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This commit is contained in:
wehub-resource-sync
2026-07-13 13:39:25 +08:00
commit db620d33df
5151 changed files with 925932 additions and 0 deletions
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# Copyright (c) Microsoft. All rights reserved.
import importlib.metadata
from ._checkpoint_storage import CosmosCheckpointStorage
from ._history_provider import CosmosHistoryProvider
try:
__version__ = importlib.metadata.version(__name__)
except importlib.metadata.PackageNotFoundError:
__version__ = "0.0.0" # Fallback for development mode
__all__ = [
"CosmosCheckpointStorage",
"CosmosHistoryProvider",
"__version__",
]
@@ -0,0 +1,456 @@
# Copyright (c) Microsoft. All rights reserved.
"""Azure Cosmos DB checkpoint storage for workflow checkpointing."""
from __future__ import annotations
import logging
from typing import Any, TypedDict
from agent_framework._settings import SecretString, load_settings
from agent_framework._telemetry import get_user_agent
from agent_framework._workflows._checkpoint import CheckpointID, WorkflowCheckpoint
from agent_framework._workflows._checkpoint_encoding import decode_checkpoint_value, encode_checkpoint_value
from agent_framework.exceptions import WorkflowCheckpointException
from azure.core.credentials import TokenCredential
from azure.core.credentials_async import AsyncTokenCredential
from azure.cosmos import PartitionKey
from azure.cosmos.aio import ContainerProxy, CosmosClient
from azure.cosmos.exceptions import CosmosResourceNotFoundError
AzureCredentialTypes = TokenCredential | AsyncTokenCredential
logger = logging.getLogger(__name__)
class AzureCosmosCheckpointSettings(TypedDict, total=False):
"""Settings for CosmosCheckpointStorage resolved from args and environment."""
endpoint: str | None
database_name: str | None
container_name: str | None
key: SecretString | None
class CosmosCheckpointStorage:
"""Azure Cosmos DB-backed checkpoint storage for workflow checkpointing.
Implements the ``CheckpointStorage`` protocol using Azure Cosmos DB NoSQL
as the persistent backend. Checkpoints are stored as JSON documents with
``workflow_name`` as the partition key, enabling efficient per-workflow queries.
This storage uses the same hybrid JSON + pickle encoding as
``FileCheckpointStorage``, allowing full Python object fidelity for
complex workflow state while keeping the document structure human-readable.
Security warning: checkpoints use pickle for non-JSON-native values. Loading
checkpoints from untrusted sources is unsafe and can execute arbitrary code
during deserialization. The built-in deserialization restrictions reduce risk,
but they do not make untrusted checkpoints safe to load. Extending
``allowed_checkpoint_types`` may further increase risk and should only be done
for trusted application types.
By default, checkpoint deserialization is restricted to a built-in set of safe
Python types (primitives, datetime, uuid, ...) and all ``agent_framework``
internal types. To allow additional application-specific types, pass them via
the ``allowed_checkpoint_types`` parameter using ``"module:qualname"`` format.
Example:
.. code-block:: python
from azure.identity.aio import DefaultAzureCredential
from agent_framework_azure_cosmos import CosmosCheckpointStorage
storage = CosmosCheckpointStorage(
endpoint="https://my-account.documents.azure.com:443/",
credential=DefaultAzureCredential(),
database_name="agent-db",
container_name="checkpoints",
allowed_checkpoint_types=[
"my_app.models:MyState",
],
)
The database and container are created automatically on first use
if they do not already exist. The container uses partition key
``/workflow_name``.
Example using managed identity / RBAC:
.. code-block:: python
from azure.identity.aio import DefaultAzureCredential
from agent_framework_azure_cosmos import CosmosCheckpointStorage
storage = CosmosCheckpointStorage(
endpoint="https://my-account.documents.azure.com:443/",
credential=DefaultAzureCredential(),
database_name="agent-db",
container_name="checkpoints",
)
Example using account key:
.. code-block:: python
storage = CosmosCheckpointStorage(
endpoint="https://my-account.documents.azure.com:443/",
credential="my-account-key",
database_name="agent-db",
container_name="checkpoints",
)
Then use with a workflow builder:
.. code-block:: python
workflow = WorkflowBuilder(
start_executor=start,
checkpoint_storage=storage,
).build()
"""
def __init__(
self,
*,
endpoint: str | None = None,
database_name: str | None = None,
container_name: str | None = None,
credential: str | AzureCredentialTypes | None = None,
cosmos_client: CosmosClient | None = None,
container_client: ContainerProxy | None = None,
env_file_path: str | None = None,
env_file_encoding: str | None = None,
allowed_checkpoint_types: list[str] | None = None,
) -> None:
"""Initialize the Azure Cosmos DB checkpoint storage.
