraManager reads.
self.sidecar(self.loras, "neon", model, ["stale"])
cache = TriggerWordCache()
self.assertEqual(cache.load(str(self.lm)), 1)
self.assertEqual(cache.get_trigger_words("neon"), ["glow"])
def test_both_the_model_and_the_sidecar_name_are_keys(self):
self.centralized()
model = self.loras / "model_name.safetensors"
model.write_bytes(b"m")
self.sidecar(self.sidecars / "c", "sidecar_name", model, ["w"])
cache = TriggerWordCache()
self.assertEqual(cache.load(str(self.lm)), 2)
self.assertEqual(cache.get_trigger_words("model_name"), ["w"])
self.assertEqual(cache.get_trigger_words("sidecar_name"), ["w"])
def test_an_empty_path_means_auto_detection(self):
self.centralized()
model = self.loras / "neon.safetensors"
model.write_bytes(b"m")
self.sidecar(self.sidecars / "c", "neon", model, ["glow"])
cache = TriggerWordCache()
with patch.object(lora_utils, "detect_lora_manager", return_value=str(self.lm)):
self.assertEqual(cache.load(""), 1)
def test_an_unlistable_folder_keeps_the_previous_map(self):
cache = TriggerWordCache()
cache._cache = {"old": ["word"]}
cache._loaded = True
with (
patch.object(
lora_utils, "discover_sidecars", side_effect=OSError("share gone")
),
self.assertLogs("prompt_manager.lora_utils", level="WARNING") as logs,
):
self.assertEqual(cache.load(str(self.lm)), 1)
self.assertEqual(cache.get_trigger_words("old"), ["word"])
self.assertIn("share gone", "\n".join(logs.output))
def test_a_failed_load_waits_before_a_node_retries(self):
# Review finding: a node calls load while the cache is not loaded; a
# failing discovery must not rescan on every prompt run.
cache = TriggerWordCache()
self.assertTrue(cache.retry_due())
clock = [100.0]
with (
patch.object(lora_utils.time, "monotonic", lambda: clock[0]),
patch.object(lora_utils, "discover_sidecars", side_effect=OSError("x")),
self.assertLogs("prompt_manager.lora_utils", level="WARNING"),
):
cache.load(str(self.lm))
self.assertFalse(cache.is_loaded)
self.assertFalse(cache.retry_due())
clock[0] += lora_utils.TRIGGER_RETRY_SECONDS
self.assertTrue(cache.retry_due())
cache.load(str(self.lm))
self.assertTrue(cache.is_loaded)
self.assertTrue(cache.retry_due())
def test_an_os_error_is_a_warning_without_a_traceback(self):
cache = TriggerWordCache()
cache._cache = {"old": ["word"]}
with (
patch.object(TriggerWordCache, "_build", side_effect=OSError("denied")),
self.assertLogs("prompt_manager.lora_utils", level="WARNING") as logs,
):
self.assertEqual(cache.load(str(self.lm)), 1)
self.assertEqual([r.levelname for r in logs.records], ["WARNING"])
self.assertIsNone(logs.records[0].exc_info)
self.assertEqual(cache.get_trigger_words("old"), ["word"])
self.assertFalse(cache.retry_due())
def test_an_unexpected_failure_logs_its_traceback(self):
