mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-06-28 02:53:30 +00:00
c9e5578151
See https://github.com/meta-llama/llama-stack/issues/827 for the broader design. This PR finishes off all the stragglers and migrates everything to the new naming.
206 lines
7 KiB
Python
206 lines
7 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
|
# All rights reserved.
|
|
#
|
|
# This source code is licensed under the terms described in the LICENSE file in
|
|
# the root directory of this source tree.
|
|
|
|
import os
|
|
|
|
import pytest
|
|
import pytest_asyncio
|
|
from llama_stack.apis.inference import Model
|
|
from llama_stack.apis.vector_dbs import VectorDB
|
|
|
|
from llama_stack.distribution.store.registry import (
|
|
CachedDiskDistributionRegistry,
|
|
DiskDistributionRegistry,
|
|
)
|
|
from llama_stack.providers.utils.kvstore import kvstore_impl
|
|
from llama_stack.providers.utils.kvstore.config import SqliteKVStoreConfig
|
|
|
|
|
|
@pytest.fixture
|
|
def config():
|
|
config = SqliteKVStoreConfig(db_path="/tmp/test_registry.db")
|
|
if os.path.exists(config.db_path):
|
|
os.remove(config.db_path)
|
|
return config
|
|
|
|
|
|
@pytest_asyncio.fixture(scope="function")
|
|
async def registry(config):
|
|
registry = DiskDistributionRegistry(await kvstore_impl(config))
|
|
await registry.initialize()
|
|
return registry
|
|
|
|
|
|
@pytest_asyncio.fixture(scope="function")
|
|
async def cached_registry(config):
|
|
registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
|
|
await registry.initialize()
|
|
return registry
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_vector_db():
|
|
return VectorDB(
|
|
identifier="test_vector_db",
|
|
embedding_model="all-MiniLM-L6-v2",
|
|
embedding_dimension=384,
|
|
provider_resource_id="test_vector_db",
|
|
provider_id="test-provider",
|
|
)
|
|
|
|
|
|
@pytest.fixture
|
|
def sample_model():
|
|
return Model(
|
|
identifier="test_model",
|
|
provider_resource_id="test_model",
|
|
provider_id="test-provider",
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_registry_initialization(registry):
|
|
# Test empty registry
|
|
result = await registry.get("nonexistent", "nonexistent")
|
|
assert result is None
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_basic_registration(registry, sample_vector_db, sample_model):
|
|
print(f"Registering {sample_vector_db}")
|
|
await registry.register(sample_vector_db)
|
|
print(f"Registering {sample_model}")
|
|
await registry.register(sample_model)
|
|
print("Getting vector_db")
|
|
result_vector_db = await registry.get("vector_db", "test_vector_db")
|
|
assert result_vector_db is not None
|
|
assert result_vector_db.identifier == sample_vector_db.identifier
|
|
assert result_vector_db.embedding_model == sample_vector_db.embedding_model
|
|
assert result_vector_db.provider_id == sample_vector_db.provider_id
|
|
|
|
result_model = await registry.get("model", "test_model")
|
|
assert result_model is not None
|
|
assert result_model.identifier == sample_model.identifier
|
|
assert result_model.provider_id == sample_model.provider_id
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_cached_registry_initialization(config, sample_vector_db, sample_model):
|
|
# First populate the disk registry
|
|
disk_registry = DiskDistributionRegistry(await kvstore_impl(config))
|
|
await disk_registry.initialize()
|
|
await disk_registry.register(sample_vector_db)
|
|
await disk_registry.register(sample_model)
|
|
|
|
# Test cached version loads from disk
|
|
cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
|
|
await cached_registry.initialize()
|
|
|
|
result_vector_db = await cached_registry.get("vector_db", "test_vector_db")
|
|
