Vito
dc345671ae
* feat(workspace): inspect and send positive and negative prompts * docs(workspace): capture complete inspector and viewer previews * docs(inspector): explain the subprocess cleanup race * fix(workspace): defer observed gallery layout writes (#207) * fix(inspector): keep path-only prompt associations unverified
644 lines
26 KiB
Python
644 lines
26 KiB
Python
"""Physical-file prompt inspection is bounded, conservative and read-only."""
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import json
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from unittest.mock import patch
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from PIL import Image, PngImagePlugin
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try:
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from test_api_images import ImageAPITestCase, make_png
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except ImportError:
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from tests.test_api_images import ImageAPITestCase, make_png
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from utils.pair_execution import EXECUTION_KEY, record_pair_execution
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from database.pair_ingestion import ingest_resolved_pair
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from utils.prompt_pair_resolver import resolve_prompt_pair
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def graph(positive="portrait", negative="blurry"):
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return {
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"1": {"class_type": "CLIPTextEncode", "inputs": {"text": positive}},
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"2": {"class_type": "CLIPTextEncode", "inputs": {"text": negative}},
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"3": {
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"class_type": "KSampler",
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"inputs": {"positive": ["1", 0], "negative": ["2", 0]},
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},
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}
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def png(path, **metadata):
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info = PngImagePlugin.PngInfo()
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for key, value in metadata.items():
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info.add_text(key, value if isinstance(value, str) else json.dumps(value))
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path.parent.mkdir(parents=True, exist_ok=True)
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with Image.new("RGB", (4, 4)) as image:
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image.save(path, pnginfo=info)
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return path
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class TestPromptInspector(ImageAPITestCase):
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async def inspect(self, path="image.png", root="0"):
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params = {} if root is None else {"root": root}
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response = await self.client.get(
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f"/prompt_manager/images/inspect/{path}", params=params
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)
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return response, await response.json()
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def side(self, text, source="graph-inferred"):
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return {"status": "resolved", "text": text, "source": source}
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async def test_unindexed_graph_pair_is_read_without_indexing_or_decoding(self):
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path = png(self.output_dir / "image.png", prompt=graph(negative=""))
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before = path.read_bytes()
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with self.api.db.model.get_connection() as connection:
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rows = connection.execute("SELECT total_changes()").fetchone()[0]
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with patch.object(Image.Image, "load", side_effect=AssertionError("decode")):
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response, result = await self.inspect()
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self.assertEqual(response.status, 200)
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self.assertEqual(
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result["image"],
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{"root_index": 0, "path": "image.png", "filename": "image.png"},
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)
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self.assertEqual(result["prompts"]["positive"], self.side("portrait"))
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self.assertEqual(result["prompts"]["negative"], self.side(""))
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self.assertEqual(path.read_bytes(), before)
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with self.api.db.model.get_connection() as connection:
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self.assertEqual(
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connection.execute("SELECT total_changes()").fetchone()[0], rows
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)
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self.assertEqual(
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connection.execute("SELECT COUNT(*) FROM prompts").fetchone()[0], 0
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)
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self.assertNotIn(str(self.comfy_dir), json.dumps(result))
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async def test_root_identity_collisions_are_not_filename_fallbacks(self):
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other = self.comfy_dir / "input"
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other.mkdir()
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first = png(self.output_dir / "image.png", prompt=graph("output"))
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png(other / "image.png", prompt=graph("input"))
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self._link_image(first, "Saved output")
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self.api._get_all_output_dirs = lambda: [self.output_dir, other]
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_, result = await self.inspect(root="1")
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self.assertEqual(result["image"]["root_index"], 1)
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self.assertEqual(result["prompts"]["positive"]["text"], "input")
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make_png(other / "plain.png")
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_, result = await self.inspect("plain.png", root="1")
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self.assertEqual(result["prompts"]["positive"]["status"], "absent")
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async def test_requires_valid_root_safe_relative_path_existing_media(self):
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make_png(self.output_dir / "image.png")
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for root in (None, "-1", "1", "x", "0.0"):
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response, result = await self.inspect(root=root)
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self.assertEqual(response.status, 400, root)
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self.assertNotIn(str(self.comfy_dir), json.dumps(result))
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for path in (
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"%2Fetc%2Fpasswd.png",
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"..%2Fsecret.png",
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"%5Csecret.png",
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"bad.txt",
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"null%00.png",
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"C:%5Csecret.png",
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):
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response, result = await self.inspect(path)
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self.assertEqual(response.status, 403, path)