Supports multiple authentication modes:
- **Container client** (``container_client``): Use a pre-created
Cosmos async container proxy. No client lifecycle is managed.
- **Cosmos client** (``cosmos_client``): Use a pre-created Cosmos
async client. The caller is responsible for closing it.
- **Endpoint + credential**: Create a new Cosmos client. The storage
owns the client and closes it on ``close()``.
- **Environment variables**: Falls back to ``AZURE_COSMOS_ENDPOINT``,
``AZURE_COSMOS_DATABASE_NAME``, ``AZURE_COSMOS_CONTAINER_NAME``,
and ``AZURE_COSMOS_KEY``.
Args:
endpoint: Cosmos DB account endpoint.
Can be set via ``AZURE_COSMOS_ENDPOINT``.
database_name: Cosmos DB database name.
Can be set via ``AZURE_COSMOS_DATABASE_NAME``.
container_name: Cosmos DB container name.
Can be set via ``AZURE_COSMOS_CONTAINER_NAME``.
credential: Credential to authenticate with Cosmos DB.
For **managed identity / RBAC**, pass an Azure credential object
such as ``DefaultAzureCredential()`` or
``ManagedIdentityCredential()``.
For **key-based auth**, pass the account key as a string,
or set ``AZURE_COSMOS_KEY`` in the environment.
cosmos_client: Pre-created Cosmos async client.
container_client: Pre-created Cosmos container client.
env_file_path: Path to environment file for loading settings.
env_file_encoding: Encoding of the environment file.
allowed_checkpoint_types: Additional types (beyond the built-in safe set
and framework types) that are permitted during checkpoint
deserialization. Each entry should be a ``"module:qualname"``
string (e.g., ``"my_app.models:MyState"``).
"""
self._cosmos_client: CosmosClient | None = cosmos_client
self._container_proxy: ContainerProxy | None = container_client
self._owns_client = False
self._allowed_types: frozenset[str] = frozenset(allowed_checkpoint_types or [])
if self._container_proxy is not None:
self.database_name: str = database_name or ""
self.container_name: str = container_name or ""
return
required_fields: list[str] = ["database_name", "container_name"]
if cosmos_client is None:
required_fields.append("endpoint")
if credential is None:
required_fields.append("key")
settings = load_settings(
AzureCosmosCheckpointSettings,
env_prefix="AZURE_COSMOS_",
required_fields=required_fields,
endpoint=endpoint,
database_name=database_name,
container_name=container_name,
key=credential if isinstance(credential, str) else None,
env_file_path=env_file_path,
env_file_encoding=env_file_encoding,
)
self.database_name = settings["database_name"] # type: ignore[assignment]
self.container_name = settings["container_name"] # type: ignore[assignment]
if self._cosmos_client is None:
self._cosmos_client = CosmosClient(
url=settings["endpoint"], # type: ignore[arg-type]
credential=credential or settings["key"].get_secret_value(), # type: ignore[arg-type,union-attr]
user_agent_suffix=get_user_agent(),
)
self._owns_client = True
async def save(self, checkpoint: WorkflowCheckpoint) -> CheckpointID:
"""Save a checkpoint to Cosmos DB and return its ID.
The checkpoint is encoded to a JSON-compatible form (using pickle for
non-JSON-native values) and stored as a Cosmos DB document with the
``workflow_name`` as the partition key.
The document ``id`` is a composite of ``workflow_name`` and
``checkpoint_id`` to ensure global uniqueness across partitions.
Args:
checkpoint: The WorkflowCheckpoint object to save.
