"""Image linking picks the positive prompt, preferring the image's own metadata.""" import os import sys import tempfile import unittest import unittest.mock as mock sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) from database.operations import PromptDatabase from utils.hashing import generate_prompt_hash from utils.image_monitor import ImageGenerationHandler from utils.prompt_tracker import PromptTracker LOADER = { "class_type": "CheckpointLoaderSimple", "inputs": {"ckpt_name": "m.safetensors"}, } def graph(positive_text="a cat", negative_text="blurry"): # Negative listed first: dict order must not decide which prompt an image gets return { "176": {"class_type": "PromptManager", "inputs": {"text": negative_text}}, "134": {"class_type": "PromptManager", "inputs": {"text": positive_text}}, "5": { "class_type": "KSampler", "inputs": { "positive": ["134", 0], "negative": ["176", 0], "model": ["20", 0], }, }, "20": LOADER, } class LinkingTestCase(unittest.TestCase): def setUp(self): fd, self.db_path = tempfile.mkstemp(suffix=".db") os.close(fd) fd, self.image = tempfile.mkstemp(suffix=".png") os.close(fd) self.db = PromptDatabase(self.db_path) self.tracker = PromptTracker(self.db) self.handler = ImageGenerationHandler(self.db, self.tracker) self.linked = [] self.handler.link_image_to_prompt = ( lambda path, prompt, meta: self.linked.append(prompt["id"]) ) def tearDown(self): for path in ( self.image, self.db_path, self.db_path + "-wal", self.db_path + "-shm", ): if os.path.exists(path): os.unlink(path) def _save(self, text): return self.db.save_prompt(text=text, prompt_hash=generate_prompt_hash(text)) def _process(self, metadata): with mock.patch.object( self.handler.metadata_extractor, "extract_metadata", return_value=metadata ): self.handler.process_new_image(self.image) return self.linked[-1] if self.linked else None class TestMetadataLinking(LinkingTestCase): def test_links_the_positive_prompt_not_the_first_prompt_manager_node(self): positive = self._save("a cat") self._save("blurry") self.assertEqual(self._process({"prompt": graph()}), positive) def test_image_metadata_wins_over_a_stale_queue_entry(self): positive = self._save("a cat") stale = self._save("previous run") self.tracker.set_current_prompt("previous run", {"prompt_id": stale}) self.assertEqual(self._process({"prompt": graph()}), positive) self.assertEqual( self.tracker.pop_next_prompt()["id"], stale, "queue left intact" ) def test_text_from_a_known_string_node_links_from_metadata(self): positive = self._save("a cat") linked_graph = graph() linked_graph["134"]["inputs"]["text"] = ["8", 0] linked_graph["8"] = { "class_type": "PrimitiveString", "inputs": {"value": "a cat"}, } self.assertEqual(self._process({"prompt": linked_graph}), positive) def test_batch_items_with_linked_text_use_the_queue(self): first, second = self._save("item one"), self._save("item two") batch_graph = graph() batch_graph["134"]["inputs"]["text"] = ["7", 0] batch_graph["7"] = {"class_type": "PromptSearchList", "inputs": {}} self.tracker.set_current_prompt("item one", {"prompt_id": first}) self.tracker.set_current_prompt("item two", {"prompt_id": second}) self.assertEqual(self._process({"prompt": batch_graph}), first) self.assertEqual(self._process({"prompt": batch_graph}), second) def test_api_graph_present_skips_the_role_unaware_workflow_fallback(self): negative = self._save("blurry") batch_graph = graph() batch_graph["134"]["inputs"]["text"] = ["7", 0] metadata = { "prompt": batch_graph, "text_encoder_nodes": [ {"type": "PromptManager", "inputs": [], "widgets_values": ["blurry"]} ], } self.assertIsNone(self.handler._find_prompt_from_metadata(metadata)) self.assertNotEqual(self._process(metadata), negative) def test_workflow_fallback_still_used_without_an_api_graph(self): positive = self._save("from workflow only") metadata = { "text_encoder_nodes": [ { "type": "PromptManager", "inputs": [], "widgets_values": ["from workflow only"], } ] } self.assertEqual( self.handler._find_prompt_from_metadata(metadata)["id"], positive ) if __name__ == "__main__": unittest.main()