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response, result = await self.inspect("missing.png")
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self.assertEqual(response.status, 404)
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outside = png(self.comfy_dir / "outside.png", prompt=graph("private"))
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self._make_symlink(outside, self.output_dir / "escape.png")
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response, result = await self.inspect("escape.png")
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self.assertEqual(response.status, 403)
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self.assertNotIn("private", json.dumps(result))
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async def test_missing_negative_is_distinct_from_explicit_empty(self):
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source = graph()
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del source["3"]["inputs"]["negative"]
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png(self.output_dir / "image.png", prompt=source)
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_, result = await self.inspect()
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self.assertEqual(result["prompts"]["positive"], self.side("portrait"))
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self.assertEqual(result["prompts"]["negative"]["status"], "absent")
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self.assertIsNone(result["prompts"]["negative"]["text"])
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async def test_graph_ambiguity_and_unknown_semantics_do_not_use_saved_fallback(
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self,
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):
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path = self.output_dir / "image.png"
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self._link_image(png(path), "Legacy saved")
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for expected in ("ambiguous", "unresolved"):
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source = graph()
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if expected == "ambiguous":
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source["4"] = source["3"]
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else:
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source["1"]["class_type"] = "UnknownEncoder"
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png(
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path,
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prompt=source,
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parameters=(
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"Fallback\nNegative prompt: noise\n" "Steps: 20, Sampler: Euler"
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),
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)
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_, result = await self.inspect()
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for side in result["prompts"].values():
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self.assertEqual(side["status"], expected)
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self.assertIsNone(side["text"])
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async def test_parameters_and_partial_resolution_are_conservative(self):
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path = self.output_dir / "image.png"
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png(path, parameters="A mountain\nNegative prompt: \nSteps: 20, Sampler: Euler")
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_, result = await self.inspect()
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self.assertEqual(
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result["prompts"]["positive"],
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self.side("A mountain", "embedded-parameters"),
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)
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self.assertEqual(
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result["prompts"]["negative"], self.side("", "embedded-parameters")
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)
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source = graph()
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source["2"]["class_type"] = "UnknownEncoder"
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png(path, prompt=source)
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_, result = await self.inspect()
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self.assertEqual(result["prompts"]["positive"], self.side("portrait"))
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self.assertEqual(result["prompts"]["negative"]["status"], "unresolved")
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async def test_execution_evidence_wins_over_graph_and_saved_recipe(self):
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source = {
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"1": {
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"class_type": "PromptManagerPair",
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"inputs": {"text": "portrait", "negative_text": "blurry"},
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},
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"3": {
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"class_type": "KSampler",
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"inputs": {"positive": ["1", 0], "negative": ["1", 1]},
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},
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}
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evidence = {}
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record_pair_execution(
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evidence,
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"1",
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text="portrait",
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negative_text="blurry",
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positive_text="portrait LoRA trigger",
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negative_effective_text="blurry",
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)
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path = png(self.output_dir / "image.png", prompt=source, **evidence)
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self._link_image(path, "Saved recipe")
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_, result = await self.inspect()
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self.assertEqual(
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result["prompts"]["positive"],
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self.side("portrait LoRA trigger", "execution"),
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)
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self.assertEqual(
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result["prompts"]["negative"], self.side("blurry", "execution")
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)
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png(path, prompt=source, **{EXECUTION_KEY: "broken"})
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_, result = await self.inspect()
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self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
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async def test_saved_associations_remain_unverified_without_file_evidence(self):
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path = make_png(self.output_dir / "image.png")
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self._link_image(path, "Saved positive")
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_, result = await self.inspect()
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self.assertEqual(
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result["prompts"]["positive"],
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{
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"status": "unresolved",
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"text": None,
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"source": "saved-association",
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"message": (
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"A saved library association exists, but it cannot be "
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"verified against this file."