# #362: a programming error must not look like a disk error.
cache = TriggerWordCache()
cache._cache = {"old": ["word"]}
with (
patch.object(TriggerWordCache, "_build", side_effect=ValueError("bug")),
self.assertLogs("prompt_manager.lora_utils", level="WARNING") as logs,
):
self.assertEqual(cache.load(str(self.lm)), 1)
self.assertEqual(len(logs.records), 1)
self.assertIsNotNone(logs.records[0].exc_info)
self.assertIs(logs.records[0].exc_info[0], ValueError)
self.assertEqual(cache.get_trigger_words("old"), ["word"])
self.assertFalse(cache.retry_due())
def test_any_other_failure_never_raises(self):
cache = TriggerWordCache()
with (
patch.object(lora_utils, "load_layout", side_effect=RuntimeError("bad")),
self.assertLogs("prompt_manager.lora_utils", level="WARNING"),
):
self.assertEqual(cache.load(str(self.lm)), 0)
self.assertFalse(cache.is_loaded)
def test_an_unusable_layout_falls_back_to_the_default_roots(self):
(self.settings / "settings.json").write_text("{not json")
model = self.loras / "neon.safetensors"
model.write_bytes(b"m")
self.sidecar(self.loras, "neon", model, ["glow"])
cache = TriggerWordCache()
with (
patch.object(
lora_utils, "default_lora_roots", return_value=[str(self.loras)]
),
self.assertLogs("prompt_manager.lora_utils", level="WARNING") as logs,
):
self.assertEqual(cache.load(str(self.lm)), 1)
self.assertEqual(cache.get_trigger_words("neon"), ["glow"])
self.assertIn("not valid JSON", "\n".join(logs.output))
def test_layout_wraps_the_install_and_the_default_roots(self):
with patch.object(
lora_utils, "default_lora_roots", return_value=[str(self.loras)]
):
layout = lora_utils.lora_manager_layout(str(self.lm))
self.assertIsNone(layout.error)
self.assertEqual(layout.source, "environment")
self.assertIn(os.path.normcase(str(self.loras)), layout.lora_roots)
self.assertEqual(
lora_utils.lora_manager_layout(str(self.tmp)).error,
"no LoraManager install found",
)
if __name__ == "__main__":
unittest.main()
-37
View File
@@ -315,43 +315,6 @@ class TestLoraTriggerWords(NodeTestCase):
)
cache.load.assert_called_once_with("/loras")
def test_a_failing_discovery_logs_and_the_node_still_runs(self):
# #355: the trigger cache reads LoraManager's folders while a node
# runs; a folder that cannot be listed must never stop the node.
from py import lora_utils
cache = lora_utils.get_trigger_cache()
cache.clear()
self.addCleanup(cache.clear)
with (
mock.patch.dict(sys.modules, {"py.config": fake_integration_config(True)}),
mock.patch.object(
lora_utils, "discover_sidecars", side_effect=OSError("share gone")
),
self.assertLogs("prompt_manager.lora_utils", level="WARNING") as logs,
):
text = self.node._inject_lora_trigger_words("a cat <lora:neon:1>")
self.assertEqual(text, "a cat <lora:neon:1>")
self.assertIn("share gone", "\n".join(logs.output))
def test_a_failed_load_is_not_retried_on_every_run(self):
from py import lora_utils
cache = lora_utils.get_trigger_cache()
cache.clear()
self.addCleanup(cache.clear)
with (
mock.patch.dict(sys.modules, {"py.config": fake_integration_config(True)}),
mock.patch.object(
lora_utils, "discover_sidecars", side_effect=OSError("share gone")
) as discover,
mock.patch.object(lora_utils, "default_lora_roots", return_value=[]),
self.assertLogs("prompt_manager.lora_utils", level="WARNING"),
):
for _ in range(3):
self.node._inject_lora_trigger_words("a cat <lora:neon:1>")
self.assertEqual(discover.call_count, 1)
class TestPromptManagerEncoding(NodeTestCase):
node_cls = PromptManager
-2
View File
@@ -24,7 +24,6 @@ from unittest.mock import patch
from PIL import Image, PngImagePlugin
from database.operations import PromptDatabase
from tests.background_stops import close_handler
from tests.history_waits import drain_writer
from tests.test_api_admin import AdminAPITestCase
from tests.test_api_images import ImageAPITestCase
@@ -225,7 +224,6 @@ class TestMonitorIngestsNonFiniteMetadata(StrictRows, unittest.TestCase):
self.handler.logger.disabled = True
def tearDown(self):
close_handler(self, self.handler)
self.db.close_all()
assert_closed(self, self.temp.name)
self.temp.cleanup()
-142
View File
@@ -1,142 +0,0 @@
"""The package teardown runs at a normal interpreter exit (#301, #302).
ComfyUI catches Ctrl+C in ``main.py`` and returns, so its exit is a normal
return: ``atexit`` callbacks then run, newest first. A child process imports
the package with ComfyUI stubbed, leaves the image worker alive in its
processing delay and returns. Its own ``atexit`` reporter, registered before
the package, runs after the teardown and prints the result as one JSON line.
