74 lines
2.2 KiB
Python
74 lines
2.2 KiB
Python
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from concurrent.futures import ThreadPoolExecutor
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import uuid
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from chromadb.api import ClientAPI
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from chromadb.errors import ChromaError, UniqueConstraintError
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def test_duplicate_collection_create(
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client: ClientAPI,
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) -> None:
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client.reset()
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client.create_collection(
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name="test",
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metadata={"hnsw:construction_ef": 128, "hnsw:search_ef": 128, "hnsw:M": 128},
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)
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try:
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client.create_collection(
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name="test",
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metadata={
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"hnsw:construction_ef": 128,
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"hnsw:search_ef": 128,
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"hnsw:M": 128,
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},
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)
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assert False, "Expected exception"
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except Exception as e:
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print("Collection creation failed as expected with error ", e)
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assert "already exists" in e.args[0] or isinstance(e, UniqueConstraintError)
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def test_not_existing_collection_delete(
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client: ClientAPI,
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) -> None:
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try:
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client.delete_collection(
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name="test101",
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)
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assert False, "Expected exception"
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except Exception as e:
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print("Collection deletion failed as expected with error ", e)
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assert "does not exist" in e.args[0]
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def test_multithreaded_get_or_create(client: ClientAPI) -> None:
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N_THREADS = 50
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new_name = str(uuid.uuid4())
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def create_maybe_delete_collection(i: int) -> None:
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try:
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coll = client.get_or_create_collection(new_name)
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assert coll.name == new_name
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except ChromaError as e:
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if "concurrent" not in e.message():
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raise e
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try:
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if i % 2 == 0:
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client.delete_collection(new_name)
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except ChromaError as e:
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if "does not exist" not in e.message():
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raise e
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# Stress to trigger a potential race condition
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with ThreadPoolExecutor(max_workers=N_THREADS) as executor:
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futures = [
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executor.submit(create_maybe_delete_collection, i) for i in range(N_THREADS)
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]
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for future in futures:
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try:
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future.result()
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except Exception as e:
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assert False, f"Thread raised an exception: {e}"
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