Returns:
The unique ID of the saved checkpoint.
"""
await self._ensure_container_proxy()
checkpoint_dict = checkpoint.to_dict()
encoded = encode_checkpoint_value(checkpoint_dict)
document: dict[str, Any] = {
"id": self._make_document_id(checkpoint.workflow_name, checkpoint.checkpoint_id),
"workflow_name": checkpoint.workflow_name,
**encoded,
}
await self._container_proxy.upsert_item(body=document) # type: ignore[union-attr]
logger.info("Saved checkpoint %s to Cosmos DB", checkpoint.checkpoint_id)
return checkpoint.checkpoint_id
async def load(self, checkpoint_id: CheckpointID) -> WorkflowCheckpoint:
"""Load a checkpoint from Cosmos DB by ID.
Args:
checkpoint_id: The unique ID of the checkpoint to load.
Returns:
The WorkflowCheckpoint object corresponding to the given ID.
Raises:
WorkflowCheckpointException: If no checkpoint with the given ID exists,
or if multiple checkpoints share the same ID across workflows.
"""
await self._ensure_container_proxy()
query = "SELECT * FROM c WHERE c.checkpoint_id = @checkpoint_id"
parameters: list[dict[str, object]] = [
{"name": "@checkpoint_id", "value": checkpoint_id},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query,
parameters=parameters,
)
results: list[dict[str, Any]] = []
async for item in items:
results.append(item)
if not results:
raise WorkflowCheckpointException(f"No checkpoint found with ID {checkpoint_id}")
if len(results) > 1:
workflow_names = [r.get("workflow_name", "unknown") for r in results]
raise WorkflowCheckpointException(
f"Multiple checkpoints found with ID {checkpoint_id} across workflows: "
f"{workflow_names}. Use list_checkpoints(workflow_name=...) to query "
f"by workflow instead."
)
return self._document_to_checkpoint(results[0])
async def list_checkpoints(self, *, workflow_name: str) -> list[WorkflowCheckpoint]:
"""List checkpoint objects for a given workflow name.
Args:
workflow_name: The name of the workflow to list checkpoints for.
Returns:
A list of WorkflowCheckpoint objects for the specified workflow name.
"""
await self._ensure_container_proxy()
query = "SELECT * FROM c WHERE c.workflow_name = @workflow_name ORDER BY c.timestamp ASC"
parameters: list[dict[str, object]] = [
{"name": "@workflow_name", "value": workflow_name},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query,
parameters=parameters,
partition_key=workflow_name,
)
checkpoints: list[WorkflowCheckpoint] = []
async for item in items:
try:
checkpoints.append(self._document_to_checkpoint(item))
except Exception as e:
logger.warning("Failed to decode checkpoint document: %s", e)
return checkpoints
async def delete(self, checkpoint_id: CheckpointID) -> bool:
"""Delete a checkpoint from Cosmos DB by ID.
Args:
checkpoint_id: The unique ID of the checkpoint to delete.
Returns:
True if the checkpoint was successfully deleted, False if not found.
"""
await self._ensure_container_proxy()
query = "SELECT c.id, c.workflow_name FROM c WHERE c.checkpoint_id = @checkpoint_id"
parameters: list[dict[str, object]] = [
{"name": "@checkpoint_id", "value": checkpoint_id},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query,
parameters=parameters,
)
async for item in items:
try:
await self._container_proxy.delete_item( # type: ignore[union-attr]
item=item["id"],
partition_key=item["workflow_name"],
)
logger.info("Deleted checkpoint %s from Cosmos DB", checkpoint_id)
return True
except CosmosResourceNotFoundError:
return False
return False
async def get_latest(self, *, workflow_name: str) -> WorkflowCheckpoint | None:
"""Get the latest checkpoint for a given workflow name.
Args:
workflow_name: The name of the workflow to get the latest checkpoint for.
Returns:
The latest WorkflowCheckpoint, or None if no checkpoints exist.