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),
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},
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)
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self.assertEqual(result["prompts"]["negative"]["status"], "absent")
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other = make_png(self.output_dir / "paired.png")
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metadata = {"prompt": graph("Effective positive", "Recorded negative")}
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resolution = resolve_prompt_pair(metadata)
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ingest_resolved_pair(self.api.db, str(other), metadata, resolution)
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_, result = await self.inspect("paired.png")
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self.assertEqual(
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result["prompts"]["positive"],
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{
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"status": "unresolved",
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"text": None,
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"source": "saved-association",
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"message": (
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"A saved library association exists, but it cannot be "
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"verified against this file."
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),
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},
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)
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self.assertEqual(
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result["prompts"]["negative"],
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{
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"status": "unresolved",
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"text": None,
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"source": "saved-association",
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"message": (
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"A saved library association exists, but it cannot be "
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"verified against this file."
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),
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},
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)
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async def test_corrupt_malformed_and_no_metadata_do_not_invent_text(self):
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path = self.output_dir / "image.png"
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for content, expected in (
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(b"broken", "unresolved"),
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(None, "absent"),
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("bad-json", "unresolved"),
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):
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if isinstance(content, bytes):
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path.write_bytes(content)
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else:
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png(path, **({"prompt": content} if content else {}))
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_, result = await self.inspect()
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self.assertEqual(result["prompts"]["positive"]["status"], expected)
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self.assertIsNone(result["prompts"]["positive"]["text"])
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async def test_compressed_international_and_post_pixel_metadata(self):
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import struct
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import zlib
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path = self.output_dir / "image.png"
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for kind in (
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"compressed",
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"international",
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"compressed-international",
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"post-idat",
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):
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info = PngImagePlugin.PngInfo()
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value = json.dumps(graph("猫"), ensure_ascii=False)
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if kind == "compressed":
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info.add_text("prompt", json.dumps(graph()), zip=True)
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elif kind in ("international", "compressed-international"):
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info.add_itxt(
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"prompt",
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value,
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lang="en",
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tkey="Prompt",
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zip=kind.startswith("compressed"),
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)
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else:
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payload = b"prompt\0" + json.dumps(graph()).encode()
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info.add_text("unrelated", "header text")
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with Image.new("RGB", (4, 4)) as image:
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image.save(path, pnginfo=info)
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if kind == "post-idat":
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content = path.read_bytes()
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chunk = (
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struct.pack(">I", len(payload))
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+ b"tEXt"
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+ payload
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+ struct.pack(">I", zlib.crc32(b"tEXt" + payload))
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)
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path.write_bytes(content[:-12] + chunk + content[-12:])
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with patch.object(
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Image.Image, "load", side_effect=AssertionError("pixels")
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):
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_, result = await self.inspect()
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self.assertEqual(
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result["prompts"]["positive"]["text"],
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"猫" if "international" in kind else "portrait",
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)
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async def test_corrupt_truncated_duplicate_and_expanding_metadata_fail_closed(self):
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import struct
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import zlib
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from utils.prompt_inspector import MAX_METADATA_BYTES
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path = self.output_dir / "image.png"
