From adc5dfbab50618603185c416f70dd284abbcba82 Mon Sep 17 00:00:00 2001 From: Massimiliano Pippi Date: Thu, 19 Jun 2025 09:41:38 +0200 Subject: [PATCH] refact: Remove Control Plane and Message Queues (#544) --- .github/workflows/e2e_test.yml | 28 +- README.md | 2 - .../llama_deploy/control_plane.md | 5 - .../llama_deploy/message_queues/index.md | 6 - .../llama_deploy/message_queues/kafka.md | 3 - .../llama_deploy/message_queues/rabbitmq.md | 3 - .../llama_deploy/message_queues/redis.md | 3 - .../llama_deploy/message_queues/simple.md | 3 - .../api_reference/llama_deploy/python_sdk.md | 4 - .../api_reference/llama_deploy/services.md | 3 - .../llama_deploy/10_getting_started.md | 4 - .../llama_deploy/20_core_components.md | 95 - .../llama_deploy/30_python_sdk.md | 68 - .../module_guides/llama_deploy/apiserver.json | 1406 ++++++++++- docs/docs/module_guides/llama_deploy/index.md | 2 - e2e_tests/README.md | 4 +- .../deployments/deployment_env_git.yml | 2 +- e2e_tests/basic_hitl/__init__.py | 0 e2e_tests/basic_hitl/conftest.py | 36 - e2e_tests/basic_hitl/test_run_client.py | 74 - e2e_tests/basic_hitl/workflow.py | 17 - e2e_tests/basic_session/__init__.py | 0 e2e_tests/basic_session/conftest.py | 36 - e2e_tests/basic_session/test_run_client.py | 44 - e2e_tests/basic_session/workflow.py | 16 - e2e_tests/basic_streaming/__init__.py | 0 e2e_tests/basic_streaming/conftest.py | 36 - e2e_tests/basic_streaming/test_run_client.py | 55 - e2e_tests/basic_streaming/workflow.py | 52 - e2e_tests/basic_workflow/__init__.py | 0 e2e_tests/basic_workflow/conftest.py | 36 - e2e_tests/basic_workflow/test_run_client.py | 60 - e2e_tests/basic_workflow/workflow.py | 26 - e2e_tests/conftest.py | 25 - e2e_tests/core/__init__.py | 0 e2e_tests/core/conftest.py | 36 - e2e_tests/core/test_services.py | 73 - e2e_tests/core/workflow.py | 8 - e2e_tests/message_queues/__init__.py | 0 e2e_tests/message_queues/kafka/__init__.py | 0 e2e_tests/message_queues/kafka/conftest.py | 103 - .../message_queues/kafka/docker-compose.yml | 29 - .../kafka/test_message_queue.py | 38 - e2e_tests/message_queues/kafka/workflow.py | 12 - e2e_tests/message_queues/rabbitmq/__init__.py | 0 e2e_tests/message_queues/rabbitmq/conftest.py | 103 - .../rabbitmq/docker-compose.yml | 17 - .../rabbitmq/test_message_queue.py | 39 - e2e_tests/message_queues/rabbitmq/workflow.py | 12 - e2e_tests/message_queues/redis/__init__.py | 0 e2e_tests/message_queues/redis/conftest.py | 106 - .../message_queues/redis/docker-compose.yml | 15 - .../redis/test_message_queue.py | 41 - e2e_tests/message_queues/redis/workflow.py | 12 - e2e_tests/message_queues/simple/__init__.py | 0 e2e_tests/message_queues/simple/conftest.py | 28 - .../simple/test_message_queue.py | 19 - .../message_queues/simple/test_server.py | 21 - e2e_tests/utils.py | 157 -- examples/google_cloud_run/src/workflow.py | 3 +- examples/llamacloud/google_drive/README.md | 2 +- .../google_drive/src/setup_pipeline.py | 18 +- .../llamacloud/google_drive/src/workflow.py | 7 +- examples/python_dependencies/workflow.py | 5 +- examples/python_fullstack/README.md | 1 - examples/python_fullstack/docker-compose.yml | 12 - .../workflows/agent_workflow.py | 11 +- .../workflows/rag_workflow.py | 11 +- examples/quick_start/README.md | 5 +- examples/quick_start/src/workflow.py | 3 +- examples/redis_message_queue/README.md | 80 - .../redis_message_queue/docker-compose.yml | 38 - .../redis_message_queue/src/deployment.yml | 20 - examples/redis_message_queue/src/workflow.py | 26 - examples/redis_state_store/README.md | 79 - examples/redis_state_store/docker-compose.yml | 12 - examples/redis_state_store/redis_store.yml | 15 - examples/redis_state_store/requirements.txt | 1 - examples/redis_state_store/src/workflow.py | 26 - llama_deploy/apiserver/deployment.py | 8 +- .../apiserver/deployment_config_parser.py | 27 +- llama_deploy/cli/init.py | 77 +- llama_deploy/client/base.py | 1 - llama_deploy/client/client.py | 11 +- llama_deploy/client/models/__init__.py | 3 +- llama_deploy/client/models/apiserver.py | 4 +- llama_deploy/client/models/core.py | 316 --- llama_deploy/control_plane/__init__.py | 4 - llama_deploy/control_plane/config.py | 97 - llama_deploy/control_plane/server.py | 666 ------ llama_deploy/control_plane/utils.py | 6 - llama_deploy/message_queues/__init__.py | 28 - llama_deploy/message_queues/apache_kafka.py | 202 -- llama_deploy/message_queues/base.py | 73 - llama_deploy/message_queues/rabbitmq.py | 240 -- llama_deploy/message_queues/redis.py | 114 - .../message_queues/simple/__init__.py | 11 - llama_deploy/message_queues/simple/client.py | 67 - llama_deploy/message_queues/simple/config.py | 31 - llama_deploy/message_queues/simple/server.py | 118 - llama_deploy/services/__init__.py | 6 - .../services/network_service_manager.py | 83 - llama_deploy/services/workflow.py | 502 ---- llama_deploy/types/__init__.py | 14 - llama_deploy/types/core.py | 156 +- templates/basic/src/workflow.py | 3 +- tests/apiserver/conftest.py | 3 +- tests/apiserver/routers/test_deployments.py | 6 +- tests/apiserver/test_config_parser.py | 5 - tests/apiserver/test_deployment.py | 4 +- tests/cli/test_init.py | 12 +- tests/client/models/test_core.py | 405 ---- tests/client/test_client.py | 4 +- tests/conftest.py | 17 - tests/control_plane/__init__.py | 0 tests/control_plane/conftest.py | 25 - tests/control_plane/test_config.py | 63 - tests/control_plane/test_server.py | 123 - tests/control_plane/test_utils.py | 9 - tests/message_queues/simple/__init__.py | 0 tests/message_queues/simple/conftest.py | 10 - tests/message_queues/simple/test_client.py | 16 - tests/message_queues/simple/test_config.py | 8 - tests/message_queues/simple/test_server.py | 94 - tests/message_queues/test_apache_kafka.py | 60 - tests/message_queues/test_rabbitmq.py | 120 - tests/message_queues/test_redis.py | 101 - tests/services/__init__.py | 0 tests/services/test_network_workflow.py | 99 - tests/services/test_workflow_service.py | 685 ------ .../services/test_workflow_service_config.py | 38 - tests/services/test_workflow_state.py | 41 - uv.lock | 2112 ++++++++++------- 133 files changed, 2651 insertions(+), 7675 deletions(-) delete mode 100644 docs/docs/api_reference/llama_deploy/control_plane.md delete mode 100644 docs/docs/api_reference/llama_deploy/message_queues/index.md delete mode 100644 docs/docs/api_reference/llama_deploy/message_queues/kafka.md delete mode 100644 docs/docs/api_reference/llama_deploy/message_queues/rabbitmq.md delete mode 100644 docs/docs/api_reference/llama_deploy/message_queues/redis.md delete mode 100644 docs/docs/api_reference/llama_deploy/message_queues/simple.md delete mode 100644 docs/docs/api_reference/llama_deploy/services.md delete mode 100644 e2e_tests/basic_hitl/__init__.py delete mode 100644 e2e_tests/basic_hitl/conftest.py delete mode 100644 e2e_tests/basic_hitl/test_run_client.py delete mode 100644 e2e_tests/basic_hitl/workflow.py 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tests/services/test_workflow_state.py diff --git a/.github/workflows/e2e_test.yml b/.github/workflows/e2e_test.yml index e334ce2..d0b4695 100644 --- a/.github/workflows/e2e_test.yml +++ b/.github/workflows/e2e_test.yml @@ -16,15 +16,7 @@ jobs: fail-fast: false matrix: python-version: ["3.10", "3.11", "3.12"] - test-package: - [ - "basic_hitl", - "basic_streaming", - "apiserver", - "basic_session", - "basic_workflow", - "core", - ] + test-package: ["apiserver"] steps: - uses: actions/checkout@v3 @@ -35,21 +27,3 @@ jobs: - name: Run All E2E Tests run: uv run -- pytest e2e_tests/${{ matrix.test-package }} -s - - e2e-message-queues: - runs-on: ubuntu-latest - # E2E tests might get stuck, timeout aggressively for faster feedback - timeout-minutes: 10 - strategy: - # Let the matrix finish to see if the failure was transient - fail-fast: false - matrix: - test-package: ["kafka", "rabbitmq", "redis", "simple"] - steps: - - uses: actions/checkout@v3 - - - name: Install uv and set the python version - uses: astral-sh/setup-uv@v5 - - - name: Run E2E Tests for message queues - run: uv run -- pytest e2e_tests/message_queues/${{ matrix.test-package }} -s diff --git a/README.md b/README.md index bb83fc0..9938e6a 100644 --- a/README.md +++ b/README.md @@ -36,12 +36,10 @@ pip install -U llama-deploy 1. **Seamless Deployment**: It bridges the gap between development and production, allowing you to deploy `llama_index` workflows with minimal changes to your code. -2. **Scalability**: The microservices architecture enables easy scaling of individual components as your system grows. 3. **Flexibility**: By using a hub-and-spoke architecture, you can easily swap out components (like message queues) or add new services without disrupting the entire system. 4. **Fault Tolerance**: With built-in retry mechanisms and failure handling, LlamaDeploy adds robustness in production environments. -5. **State Management**: The control plane manages state across services, simplifying complex multi-step processes. 