"""
await self._ensure_container_proxy()
query = "SELECT * FROM c WHERE c.workflow_name = @workflow_name ORDER BY c.timestamp DESC OFFSET 0 LIMIT 1"
parameters: list[dict[str, object]] = [
{"name": "@workflow_name", "value": workflow_name},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query,
parameters=parameters,
partition_key=workflow_name,
)
async for item in items:
checkpoint = self._document_to_checkpoint(item)
logger.debug(
"Latest checkpoint for workflow %s is %s",
workflow_name,
checkpoint.checkpoint_id,
)
return checkpoint
return None
async def list_checkpoint_ids(self, *, workflow_name: str) -> list[CheckpointID]:
"""List checkpoint IDs for a given workflow name.
Args:
workflow_name: The name of the workflow to list checkpoint IDs for.
Returns:
A list of checkpoint IDs for the specified workflow name.
"""
await self._ensure_container_proxy()
query = "SELECT c.checkpoint_id FROM c WHERE c.workflow_name = @workflow_name ORDER BY c.timestamp ASC"
parameters: list[dict[str, object]] = [
{"name": "@workflow_name", "value": workflow_name},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query,
parameters=parameters,
partition_key=workflow_name,
)
checkpoint_ids: list[CheckpointID] = []
async for item in items:
cid = item.get("checkpoint_id")
if isinstance(cid, str):
checkpoint_ids.append(cid)
return checkpoint_ids
async def close(self) -> None:
"""Close the underlying Cosmos client when this storage owns it."""
if self._owns_client and self._cosmos_client is not None:
await self._cosmos_client.close()
async def __aenter__(self) -> CosmosCheckpointStorage:
"""Async context manager entry."""
return self
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseException | None,
exc_tb: Any,
) -> None:
"""Async context manager exit."""
try:
await self.close()
except Exception:
if exc_type is None:
raise
async def _ensure_container_proxy(self) -> None:
"""Get or create the Cosmos DB database and container for storing checkpoints."""
if self._container_proxy is not None:
return
if self._cosmos_client is None:
raise RuntimeError("Cosmos client is not initialized.")
database = await self._cosmos_client.create_database_if_not_exists(id=self.database_name)
self._container_proxy = await database.create_container_if_not_exists(
id=self.container_name,
partition_key=PartitionKey(path="/workflow_name"),
)
def _document_to_checkpoint(self, document: dict[str, Any]) -> WorkflowCheckpoint:
"""Convert a Cosmos DB document back to a WorkflowCheckpoint.
Strips Cosmos DB system properties (``_rid``, ``_self``, ``_etag``,
``_attachments``, ``_ts``) before decoding.
"""
# Remove Cosmos DB system properties and the composite 'id' field
# (checkpoints use 'checkpoint_id', not 'id')
cosmos_keys = {"id", "_rid", "_self", "_etag", "_attachments", "_ts"}
cleaned = {k: v for k, v in document.items() if k not in cosmos_keys}
decoded = decode_checkpoint_value(cleaned, allowed_types=self._allowed_types)
return WorkflowCheckpoint.from_dict(decoded)
@staticmethod
def _make_document_id(workflow_name: str, checkpoint_id: str) -> str:
"""Create a composite Cosmos DB document ID.
Combines ``workflow_name`` and ``checkpoint_id`` to ensure global
uniqueness across partitions.
"""
return f"{workflow_name}_{checkpoint_id}"
@@ -0,0 +1,286 @@
# Copyright (c) Microsoft. All rights reserved.
"""Azure Cosmos DB history provider."""
from __future__ import annotations
import logging
import time
import uuid
from collections.abc import Sequence
from typing import Any, ClassVar, TypedDict
from agent_framework import Message
from agent_framework._sessions import HistoryProvider
from agent_framework._settings import SecretString, load_settings
from agent_framework._telemetry import get_user_agent
from azure.core.credentials import TokenCredential
from azure.core.credentials_async import AsyncTokenCredential
from azure.cosmos import PartitionKey
from azure.cosmos.aio import ContainerProxy, CosmosClient, DatabaseProxy
AzureCredentialTypes = TokenCredential | AsyncTokenCredential
logger = logging.getLogger(__name__)
class AzureCosmosHistorySettings(TypedDict, total=False):
"""Settings for CosmosHistoryProvider resolved from args and environment."""
endpoint: str | None
database_name: str | None
container_name: str | None
key: SecretString | None
class CosmosHistoryProvider(HistoryProvider):
"""Azure Cosmos DB-backed history provider using HistoryProvider hooks."""