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base = png(path, prompt=graph()).read_bytes()
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cases = [base[:-1], base[:30]]
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index = base.index(b"tEXt")
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broken = bytearray(base)
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broken[index + 8] ^= 1
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cases.append(bytes(broken))
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for kind, payload in (
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(b"tEXt", b"prompt\0{}"),
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(b"zTXt", b"prompt\0\0" + zlib.compress(b"x" * (MAX_METADATA_BYTES + 1))),
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(b"tEXt", b"prompt\0" + b"x" * (MAX_METADATA_BYTES + 1)),
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(b"tEXt", b"bad-key-without-separator"),
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(b"zTXt", b"prompt\0\1bad-compression"),
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(b"iTXt", b"prompt\0\2\0\0\0text"),
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(b"iTXt", b"prompt\0\1\1\0\0text"),
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(b"iTXt", b"prompt\0\0\0\0\0\xff"),
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):
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chunk = (
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struct.pack(">I", len(payload))
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+ kind
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+ payload
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+ struct.pack(">I", zlib.crc32(kind + payload))
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)
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cases.append(base[:-12] + chunk + base[-12:])
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for index, content in enumerate(cases):
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path.write_bytes(content)
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_, result = await self.inspect()
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self.assertEqual(
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result["prompts"]["positive"]["status"], "unresolved", index
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)
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self.assertIsNone(result["prompts"]["positive"]["text"])
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async def test_jpeg_header_only_no_metadata_and_read_failure_are_safe(self):
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path = self.output_dir / "image.jpg"
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with Image.new("RGB", (4, 4)) as image:
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image.save(path)
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with patch.object(Image.Image, "load", side_effect=AssertionError("pixels")):
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response, result = await self.inspect("image.jpg")
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self.assertEqual(response.status, 200)
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self.assertEqual(result["prompts"]["positive"]["status"], "absent")
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with patch(
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"py.api.images.read_inspection_metadata",
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side_effect=RuntimeError(str(self.comfy_dir)),
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):
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response, result = await self.inspect("image.jpg")
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self.assertEqual(response.status, 500)
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self.assertNotIn(str(self.comfy_dir), json.dumps(result))
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async def test_invalid_json_depth_and_saved_filename_collision_do_not_escape(self):
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path = png(self.output_dir / "image.png", prompt="[" * 2000)
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_, result = await self.inspect()
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self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
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self._link_image(path, "Saved first")
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other = self.comfy_dir / "input"
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other.mkdir()
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make_png(other / "image.png")
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self.api._get_all_output_dirs = lambda: [self.output_dir, other]
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with patch.object(
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self.api.db,
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"get_image_prompt_info",
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wraps=self.api.db.get_image_prompt_info,
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) as lookup:
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_, result = await self.inspect(root="1")
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lookup.assert_called_once_with(str(other / "image.png"), False)
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self.assertEqual(result["prompts"]["positive"]["status"], "absent")
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async def test_video_inspection_uses_bounded_container_evidence(self):
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import io
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from unittest.mock import MagicMock
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from utils.prompt_inspector import MAX_METADATA_BYTES
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(self.output_dir / "clip.mp4").write_bytes(b"video fixture")
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metadata = {"prompt": graph("Video portrait", "")}
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payload = json.dumps(
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{"format": {"tags": {"comment": json.dumps(metadata)}}}
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).encode()
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process = MagicMock()
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process.stdout = io.BytesIO(payload)
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process.poll.return_value = 0
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process.returncode = 0
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with (
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patch("utils.prompt_inspector.ffprobe_path", return_value="/tool/ffprobe"),
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patch(
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"utils.prompt_inspector.subprocess.Popen", return_value=process
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) as spawn,
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):
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response, result = await self.inspect("clip.mp4")
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self.assertEqual(response.status, 200)
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self.assertEqual(result["prompts"]["positive"], self.side("Video portrait"))
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self.assertEqual(result["prompts"]["negative"], self.side(""))
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self.assertTrue(process.stdout.closed)