6. **Async-First**: Designed for high-concurrency scenarios, making it suitable for real-time and high-throughput applications. diff --git a/docs/docs/api_reference/llama_deploy/control_plane.md b/docs/docs/api_reference/llama_deploy/control_plane.md deleted file mode 100644 index 5b0c7b2..0000000 --- a/docs/docs/api_reference/llama_deploy/control_plane.md +++ /dev/null @@ -1,5 +0,0 @@ -# `control_plane` - -::: llama_deploy.control_plane - options: - show_docstring_parameters: true diff --git a/docs/docs/api_reference/llama_deploy/message_queues/index.md b/docs/docs/api_reference/llama_deploy/message_queues/index.md deleted file mode 100644 index cf8f936..0000000 --- a/docs/docs/api_reference/llama_deploy/message_queues/index.md +++ /dev/null @@ -1,6 +0,0 @@ -# message_queues - -::: llama_deploy.message_queues.base - options: - members: - - AbstractMessageQueue diff --git a/docs/docs/api_reference/llama_deploy/message_queues/kafka.md b/docs/docs/api_reference/llama_deploy/message_queues/kafka.md deleted file mode 100644 index e83b4d8..0000000 --- a/docs/docs/api_reference/llama_deploy/message_queues/kafka.md +++ /dev/null @@ -1,3 +0,0 @@ -# apache_kafka - -::: llama_deploy.message_queues.apache_kafka diff --git a/docs/docs/api_reference/llama_deploy/message_queues/rabbitmq.md b/docs/docs/api_reference/llama_deploy/message_queues/rabbitmq.md deleted file mode 100644 index 057bca0..0000000 --- a/docs/docs/api_reference/llama_deploy/message_queues/rabbitmq.md +++ /dev/null @@ -1,3 +0,0 @@ -# rabbitmq - -::: llama_deploy.message_queues.rabbitmq diff --git a/docs/docs/api_reference/llama_deploy/message_queues/redis.md b/docs/docs/api_reference/llama_deploy/message_queues/redis.md deleted file mode 100644 index e4e55d3..0000000 --- a/docs/docs/api_reference/llama_deploy/message_queues/redis.md +++ /dev/null @@ -1,3 +0,0 @@ -# redis - -::: llama_deploy.message_queues.redis diff --git a/docs/docs/api_reference/llama_deploy/message_queues/simple.md b/docs/docs/api_reference/llama_deploy/message_queues/simple.md deleted file mode 100644 index 61e1db2..0000000 --- a/docs/docs/api_reference/llama_deploy/message_queues/simple.md +++ /dev/null @@ -1,3 +0,0 @@ -# simple - -::: llama_deploy.message_queues.simple diff --git a/docs/docs/api_reference/llama_deploy/python_sdk.md b/docs/docs/api_reference/llama_deploy/python_sdk.md index e1604d6..838e6c4 100644 --- a/docs/docs/api_reference/llama_deploy/python_sdk.md +++ b/docs/docs/api_reference/llama_deploy/python_sdk.md @@ -10,7 +10,3 @@ ## API Server functionalities ::: llama_deploy.client.models.apiserver - -## Control Plane functionalities - -::: llama_deploy.client.models.core diff --git a/docs/docs/api_reference/llama_deploy/services.md b/docs/docs/api_reference/llama_deploy/services.md deleted file mode 100644 index 3978431..0000000 --- a/docs/docs/api_reference/llama_deploy/services.md +++ /dev/null @@ -1,3 +0,0 @@ -# `services` - -::: llama_deploy.services diff --git a/docs/docs/module_guides/llama_deploy/10_getting_started.md b/docs/docs/module_guides/llama_deploy/10_getting_started.md index 1b57bb5..e7a105e 100644 --- a/docs/docs/module_guides/llama_deploy/10_getting_started.md +++ b/docs/docs/module_guides/llama_deploy/10_getting_started.md @@ -22,9 +22,6 @@ Run the interactive wizard: $ llamactl init Project name [llama-deploy-app]: hello-deploy Destination directory [.]: -Control plane port [8000]: -Select message queue type - simple redis rabbitmq kafka [simple]: Workflow template: basic - Basic workflow with OpenAI integration (recommended) none - Do not create any sample workflow code @@ -114,5 +111,4 @@ hello-deploy/ | Change the LLM, add tools or multiple steps | `src/workflow.py` – build with any [LlamaIndex Workflow](https://docs.llamaindex.ai/en/stable/understanding/workflows/). | | Add more workflows/services | Duplicate the `example_workflow` block in `deployment.yml` and point to your new workflow. | | Set secrets & environment variables | Use `env`/`env_files` inside each service. | -| Switch message queue (e.g., Redis, Kafka) | Re-run `llamactl init` with a different `--message-queue-type` **or** edit the `message_queue` section manually. | | Deploy to production | Containerize your deployment (for example, see the [Google Cloud Run Example](https://github.com/run-llama/llama_deploy/tree/main/examples/google_cloud_run)), then run and scale the deployment anywhere you can run Docker/K8s. | diff --git a/docs/docs/module_guides/llama_deploy/20_core_components.md b/docs/docs/module_guides/llama_deploy/20_core_components.md index 62e12a6..f3b4024 100644 --- a/docs/docs/module_guides/llama_deploy/20_core_components.md +++ b/docs/docs/module_guides/llama_deploy/20_core_components.md @@ -45,101 +45,6 @@ API is documented below. !!swagger apiserver.json!! -## Control Plane - -The control plane is responsible for managing the state of the system, including: - -- Registering services. -- Managing sessions and tasks. -- Handling service completion. -- Launching the control plane server. - -The state of the system is persisted in a key-value store that by default consists of a simple mapping in memory. -In particular, the state store contains: - -- The name and definition of the registered services. -- The active sessions and their relative tasks and event streams. -- The Context, in case the service is of type Workflow, - -In case you need a more scalable storage for the system state, you can set the `state_store_uri` field in the Control -Plane configuration to point to one of the databases we support (see -[the Python API reference](../../api_reference/llama_deploy/control_plane.md)) for more details. -Using a scalable storage for the global state is mostly needed when: -- You want to scale the control plane horizontally, and you want every instance to share the same global state. -- The control plane has to deal with high traffic (many services, sessions and tasks). -- The global state needs to be persisted across restarts (for example, workflow contexts are stored in the global state). - -## Service - -The general structure of a service is as follows: - -- A service has a name. -- A service has a service definition. -- A service uses a message queue to send/receive messages. -- A service has a processing loop, for continuous processing of messages. -- A service can process a message. -- A service can publish a message to another service. -- A service can be launched in-process. -- A service can be launched as a server. -- A service can be registered to the control plane. -- A service can be registered to the message queue. - -## Message Queue - -In addition to `SimpleMessageQueue`, we provide integrations for various -message queue providers, such as RabbitMQ, Redis, etc. The general usage pattern -for any of these message queues is the same as that for `SimpleMessageQueue`, -however the appropriate extra would need to be installed along with `llama-deploy`. - -For example, for `RabbitMQMessageQueue`, we need to install the "rabbitmq" extra: - -```sh -# using pip install -pip install llama-agents[rabbitmq] - -# using poetry -poetry add llama-agents -E "rabbitmq" - -# using uv -uv add llama-agents -extra "rabbitmq" -``` - -Using the `RabbitMQMessageQueue` is then done as follows: - -```python -from llama_agents.message_queue.rabbitmq import ( - RabbitMQMessageQueueConfig, - RabbitMQMessageQueue, -) - -message_queue_config = ( - RabbitMQMessageQueueConfig() -) # loads params from environment vars -message_queue = RabbitMQMessageQueue(**message_queue_config) -``` - - -> [!NOTE] -> `RabbitMQMessageQueueConfig` can load its params from environment variables. - -### Delivery policy - -Currently the way service replicas receive the message to run a task depends on -the message queue implementation: - -- `SimpleMessageQueue`: consumers are competing but the order is non -deterministic, the first subscriber (in this case, the first service) that -manages to get the message in the topic wins, all the others will keep trying -and never know a message was published. -- `RedisMessageQueue`: by default, all the services get the message and run the -task. If you set the `exclusive_mode` configuration parameter of the -`RedisMessageQueueConfig` class to `True`, services will compete for messages -and only the first coming will be able to read it. -- `RabbitMQMessageQueue`: consumers are competing, a round robin policy is used -to pick the recipient -- `KafkaMessageQueue`: same as RabbitMQ because the `group_id` of the consumer -is hardcoded - ## Task A Task is an object representing a request for an operation sent to a Service and the response that will be sent back. diff --git a/docs/docs/module_guides/llama_deploy/30_python_sdk.md b/docs/docs/module_guides/llama_deploy/30_python_sdk.md index bc004ae..d0a578c 100644 --- a/docs/docs/module_guides/llama_deploy/30_python_sdk.md +++ b/docs/docs/module_guides/llama_deploy/30_python_sdk.md @@ -45,7 +45,6 @@ async def check_status(): The client provides access to two main components: - `apiserver`: Interact with the [API server](./20_core_components.md#api-server) -- `core`: Access [Control Plane](./20_core_components.md#control-plane) functionalities. Each