DEFAULT_SOURCE_ID: ClassVar[str] = "azure_cosmos_history"
_BATCH_OPERATION_LIMIT: ClassVar[int] = 100
def __init__(
self,
source_id: str = DEFAULT_SOURCE_ID,
*,
load_messages: bool = True,
store_outputs: bool = True,
store_inputs: bool = True,
store_context_messages: bool = False,
store_context_from: set[str] | None = None,
endpoint: str | None = None,
database_name: str | None = None,
container_name: str | None = None,
credential: str | AzureCredentialTypes | None = None,
cosmos_client: CosmosClient | None = None,
container_client: ContainerProxy | None = None,
env_file_path: str | None = None,
env_file_encoding: str | None = None,
) -> None:
"""Initialize the Azure Cosmos DB history provider.
Args:
source_id: Unique identifier for this provider instance.
load_messages: Whether to load messages before invocation.
store_outputs: Whether to store response messages.
store_inputs: Whether to store input messages.
store_context_messages: Whether to store context from other providers.
store_context_from: If set, only store context from these source_ids.
endpoint: Cosmos DB account endpoint.
Can be set via ``AZURE_COSMOS_ENDPOINT``.
database_name: Cosmos DB database name.
Can be set via ``AZURE_COSMOS_DATABASE_NAME``.
container_name: Cosmos DB container name.
Can be set via ``AZURE_COSMOS_CONTAINER_NAME``.
credential: Credential to authenticate with Cosmos DB.
Supports key string and Azure credential objects.
Can be set via ``AZURE_COSMOS_KEY`` when omitted.
cosmos_client: Pre-created Cosmos async client.
container_client: Pre-created Cosmos container client for fixed-container usage.
env_file_path: Path to environment file for loading settings.
env_file_encoding: Encoding of the environment file.
"""
super().__init__(
source_id,
load_messages=load_messages,
store_outputs=store_outputs,
store_inputs=store_inputs,
store_context_messages=store_context_messages,
store_context_from=store_context_from,
)
self._cosmos_client: CosmosClient | None = cosmos_client
self._container_proxy: ContainerProxy | None = container_client
self._owns_client = False
self._database_client: DatabaseProxy | None = None
if self._container_proxy is not None:
self.database_name: str = database_name or ""
self.container_name: str = container_name or ""
return
required_fields: list[str] = ["database_name", "container_name"]
if cosmos_client is None:
required_fields.append("endpoint")
if credential is None:
required_fields.append("key")
settings = load_settings(
AzureCosmosHistorySettings,
env_prefix="AZURE_COSMOS_",
required_fields=required_fields,
endpoint=endpoint,
database_name=database_name,
container_name=container_name,
key=credential if isinstance(credential, str) else None,
env_file_path=env_file_path,
env_file_encoding=env_file_encoding,
)
self.database_name = settings["database_name"] # type: ignore[assignment]
self.container_name = settings["container_name"] # type: ignore[assignment]
if self._cosmos_client is None:
self._cosmos_client = CosmosClient(
url=settings["endpoint"], # type: ignore[arg-type]
credential=credential or settings["key"].get_secret_value(), # type: ignore[arg-type,union-attr]
user_agent_suffix=get_user_agent(),
)
self._owns_client = True
self._database_client = self._cosmos_client.get_database_client(self.database_name)
async def get_messages(
self,
session_id: str | None,
*,
state: dict[str, Any] | None = None,
**kwargs: Any,
) -> list[Message]:
"""Retrieve stored messages for this session from Azure Cosmos DB."""
await self._ensure_container_proxy()
session_key = self._session_partition_key(session_id)
query = (
"SELECT c.message FROM c "
"WHERE c.session_id = @session_id AND c.source_id = @source_id "
"ORDER BY c.sort_key ASC"
)
parameters: list[dict[str, object]] = [
{"name": "@session_id", "value": session_key},
{"name": "@source_id", "value": self.source_id},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query, parameters=parameters, partition_key=session_key
)
messages: list[Message] = []
async for item in items:
message_payload = item.get("message")
if not isinstance(message_payload, dict):
logger.warning("Skipping Cosmos DB item with non-mapping message payload.")