"""
import json
import os
import subprocess
import sys
import tempfile
import textwrap
import unittest
ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
# The parent never waits longer than this for the child (the hang watchdog
# allows 120 s per test).
CHILD_CEILING_SECONDS = 60
REPORT_PREFIX = "PM_EXIT_REPORT "
CHILD = textwrap.dedent("""
import atexit
import contextlib
import io
import json
import os
import sys
import threading
root, tmp = sys.argv[1], sys.argv[2]
sys.path.insert(0, root)
state = {}
def report():
from watchdog.utils import BaseThread
package = state.get("package")
result = getattr(package, "_background_work_result", None)
# The image worker, the tracker, and watchdog's observer and emitters.
alive = sorted(
t.name
for t in threading.enumerate()
if t.name in ("PromptManagerImageWorker", "PromptManagerPromptCleanup")
or isinstance(t, BaseThread)
)
print("PM_EXIT_REPORT " + json.dumps({"result": result, "alive": alive}))
sys.stdout.flush()
# First registered, so it runs last: after the package's teardown and
# after the history dispose.
atexit.register(report)
from tests.test_init_package import _import_package, fake_server_module
output = os.path.join(tmp, "output")
with contextlib.redirect_stdout(io.StringIO()):
package, _ = _import_package(
"pm_exit_child",
os.path.join(tmp, "prompts.db"),
output,
fake_server_module(queue_task_done=True),
)
state["package"] = package
monitor = package._global_image_monitor
handler = monitor.handler if monitor is not None else None
if handler is None:
sys.exit(3)
handler.processing_delay = 3600
path = os.path.join(tmp, "busy.png") # outside the watched folder
with open(path, "wb") as image:
image.write(b"x" * 16)
if not handler.schedule(path) or not handler._worker.is_alive():
sys.exit(4)
# Return normally with the worker alive, as ComfyUI does after Ctrl+C.
""")
class TestPackageExit(unittest.TestCase):
def test_teardown_runs_at_a_normal_exit_with_the_worker_alive(self):
with tempfile.TemporaryDirectory() as tmp:
os.makedirs(os.path.join(tmp, "output"))
script = os.path.join(tmp, "child.py")
with open(script, "w", encoding="utf-8") as handle:
handle.write(CHILD)
env = dict(os.environ)
env.pop("PROMPT_MANAGER_CONFIG_PATH", None)
# The child's library and log file live in its own folder, never
# in the checkout's logs/ (which this runner may hold open) or a
# data folder the caller set.
env["PROMPT_MANAGER_DATA_DIR"] = tmp
env["PYTHONIOENCODING"] = "utf-8"
try:
completed = subprocess.run(
[sys.executable, script, ROOT, tmp],
cwd=ROOT,
env=env,
capture_output=True,
timeout=CHILD_CEILING_SECONDS,
encoding="utf-8",
errors="replace",
)
except subprocess.TimeoutExpired as hung:
self.fail(
f"the child did not exit within {CHILD_CEILING_SECONDS} s\n"
f"stdout:\n{hung.stdout}\nstderr:\n{hung.stderr}"
)
# Leaving the block removes the folder: on Windows that fails
# if the child left a handle open, which it cannot once it exited,
# so the check here is that the child exited at all.
detail = f"stdout:\n{completed.stdout}\nstderr:\n{completed.stderr}"
self.assertEqual(completed.returncode, 0, detail)
reports = [
line[len(REPORT_PREFIX) :]
for line in completed.stdout.splitlines()
if line.startswith(REPORT_PREFIX)
]
self.assertEqual(len(reports), 1, detail)
report = json.loads(reports[0])
# "thumbnails" is True here because no preview worker started; its
# close result is tested in test_thumbnail_auto and test_init_package.
self.assertEqual(
report["result"],
{"monitor": True, "thumbnails": True, "tracker": True},
detail,
)
self.assertEqual(report["alive"], [], detail)
