feat(backend): add Other model type (VAE/upscaler/text encoder) scanner, service and routes

This commit is contained in:
Will Miao
2026-09-12 11:25:51 +08:00
parent 3070838a42
commit 27da7b3ca3
22 changed files with 1771 additions and 19 deletions
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"""Tests for OtherScanner: root aggregation, sub_type derivation, lazy hash."""
import asyncio
import json
import os
from pathlib import Path
from unittest.mock import MagicMock, patch
import pytest
from py import config as config_module
from py.services import model_scanner
from py.services.model_scanner import ModelScanner
from py.services.other_scanner import OtherScanner
from py.utils.models import OtherModelMetadata
def _normalize(path) -> str:
return str(path).replace(os.sep, "/")
@pytest.fixture(autouse=True)
def reset_model_scanner_singletons():
ModelScanner._instances.clear()
ModelScanner._locks.clear()
yield
ModelScanner._instances.clear()
ModelScanner._locks.clear()
@pytest.fixture
def other_config(monkeypatch, tmp_path):
"""Point the global config at a synthetic set of other-model roots."""
vae_root = tmp_path / "vae"
upscaler_root = tmp_path / "upscale_models"
te_root = tmp_path / "text_encoders"
clip_root = tmp_path / "clip"
clip_vision_root = tmp_path / "clip_vision"
for root in (vae_root, upscaler_root, te_root, clip_root, clip_vision_root):
root.mkdir()
roots = [
_normalize(vae_root),
_normalize(upscaler_root),
_normalize(te_root),
_normalize(clip_root),
_normalize(clip_vision_root),
]
subtypes = {
_normalize(vae_root): "vae",
_normalize(upscaler_root): "upscaler",
_normalize(te_root): "text_encoder",
_normalize(clip_root): "text_encoder",
_normalize(clip_vision_root): "clip_vision",
}
monkeypatch.setattr(config_module.config, "other_roots", roots)
monkeypatch.setattr(config_module.config, "other_root_subtypes", subtypes)
return {
"roots": roots,
"subtypes": subtypes,
"vae": _normalize(vae_root),
"upscaler": _normalize(upscaler_root),
"text_encoders": _normalize(te_root),
"clip": _normalize(clip_root),
"clip_vision": _normalize(clip_vision_root),
}
def _make_scanner() -> OtherScanner:
"""Create a scanner without __init__ to avoid async initialization."""
scanner = object.__new__(OtherScanner)
scanner.model_type = "other"
scanner.model_class = OtherModelMetadata
scanner.file_extensions = {".safetensors", ".pt", ".bin"}
scanner._hash_index = MagicMock()
return scanner
class TestOtherScannerRoots:
"""Root aggregation and sub_type resolution."""
def test_get_model_roots_aggregates_and_dedupes(self, other_config, monkeypatch):
scanner = _make_scanner()
monkeypatch.setattr(
config_module.config,
"other_roots",
other_config["roots"] + [other_config["vae"]],
)
roots = scanner.get_model_roots()
assert roots == other_config["roots"]
def test_get_model_roots_empty_when_unconfigured(self, monkeypatch):
scanner = _make_scanner()
monkeypatch.setattr(config_module.config, "other_roots", None)
assert scanner.get_model_roots() == []
def test_resolve_sub_type_for_each_default_category(self, other_config):
scanner = _make_scanner()
cases = [
(other_config["vae"], "vae"),
(other_config["upscaler"], "upscaler"),
(other_config["text_encoders"], "text_encoder"),
# Legacy ComfyUI 'clip' key maps to text_encoder as well
(other_config["clip"], "text_encoder"),
(other_config["clip_vision"], "clip_vision"),
]
for root, expected in cases:
file_path = f"{root}/model.safetensors"
assert scanner.resolve_sub_type_for_path(file_path) == expected
def test_resolve_sub_type_longest_prefix_wins(self, monkeypatch, tmp_path):
"""A nested root (controlnet inside vae) resolves to the inner category."""