assert result_vector_db is not None
|
|
assert result_vector_db.identifier == sample_vector_db.identifier
|
|
assert result_vector_db.embedding_model == sample_vector_db.embedding_model
|
|
assert result_vector_db.embedding_dimension == sample_vector_db.embedding_dimension
|
|
assert result_vector_db.provider_id == sample_vector_db.provider_id
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_cached_registry_updates(config):
|
|
cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
|
|
await cached_registry.initialize()
|
|
|
|
new_vector_db = VectorDB(
|
|
identifier="test_vector_db_2",
|
|
embedding_model="all-MiniLM-L6-v2",
|
|
embedding_dimension=384,
|
|
provider_resource_id="test_vector_db_2",
|
|
provider_id="baz",
|
|
)
|
|
await cached_registry.register(new_vector_db)
|
|
|
|
# Verify in cache
|
|
result_vector_db = await cached_registry.get("vector_db", "test_vector_db_2")
|
|
assert result_vector_db is not None
|
|
assert result_vector_db.identifier == new_vector_db.identifier
|
|
assert result_vector_db.provider_id == new_vector_db.provider_id
|
|
|
|
# Verify persisted to disk
|
|
new_registry = DiskDistributionRegistry(await kvstore_impl(config))
|
|
await new_registry.initialize()
|
|
result_vector_db = await new_registry.get("vector_db", "test_vector_db_2")
|
|
assert result_vector_db is not None
|
|
assert result_vector_db.identifier == new_vector_db.identifier
|
|
assert result_vector_db.provider_id == new_vector_db.provider_id
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_duplicate_provider_registration(config):
|
|
cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
|
|
await cached_registry.initialize()
|
|
|
|
original_vector_db = VectorDB(
|
|
identifier="test_vector_db_2",
|
|
embedding_model="all-MiniLM-L6-v2",
|
|
embedding_dimension=384,
|
|
provider_resource_id="test_vector_db_2",
|
|
provider_id="baz",
|
|
)
|
|
await cached_registry.register(original_vector_db)
|
|
|
|
duplicate_vector_db = VectorDB(
|
|
identifier="test_vector_db_2",
|
|
embedding_model="different-model",
|
|
embedding_dimension=384,
|
|
provider_resource_id="test_vector_db_2",
|
|
provider_id="baz", # Same provider_id
|
|
)
|
|
await cached_registry.register(duplicate_vector_db)
|
|
|
|
result = await cached_registry.get("vector_db", "test_vector_db_2")
|
|
assert result is not None
|
|
assert (
|
|
result.embedding_model == original_vector_db.embedding_model
|
|
) # Original values preserved
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_get_all_objects(config):
|
|
cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
|
|
await cached_registry.initialize()
|
|
|
|
# Create multiple test banks
|
|
test_vector_dbs = [
|
|
VectorDB(
|
|
identifier=f"test_vector_db_{i}",
|
|
embedding_model="all-MiniLM-L6-v2",
|
|
embedding_dimension=384,
|
|
provider_resource_id=f"test_vector_db_{i}",
|
|
provider_id=f"provider_{i}",
|
|
)
|
|
for i in range(3)
|
|
]
|
|
|
|
# Register all vector_dbs
|
|
for vector_db in test_vector_dbs:
|
|
await cached_registry.register(vector_db)
|
|
|
|
# Test get_all retrieval
|
|
all_results = await cached_registry.get_all()
|
|
assert len(all_results) == 3
|
|
|
|
# Verify each vector_db was stored correctly
|
|
for original_vector_db in test_vector_dbs:
|
|
matching_vector_dbs = [
|
|
v for v in all_results if v.identifier == original_vector_db.identifier
|
|
]
|
|
assert len(matching_vector_dbs) == 1
|
|
stored_vector_db = matching_vector_dbs[0]
|
|
assert stored_vector_db.embedding_model == original_vector_db.embedding_model
|
|
assert stored_vector_db.provider_id == original_vector_db.provider_id
|
|
assert (
|
|
stored_vector_db.embedding_dimension
|
|
== original_vector_db.embedding_dimension
|
|
)
|