# The teardown's own warnings. Import-time warnings (the API's
# output-folder search finds no ComfyUI here) are not about exit.
for text in (
"Traceback",
"Background work not stopped in time",
"still running after",
"Error while stopping",
):
self.assertNotIn(text, completed.stderr, detail)
if __name__ == "__main__":
unittest.main()
+23 -5
View File
@@ -26,9 +26,27 @@ def _read(name):
def _pyproject():
import tomllib
return tomllib.loads(_read("pyproject.toml"))
try:
import tomllib # Python 3.11+
except ImportError: # pragma: no cover - exercised on 3.10 only
tomllib = None
text = _read("pyproject.toml")
if tomllib is not None:
return tomllib.loads(text)
# Minimal fallback for 3.10: pull the dependency list out with a regex.
match = re.search(r"dependencies\s*=\s*\[(.*?)\]", text, re.S)
deps = re.findall(r'"([^"]*)"', match.group(1)) if match else []
return {
"project": {
"dependencies": deps,
"requires-python": (
re.search(r'requires-python\s*=\s*"([^"]+)"', text).group(1)
if "requires-python" in text
else None
),
},
"build-system": {} if "[build-system]" in text else None,
}
class PyprojectContract(unittest.TestCase):
@@ -47,8 +65,8 @@ class PyprojectContract(unittest.TestCase):
}
self.assertEqual(deps, wanted)
def test_requires_python_floor_is_3_12(self):
self.assertEqual(_pyproject()["project"]["requires-python"], ">=3.12")
def test_requires_python_floor_is_3_10(self):
self.assertEqual(_pyproject()["project"]["requires-python"], ">=3.10")
def test_build_system_is_declared(self):
self.assertIsNotNone(_pyproject().get("build-system"))
-2
View File
@@ -23,7 +23,6 @@ try:
except ImportError: # discovered with tests/ as the top-level directory
from open_handles import assert_closed
from tests.background_stops import close_handler # noqa: E402
from database.operations import PromptDatabase
from prompt_manager import PromptManager
from prompt_manager_pair import PromptManagerPair
@@ -279,7 +278,6 @@ class MonitorCase(DatabaseCase):
fd, self.image = tempfile.mkstemp(suffix=".png", dir=self.tmp.name)
os.close(fd)
self.handler = ImageGenerationHandler(self.db, self.tracker)
self.addCleanup(close_handler, self, self.handler)
self.linked = []
self.handler.link_image_to_prompt = lambda path, prompt, meta: (
self.linked.append(prompt["id"])
-90
View File
@@ -5,12 +5,10 @@ Tests PromptTracker, PromptExecutionContext, and the singleton
get_prompt_tracker. Uses a mock db_manager to avoid database deps.
"""
import logging
import os
import sys
import time
import threading
import types
import unittest
from unittest.mock import MagicMock, patch
@@ -314,93 +312,5 @@ class TestPromptQueue(unittest.TestCase):
self.assertEqual(popped_ids, ids)
def _real_tracker():
"""A PromptTracker built by its own ``__init__``, so its cleanup thread runs."""
mock_db = MagicMock()
mock_db.get_prompt_by_hash.return_value = None
return PromptTracker(mock_db)
class TestTrackerShutdown(unittest.TestCase):
"""The cleanup thread stops on a signal and is joined within a bound (#301)."""
def test_shutdown_stops_the_cleanup_thread_within_the_bound(self):
tracker = _real_tracker()
thread = tracker.cleanup_thread
self.assertTrue(thread.is_alive())
self.assertEqual(thread.name, "PromptManagerPromptCleanup")
self.assertTrue(tracker.shutdown())
self.assertFalse(thread.is_alive())
def test_shutdown_is_idempotent(self):
tracker = _real_tracker()
self.assertTrue(tracker.shutdown())
self.assertTrue(tracker.shutdown())
def test_cleanup_error_wait_is_interruptible(self):
import utils.prompt_tracker as tracker_mod
real_time = time.time
calls = {"n": 0}
def failing_once():
calls["n"] += 1
if calls["n"] == 1:
raise RuntimeError("clock unavailable")
return real_time()
stub = types.SimpleNamespace(
time=failing_once, sleep=time.sleep, monotonic=time.monotonic
)
logged = threading.Event()
logger = logging.getLogger("prompt_manager.prompt_tracker")
real_error = logger.error
def error(*args, **kwargs):
real_error(*args, **kwargs)
logged.set()
with (
patch.object(tracker_mod, "time", stub),
patch.object(logger, "error", side_effect=error),
):
tracker = _real_tracker()
self.addCleanup(tracker.shutdown)
self.assertTrue(logged.wait(30), "the cleanup error was never logged")