outer = tmp_path / "vae"
inner = outer / "controlnet"
inner.mkdir(parents=True)
monkeypatch.setattr(
config_module.config,
"other_root_subtypes",
{_normalize(outer): "vae", _normalize(inner): "controlnet"},
)
scanner = _make_scanner()
assert (
scanner.resolve_sub_type_for_path(f"{_normalize(inner)}/cn.safetensors")
== "controlnet"
)
assert (
scanner.resolve_sub_type_for_path(f"{_normalize(outer)}/vae.safetensors")
== "vae"
)
def test_resolve_sub_type_none_for_unknown_or_empty(self, other_config):
scanner = _make_scanner()
assert scanner.resolve_sub_type_for_path(None) is None
assert scanner.resolve_sub_type_for_path("") is None
assert scanner.resolve_sub_type_for_path("/unrelated/model.safetensors") is None
def test_adjust_metadata_sets_sub_type(self, other_config):
scanner = _make_scanner()
metadata = OtherModelMetadata(
file_name="te",
model_name="te",
file_path=f"{other_config['text_encoders']}/te.safetensors",
size=1,
modified=0.0,
sha256="",
base_model="Unknown",
preview_url="",
)
result = scanner.adjust_metadata(
metadata,
metadata.file_path,
other_config["text_encoders"],
)
assert result.sub_type == "text_encoder"
def test_adjust_cached_entry_rederives_sub_type(self, other_config):
"""Persisted sub_type is never trusted: it is re-derived from location."""
scanner = _make_scanner()
entry = {
"file_path": f"{other_config['clip']}/legacy.safetensors",
"sub_type": "vae", # stale value from an old snapshot
}
result = scanner.adjust_cached_entry(entry)
assert result["sub_type"] == "text_encoder"
def test_adjust_cached_entry_keeps_value_when_root_unknown(self, other_config):
scanner = _make_scanner()
entry = {
"file_path": "/gone/model.safetensors",
"sub_type": "upscaler",
}
result = scanner.adjust_cached_entry(entry)
assert result["sub_type"] == "upscaler"
class TestOtherScannerLazyHash:
"""Lazy hashing: pending by default, singleflight on-demand calculation."""
@pytest.mark.asyncio
async def test_default_metadata_has_pending_hash(self, other_config):
vae_file = Path(other_config["vae"]) / "vae_model.safetensors"
vae_file.write_text("fake vae content", encoding="utf-8")
scanner = OtherScanner()
metadata = await scanner._create_default_metadata(_normalize(vae_file))
assert metadata is not None
assert metadata.sha256 == ""
assert metadata.hash_status == "pending"
assert metadata.from_civitai is False
assert metadata.sub_type == "vae"
@pytest.mark.asyncio
async def test_default_metadata_sub_type_from_location(self, other_config):
te_file = Path(other_config["text_encoders"]) / "t5.safetensors"
te_file.write_text("fake text encoder", encoding="utf-8")
scanner = OtherScanner()
metadata = await scanner._create_default_metadata(_normalize(te_file))
assert metadata is not None
assert metadata.sub_type == "text_encoder"
@pytest.mark.asyncio
async def test_calculate_hash_for_model_completes_pending(self, other_config):
model_file = Path(other_config["upscaler"]) / "upscaler.safetensors"
model_file.write_text("fake upscaler content", encoding="utf-8")
normalized_file = _normalize(model_file)
scanner = OtherScanner()
metadata = await scanner._create_default_metadata(normalized_file)
assert metadata is not None and metadata.hash_status == "pending"
hash_result = await scanner.calculate_hash_for_model(normalized_file)
assert hash_result is not None
assert len(hash_result) == 64
metadata_file = model_file.with_suffix(".metadata.json")
saved_data = json.loads(metadata_file.read_text(encoding="utf-8"))
assert saved_data["sha256"] == hash_result
assert saved_data["hash_status"] == "completed"
@pytest.mark.asyncio
async def test_calculate_hash_singleflight_same_file(self, other_config):
"""Concurrent calls for the same file share one SHA256 task."""