component exposes specific methods for managing and interacting with the deployed system. @@ -53,10 +52,6 @@ Each component exposes specific methods for managing and interacting with the de > To use the `apiserver` functionalities, the API Server must be up and its URL > (by default `http://localhost:4501`) reachable by the host executing the client code. -> [!IMPORTANT] -> To use the `core` functionalities, the Control Plane must be up and its URL -> (by default `http://localhost:8000`) reachable by the host executing the client code. - For a complete list of available methods and detailed API reference, see the [API Reference section](../../api_reference/llama_deploy/python_sdk.md). @@ -88,66 +83,3 @@ print(status) > [!IMPORTANT] > The synchronous API (`client.sync`) cannot be used within an async event loop. > Use the async methods directly in that case. - -### A more complex example - -This is an example of how you would use the recommended async version of the client to -run a deployed workflow and collect the events it streams. - -```python -import llama_deploy - - -async def stream_events(services): - client = llama_deploy.Client(timeout=10) - - # Create a new session - session = await client.core.sessions.create() - - # Assuming there's a workflow called `streaming_workflow`, run it in the background - task_id = await session.run_nowait( - "streaming_workflow", arg="Hello, world!" - ) - - # The workflow is supposed to stream events signalling its progress - async for event in session.get_task_result_stream(task_id): - if "progress" in event: - print(f'Workflow Progress: {event["progress"]}') - - # When done, collect the workflow output - final_result = await session.get_task_result(task_id) - print(final_result) - - # Clean up the session - await client.core.sessions.delete(session.id) -``` - -The equivalent synchronous version would be the following: - -```python -import llama_deploy - - -def stream_events(services): - client = llama_deploy.Client(timeout=10) - - # Create a new session - session = client.sync.core.sessions.create() - - # Assuming there's a workflow called `streaming_workflow`, run it - task_id = session.run_nowait("streaming_workflow", arg1="hello_world") - - # The workflow is supposed to stream events signalling its progress. - # Since this is a synchronous call, by this time all the events were - # streamed and collected in a list. - for event in session.get_task_result_stream(task_id): - if "progress" in event: - print(f'Workflow Progress: {event["progress"]}') - - # Collect the workflow output - final_result = session.get_task_result(task_id) - print(final_result) - - # Clean up the session - client.sync.core.sessions.delete(session.id) -``` diff --git a/docs/docs/module_guides/llama_deploy/apiserver.json b/docs/docs/module_guides/llama_deploy/apiserver.json index 1c5924f..baa45d1 100644 --- a/docs/docs/module_guides/llama_deploy/apiserver.json +++ 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"/deployments/{deployment_name}": { + "get": { + "summary": "Read Deployment", + "description": "Returns the details of a specific deployment.", + "operationId": "read_deployment_deployments__deployment_name__get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/DeploymentDefinition" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/create": { + "post": { + "summary": "Create Deployment", + "description": "Creates a new deployment by uploading a configuration file.", + "operationId": "create_deployment_deployments_create_post", + "parameters": [ + { + "name": "base_path", + "in": "query", + "required": false, + "schema": { "type": "string", "default": ".", "title": "Base Path" } + }, + { + "name": "reload", + "in": "query", + "required": false, + "schema": { "type": "boolean", "default": false, "title": "Reload" } + }, + { + "name": "local", + "in": "query", + "required": false, + "schema": { "type": "boolean", "default": false, "title": "Local" } + } + ], + "requestBody": { + "required": true, + "content": { + "multipart/form-data": { + "schema": { + "$ref": "#/components/schemas/Body_create_deployment_deployments_create_post" + } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/DeploymentDefinition" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/tasks/run": { + "post": { + "summary": "Create Deployment Task", + "description": "Create a task for the deployment, wait for result and delete associated session.", + "operationId": "create_deployment_task_deployments__deployment_name__tasks_run_post", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "session_id", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Session Id" + } + } + ], + "requestBody": { + "required": true, + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/TaskDefinition" } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/tasks/create": { + "post": { + "summary": "Create Deployment Task Nowait", + "description": "Create a task for the deployment but don't wait for result.", + "operationId": "create_deployment_task_nowait_deployments__deployment_name__tasks_create_post", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "session_id", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Session Id" + } + } + ], + "requestBody": { + "required": true, + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/TaskDefinition" } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/TaskDefinition" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/tasks/{task_id}/events": { + "post": { + "summary": "Send Event", + "description": "Send a human response event to a service for a specific task and session.", + "operationId": "send_event_deployments__deployment_name__tasks__task_id__events_post", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "task_id", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Task Id" } + }, + { + "name": "session_id", + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Session Id" } + } + ], + "requestBody": { + "required": true, + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/EventDefinition" } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/EventDefinition" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "get": { + "summary": "Get Events", + "description": "Get the stream of events from a given task and session.\n\nArgs:\n raw_event (bool, default=False): Whether to return the raw event object\n or just the event data.", + "operationId": "get_events_deployments__deployment_name__tasks__task_id__events_get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "task_id", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Task Id" } + }, + { + "name": "session_id", + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Session Id" } + }, + { + "name": "raw_event", + "in": "query", + "required": false, + "schema": { + "type": "boolean", + "default": false, + "title": "Raw Event" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/tasks/{task_id}/results": { + "get": { + "summary": "Get Task Result", + "description": "Get the task result associated with a task and session.", + "operationId": "get_task_result_deployments__deployment_name__tasks__task_id__results_get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "task_id", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Task Id" } + }, + { + "name": "session_id", + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Session Id" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "anyOf": [ + { "$ref": "#/components/schemas/TaskResult" }, + { "type": "null" } + ], + "title": "Response Get Task Result Deployments Deployment Name Tasks Task Id Results Get" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/tasks": { + "get": { + "summary": "Get Tasks", + "description": "Get all the tasks from all the sessions in a given deployment.", + "operationId": "get_tasks_deployments__deployment_name__tasks_get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "type": "array", + "items": { "$ref": "#/components/schemas/TaskDefinition" }, + "title": "Response Get Tasks Deployments Deployment Name Tasks Get" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/sessions": { + "get": { + "summary": "Get Sessions", + "description": "Get the active sessions in a deployment and service.", + "operationId": "get_sessions_deployments__deployment_name__sessions_get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "type": "array", + "items": { "$ref": "#/components/schemas/SessionDefinition" }, + "title": "Response Get Sessions Deployments Deployment Name Sessions Get" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/sessions/{session_id}": { + "get": { + "summary": "Get Session", + "description": "Get the definition of a session by ID.", + "operationId": "get_session_deployments__deployment_name__sessions__session_id__get", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "session_id", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Session Id" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/SessionDefinition" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/sessions/create": { + "post": { + "summary": "Create