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feat: support postgresql inference store (#2310)
# What does this PR do? * Added support postgresql inference store * Added 'oracle' template that demos how to config postgresql stores (except for telemetry, which is not supported currently) ## Test Plan llama stack build --template oracle --image-type conda --run LLAMA_STACK_CONFIG=http://localhost:8321 pytest -s -v tests/integration/ --text-model accounts/fireworks/models/llama-v3p3-70b-instruct -k 'inference_store'
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32 changed files with 516 additions and 53 deletions
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@ -5,6 +5,7 @@
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# the root directory of this source tree.
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from abc import abstractmethod
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from enum import Enum
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from pathlib import Path
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from typing import Annotated, Literal
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@ -21,7 +22,18 @@ class SqlStoreType(Enum):
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postgres = "postgres"
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class SqliteSqlStoreConfig(BaseModel):
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class SqlAlchemySqlStoreConfig(BaseModel):
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@property
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@abstractmethod
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def engine_str(self) -> str: ...
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# TODO: move this when we have a better way to specify dependencies with internal APIs
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@property
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def pip_packages(self) -> list[str]:
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return ["sqlalchemy[asyncio]"]
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class SqliteSqlStoreConfig(SqlAlchemySqlStoreConfig):
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type: Literal["sqlite"] = SqlStoreType.sqlite.value
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db_path: str = Field(
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default=(RUNTIME_BASE_DIR / "sqlstore.db").as_posix(),
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@ -39,18 +51,26 @@ class SqliteSqlStoreConfig(BaseModel):
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db_path="${env.SQLITE_STORE_DIR:" + __distro_dir__ + "}/" + db_name,
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)
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# TODO: move this when we have a better way to specify dependencies with internal APIs
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@property
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def pip_packages(self) -> list[str]:
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return ["sqlalchemy[asyncio]"]
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return super().pip_packages + ["aiosqlite"]
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class PostgresSqlStoreConfig(BaseModel):
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class PostgresSqlStoreConfig(SqlAlchemySqlStoreConfig):
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type: Literal["postgres"] = SqlStoreType.postgres.value
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host: str = "localhost"
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port: str = "5432"
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db: str = "llamastack"
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user: str
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password: str | None = None
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@property
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def engine_str(self) -> str:
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return f"postgresql+asyncpg://{self.user}:{self.password}@{self.host}:{self.port}/{self.db}"
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@property
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def pip_packages(self) -> list[str]:
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raise NotImplementedError("Postgres is not implemented yet")
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return super().pip_packages + ["asyncpg"]
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SqlStoreConfig = Annotated[
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@ -60,12 +80,10 @@ SqlStoreConfig = Annotated[
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def sqlstore_impl(config: SqlStoreConfig) -> SqlStore:
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if config.type == SqlStoreType.sqlite.value:
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from .sqlite.sqlite import SqliteSqlStoreImpl
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if config.type in [SqlStoreType.sqlite.value, SqlStoreType.postgres.value]:
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from .sqlalchemy_sqlstore import SqlAlchemySqlStoreImpl
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impl = SqliteSqlStoreImpl(config)
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elif config.type == SqlStoreType.postgres.value:
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raise NotImplementedError("Postgres is not implemented yet")
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impl = SqlAlchemySqlStoreImpl(config)
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else:
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raise ValueError(f"Unknown sqlstore type {config.type}")
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