model_file = Path(other_config["vae"]) / "shared.safetensors"
model_file.write_text("fake content", encoding="utf-8")
normalized_file = _normalize(model_file)
real_file = os.path.realpath(normalized_file)
scanner = OtherScanner()
metadata = await scanner._create_default_metadata(normalized_file)
assert metadata is not None
calls = []
async def fake_calculate_sha256(file_path: str) -> str:
calls.append(file_path)
await asyncio.sleep(0.01)
return "a" * 64
with patch(
"py.utils.file_utils.calculate_sha256", side_effect=fake_calculate_sha256
):
results = await asyncio.gather(
*[scanner.calculate_hash_for_model(normalized_file) for _ in range(8)]
)
assert calls == [real_file]
assert results == ["a" * 64] * 8
assert scanner._hash_calculation_tasks == {}
@pytest.mark.asyncio
async def test_calculate_hash_skips_completed(self, other_config):
model_file = Path(other_config["clip_vision"]) / "cv.safetensors"
model_file.write_text("fake content", encoding="utf-8")
normalized_file = _normalize(model_file)
scanner = OtherScanner()
metadata = await scanner._create_default_metadata(normalized_file)
assert metadata is not None
# Simulate an already-completed hash
metadata.sha256 = "existing_hash"
metadata.hash_status = "completed"
from py.utils.metadata_manager import MetadataManager
await MetadataManager.save_metadata(normalized_file, metadata)
with patch("py.utils.file_utils.calculate_sha256") as mock_calc:
hash_result = await scanner.calculate_hash_for_model(normalized_file)
assert hash_result == "existing_hash"
mock_calc.assert_not_called()
@pytest.mark.asyncio
async def test_calculate_all_pending_hashes(self, other_config):
for index in range(3):
model_file = Path(other_config["vae"]) / f"model_{index}.safetensors"
model_file.write_text(f"content {index}", encoding="utf-8")
scanner = OtherScanner()
for index in range(3):
model_file = Path(other_config["vae"]) / f"model_{index}.safetensors"
await scanner._create_default_metadata(_normalize(model_file))
progress_calls = []
async def progress_callback(current, total, file_path):
progress_calls.append((current, total, file_path))
result = await scanner.calculate_all_pending_hashes(progress_callback)
assert result["total"] == 3
assert result["completed"] == 3
assert result["failed"] == 0
assert len(progress_calls) == 3
class TestOtherModelMetadataFromCivitai:
"""CivitAI type mapping in OtherModelMetadata.from_civitai_info."""
def _build(self, civitai_type: str) -> OtherModelMetadata:
return OtherModelMetadata.from_civitai_info(
{
"type": civitai_type,
"baseModel": "SDXL",
"model": {"name": "Model", "tags": ["tag"], "description": "desc"},
},
{"name": "model.safetensors", "sizeKB": 1, "hashes": {"SHA256": "AB"}},
"/tmp/model.safetensors",
)
@pytest.mark.parametrize(
"civitai_type,expected",
[
("VAE", "vae"),
("Upscaler", "upscaler"),
("TextEncoder", "text_encoder"),
("CLIP", "text_encoder"),
("CLIPVision", "clip_vision"),
("Controlnet", "controlnet"),
("Other", "vae"), # unknown types fall back to the placeholder
],
)
def test_civitai_type_mapping(self, civitai_type, expected):
metadata = self._build(civitai_type)
assert metadata.sub_type == expected
assert metadata.sha256 == "ab"
assert metadata.tags == ["tag"]
def test_page_type_maps_to_other():
"""The WS progress page type for the other scanner is 'other'."""
assert model_scanner.PAGE_TYPE_MAP["other"] == "other"
scanner = _make_scanner()
assert scanner.page_type == "other"