continue
try:
msg = Message.from_dict(message_payload) # pyright: ignore[reportUnknownArgumentType]
except ValueError as e:
logger.warning("Failed to deserialize message from Cosmos DB item: %s", e)
continue
messages.append(msg)
return messages
async def save_messages(
self,
session_id: str | None,
messages: Sequence[Message],
*,
state: dict[str, Any] | None = None,
**kwargs: Any,
) -> None:
"""Persist messages for this session to Azure Cosmos DB."""
if not messages:
return
await self._ensure_container_proxy()
session_key = self._session_partition_key(session_id)
base_sort_key = time.time_ns()
operations: list[tuple[str, tuple[dict[str, Any]]]] = []
for index, message in enumerate(messages):
document = {
"id": str(uuid.uuid4()),
"session_id": session_key,
"sort_key": base_sort_key + index,
"source_id": self.source_id,
"message": message.to_dict(),
}
operations.append(("upsert", (document,)))
for start in range(0, len(operations), self._BATCH_OPERATION_LIMIT):
batch = operations[start : start + self._BATCH_OPERATION_LIMIT]
await self._container_proxy.execute_item_batch( # type: ignore[union-attr]
batch_operations=batch, partition_key=session_key
)
async def clear(self, session_id: str | None) -> None:
"""Clear all messages for a session from Azure Cosmos DB."""
await self._ensure_container_proxy()
session_key = self._session_partition_key(session_id)
query = "SELECT c.id FROM c WHERE c.session_id = @session_id AND c.source_id = @source_id"
parameters: list[dict[str, object]] = [
{"name": "@session_id", "value": session_key},
{"name": "@source_id", "value": self.source_id},
]
items = self._container_proxy.query_items( # type: ignore[union-attr]
query=query, parameters=parameters, partition_key=session_key
)
delete_operations: list[tuple[str, tuple[str]]] = []
async for item in items:
item_id = item.get("id")
if isinstance(item_id, str):
delete_operations.append(("delete", (item_id,)))
for start in range(0, len(delete_operations), self._BATCH_OPERATION_LIMIT):
batch = delete_operations[start : start + self._BATCH_OPERATION_LIMIT]
await self._container_proxy.execute_item_batch( # type: ignore[union-attr]
batch_operations=batch, partition_key=session_key
)
async def list_sessions(self) -> list[str]:
"""List all session IDs stored in this provider's Cosmos container."""
await self._ensure_container_proxy()
query = "SELECT DISTINCT VALUE c.session_id FROM c WHERE c.source_id = @source_id"
parameters: list[dict[str, object]] = [{"name": "@source_id", "value": self.source_id}]
# without a partition key, it is automatically a cross-partition query
items = self._container_proxy.query_items(query=query, parameters=parameters) # type: ignore[union-attr]
session_ids: set[str] = set()
async for item in items:
if isinstance(item, str):
session_ids.add(item)
return sorted(session_ids)
async def close(self) -> None:
"""Close the underlying Cosmos client when this provider owns it."""
if self._owns_client and self._cosmos_client is not None:
await self._cosmos_client.close()
async def __aenter__(self) -> CosmosHistoryProvider:
"""Async context manager entry."""
return self
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseException | None,
exc_tb: Any,
) -> None:
"""Async context manager exit."""
try:
await self.close()
except Exception:
if exc_type is None:
raise
async def _ensure_container_proxy(self) -> None:
"""Get or create the Cosmos DB container for storing messages."""
if self._container_proxy is not None:
return
if self._database_client is None:
raise RuntimeError("Cosmos database client is not initialized.")
self._container_proxy = await self._database_client.create_container_if_not_exists(
id=self.container_name,
partition_key=PartitionKey(path="/session_id"),
)
@staticmethod
def _session_partition_key(session_id: str | None) -> str:
if session_id:
return session_id
generated_session_id = str(uuid.uuid4())
logger.warning(
"Received empty session_id; generated temporary session id '%s' for Cosmos partition key.",
generated_session_id,
)
return generated_session_id