Session", + "description": "Create a new session for a deployment.", + "operationId": "create_session_deployments__deployment_name__sessions_create_post", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/SessionDefinition" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/sessions/delete": { + "post": { + "summary": "Delete Session", + "description": "Get the active sessions in a deployment and service.", + "operationId": "delete_session_deployments__deployment_name__sessions_delete_post", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "session_id", + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Session Id" } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/ui": { + "delete": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "options": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "get": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "post": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "head": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "patch": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "put": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui_delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/deployments/{deployment_name}/ui/{path}": { + "delete": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "options": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "get": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "post": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "head": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "patch": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + }, + "put": { + "summary": "Proxy", + "operationId": "proxy_deployments__deployment_name__ui__path__delete", + "parameters": [ + { + "name": "deployment_name", + "in": "path", + "required": true, + "schema": { "type": "string", "title": "Deployment Name" } + }, + { + "name": "path", + "in": "path", + "required": true, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Path" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + } + } + }, + "/status/": { + "get": { + "summary": "Status", + "operationId": "status_status__get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Status" } + } + } + } + } + } + }, + "/status/metrics": { + "get": { + "summary": "Metrics", + "description": "Proxies the Prometheus metrics endpoint through the API Server.\n\nThis endpoint is mostly used in serverless environments where the LlamaDeploy\ncontainer cannot expose more than one port (e.g. Knative, Google Cloud Run).\nIf Prometheus is not enabled, this endpoint returns an empty HTTP-204 response.", + "operationId": "metrics_status_metrics_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + } + } + } + }, + "/": { + "get": { + "summary": "Root", + "operationId": "root__get", + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + } + } + } + } + }, + "components": { + "schemas": { + "AudioBlock": { + "properties": { + "block_type": { + "type": "string", + "const": "audio", + "title": "Block Type", + "default": "audio" + }, + "audio": { + "anyOf": [ + { "type": "string", "format": "binary" }, + { "type": "null" } + ], + "title": "Audio" + }, + "path": { + "anyOf": [ + { "type": "string", "format": "file-path" }, + { "type": "null" } + ], + "title": "Path" + }, + "url": { + "anyOf": [ + { "type": "string", "minLength": 1, "format": "uri" }, + { "type": "string" }, + { "type": "null" } + ], + "title": "Url" + }, + "format": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Format" + } + }, + "type": "object", + "title": "AudioBlock" + }, + "Body_create_deployment_deployments_create_post": { + "properties": { + "config_file": { + "type": "string", + "format": "binary", + "title": "Config File" + } + }, + "type": "object", + "required": ["config_file"], + "title": "Body_create_deployment_deployments_create_post" + }, + "ChatMessage": { + "properties": { + "role": { + "$ref": "#/components/schemas/MessageRole", + "default": "user" + }, + "additional_kwargs": { "title": "Additional Kwargs" }, + "blocks": { + "items": { + "oneOf": [ + { "$ref": "#/components/schemas/TextBlock" }, + { "$ref": "#/components/schemas/ImageBlock" }, + { "$ref": "#/components/schemas/AudioBlock" }, + { "$ref": "#/components/schemas/DocumentBlock" } + ], + "discriminator": { + "propertyName": "block_type", + "mapping": { + "audio": "#/components/schemas/AudioBlock", + "document": "#/components/schemas/DocumentBlock", + "image": "#/components/schemas/ImageBlock", + "text": "#/components/schemas/TextBlock" + } + } + }, + "type": "array", + "title": "Blocks" + } + }, + "type": "object", + "title": "ChatMessage", + "description": "Chat message." + }, + "DeploymentDefinition": { + "properties": { "name": { "type": "string", "title": "Name" } }, + "type": "object", + "required": ["name"], + "title": "DeploymentDefinition" + }, + "DocumentBlock": { + "properties": { + "block_type": { + "type": "string", + "const": "document", + "title": "Block Type", + "default": "document" + }, + "data": { + "anyOf": [ + { "type": "string", "format": "binary" }, + { "type": "null" } + ], + "title": "Data" + }, + "path": { + "anyOf": [ + { "type": "string", "format": "file-path" }, + { "type": "string" }, + { "type": "null" } + ], + "title": "Path" + }, + "url": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Url" + }, + "title": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Title" + }, + "document_mimetype": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Document Mimetype" + } + }, + "type": "object", + "title": "DocumentBlock" + }, + "EventDefinition": { + "properties": { + "service_id": { "type": "string", "title": "Service Id" }, + "event_obj_str": { "type": "string", "title": "Event Obj Str" } + }, + "type": "object", + "required": ["service_id", "event_obj_str"], + "title": "EventDefinition", + "description": "The definition of event.\n\nTo be used as payloads for service endpoints when wanting to send serialized\nEvents.\n\nAttributes:\n event_object_str (str): serialized string of event." + }, + "HTTPValidationError": { + "properties": { + "detail": { + "items": { "$ref": "#/components/schemas/ValidationError" }, + "type": "array", + "title": "Detail" + } + }, + "type": "object", + "title": "HTTPValidationError" + }, + "ImageBlock": { + "properties": { + "block_type": { + "type": "string", + "const": "image", + "title": "Block Type", + "default": "image" + }, + "image": { + "anyOf": [ + { "type": "string", "format": "binary" }, + { "type": "null" } + ], + "title": "Image" + }, + "path": { + "anyOf": [ + { "type": "string", "format": "file-path" }, + { "type": "null" } + ], + "title": "Path" + }, + "url": { + "anyOf": [ + { "type": "string", "minLength": 1, "format": "uri" }, + { "type": "string" }, + { "type": "null" } + ], + "title": "Url" + }, + "image_mimetype": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Image Mimetype" + }, + "detail": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Detail" + } + }, + "type": "object", + "title": "ImageBlock" + }, + "MessageRole": { + "type": "string", + "enum": [ + "system", + "developer", + "user", + "assistant", + "function", + "tool", + "chatbot", + "model" + ], + "title": "MessageRole", + "description": "Message role." + }, + "SessionDefinition": { + "properties": { + "session_id": { "type": "string", "title": "Session Id" }, + "task_ids": { + "items": { "type": "string" }, + "type": "array", + "title": "Task Ids" + }, + "state": { + "additionalProperties": true, + "type": "object", + "title": "State" + } + }, + "type": "object", + "title": "SessionDefinition", + "description": "The definition of a session.\n\nAttributes:\n session_id (str):\n The session ID. Defaults to a random UUID.\n task_definitions (list[str]):\n The task ids in order, representing the session.\n state (dict):\n The current session state." + }, + "Status": { + "properties": { + "status": { "$ref": "#/components/schemas/StatusEnum" }, + "status_message": { "type": "string", "title": "Status Message" }, + "max_deployments": { + "anyOf": [{ "type": "integer" }, { "type": "null" }], + "title": "Max Deployments" + }, + "deployments": { + "anyOf": [ + { "items": { "type": "string" }, "type": "array" }, + { "type": "null" } + ], + "title": "Deployments" + } + }, + "type": "object", + "required": ["status", "status_message"], + "title": "Status" + }, + "StatusEnum": { + "type": "string", + "enum": ["Healthy", "Unhealthy", "Down"], + "title": "StatusEnum" + }, + "TaskDefinition": { + "properties": { + "input": { "type": "string", "title": "Input" }, + "task_id": { "type": "string", "title": "Task Id" }, + "session_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Session Id" + }, + "service_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Service Id" + } + }, + "type": "object", + "required": ["input"], + "title": "TaskDefinition", + "description": "The definition and state of a task.\n\nAttributes:\n input (str):\n The task input.\n session_id (str):\n The session ID that the task belongs to.