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process.wait.assert_called()
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self.assertNotIn("shell", spawn.call_args.kwargs)
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self.assertIn(str(self.output_dir / "clip.mp4"), spawn.call_args.args[0])
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process.stdout = io.BytesIO(b"x" * (MAX_METADATA_BYTES + 1))
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with (
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patch("utils.prompt_inspector.ffprobe_path", return_value="/tool/ffprobe"),
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patch("utils.prompt_inspector.subprocess.Popen", return_value=process),
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):
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_, result = await self.inspect("clip.mp4")
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self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
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self.assertTrue(process.stdout.closed)
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async def test_video_missing_probe_and_timeout_preserve_uncertainty(self):
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import io
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from unittest.mock import MagicMock
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(self.output_dir / "clip.webm").write_bytes(b"fixture")
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with patch("utils.prompt_inspector.ffprobe_path", return_value=None):
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_, result = await self.inspect("clip.webm")
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self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
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process = MagicMock()
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process.stdout = io.BytesIO(b"")
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process.poll.return_value = None
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process.returncode = -9
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with (
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patch("utils.prompt_inspector.ffprobe_path", return_value="/tool/ffprobe"),
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patch("utils.prompt_inspector.subprocess.Popen", return_value=process),
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):
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_, result = await self.inspect("clip.webm")
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self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
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process.kill.assert_called_once()
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process.wait.assert_called()
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self.assertTrue(process.stdout.closed)
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async def test_video_description_execution_evidence_and_invalid_envelope(self):
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import io
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from unittest.mock import MagicMock
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path = self.output_dir / "clip.mp4"
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path.write_bytes(b"fixture")
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source = {
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"1": {
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"class_type": "PromptManagerPair",
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"inputs": {"text": "portrait", "negative_text": "bad"},
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},
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"3": {
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"class_type": "KSampler",
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|
"inputs": {"positive": ["1", 0], "negative": ["1", 1]},
|
|
},
|
|
}
|
|
evidence = {}
|
|
record_pair_execution(
|
|
evidence,
|
|
"1",
|
|
text="portrait",
|
|
negative_text="bad",
|
|
positive_text="portrait trigger",
|
|
negative_effective_text="bad",
|
|
)
|
|
for value in (
|
|
{
|
|
"format": {
|
|
"tags": {
|
|
"comment": "not-json",
|
|
"description": json.dumps({"prompt": source, **evidence}),
|
|
}
|
|
}
|
|
},
|
|
[],
|
|
{"format": {"tags": []}},
|
|
{"format": {"tags": {}}},
|
|
{
|
|
"format": {
|
|
"tags": {
|
|
"comment": json.dumps(
|
|
{"prompt": source, EXECUTION_KEY: "bad-json"}
|
|
)
|
|
}
|
|
}
|
|
},
|
|
):
|
|
process = MagicMock()
|
|
process.stdout = io.BytesIO(json.dumps(value).encode())
|
|
process.poll.return_value = 0
|
|
process.returncode = 0
|
|
with (
|
|
patch(
|
|
"utils.prompt_inspector.ffprobe_path", return_value="/tool/ffprobe"
|
|
),
|
|
patch("utils.prompt_inspector.subprocess.Popen", return_value=process),
|
|
):
|
|
_, result = await self.inspect("clip.mp4")
|
|
positive = result["prompts"]["positive"]
|
|
if (
|
|
isinstance(value, list)
|
|
or not isinstance(value["format"]["tags"], dict)
|
|
or "bad-json" in json.dumps(value)
|
|
):
|
|
self.assertEqual(positive["status"], "unresolved")
|
|
elif not value["format"]["tags"]:
|
|
self.assertEqual(positive["status"], "absent")
|
|
else:
|
|
self.assertEqual(positive, self.side("portrait trigger", "execution"))
|
|
|
|
async def test_large_sparse_pixels_are_skipped_and_chunk_count_is_bounded(self):
|
|
import struct
|
|
import zlib
|
|
from utils.prompt_inspector import read_inspection_metadata, MetadataReadError
|
|
|
|
path = self.output_dir / "large.png"
|
|
header = struct.pack(">IIBBBBB", 1024, 1024, 8, 2, 0, 0, 0)
|
|
|
|
def chunk(kind, data):
|
|
return (
|
|
struct.pack(">I", len(data))
|
|
+ kind
|
|
+ data
|
|
+ struct.pack(">I", zlib.crc32(kind + data))
|
|
)
|
|
|
|
with path.open("wb") as stream:
|
|
stream.write(b"\x89PNG\r\n\x1a\n" + chunk(b"IHDR", header))
|
|
stream.write(struct.pack(">I4s", 64 * 1024 * 1024, b"IDAT"))
|
|
stream.seek(64 * 1024 * 1024, 1)
|
|
stream.write(b"\0\0\0\0")
|
|
stream.write(chunk(b"tEXt", b"prompt\0" + json.dumps(graph()).encode()))
|
|
stream.write(chunk(b"IEND", b""))
|
|
original_open = type(path).open
|
|
reads = []
|
|
|
|
def tracked_open(item, *args, **kwargs):
|
|
stream = original_open(item, *args, **kwargs)
|
|
original_read = stream.read
|
|
|
|
def read(size=-1):
|
|
value = original_read(size)
|
|
reads.append(len(value))
|
|
return value
|
|
|
|
stream.read = read
|
|
return stream
|
|
|
|
with patch.object(type(path), "open", tracked_open):
|
|
metadata = read_inspection_metadata(path)
|
|
self.assertEqual(json.loads(metadata["prompt"]), graph())
|
|
self.assertLess(sum(reads), 4096)
|
|
with patch("utils.prompt_inspector.MAX_PNG_CHUNKS", 1):
|
|
with self.assertRaises(MetadataReadError):
|
|
read_inspection_metadata(path)
|
|
|
|
async def test_large_jpeg_uses_bounded_header_without_rejecting_valid_file(self):
|
|
from utils.prompt_inspector import MAX_HEADER_BYTES
|
|
|
|
path = self.output_dir / "large.jpg"
|
|
with Image.new("RGB", (4, 4)) as image:
|
|
image.save(path)
|
|
with path.open("ab") as stream:
|
|
stream.write(b"x" * (MAX_HEADER_BYTES + 1))
|
|
self._link_image(path, "Saved large JPEG")
|
|
with patch.object(Image.Image, "load", side_effect=AssertionError("pixels")):
|
|
_, result = await self.inspect("large.jpg")
|
|
self.assertEqual(
|
|
result["prompts"]["positive"],
|
|
{
|
|
"status": "unresolved",
|
|
"text": None,
|
|
"source": "saved-association",
|
|
"message": (
|
|
"A saved library association exists, but it cannot be "
|
|
"verified against this file."
