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use registry to hydrate
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parent
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4 changed files with 241 additions and 67 deletions
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@ -5,48 +5,155 @@
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# the root directory of this source tree.
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import os
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import asyncio
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import pytest
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from llama_stack.distribution.store import * # noqa: F403
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import pytest_asyncio
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from llama_stack.distribution.store import *
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from llama_stack.apis.memory_banks import VectorMemoryBankDef
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from llama_stack.apis.inference import ModelDefWithProvider
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from llama_stack.providers.utils.kvstore import kvstore_impl, SqliteKVStoreConfig
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from llama_stack.distribution.datatypes import * # noqa: F403
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from llama_stack.distribution.datatypes import *
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@pytest.mark.asyncio
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async def test_registry():
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@pytest.fixture
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def config():
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config = SqliteKVStoreConfig(db_path="/tmp/test_registry.db")
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# delete the file if it exists
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if os.path.exists(config.db_path):
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os.remove(config.db_path)
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return config
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@pytest_asyncio.fixture
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async def registry(config):
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registry = DiskDistributionRegistry(await kvstore_impl(config))
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bank = VectorMemoryBankDef(
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await registry.initialize()
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return registry
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@pytest_asyncio.fixture
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async def cached_registry(config):
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registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
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await registry.initialize()
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return registry
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@pytest.fixture
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def sample_bank():
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return VectorMemoryBankDef(
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identifier="test_bank",
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embedding_model="all-MiniLM-L6-v2",
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embedding_model="all-MiniLM-L6-v2",
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chunk_size_in_tokens=512,
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overlap_size_in_tokens=64,
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provider_id="bar",
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)
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model = ModelDefWithProvider(
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identifier="test_model",
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llama_model="Llama3.2-3B-Instruct",
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provider_id="foo",
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provider_id="test-provider"
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)
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await registry.register(bank)
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await registry.register(model)
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@pytest.fixture
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def sample_model():
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return ModelDefWithProvider(
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identifier="test_model",
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llama_model="Llama3.2-3B-Instruct",
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provider_id="test-provider"
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)
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@pytest.mark.asyncio
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async def test_registry_initialization(registry):
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# Test empty registry
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results = await registry.get("nonexistent")
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assert len(results) == 0
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@pytest.mark.asyncio
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async def test_basic_registration(registry, sample_bank, sample_model):
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print(f"Registering {sample_bank}")
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await registry.register(sample_bank)
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print(f"Registering {sample_model}")
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await registry.register(sample_model)
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print("Getting bank")
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results = await registry.get("test_bank")
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assert len(results) == 1
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result_bank = results[0]
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assert result_bank.identifier == bank.identifier
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assert result_bank.embedding_model == bank.embedding_model
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assert result_bank.chunk_size_in_tokens == bank.chunk_size_in_tokens
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assert result_bank.overlap_size_in_tokens == bank.overlap_size_in_tokens
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assert result_bank.provider_id == bank.provider_id
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assert result_bank.identifier == sample_bank.identifier
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assert result_bank.embedding_model == sample_bank.embedding_model
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assert result_bank.chunk_size_in_tokens == sample_bank.chunk_size_in_tokens
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assert result_bank.overlap_size_in_tokens == sample_bank.overlap_size_in_tokens
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assert result_bank.provider_id == sample_bank.provider_id
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results = await registry.get("test_model")
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assert len(results) == 1
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result_model = results[0]
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assert result_model.identifier == model.identifier
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assert result_model.llama_model == model.llama_model
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assert result_model.provider_id == model.provider_id
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assert result_model.identifier == sample_model.identifier
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assert result_model.llama_model == sample_model.llama_model
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assert result_model.provider_id == sample_model.provider_id
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@pytest.mark.asyncio
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async def test_cached_registry_initialization(config, sample_bank, sample_model):
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# First populate the disk registry
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disk_registry = DiskDistributionRegistry(await kvstore_impl(config))
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await disk_registry.initialize()
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await disk_registry.register(sample_bank)
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await disk_registry.register(sample_model)
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# Test cached version loads from disk
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cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
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await cached_registry.initialize()
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results = await cached_registry.get("test_bank")
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assert len(results) == 1
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result_bank = results[0]
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assert result_bank.identifier == sample_bank.identifier
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assert result_bank.embedding_model == sample_bank.embedding_model
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assert result_bank.chunk_size_in_tokens == sample_bank.chunk_size_in_tokens
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assert result_bank.overlap_size_in_tokens == sample_bank.overlap_size_in_tokens
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assert result_bank.provider_id == sample_bank.provider_id
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@pytest.mark.asyncio
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async def test_cached_registry_updates(config):
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cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
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await cached_registry.initialize()
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new_bank = VectorMemoryBankDef(
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identifier="test_bank_2",
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embedding_model="all-MiniLM-L6-v2",
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chunk_size_in_tokens=256,
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overlap_size_in_tokens=32,
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provider_id="baz",
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)
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await cached_registry.register(new_bank)
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# Verify in cache
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results = await cached_registry.get("test_bank_2")
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assert len(results) == 1
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result_bank = results[0]
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assert result_bank.identifier == new_bank.identifier
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assert result_bank.provider_id == new_bank.provider_id
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# Verify persisted to disk
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new_registry = DiskDistributionRegistry(await kvstore_impl(config))
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await new_registry.initialize()
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results = await new_registry.get("test_bank_2")
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assert len(results) == 1
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result_bank = results[0]
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assert result_bank.identifier == new_bank.identifier
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assert result_bank.provider_id == new_bank.provider_id
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@pytest.mark.asyncio
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async def test_duplicate_provider_registration(config):
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cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
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await cached_registry.initialize()
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original_bank = VectorMemoryBankDef(
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identifier="test_bank_2",
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embedding_model="all-MiniLM-L6-v2",
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chunk_size_in_tokens=256,
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overlap_size_in_tokens=32,
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provider_id="baz",
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)
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await cached_registry.register(original_bank)
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duplicate_bank = VectorMemoryBankDef(
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identifier="test_bank_2",
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embedding_model="different-model",
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chunk_size_in_tokens=128,
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overlap_size_in_tokens=16,
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provider_id="baz", # Same provider_id
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)
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await cached_registry.register(duplicate_bank)
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results = await cached_registry.get("test_bank_2")
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assert len(results) == 1 # Still only one result
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assert results[0].embedding_model == original_bank.embedding_model # Original values preserved
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