# The thread is now in its 60 s error wait.
self.assertTrue(tracker.shutdown())
self.assertFalse(tracker.cleanup_thread.is_alive())
def test_tracker_works_after_shutdown(self):
tracker = _real_tracker()
self.assertTrue(tracker.shutdown())
tracker.set_current_prompt("still tracked", {"prompt_id": 9})
self.assertEqual(tracker.pop_next_prompt()["id"], 9)
def test_shutdown_of_a_tracker_built_without_init(self):
self.assertTrue(_make_tracker().shutdown())
def test_shutdown_on_the_cleanup_thread_only_signals(self):
tracker = _real_tracker()
self.addCleanup(lambda: self.assertTrue(tracker.shutdown()))
result = {}
with patch.object(tracker, "cleanup_thread", threading.current_thread()):
result["value"] = tracker.shutdown()
self.assertFalse(result["value"])
self.assertTrue(tracker._stop.is_set())
def test_shutdown_reports_a_thread_still_running(self):
tracker = _real_tracker()
self.assertTrue(tracker.shutdown())
busy = MagicMock()
busy.is_alive.return_value = True
tracker.cleanup_thread = busy
with self.assertLogs("prompt_manager.prompt_tracker", "WARNING") as logs:
self.assertFalse(tracker.shutdown(timeout=0.05))
busy.join.assert_called_once_with(0.05)
self.assertIn("prompt cleanup thread still running", "\n".join(logs.output))
if __name__ == "__main__":
unittest.main()
+1 -4
View File
@@ -27,7 +27,6 @@ except ImportError: # discovered with tests/ as the top-level directory
from PIL import Image, PngImagePlugin
from tests.background_stops import close_handler, stop_monitor
from database.operations import PromptDatabase
from database.review_schema import canonical_evidence, evidence_digest
from py.api import PromptManagerAPI
@@ -791,7 +790,6 @@ class TestReviewEdges(ReviewTestCase):
class TestMonitorRecording(ReviewTestCase):
def _handler(self):
handler = ImageGenerationHandler(self.api.db, PromptTracker(self.api.db))
self.addCleanup(close_handler, self, handler)
return handler
def _linked_prompt(self, path):
@@ -955,7 +953,7 @@ class TestMonitorRecording(ReviewTestCase):
monitor.set_review_recorder(None)
self.assertIsNone(monitor.handler.review_recorder)
finally:
stop_monitor(self, monitor)
monitor.stop_monitoring()
if __name__ == "__main__":
@@ -1094,7 +1092,6 @@ class TestCaptureStoreShutdown(ReviewTestCase):
self._scan_record(path)