|
|
),
|
|
},
|
|
)
|
|
|
|
async def test_invalid_or_execution_only_video_evidence_never_uses_saved_fallback(
|
|
self,
|
|
):
|
|
import io
|
|
from unittest.mock import MagicMock
|
|
|
|
path = self.output_dir / "clip.mp4"
|
|
path.write_bytes(b"fixture")
|
|
self._link_image(path, "Saved recipe must not replace unknown evidence")
|
|
for envelope in (
|
|
{"prompt": None},
|
|
{"parameters": None},
|
|
{EXECUTION_KEY: {"version": 1, "nodes": {}}},
|
|
):
|
|
process = MagicMock()
|
|
process.stdout = io.BytesIO(
|
|
json.dumps(
|
|
{
|
|
"format": {
|
|
"tags": {
|
|
"comment": json.dumps(envelope),
|
|
"description": json.dumps(
|
|
{"prompt": graph("Other comment")}
|
|
),
|
|
}
|
|
}
|
|
}
|
|
).encode()
|
|
)
|
|
process.poll.return_value = 0
|
|
process.returncode = 0
|
|
with (
|
|
patch(
|
|
"utils.prompt_inspector.ffprobe_path", return_value="/tool/ffprobe"
|
|
),
|
|
patch("utils.prompt_inspector.subprocess.Popen", return_value=process),
|
|
):
|
|
_, result = await self.inspect("clip.mp4")
|
|
self.assertEqual(result["prompts"]["positive"]["status"], "unresolved")
|
|
self.assertIsNone(result["prompts"]["positive"]["text"])
|
|
|
|
async def test_same_path_same_size_replacement_does_not_resolve_stale_saved_prompts(
|
|
self,
|
|
):
|
|
import io
|
|
|
|
metadata = {"prompt": graph("Original portrait", "Original negative")}
|
|
path = png(self.output_dir / "image.png", **metadata)
|
|
ingest_resolved_pair(
|
|
self.api.db, str(path), metadata, resolve_prompt_pair(metadata)
|
|
)
|
|
_, original = await self.inspect()
|
|
self.assertEqual(
|
|
original["prompts"]["positive"], self.side("Original portrait")
|
|
)
|
|
size = path.stat().st_size
|
|
replacement = io.BytesIO()
|
|
with Image.new("RGB", (4, 4), (0, 0, 255)) as image:
|
|
image.save(replacement, "PNG")
|
|
content = replacement.getvalue()
|
|
self.assertLessEqual(len(content), size)
|
|
path.write_bytes(content.ljust(size, b"\0"))
|
|
self.assertEqual(path.stat().st_size, size)
|
|
_, replaced = await self.inspect()
|
|
for record in replaced["prompts"].values():
|
|
self.assertEqual(record["status"], "unresolved")
|
|
self.assertIsNone(record["text"])
|
|
self.assertEqual(record["source"], "saved-association")
|
|
self.assertIn("cannot be verified", record["message"])
|
|
self.assertNotIn("Original portrait", json.dumps(replaced))
|