from chromadb.api.client import Client from chromadb.config import System from chromadb.test.property import invariants def test_log_purge(sqlite_persistent: System) -> None: client = Client.from_system(sqlite_persistent) first_collection = client.create_collection( "first_collection", metadata={"hnsw:sync_threshold": 10, "hnsw:batch_size": 10} ) second_collection = client.create_collection( "second_collection", metadata={"hnsw:sync_threshold": 10, "hnsw:batch_size": 10} ) collections = [first_collection, second_collection] # (Does not trigger a purge) for i in range(5): first_collection.add(ids=str(i), embeddings=[i, i]) # (Should trigger a purge) for i in range(100): second_collection.add(ids=str(i), embeddings=[i, i]) # The purge of the second collection should not be blocked by the first invariants.log_size_below_max(client._system, collections, True) def test_log_purge_with_multiple_collections(sqlite_persistent: System) -> None: client = Client.from_system(sqlite_persistent) first_collection = client.create_collection( "first_collection", metadata={"hnsw:sync_threshold": 10, "hnsw:batch_size": 10} ) second_collection = client.create_collection( "second_collection", metadata={"hnsw:sync_threshold": 10, "hnsw:batch_size": 10} ) collections = [first_collection, second_collection] # (Does not trigger a purge) for i in range(15): first_collection.add(ids=str(i), embeddings=[i, i]) # (Should trigger a purge) for i in range(25): second_collection.add(ids=str(i), embeddings=[i, i]) invariants.log_size_for_collections_match_expected( client._system, collections, True )