# The monitor's pass records nothing, so it needs no store.
handler = ImageGenerationHandler(self.api.db, PromptTracker(self.api.db))
self.addCleanup(close_handler, self, handler)
handler.review_recorder = self.api.record_review_file
handler._record_review(str(path))
self.assertEqual(self.api.record_review_file(str(path)), "skipped")
+1 -3
View File
@@ -17,7 +17,6 @@ except ImportError: # discovered with tests/ as the top-level directory
from open_handles import assert_closed
from database.operations import PromptDatabase
from tests.background_stops import close_handler
from tests.test_api_images import ImageAPITestCase
from tests.test_prompt_attribution import issue_graph, pair_evidence
from tools import review_image_links as tool
@@ -159,8 +158,8 @@ class ReviewToolTests(ToolFixture):
def test_conflicting_sources_are_left_to_the_maintainer(self):
db = PromptDatabase(self.db_path)
handler = tool.ImageGenerationHandler(db, None)
try:
handler = tool.ImageGenerationHandler(db, None)
row = {
"id": 1,
"prompt_id": self.coffee,
@@ -171,7 +170,6 @@ class ReviewToolTests(ToolFixture):
):
verdict = tool.judge(db, handler, row, self.output)
finally:
close_handler(self, handler)
db.close_all()
self.assertEqual(verdict["verdict"], "conflict")
-3
View File
@@ -28,7 +28,6 @@ except ImportError: # discovered with tests/ as the top-level directory
from test_api_review import ReviewRoutesTestCase
from test_review import unlinkable_graph, write_png
from tests.background_stops import close_handler
from utils import inspection_semantics, review_capture
from utils.hashing import generate_prompt_hash
from utils.image_monitor import ImageGenerationHandler
@@ -438,7 +437,6 @@ class TestApplyInspectionCandidate(InspectionTestCase):
class TestMonitorNeverQueues(InspectionTestCase):
def _handler(self):
handler = ImageGenerationHandler(self.api.db, PromptTracker(self.api.db))
self.addCleanup(close_handler, self, handler)
handler.review_recorder = self.api.record_review_file
return handler
@@ -762,7 +760,6 @@ class TestRecordingEdges(InspectionTestCase):
text="latest", prompt_hash=generate_prompt_hash("latest")
)
handler = ImageGenerationHandler(self.api.db, PromptTracker(self.api.db))
self.addCleanup(close_handler, self, handler)
handler.link_image_to_prompt(
str(path),
{"id": prompt_id, "text": "latest", "fallback": True},
-2
View File
@@ -38,7 +38,6 @@ except ImportError: # discovered with tests/ as the top-level directory
write_png,
)
from tests.background_stops import close_handler
from utils.hashing import generate_prompt_hash
from utils.image_monitor import ImageGenerationHandler
from utils.prompt_tracker import PromptTracker
@@ -300,7 +299,6 @@ class TestQueueSelfHeals(OutcomeTestCase):
class TestMonitorRule(OutcomeTestCase):
def _handler(self):
handler = ImageGenerationHandler(self.api.db, PromptTracker(self.api.db))
self.addCleanup(close_handler, self, handler)
handler.review_recorder = self.api.record_review_file
return handler
+2 -4
View File
@@ -11,7 +11,6 @@ from unittest import mock
from database.run_attribution import stored_run_prompt
from tests import test_execution_history_database as history_tests
from tests.background_stops import close_handler
from tests.test_api_admin import AdminAPITestCase
from tests.test_execution_context_database import snapshot
from tests.test_prompt_attribution import issue_graph, llm_text_graph, make_tracker
@@ -152,7 +151,6 @@ class TestStoredRunPrompt(RecordedRuns, unittest.TestCase):
prompt_id = self.save(LLM_TEXT)
self.record_run(self.db, self.output, [("sub", "img_00001_.png")], [LLM_TEXT])
handler = ImageGenerationHandler(self.db, make_tracker(self.db))
self.addCleanup(close_handler, self, handler)
linked = []
handler.link_image_to_prompt = lambda path, prompt, meta: linked.append(
prompt["id"]
@@ -334,7 +332,7 @@ class TestMonitorHistoryRecheck(RecordedRuns, unittest.TestCase):
self.handler = ImageGenerationHandler(self.db, make_tracker(self.db))
self.handler.processing_delay = 0
self.handler.settle_interval = 0.01
self.addCleanup(close_handler, self, self.handler)
self.addCleanup(self.handler.shutdown)
self.linked = []
self.handler.link_image_to_prompt = lambda path, prompt, meta: (
self.linked.append((os.path.basename(path), prompt["id"]))
@@ -652,7 +650,7 @@ class TestLinkedOutputRoot(RecordedRuns, unittest.TestCase):
handler = ImageGenerationHandler(db, make_tracker(db))
handler.processing_delay = 0
handler.settle_interval = 0.01
self.addCleanup(close_handler, self, handler)
self.addCleanup(handler.shutdown)
linked = []
handler.link_image_to_prompt = lambda path, prompt, meta: linked.append(
prompt["id"]
-24
View File
@@ -152,30 +152,6 @@ class RunSuiteTests(unittest.TestCase):
result = run_suite(self.folder, None, "-p", "check_*.py")
self.assertEqual(result.returncode, 1, result.stderr)
def test_lora_manager_settings_read_a_disposable_folder(self):
