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Added support for mongoDB KV store
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parent
b1a63df8cd
commit
23df7db896
4 changed files with 129 additions and 7 deletions
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@ -17,7 +17,8 @@ from llama_stack.distribution.utils.config_dirs import RUNTIME_BASE_DIR
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class KVStoreType(Enum):
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redis = "redis"
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sqlite = "sqlite"
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postgres = "postgres"
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postgres = "postgres",
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mongodb = "mongodb"
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class CommonConfig(BaseModel):
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@ -55,15 +56,15 @@ class SqliteKVStoreConfig(CommonConfig):
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@classmethod
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def sample_run_config(
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cls, __distro_dir__: str = "runtime", db_name: str = "kvstore.db"
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cls, __distro_dir__: str = "runtime", db_name: str = "kvstore.db"
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):
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return {
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"type": "sqlite",
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"namespace": None,
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"db_path": "${env.SQLITE_STORE_DIR:~/.llama/"
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+ __distro_dir__
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+ "}/"
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+ db_name,
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+ __distro_dir__
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+ "}/"
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+ db_name,
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}
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@ -106,7 +107,30 @@ class PostgresKVStoreConfig(CommonConfig):
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return v
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class MongoDBKVStoreConfig(CommonConfig):
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type: Literal[KVStoreType.mongodb.value] = KVStoreType.mongodb.value
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host: str = "localhost"
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port: int = 5432
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db: str = "llamastack"
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user: str = None
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password: Optional[str] = None
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collection_name: str = "llamastack_kvstore"
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@classmethod
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def sample_run_config(cls, collection_name: str = "llamastack_kvstore"):
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return {
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"type": "mongodb",
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"namespace": None,
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"host": "${env.MONGODB_HOST:localhost}",
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"port": "${env.MONGODB_PORT:5432}",
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"db": "${env.MONGODB_DB}",
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"user": "${env.MONGODB_USER}",
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"password": "${env.MONGODB_PASSWORD}",
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"table_name": "${env.MONGODB_COLLECTION_NAME:" + collection_name + "}",
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}
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KVStoreConfig = Annotated[
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Union[RedisKVStoreConfig, SqliteKVStoreConfig, PostgresKVStoreConfig],
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Union[RedisKVStoreConfig, SqliteKVStoreConfig, PostgresKVStoreConfig, MongoDBKVStoreConfig],
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Field(discriminator="type", default=KVStoreType.sqlite.value),
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]
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@ -9,7 +9,7 @@ from .config import * # noqa: F403
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def kvstore_dependencies():
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return ["aiosqlite", "psycopg2-binary", "redis"]
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return ["aiosqlite", "psycopg2-binary", "redis", "pymongo"]
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class InmemoryKVStoreImpl(KVStore):
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@ -46,6 +46,10 @@ async def kvstore_impl(config: KVStoreConfig) -> KVStore:
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from .postgres import PostgresKVStoreImpl
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impl = PostgresKVStoreImpl(config)
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elif config.type == KVStoreType.mongodb.value:
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from .mongodb import MongoDBKVStoreImpl
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impl = MongoDBKVStoreImpl(config)
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else:
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raise ValueError(f"Unknown kvstore type {config.type}")
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7
llama_stack/providers/utils/kvstore/mongodb/__init__.py
Normal file
7
llama_stack/providers/utils/kvstore/mongodb/__init__.py
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@ -0,0 +1,7 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from .mongodb import MongoDBKVStoreImpl
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87
llama_stack/providers/utils/kvstore/mongodb/mongodb.py
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87
llama_stack/providers/utils/kvstore/mongodb/mongodb.py
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@ -0,0 +1,87 @@
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import datetime
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import logging
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from datetime import datetime
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from typing import Optional, List
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from pymongo import MongoClient
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from pymongo.errors import ConfigurationError
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from llama_stack.providers.utils.kvstore import KVStore, MongoDBKVStoreConfig
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log = logging.getLogger(__name__)
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class MongoDBKVStoreImpl(KVStore):
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def __init__(self, config: MongoDBKVStoreConfig):
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self.config = config
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self.conn = None
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self.collection = None
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async def initialize(self) -> None:
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try:
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conn_creds = {
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"host": self.config.host,
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"port": self.config.port,
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"username": self.config.user,
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"password": self.config.password,
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}
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conn_creds = {k: v for k, v in conn_creds if v is not None}
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try:
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self.conn = MongoClient(**conn_creds)
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self.collection = self.conn[self.config.db]
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except (ConnectionError, ConfigurationError) as e:
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raise Exception(f"Failed to connect to MongoDB: {e}")
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except Exception as e:
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log.exception("Could not connect to MongoDB database server")
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raise RuntimeError("Could not connect to MongoDB database server") from e
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def _namespaced_key(self, key: str) -> str:
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if not self.config.namespace:
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return key
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return f"{self.config.namespace}:{key}"
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async def set(
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self, key: str, value: str, expiration: Optional[datetime] = None
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) -> None:
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key = self._namespaced_key(key)
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update_query = {
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"$set": {
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"value": value,
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"expiration": expiration
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}
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}
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self.collection.update_one(
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{"key": key},
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update_query,
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upsert=True
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)
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async def get(self, key: str) -> Optional[str]:
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key = self._namespaced_key(key)
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query = {
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"key": key,
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"$or": [
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{"expiration": {"$exists": False}},
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{"expiration": {"$gt": datetime.now(datetime.UTC)}},
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],
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}
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result = self.collection.find_one(query, {"value": 1, "_id": 0})
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return result["value"] if result else None
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async def delete(self, key: str) -> None:
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key = self._namespaced_key(key)
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self.collection.delete_one({"key": key})
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async def range(self, start_key: str, end_key: str) -> List[str]:
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start_key = self._namespaced_key(start_key)
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end_key = self._namespaced_key(end_key)
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query = {
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"key": {"$gte": start_key, "$lt": end_key},
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"$or": [
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{"expiration": {"$exists": False}},
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{"expiration": {"$gt": datetime.now(datetime.UTC)}},
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],
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}
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cursor = self.collection.find(query, {"value": 1, "_id": 0}).sort("key", 1)
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return [doc["value"] for doc in cursor]
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