diff --git a/.env.example b/.env.example index 8e5392a0d..e0cfd5c05 100644 --- a/.env.example +++ b/.env.example @@ -61,6 +61,7 @@ LITELLM_REDIS_PASSWORD= # INTEGRATION_SERVICE_URL=http://integrations:8000 # USE_BLOB_STORE_FOR_TEMPORAL=false # BLOB_STORE_CUTOFF_KB=1024 +# BLOB_STORE_BUCKET=agents-api # Memory Store # ----------- diff --git a/agents-api/agents_api/clients/s3.py b/agents-api/agents_api/clients/s3.py new file mode 100644 index 000000000..8ed22b473 --- /dev/null +++ b/agents-api/agents_api/clients/s3.py @@ -0,0 +1,89 @@ +from functools import cache, lru_cache + +from beartype import beartype +import boto3 +import botocore +from xxhash import xxh3_64_hexdigest as xxhash_key + +from ..env import ( + s3_access_key, + s3_endpoint, + s3_secret_key, + blob_store_bucket, + blob_store_cutoff_kb, +) + + +@cache +def get_s3_client(): + return boto3.client( + "s3", + endpoint_url=s3_endpoint, + aws_access_key_id=s3_access_key, + aws_secret_access_key=s3_secret_key, + ) + + +def list_buckets() -> list[str]: + client = get_s3_client() + data = client.list_buckets() + buckets = [bucket["Name"] for bucket in data["Buckets"]] + + return buckets + + +@cache +def setup(): + client = get_s3_client() + if blob_store_bucket not in list_buckets(): + client.create_bucket(Bucket=blob_store_bucket) + + +@lru_cache(maxsize=10_000) +def exists(key: str) -> bool: + client = get_s3_client() + + try: + client.head_object(Bucket=blob_store_bucket, Key=key) + return True + + except botocore.exceptions.ClientError as e: + if e.response["Error"]["Code"] == "404": + return False + else: + raise e + + +@beartype +def add_object(key: str, body: bytes, replace: bool = False) -> None: + client = get_s3_client() + + if replace: + client.put_object(Bucket=blob_store_bucket, Key=key, Body=body) + return + + if exists(key): + return + + client.put_object(Bucket=blob_store_bucket, Key=key, Body=body) + + +@lru_cache(maxsize=256 * 1024 // blob_store_cutoff_kb) # 256mb in cache +@beartype +def get_object(key: str) -> bytes: + client = get_s3_client() + return client.get_object(Bucket=blob_store_bucket, Key=key)["Body"].read() + + +@beartype +def delete_object(key: str) -> None: + client = get_s3_client() + client.delete_object(Bucket=blob_store_bucket, Key=key) + + +@beartype +def add_object_with_hash(body: bytes, replace: bool = False) -> str: + key = xxhash_key(body) + add_object(key, body, replace=replace) + + return key diff --git a/agents-api/agents_api/env.py b/agents-api/agents_api/env.py index 2b016fd40..7abb2384d 100644 --- a/agents-api/agents_api/env.py +++ b/agents-api/agents_api/env.py @@ -25,6 +25,14 @@ # ----- task_max_parallelism: int = env.int("AGENTS_API_TASK_MAX_PARALLELISM", default=100) +# Blob Store +# ---------- +use_blob_store_for_temporal: bool = env.bool("USE_BLOB_STORE_FOR_TEMPORAL", default=False) +blob_store_bucket: str = env.str("BLOB_STORE_BUCKET", default="agents-api") +blob_store_cutoff_kb: int = env.int("BLOB_STORE_CUTOFF_KB", default=1024) +s3_endpoint: str = env.str("S3_ENDPOINT", default="http://seaweedfs:8333") +s3_access_key: str | None = env.str("S3_ACCESS_KEY", default=None) +s3_secret_key: str | None = env.str("S3_SECRET_KEY", default=None) # Debug # ----- diff --git a/agents-api/agents_api/worker/codec.py b/agents-api/agents_api/worker/codec.py index 611d7b8f1..7e790721a 100644 --- a/agents-api/agents_api/worker/codec.py +++ b/agents-api/agents_api/worker/codec.py @@ -22,13 +22,41 @@ EncodingPayloadConverter, ) +from ..clients import s3 +from ..env import use_blob_store_for_temporal, blob_store_cutoff_kb + + +if use_blob_store_for_temporal: + s3.setup() + + +@dataclasses.dataclass +class RemoteObject: + key: str + def serialize(x: Any) -> bytes: - return compress(pickle.dumps(x, protocol=pickle.HIGHEST_PROTOCOL)) + data = compress(pickle.dumps(x, protocol=pickle.HIGHEST_PROTOCOL)) + data_size = sys.getsizeof(data) + + if use_blob_store_for_temporal and data_size > blob_store_cutoff_kb * 1024: + print("-" * 100) + print("YAYAYAYA: Using blob store for temporal") + print("-" * 100) + + key = s3.add_object_with_hash(data) + return serialize(RemoteObject(key=key)) + + return data def deserialize(b: bytes) -> Any: - return pickle.loads(decompress(b)) + object = pickle.loads(decompress(b)) + + if isinstance(object, RemoteObject): + return deserialize(s3.get_object(object.key)) + + return object def from_payload_data(data: bytes, type_hint: Optional[Type] = None) -> Any: diff --git a/agents-api/docker-compose.yml b/agents-api/docker-compose.yml index d385db0a8..d1a43d64a 100644 --- a/agents-api/docker-compose.yml +++ b/agents-api/docker-compose.yml @@ -22,6 +22,12 @@ x--shared-environment: &shared-environment TEMPORAL_WORKER_URL: ${TEMPORAL_WORKER_URL:-temporal:7233} TRUNCATE_EMBED_TEXT: ${TRUNCATE_EMBED_TEXT:-True} WORKER_URL: ${WORKER_URL:-temporal:7233} + USE_BLOB_STORE_FOR_TEMPORAL: ${USE_BLOB_STORE_FOR_TEMPORAL:-false} + BLOB_STORE_CUTOFF_KB: ${BLOB_STORE_CUTOFF_KB:-1024} + BLOB_STORE_BUCKET: ${BLOB_STORE_BUCKET:-agents-api} + S3_ENDPOINT: ${S3_ENDPOINT:-http://seaweedfs:8333} + S3_ACCESS_KEY: ${S3_ACCESS_KEY} + S3_SECRET_KEY: ${S3_SECRET_KEY} x--base-agents-api: &base-agents-api image: julepai/agents-api:${TAG:-dev} diff --git a/agents-api/poetry.lock b/agents-api/poetry.lock index 3c071ae9d..5abe480d1 100644 --- a/agents-api/poetry.lock +++ b/agents-api/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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