# #355: no test reads the developer's real LoraManager settings.
record = self.folder / "seen.txt"
self.write(
"test_probe_lora.py",
f"""
import os
import unittest
class Probe(unittest.TestCase):
def test_isolated(self):
folder = os.environ["LORA_MANAGER_SETTINGS_DIR"]
with open({str(record)!r}, "w", encoding="utf-8") as handle:
handle.write(folder)
self.assertTrue(os.path.isdir(folder))
self.assertEqual(os.listdir(folder), [])
""",
)
result = run_suite(self.folder, {"LORA_MANAGER_SETTINGS_DIR": "/real/one"})
self.assertEqual(result.returncode, 0, result.stderr)
folder = record.read_text(encoding="utf-8")
self.assertNotEqual(folder, "/real/one")
self.assertFalse(os.path.exists(folder), "removed when the run ends")
def test_empty_folder_exits_five(self):
result = run_suite(self.folder)
self.assertEqual(result.returncode, 5, result.stderr)
-153
View File
@@ -976,156 +976,3 @@ class TestSourceFormError(unittest.TestCase):
if __name__ == "__main__":
unittest.main()
class TestAutotagDefaultsSettings(SourcesTestCase):
"""#328: the tagging defaults save through POST /settings like the others."""
ATTRS = (
"MODEL_TYPE",
"EXISTING",
"GENERAL_THRESHOLD",
"CHARACTER_THRESHOLD",
"TEMPLATE",
"SUGGESTION_LIMIT",
)
SAVED = {
"autotag_model_type": "gguf",
"autotag_existing": "merge",
"autotag_general_threshold": 0.4,
"autotag_character_threshold": 0.8,
"autotag_template": "Tags only.",
"autotag_suggestion_limit": 15,
}
async def asyncSetUp(self):
await super().asyncSetUp()
from py.config import AutotagConfig
self.autotag = AutotagConfig
for attr in self.ATTRS:
self.addCleanup(setattr, AutotagConfig, attr, getattr(AutotagConfig, attr))
def _runtime(self):
return {attr: getattr(self.autotag, attr) for attr in self.ATTRS}
async def test_autotag_defaults_save_round_trip(self):
self._write_config({"custom": {"keep": True}})
revision = (await self._get())["revision"]
status, data = await self._post(
"/prompt_manager/settings", {"expected_revision": revision, **self.SAVED}
)
self.assertEqual(status, 200, data)
self.assertEqual(data["restart_required_fields"], [])
saved = self._read_config()
self.assertEqual(
saved["autotag"]["defaults"],
{key[len("autotag_") :]: value for key, value in self.SAVED.items()},
)
self.assertEqual(saved["custom"], {"keep": True})
self.assertEqual(
self._runtime(),
{
"MODEL_TYPE": "gguf",
"EXISTING": "merge",
"GENERAL_THRESHOLD": 0.4,
"CHARACTER_THRESHOLD": 0.8,
"TEMPLATE": "Tags only.",
"SUGGESTION_LIMIT": 15,
},
)
settings = (await self._get())["settings"]
self.assertEqual({key: settings[key] for key in self.SAVED}, self.SAVED)
async def test_threshold_near_the_grid_is_saved_on_it(self):
"""#369: a computed value a hair off the 0.05 grid is stored on it, so
every page's step check accepts what /settings and the file return."""
