Files
Azornes-Comfyui-Model-Resolver/tests/test_metadata_builder.py
T

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6.4 KiB
Python

import hashlib
import json
import os
import tempfile
import unittest
from core.metadata_builder import build_missing_local_metadata
class MetadataBuilderTests(unittest.TestCase):
def _write_model(self, directory, filename, content):
path = os.path.join(directory, filename)
with open(path, "wb") as handle:
handle.write(content)
return path
def _write_fake_safetensors(self, directory, filename, metadata):
header = json.dumps({"__metadata__": metadata}).encode("utf-8")
content = len(header).to_bytes(8, "little") + header
return self._write_model(directory, filename, content)
def _write_metadata(self, model_path, payload):
base_path, _extension = os.path.splitext(model_path)
metadata_path = f"{base_path}.metadata.json"
with open(metadata_path, "w", encoding="utf-8") as handle:
json.dump(payload, handle)
return metadata_path
def _read_metadata(self, model_path):
base_path, _extension = os.path.splitext(model_path)
metadata_path = f"{base_path}.metadata.json"
with open(metadata_path, "r", encoding="utf-8") as handle:
return metadata_path, json.load(handle)
def _model_info(self, model_path, category="loras"):
return {
"filename": os.path.basename(model_path),
"relative_path": os.path.basename(model_path),
"path": model_path,
"category": category,
"base_directory": os.path.dirname(model_path),
}
def test_creates_missing_metadata_from_local_safetensors_header(self):
with tempfile.TemporaryDirectory() as tmpdir:
header_sha = "a" * 64
model_path = self._write_fake_safetensors(
tmpdir,
"header_model.safetensors",
{
"modelspec.title": "Header Model",
"modelspec.description": "Local description",
"modelspec.tags": "tag-a, tag-b",
"modelspec.trigger_phrase": "trigger-a",
"sha256": header_sha,
},
)
result = build_missing_local_metadata(models=[self._model_info(model_path)])
metadata_path, metadata = self._read_metadata(model_path)
self.assertTrue(result["success"])
self.assertEqual(1, result["created_metadata"])
self.assertEqual(0, result["calculated_hashes"])
self.assertEqual(1, result["header_hashes"])
self.assertEqual(metadata_path, result["updated"][0]["metadata_path"])
self.assertEqual("Header Model", metadata["model_name"])
self.assertEqual(header_sha, metadata["sha256"])
self.assertEqual("safetensors_header", metadata["sha256_source"])
self.assertIn("tag-a", metadata["tags"])
self.assertIn("trigger-a", metadata["trained_words"])
self.assertIn("safetensors_header_metadata", metadata)
self.assertIn("modelspec.title", metadata["safetensors_header_metadata"]["metadata"])
def test_updates_existing_metadata_without_sha256_and_preserves_user_fields(self):
with tempfile.TemporaryDirectory() as tmpdir:
content = b"local model bytes"
expected_sha = hashlib.sha256(content).hexdigest()
model_path = self._write_model(tmpdir, "needs_hash.ckpt", content)
self._write_metadata(
model_path,
{
"model_name": "Existing Name",
"notes": "keep me",
"favorite": True,
},
)
events = []
result = build_missing_local_metadata(
models=[self._model_info(model_path, "checkpoints")],
progress_callback=events.append,
)
_metadata_path, metadata = self._read_metadata(model_path)
self.assertTrue(result["success"])
self.assertEqual(1, result["updated_metadata"])
self.assertEqual(1, result["calculated_hashes"])
self.assertEqual(expected_sha, metadata["sha256"])
self.assertEqual("file", metadata["sha256_source"])
self.assertEqual("Existing Name", metadata["model_name"])
self.assertEqual("keep me", metadata["notes"])
self.assertTrue(metadata["favorite"])
self.assertTrue(any(event.get("stage") == "hashing" for event in events))
self.assertTrue(any(event.get("current_model") == "needs_hash.ckpt" for event in events))
def test_skips_existing_metadata_that_already_has_sha256(self):
with tempfile.TemporaryDirectory() as tmpdir:
model_path = self._write_model(tmpdir, "complete.safetensors", b"abc")
existing = {
"model_name": "Complete",
"sha256": "b" * 64,
"notes": "do not rewrite",
}
self._write_metadata(model_path, existing)
result = build_missing_local_metadata(models=[self._model_info(model_path)])
_metadata_path, metadata = self._read_metadata(model_path)
self.assertTrue(result["success"])
self.assertEqual(0, result["created_metadata"])
self.assertEqual(0, result["updated_metadata"])
self.assertEqual(1, result["skipped_complete"])
self.assertEqual(existing, metadata)
def test_builds_missing_metadata_with_multiple_workers(self):
with tempfile.TemporaryDirectory() as tmpdir:
model_paths = [
self._write_model(tmpdir, f"parallel_{index}.ckpt", f"model-{index}".encode("utf-8"))
for index in range(4)
]
events = []
result = build_missing_local_metadata(
models=[self._model_info(path, "checkpoints") for path in model_paths],
worker_count=2,
progress_callback=events.append,
)
metadata_payloads = [self._read_metadata(path)[1] for path in model_paths]
self.assertTrue(result["success"])
self.assertEqual(2, result["worker_count"])
self.assertGreaterEqual(result["cpu_count"], 1)
self.assertEqual(4, result["created_metadata"])
self.assertEqual(4, result["calculated_hashes"])
self.assertEqual(4, len(metadata_payloads))
self.assertTrue(all(payload.get("sha256") for payload in metadata_payloads))
self.assertTrue(any(event.get("worker_count") == 2 for event in events))
if __name__ == "__main__":
unittest.main()