\n task_id (str):\n The task ID. Defaults to a random UUID.\n service_id (str):\n The service ID that the task should be sent to.\n If blank, the orchestrator decides." + }, + "TaskResult": { + "properties": { + "task_id": { "type": "string", "title": "Task Id" }, + "history": { + "items": { "$ref": "#/components/schemas/ChatMessage" }, + "type": "array", + "title": "History" + }, + "result": { "type": "string", "title": "Result" }, + "data": { + "additionalProperties": true, + "type": "object", + "title": "Data" + } + }, + "type": "object", + "required": ["task_id", "history", "result"], + "title": "TaskResult", + "description": "The result of a task.\n\nAttributes:\n task_id (str):\n The task ID.\n history (list[ChatMessage]):\n The task history.\n result (str):\n The task result.\n data (dict):\n Additional data about the task or result." + }, + "TextBlock": { + "properties": { + "block_type": { + "type": "string", + "const": "text", + "title": "Block Type", + "default": "text" + }, + "text": { "type": "string", "title": "Text" } + }, + "type": "object", + "required": ["text"], + "title": "TextBlock" + }, + "ValidationError": { + "properties": { + "loc": { + "items": { "anyOf": [{ "type": "string" }, { "type": "integer" }] }, + "type": "array", + "title": "Location" + }, + "msg": { "type": "string", "title": "Message" }, + "type": { "type": "string", "title": "Error Type" } + }, + "type": "object", + "required": ["loc", "msg", "type"], + "title": "ValidationError" + } + } + } +} diff --git a/docs/docs/module_guides/llama_deploy/index.md b/docs/docs/module_guides/llama_deploy/index.md index ccb3afc..abbef4d 100644 --- a/docs/docs/module_guides/llama_deploy/index.md +++ b/docs/docs/module_guides/llama_deploy/index.md @@ -25,12 +25,10 @@ pip install -U llama-deploy 1. **Seamless Deployment**: It bridges the gap between development and production, allowing you to deploy `llama_index` workflows with minimal changes to your code. -2. **Scalability**: The microservices architecture enables easy scaling of individual components as your system grows. 3. **Flexibility**: By using a hub-and-spoke architecture, you can easily swap out components (like message queues) or add new services without disrupting the entire system. 4. **Fault Tolerance**: With built-in retry mechanisms and failure handling, LlamaDeploy adds robustness in production environments. -5. **State Management**: The control plane manages state across services, simplifying complex multi-step processes. 6. **Async-First**: Designed for high-concurrency scenarios, making it suitable for real-time and high-throughput applications. diff --git a/e2e_tests/README.md b/e2e_tests/README.md index fcd90e1..b4b4778 100644 --- a/e2e_tests/README.md +++ b/e2e_tests/README.md @@ -19,11 +19,11 @@ $ uv run -- pytest ./e2e_tests To run a specific scenario: ```sh -$ uv run -- pytest e2e_tests/basic_streaming +$ uv run -- pytest e2e_tests/apiserver ``` If you want to see the output of the different services running, pass the `-s` flag to pytest: ```sh -$ uv run -- pytest e2e_tests/basic_streaming -s +$ uv run -- pytest e2e_tests/apiserver/test_deploy.py -s ``` diff --git a/e2e_tests/apiserver/deployments/deployment_env_git.yml b/e2e_tests/apiserver/deployments/deployment_env_git.yml index 273cbc1..ac15000 100644 --- a/e2e_tests/apiserver/deployments/deployment_env_git.yml +++ b/e2e_tests/apiserver/deployments/deployment_env_git.yml @@ -8,7 +8,7 @@ services: name: Git Workflow source: type: git - name: https://github.com/run-llama/llama_deploy.git@massi/refact + name: https://github.com/run-llama/llama_deploy.git env: VAR_1: x # this gets overwritten because VAR_1 also exists in the provided .env VAR_2: y diff --git a/e2e_tests/basic_hitl/__init__.py b/e2e_tests/basic_hitl/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/basic_hitl/conftest.py b/e2e_tests/basic_hitl/conftest.py deleted file mode 100644 index 4132850..0000000 --- a/e2e_tests/basic_hitl/conftest.py +++ /dev/null @@ -1,36 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services import WorkflowServiceConfig - -from ..utils import deploy_workflow -from .workflow import HumanInTheLoopWorkflow - - -def run_async_workflow(): - asyncio.run( - deploy_workflow( - HumanInTheLoopWorkflow(timeout=60), - WorkflowServiceConfig( - host="127.0.0.1", - port=8002, - service_name="hitl_workflow", - ), - ControlPlaneConfig(), - ) - ) - - -@pytest.fixture -def services(core): - p = multiprocessing.Process(target=run_async_workflow) - p.start() - time.sleep(5) - - yield - - p.kill() diff --git a/e2e_tests/basic_hitl/test_run_client.py b/e2e_tests/basic_hitl/test_run_client.py deleted file mode 100644 index ce478d2..0000000 --- a/e2e_tests/basic_hitl/test_run_client.py +++ /dev/null @@ -1,74 +0,0 @@ -import asyncio -import time - -import pytest -from workflows.events import HumanResponseEvent - -from llama_deploy.client import Client - - -def test_run_client(services): - client = Client(timeout=10) - - # sanity check - sessions = client.sync.core.sessions.list() - assert len(sessions) == 0, "Sessions list is not empty" - - # create a session - session = client.sync.core.sessions.create() - - # kick off run - task_id = session.run_nowait("hitl_workflow") - - # send event - session.send_event( - ev=HumanResponseEvent(response="42"), - service_name="hitl_workflow", - task_id=task_id, - ) - - # get final result, polling to wait for workflow to finish after send event - final_result = None - while final_result is None: - final_result = session.get_task_result(task_id) - time.sleep(0.1) - assert final_result.result == "42", "The human's response is not consistent." - - # delete the session - client.sync.core.sessions.delete(session.id) - sessions = client.sync.core.sessions.list() - assert len(sessions) == 0, "Sessions list is not empty" - - -@pytest.mark.asyncio -async def test_run_client_async(services): - client = Client(timeout=10) - - # sanity check - sessions = await client.core.sessions.list() - assert len(sessions) == 0, "Sessions list is not empty" - - # create a session - session = await client.core.sessions.create() - - # kick off run - task_id = await session.run_nowait("hitl_workflow") - - # send event - await session.send_event( - ev=HumanResponseEvent(response="42"), - service_name="hitl_workflow", - task_id=task_id, - ) - - # get final result, polling to wait for workflow to finish after send event - final_result = None - while final_result is None: - final_result = await session.get_task_result(task_id) - await asyncio.sleep(0.1) - assert final_result.result == "42", "The human's response is not consistent." - - # delete the session - await client.core.sessions.delete(session.id) - sessions = await client.core.sessions.list() - assert len(sessions) == 0, "Sessions list is not empty" diff --git a/e2e_tests/basic_hitl/workflow.py b/e2e_tests/basic_hitl/workflow.py deleted file mode 100644 index 54e4df5..0000000 --- a/e2e_tests/basic_hitl/workflow.py +++ /dev/null @@ -1,17 +0,0 @@ -from workflows import Workflow, step -from workflows.events import ( - HumanResponseEvent, - InputRequiredEvent, - StartEvent, - StopEvent, -) - - -class HumanInTheLoopWorkflow(Workflow): - @step - async def step1(self, ev: StartEvent) -> InputRequiredEvent: - return InputRequiredEvent(prefix="Enter a number: ") - - @step - async def step2(self, ev: HumanResponseEvent) -> StopEvent: - return StopEvent(result=ev.response) diff --git a/e2e_tests/basic_session/__init__.py b/e2e_tests/basic_session/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/basic_session/conftest.py b/e2e_tests/basic_session/conftest.py deleted file mode 100644 index 82d6a9f..0000000 --- a/e2e_tests/basic_session/conftest.py +++ /dev/null @@ -1,36 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services import WorkflowServiceConfig - -from ..utils import deploy_workflow -from .workflow import SessionWorkflow - - -def run_async_workflow(): - asyncio.run( - deploy_workflow( - SessionWorkflow(timeout=10), - WorkflowServiceConfig( - host="127.0.0.1", - port=8002, - service_name="session_workflow", - ), - ControlPlaneConfig(), - ) - ) - - -@pytest.fixture -def workflow(core): - p = multiprocessing.Process(target=run_async_workflow) - p.start() - time.sleep(5) - - yield - - p.kill() diff --git a/e2e_tests/basic_session/test_run_client.py b/e2e_tests/basic_session/test_run_client.py deleted file mode 100644 index 377412f..0000000 --- a/e2e_tests/basic_session/test_run_client.py +++ /dev/null @@ -1,44 +0,0 @@ -import pytest - -from llama_deploy.client import Client - - -def test_run_client(workflow): - client = Client(timeout=10) - - # create session - session = client.sync.core.sessions.create() - - # test run with session - result = session.run("session_workflow") - assert result == "1" - - # run again - result = session.run("session_workflow") - assert result == "2" - - # create new session and run - session = client.sync.core.sessions.create() - result = session.run("session_workflow") - assert result == "1" - - -@pytest.mark.asyncio -async def test_run_client_async(workflow): - client = Client(timeout=10) - - # create session - session = await client.core.sessions.create() - - # run - result = await session.run("session_workflow") - assert result == "1" - - # run again - result = await session.run("session_workflow") - assert result == "2" - - # create new session and run - session = await client.core.sessions.create() - result = await session.run("session_workflow") - assert result == "1" diff --git a/e2e_tests/basic_session/workflow.py b/e2e_tests/basic_session/workflow.py deleted file mode 100644 index 3b40261..0000000 --- a/e2e_tests/basic_session/workflow.py +++ /dev/null @@ -1,16 +0,0 @@ -from llama_index.core.workflow import ( - Context, - Workflow, - StartEvent, - StopEvent, - step, -) - - -class SessionWorkflow(Workflow): - @step() - async def step_1(self, ctx: Context, ev: StartEvent) -> StopEvent: - cur_val = await ctx.get("count", default=0) - await ctx.set("count", cur_val + 1) - - return StopEvent(result=cur_val + 1) diff --git a/e2e_tests/basic_streaming/__init__.py b/e2e_tests/basic_streaming/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/basic_streaming/conftest.py b/e2e_tests/basic_streaming/conftest.py deleted file mode 100644 index 592bedc..0000000 --- a/e2e_tests/basic_streaming/conftest.py +++ /dev/null @@ -1,36 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services import WorkflowServiceConfig - -from ..utils import deploy_workflow -from .workflow import StreamingWorkflow - - -def run_async_workflow(): - asyncio.run( - deploy_workflow( - StreamingWorkflow(timeout=10), - WorkflowServiceConfig( - host="127.0.0.1", - port=8002, - service_name="streaming_workflow", - ), - ControlPlaneConfig(), - ) - ) - - -@pytest.fixture -def services(core): - p = multiprocessing.Process(target=run_async_workflow) - p.start() - time.sleep(5) - - yield - - p.kill() diff --git a/e2e_tests/basic_streaming/test_run_client.py b/e2e_tests/basic_streaming/test_run_client.py deleted file mode 100644 index 364dfa0..0000000 --- a/e2e_tests/basic_streaming/test_run_client.py +++ /dev/null @@ -1,55 +0,0 @@ -import pytest - -from llama_deploy.client import Client - - -def test_run_client(services): - client = Client(timeout=20) - - # sanity check - sessions = client.sync.core.sessions.list() - assert len(sessions) == 0, "Sessions list is not empty" - - # test streaming - session = client.sync.core.sessions.create() - - # kick off run - task_id = session.run_nowait("streaming_workflow", arg1="hello_world") - - progress_received = [] - for event in session.get_task_result_stream(task_id): - event_data = event.get("value", {}) - if "progress" in event_data: - progress_received.append(event_data.get("progress")) - assert progress_received == [0.3, 0.6, 0.9] - - # get final result - final_result = session.get_task_result(task_id) - assert final_result.result == "hello_world_result_result_result" # type: ignore - - # delete everything - client.sync.core.sessions.delete(session.id) - - -@pytest.mark.asyncio -async def test_run_client_async(services): - client = Client(timeout=20) - - # test streaming - session = await client.core.sessions.create() - - # kick off run - task_id = await session.run_nowait("streaming_workflow", arg1="hello_world") - - progress_received = [] - async for event in session.get_task_result_stream(task_id): - event_data = event.get("value", {}) - if "progress" in event_data: - progress_received.append(event_data.get("progress")) - assert progress_received == [0.3, 0.6, 0.9] - - final_result = await session.get_task_result(task_id) - assert final_result.result == "hello_world_result_result_result" # type: ignore - - # delete everything - await client.core.sessions.delete(session.id) diff --git a/e2e_tests/basic_streaming/workflow.py b/e2e_tests/basic_streaming/workflow.py deleted file mode 100644 index 9e94edf..0000000 --- a/e2e_tests/basic_streaming/workflow.py +++ /dev/null @@ -1,52 +0,0 @@ -from llama_index.core.workflow import ( - Context, - Event, - StartEvent, - StopEvent, - Workflow, - step, -) - - -class ProgressEvent(Event): - progress: float - - -class Step1(Event): - arg1: str - - -class Step2(Event): - arg1: str - - -class StreamingWorkflow(Workflow): - @step() - async def run_step_1(self, ctx: Context, ev: StartEvent) -> Step1: - arg1 = ev.get("arg1") - if not arg1: - raise ValueError("arg1 is required.") - - ctx.write_event_to_stream(ProgressEvent(progress=0.3)) - - return Step1(arg1=str(arg1) + "_result") - - @step() - async def run_step_2(self, ctx: Context, ev: Step1) -> Step2: - arg1 = ev.arg1 - if not arg1: - raise ValueError("arg1 is required.") - - ctx.write_event_to_stream(ProgressEvent(progress=0.6)) - - return Step2(arg1=str(arg1) + "_result") - - @step() - async def run_step_3(self, ctx: Context, ev: Step2) -> StopEvent: - arg1 = ev.arg1 - if not arg1: - raise ValueError("arg1 is required.") - - ctx.write_event_to_stream(ProgressEvent(progress=0.9)) - - return StopEvent(result=str(arg1) + "_result") diff --git a/e2e_tests/basic_workflow/__init__.py b/e2e_tests/basic_workflow/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/basic_workflow/conftest.py b/e2e_tests/basic_workflow/conftest.py deleted file mode 100644 index f789e31..0000000 --- a/e2e_tests/basic_workflow/conftest.py +++ /dev/null @@ -1,36 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services import WorkflowServiceConfig - -from ..utils import deploy_workflow -from .workflow import OuterWorkflow - - -def run_async_workflow(): - asyncio.run( - deploy_workflow( - OuterWorkflow(timeout=10), - WorkflowServiceConfig( - host="127.0.0.1", - port=8002, - service_name="outer", - ), - ControlPlaneConfig(), - ) - ) - - -@pytest.fixture -def workflow(core): - p = multiprocessing.Process(target=run_async_workflow) - p.start() - time.sleep(5) - - yield - - p.kill() diff --git a/e2e_tests/basic_workflow/test_run_client.py b/e2e_tests/basic_workflow/test_run_client.py deleted file mode 100644 index 58361c8..0000000 --- a/e2e_tests/basic_workflow/test_run_client.py +++ /dev/null @@ -1,60 +0,0 @@ -import pytest - -from llama_deploy.client import Client - - -def test_run_client(workflow): - client = Client(timeout=10) - - # test connections - assert len(client.sync.core.services.list()) == 1 - assert len(client.sync.core.sessions.list()) == 0 - - # test create session - session = client.sync.core.sessions.get_or_create("fake_session_id") - sessions = client.sync.core.sessions.list() - assert len(sessions) == 1 - assert sessions[0].id == session.id - - # test run with session - result = session.run("outer", arg1="hello_world") - assert result == "hello_world_result" - - # test number of tasks - tasks = session.get_tasks() - assert len(tasks) == 1 - assert tasks[0].service_id == "outer" - - # delete everything - client.sync.core.sessions.delete(session.id) - assert len(client.sync.core.sessions.list()) == 0 - - -@pytest.mark.asyncio -async def test_run_client_async(workflow): - client = Client(timeout=10) - - # test connections - assert len(await client.core.services.list()) == 1 - assert len(await client.core.sessions.list()) == 0 - - # test create session - session = await client.core.sessions.get_or_create("fake_session_id") - sessions = await client.core.sessions.list() - assert len(sessions) == 1, f"Expected 1 session, got {sessions}" - assert sessions[0].id == session.id - - # test run with session - result = await session.run("outer", arg1="hello_world") - assert result == "hello_world_result" - - # test number of tasks - tasks = await session.get_tasks() - assert len(tasks) == 1, f"Expected 1 task, got {len(tasks)} tasks" - assert ( - tasks[0].service_id == "outer" - ), f"Expected id to be 'outer', got {tasks[0].service_id}" - - # delete everything - await client.core.sessions.delete(session.id) - assert len(await client.core.sessions.list()) == 0 diff --git a/e2e_tests/basic_workflow/workflow.py b/e2e_tests/basic_workflow/workflow.py deleted file mode 100644 index 129eecf..0000000 --- a/e2e_tests/basic_workflow/workflow.py +++ /dev/null @@ -1,26 +0,0 @@ -from llama_index.core.workflow import ( - Context, - Event, - StartEvent, - StopEvent, - Workflow, - step, -) - - -class CustomEvent(Event): - pass - - -class OuterWorkflow(Workflow): - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> CustomEvent: - await ctx.set("arg1", ev.get("arg1")) - # ensure the collect_events system serializes correctly - ctx.collect_events(ev, [CustomEvent]) - return CustomEvent() - - @step - async def run_final_step(self, ctx: Context, ev: CustomEvent) -> StopEvent: - arg1 = await ctx.get("arg1") - return StopEvent(result=str(arg1) + "_result") diff --git a/e2e_tests/conftest.py b/e2e_tests/conftest.py deleted file mode 100644 index bb8c5a4..0000000 --- a/e2e_tests/conftest.py +++ /dev/null @@ -1,25 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.message_queues.simple import SimpleMessageQueueConfig - -from .utils import deploy_core - - -def run_async_core(): - asyncio.run(deploy_core(ControlPlaneConfig(), SimpleMessageQueueConfig())) - - -@pytest.fixture -def core(): - p = multiprocessing.Process(target=run_async_core) - p.start() - time.sleep(3) - - yield - - p.kill() diff --git a/e2e_tests/core/__init__.py b/e2e_tests/core/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/core/conftest.py b/e2e_tests/core/conftest.py deleted file mode 100644 index f675078..0000000 --- a/e2e_tests/core/conftest.py +++ /dev/null @@ -1,36 +0,0 @@ -import asyncio -import multiprocessing -import time - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services import WorkflowServiceConfig - -from ..utils import deploy_workflow -from .workflow import BasicWorkflow - - -def run_async_workflow(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10), - WorkflowServiceConfig( - host="127.0.0.1", - port=8002, - service_name="basic", - ), - ControlPlaneConfig(), - ) - ) - - -@pytest.fixture -def workflow(core): - p = multiprocessing.Process(target=run_async_workflow) - p.start() - time.sleep(5) - - yield - - p.kill() diff --git a/e2e_tests/core/test_services.py b/e2e_tests/core/test_services.py deleted file mode 100644 index 19658c6..0000000 --- a/e2e_tests/core/test_services.py +++ /dev/null @@ -1,73 +0,0 @@ -import asyncio -import multiprocessing - -import pytest - -from llama_deploy.client import Client -from llama_deploy.types.core import ServiceDefinition - -from .conftest import run_async_workflow - - -def test_services(workflow): - client = Client() - - services = client.sync.core.services - assert len(services.list()) == 1 - - services.deregister("basic") - assert len(services.items) == 0 - - new_s = services.register( - ServiceDefinition(service_name="another_basic", description="none") - ) - assert new_s.id == "another_basic" - assert len(services.items) == 1 - - -@pytest.mark.asyncio -async def test_services_async(workflow): - client = Client() - - assert len(await client.core.services.list()) == 1 - await client.core.services.deregister("basic") - assert len(await client.core.services.list()) == 0 - - new_s = await client.core.services.register( - ServiceDefinition(service_name="another_basic", description="none") - ) - assert new_s.id == "another_basic" - assert len(await client.core.services.list()) == 1 - - -@pytest.mark.asyncio -async def test_service_restart(core): - client = Client() - - # create workflow service in a separate process - p = multiprocessing.Process(target=run_async_workflow) - p.start() - await asyncio.sleep(5) - - # create session - session = await client.core.sessions.create() - - # run - result = await session.run("basic") - assert result == "n/a_result" - - # kill the service - p.kill() - p.join() - - # restart the service - p = multiprocessing.Process(target=run_async_workflow) - p.start() - await asyncio.sleep(5) - - # run again, same session - result = await session.run("basic") - assert result == "n/a_result" - - p.kill() - p.join() diff --git a/e2e_tests/core/workflow.py b/e2e_tests/core/workflow.py deleted file mode 100644 index c9b1056..0000000 --- a/e2e_tests/core/workflow.py +++ /dev/null @@ -1,8 +0,0 @@ -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -class BasicWorkflow(Workflow): - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - arg1 = ev.get("arg1", "n/a") - return StopEvent(result=str(arg1) + "_result") diff --git a/e2e_tests/message_queues/__init__.py b/e2e_tests/message_queues/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/message_queues/kafka/__init__.py b/e2e_tests/message_queues/kafka/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/message_queues/kafka/conftest.py b/e2e_tests/message_queues/kafka/conftest.py deleted file mode 100644 index 81574a2..0000000 --- a/e2e_tests/message_queues/kafka/conftest.py +++ /dev/null @@ -1,103 +0,0 @@ -import asyncio -import multiprocessing -import subprocess -import time -from pathlib import Path - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.message_queues import KafkaMessageQueue, KafkaMessageQueueConfig -from llama_deploy.services import WorkflowServiceConfig - -from ...utils import deploy_core, deploy_workflow -from .workflow import BasicWorkflow - - -@pytest.fixture(scope="package") -def kafka_service(): - compose_file = Path(__file__).resolve().parent / "docker-compose.yml" - proc = subprocess.Popen( - ["docker", "compose", "-f", f"{compose_file}", "up", "-d", "--wait"] - ) - proc.communicate() - yield - subprocess.Popen(["docker", "compose", "-f", f"{compose_file}", "down"]) - proc.communicate() - - -@pytest.fixture -def mq(kafka_service): - return KafkaMessageQueue(KafkaMessageQueueConfig()) - - -def run_workflow_one(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow one"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8003, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_one", port=8001), - ) - ) - - -def run_workflow_two(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow two"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8004, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_two", port=8002), - ) - ) - - -def run_core_one(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_one", port=8001), - KafkaMessageQueueConfig(), - ) - ) - - -def run_core_two(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_two", port=8002), - KafkaMessageQueueConfig(), - ) - ) - - -@pytest.fixture -def control_planes(kafka_service): - p1 = multiprocessing.Process(target=run_core_one) - p1.start() - time.sleep(2) - - p2 = multiprocessing.Process(target=run_core_two) - p2.start() - time.sleep(2) - - p3 = multiprocessing.Process(target=run_workflow_one) - p3.start() - time.sleep(2) - - p4 = multiprocessing.Process(target=run_workflow_two) - p4.start() - time.sleep(2) - - yield - - p1.terminate() - p2.terminate() - p3.terminate() - p4.terminate() diff --git a/e2e_tests/message_queues/kafka/docker-compose.yml b/e2e_tests/message_queues/kafka/docker-compose.yml deleted file mode 100644 index ddc4242..0000000 --- a/e2e_tests/message_queues/kafka/docker-compose.yml +++ /dev/null @@ -1,29 +0,0 @@ -services: - kafka: - image: apache/kafka:3.7.1 - ports: - - "9092:9092" - environment: - KAFKA_NODE_ID: 1 - KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: "CONTROLLER:PLAINTEXT,PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT" - KAFKA_ADVERTISED_LISTENERS: "PLAINTEXT_HOST://localhost:9092,PLAINTEXT://kafka:19092" - KAFKA_PROCESS_ROLES: "broker,controller" - KAFKA_CONTROLLER_QUORUM_VOTERS: "1@kafka:29093" - KAFKA_LISTENERS: "CONTROLLER://:29093,PLAINTEXT_HOST://:9092,PLAINTEXT://:19092" - KAFKA_INTER_BROKER_LISTENER_NAME: "PLAINTEXT" - KAFKA_CONTROLLER_LISTENER_NAMES: "CONTROLLER" - KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1 - KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS: 0 - KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: 1 - KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR: 1 - KAFKA_LOG_DIRS: "/tmp/kraft-combined-logs" - healthcheck: - test: - - CMD-SHELL - - -c - - | - nc -z localhost 9092 || exit -1 - start_period: 15s - interval: 30s - timeout: 10s - retries: 5 diff --git a/e2e_tests/message_queues/kafka/test_message_queue.py b/e2e_tests/message_queues/kafka/test_message_queue.py deleted file mode 100644 index 9e120f2..0000000 --- a/e2e_tests/message_queues/kafka/test_message_queue.py +++ /dev/null @@ -1,38 +0,0 @@ -import asyncio - -import pytest - -from llama_deploy.client import Client -from llama_deploy.types import QueueMessage - - -@pytest.mark.asyncio -async def test_roundtrip(mq): - # produce a message - test_message = QueueMessage(type="test_message", data={"message": "this is a test"}) - await mq.publish(test_message, topic="test") - - await asyncio.sleep(0) - - async for m in mq.get_messages("test"): - assert m == test_message - break - - # Give time for shutting down kafka consumer - await asyncio.sleep(1) - - -@pytest.mark.asyncio -async def test_multiple_control_planes(control_planes): - c1 = Client(control_plane_url="http://localhost:8001") - c2 = Client(control_plane_url="http://localhost:8002") - - session = await c1.core.sessions.create() - r1 = await session.run("basic", arg="Hello One!") - await c1.core.sessions.delete(session.id) - assert r1 == "Workflow one received Hello One!" - - session = await c2.core.sessions.create() - r2 = await session.run("basic", arg="Hello Two!") - await c2.core.sessions.delete(session.id) - assert r2 == "Workflow two received Hello Two!" diff --git a/e2e_tests/message_queues/kafka/workflow.py b/e2e_tests/message_queues/kafka/workflow.py deleted file mode 100644 index cf3d863..0000000 --- a/e2e_tests/message_queues/kafka/workflow.py +++ /dev/null @@ -1,12 +0,0 @@ -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -class BasicWorkflow(Workflow): - def __init__(self, *args, **kwargs): - self._name = kwargs.pop("name") - super().