revision = (await self._get())["revision"]
status, data = await self._post(
"/prompt_manager/settings",
{"expected_revision": revision, "autotag_general_threshold": 0.1 + 0.2},
)
self.assertEqual(status, 200, data)
self.assertEqual(
repr(self._read_config()["autotag"]["defaults"]["general_threshold"]),
"0.3",
)
self.assertEqual(
repr((await self._get())["settings"]["autotag_general_threshold"]), "0.3"
)
async def test_stale_revision_changes_no_default(self):
revision = (await self._get())["revision"]
self._write_config({"custom": {"edited": "elsewhere"}})
before = (self._config_bytes(), self._runtime())
status, data = await self._post(
"/prompt_manager/settings", {"expected_revision": revision, **self.SAVED}
)
self.assertEqual(status, 409, data)
self.assertEqual(data["code"], "settings-changed")
self.assertEqual((self._config_bytes(), self._runtime()), before)
async def test_bad_default_message_names_the_setting(self):
cases = (
(
"autotag_general_threshold",
1.5,
"General-tag confidence must be between 0 and 1.",
),
(
"autotag_general_threshold",
0.37,
"General-tag confidence must be a multiple of 0.05.",
),
(
"autotag_character_threshold",
0.33,
"Character-tag confidence must be a multiple of 0.05.",
),
(
"autotag_character_threshold",
"0.8",
"Character-tag confidence must be a finite number.",
),
(
"autotag_character_threshold",
True,
"Character-tag confidence must be a finite number.",
),
(
"autotag_model_type",
"wd14-convnext",
"Tagging model must be one of gguf, hf, wd14-swinv2, wd14-vit.",
),
(
"autotag_existing",
"replace",
"Existing tags must be skip, merge or replace_after_review.",
),
("autotag_template", " ", "LLM tag template must be non-empty text."),
(
"autotag_template",
"x" * 4001,
"LLM tag template must be at most 4000 characters.",
),
(
"autotag_suggestion_limit",
0,
"Suggestions per image must be a whole number from 1 to 100.",
),
(
"autotag_suggestion_limit",
2.5,
"Suggestions per image must be a whole number from 1 to 100.",
),
)
self._write_config({"custom": {"keep": True}})
before = (self._config_bytes(), self._runtime())
for key, value, message in cases:
with self.subTest(key=key, value=value):
status, data = await self._post(
"/prompt_manager/settings", {**self.SAVED, key: value}
)
self.assertEqual(status, 400, data)
self.assertEqual(data["error"], message)
self.assertEqual((self._config_bytes(), self._runtime()), before)
+2 -20
View File
@@ -32,7 +32,6 @@ from PIL import Image # noqa: E402
import py.api.images as images_module # noqa: E402
import py.api.thumbnail_auto as auto # noqa: E402
from tests.background_stops import close_handler, stop_monitor # noqa: E402
from py.api.jobs import THUMBNAILS_JOB_KIND # noqa: E402
SERVE = "/prompt_manager/images/serve/"
@@ -738,27 +737,11 @@ class TestShutdown(AutoThumbnailCase):
patch.object(auto, "CLOSE_WAIT_SECONDS", 0),
self.assertLogs("prompt_manager.api", "WARNING") as logs,
):
self.assertFalse(self.api.close_auto_thumbnails())
self.api.close_auto_thumbnails()
process.kill.assert_called_once()
self.assertIn("still running", "\n".join(logs.output))
release.set()
async def test_close_reports_an_ended_worker(self):
path = make_png(self.output_dir / "a.png", size=(64, 64))
self.api.queue_capture_thumbnail(str(path))
worker = self.api._auto_thumbnails()._worker
await self._idle()
loop = asyncio.get_running_loop()
closed = await loop.run_in_executor(
None, lambda: self.api.close_auto_thumbnails(timeout=WAIT)
)
self.assertTrue(closed)
self.assertFalse(worker.is_alive())
def test_close_without_a_thumbnailer_returns_true(self):
self.assertIsNone(self.api._auto_thumbnailer)
self.assertTrue(self.api.close_auto_thumbnails())
class TestHistorySharesTheAdmission(AutoThumbnailCase):
async def _shared_flight(self, name, is_video, first):
@@ -997,7 +980,6 @@ class TestMonitorQueuesThumbnails(AutoThumbnailCase):
from utils.image_monitor import ImageGenerationHandler
handler = ImageGenerationHandler(self.api.db, unittest.mock.MagicMock())
self.addCleanup(close_handler, self, handler)
handler.processing_delay = 0
handler.settle_interval = 0
return handler
@@ -1040,7 +1022,7 @@ class TestMonitorQueuesThumbnails(AutoThumbnailCase):
monitor.set_thumbnail_queue(None)
self.assertIsNone(monitor.handler.thumbnail_queue)
finally:
stop_monitor(self, monitor)
monitor.stop_monitoring()
class TestScanHandsOffThumbnails(AutoThumbnailCase):

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