__init__(*args, **kwargs) - - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - received = ev.get("arg") - return StopEvent(result=f"{self._name} received {received}") diff --git a/e2e_tests/message_queues/rabbitmq/__init__.py b/e2e_tests/message_queues/rabbitmq/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/message_queues/rabbitmq/conftest.py b/e2e_tests/message_queues/rabbitmq/conftest.py deleted file mode 100644 index ad694df..0000000 --- a/e2e_tests/message_queues/rabbitmq/conftest.py +++ /dev/null @@ -1,103 +0,0 @@ -import asyncio -import multiprocessing -import subprocess -import time -from pathlib import Path - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.message_queues import RabbitMQMessageQueue, RabbitMQMessageQueueConfig -from llama_deploy.services import WorkflowServiceConfig - -from ...utils import deploy_core, deploy_workflow -from .workflow import BasicWorkflow - - -@pytest.fixture(scope="session") -def rabbitmq_service(): - compose_file = Path(__file__).resolve().parent / "docker-compose.yml" - proc = subprocess.Popen( - ["docker", "compose", "-f", f"{compose_file}", "up", "-d", "--wait"] - ) - proc.communicate() - yield - subprocess.Popen(["docker", "compose", "-f", f"{compose_file}", "down"]) - proc.communicate() - - -@pytest.fixture -def mq(rabbitmq_service): - return RabbitMQMessageQueue(RabbitMQMessageQueueConfig()) - - -def run_workflow_one(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow one"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8003, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_one", port=8001), - ) - ) - - -def run_workflow_two(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow two"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8004, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_two", port=8002), - ) - ) - - -def run_core_one(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_one", port=8001), - RabbitMQMessageQueueConfig(), - ) - ) - - -def run_core_two(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_two", port=8002), - RabbitMQMessageQueueConfig(), - ) - ) - - -@pytest.fixture -def control_planes(rabbitmq_service): - p1 = multiprocessing.Process(target=run_core_one) - p1.start() - - p2 = multiprocessing.Process(target=run_core_two) - p2.start() - - time.sleep(3) - - p3 = multiprocessing.Process(target=run_workflow_one) - p3.start() - - p4 = multiprocessing.Process(target=run_workflow_two) - p4.start() - - time.sleep(3) - - yield - - p1.terminate() - p2.terminate() - p3.terminate() - p4.terminate() diff --git a/e2e_tests/message_queues/rabbitmq/docker-compose.yml b/e2e_tests/message_queues/rabbitmq/docker-compose.yml deleted file mode 100644 index 03755ac..0000000 --- a/e2e_tests/message_queues/rabbitmq/docker-compose.yml +++ /dev/null @@ -1,17 +0,0 @@ -services: - rabbitmq: - image: rabbitmq:3-management-alpine - hostname: "rabbitmq" - ports: - - "5672:5672" - - "15672:15672" - healthcheck: - test: - - CMD-SHELL - - -c - - | - rabbitmq-diagnostics -q check_running - rabbitmq-diagnostics -q check_port_connectivity - interval: 5s - timeout: 3s - retries: 5 diff --git a/e2e_tests/message_queues/rabbitmq/test_message_queue.py b/e2e_tests/message_queues/rabbitmq/test_message_queue.py deleted file mode 100644 index 005d1cc..0000000 --- a/e2e_tests/message_queues/rabbitmq/test_message_queue.py +++ /dev/null @@ -1,39 +0,0 @@ -import asyncio - -import pytest - -from llama_deploy.client import Client -from llama_deploy.types import QueueMessage - - -@pytest.mark.asyncio -async def test_roundtrip(mq): - async def consume(): - async for m in mq.get_messages("test"): - return m - - t = asyncio.create_task(consume()) - await asyncio.sleep(1) - - test_message = QueueMessage(type="test_message", data={"message": "this is a test"}) - await mq.publish(test_message, topic="test") - - result = await t - assert result == test_message - await asyncio.sleep(1) - - -@pytest.mark.asyncio -async def test_multiple_control_planes(control_planes): - c1 = Client(control_plane_url="http://localhost:8001") - c2 = Client(control_plane_url="http://localhost:8002") - - session = await c1.core.sessions.create() - r1 = await session.run("basic", arg="Hello One!") - await c1.core.sessions.delete(session.id) - assert r1 == "Workflow one received Hello One!" - - session = await c2.core.sessions.create() - r2 = await session.run("basic", arg="Hello Two!") - await c2.core.sessions.delete(session.id) - assert r2 == "Workflow two received Hello Two!" diff --git a/e2e_tests/message_queues/rabbitmq/workflow.py b/e2e_tests/message_queues/rabbitmq/workflow.py deleted file mode 100644 index cf3d863..0000000 --- a/e2e_tests/message_queues/rabbitmq/workflow.py +++ /dev/null @@ -1,12 +0,0 @@ -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -class BasicWorkflow(Workflow): - def __init__(self, *args, **kwargs): - self._name = kwargs.pop("name") - super().__init__(*args, **kwargs) - - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - received = ev.get("arg") - return StopEvent(result=f"{self._name} received {received}") diff --git a/e2e_tests/message_queues/redis/__init__.py b/e2e_tests/message_queues/redis/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/message_queues/redis/conftest.py b/e2e_tests/message_queues/redis/conftest.py deleted file mode 100644 index 2a546d5..0000000 --- a/e2e_tests/message_queues/redis/conftest.py +++ /dev/null @@ -1,106 +0,0 @@ -import asyncio -import multiprocessing -import subprocess -import time -from pathlib import Path - -import pytest -import pytest_asyncio - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.message_queues import RedisMessageQueue, RedisMessageQueueConfig -from llama_deploy.services import WorkflowServiceConfig - -from ...utils import deploy_core, deploy_workflow -from .workflow import BasicWorkflow - - -@pytest.fixture(scope="session") -def redis_service(): - compose_file = Path(__file__).resolve().parent / "docker-compose.yml" - proc = subprocess.Popen( - ["docker", "compose", "-f", f"{compose_file}", "up", "-d", "--wait"] - ) - proc.communicate() - yield - subprocess.Popen(["docker", "compose", "-f", f"{compose_file}", "down"]) - proc.communicate() - - -@pytest_asyncio.fixture() -async def mq(redis_service): - mq = RedisMessageQueue() - yield mq - await mq.cleanup() - - -def run_workflow_one(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow one"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8003, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_one", port=8001), - ) - ) - - -def run_workflow_two(): - asyncio.run( - deploy_workflow( - BasicWorkflow(timeout=10, name="Workflow two"), - WorkflowServiceConfig( - host="127.0.0.1", - port=8004, - service_name="basic", - ), - ControlPlaneConfig(topic_namespace="core_two", port=8002), - ) - ) - - -def run_core_one(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_one", port=8001), - RedisMessageQueueConfig(), - ) - ) - - -def run_core_two(): - asyncio.run( - deploy_core( - ControlPlaneConfig(topic_namespace="core_two", port=8002), - RedisMessageQueueConfig(), - ) - ) - - -@pytest.fixture -def control_planes(redis_service): - p1 = multiprocessing.Process(target=run_core_one) - p1.start() - - p2 = multiprocessing.Process(target=run_core_two) - p2.start() - - time.sleep(3) - - p3 = multiprocessing.Process(target=run_workflow_one) - p3.start() - - p4 = multiprocessing.Process(target=run_workflow_two) - p4.start() - - time.sleep(3) - - yield - - p1.terminate() - p2.terminate() - p3.terminate() - p4.terminate() diff --git a/e2e_tests/message_queues/redis/docker-compose.yml b/e2e_tests/message_queues/redis/docker-compose.yml deleted file mode 100644 index 3212bf8..0000000 --- a/e2e_tests/message_queues/redis/docker-compose.yml +++ /dev/null @@ -1,15 +0,0 @@ -services: - redis: - image: redis:latest - hostname: redis - ports: - - "6379:6379" - healthcheck: - test: - - CMD-SHELL - - -c - - | - redis-cli --raw incr ping - interval: 5s - timeout: 3s - retries: 5 diff --git a/e2e_tests/message_queues/redis/test_message_queue.py b/e2e_tests/message_queues/redis/test_message_queue.py deleted file mode 100644 index a9e0b15..0000000 --- a/e2e_tests/message_queues/redis/test_message_queue.py +++ /dev/null @@ -1,41 +0,0 @@ -import asyncio - -import pytest - -from llama_deploy.client import Client -from llama_deploy.message_queues.redis import RedisMessageQueue -from llama_deploy.types import QueueMessage - - -@pytest.mark.asyncio -async def test_roundtrip(mq: RedisMessageQueue): - # Redis pubsub has no persistence, we need to start the subscriber - # before publishing - async def consume(): - async for m in mq.get_messages("test"): - return m - - t = asyncio.create_task(consume()) - await asyncio.sleep(1) - - test_message = QueueMessage(type="test_message", data={"message": "this is a test"}) - await mq.publish(test_message, topic="test") - - result = await t - assert result == test_message - - -@pytest.mark.asyncio -async def test_multiple_control_planes(control_planes): - c1 = Client(control_plane_url="http://localhost:8001") - c2 = Client(control_plane_url="http://localhost:8002") - - session = await c1.core.sessions.create() - r1 = await session.run("basic", arg="Hello One!") - await c1.core.sessions.delete(session.id) - assert r1 == "Workflow one received Hello One!" - - session = await c2.core.sessions.create() - r2 = await session.run("basic", arg="Hello Two!") - await c2.core.sessions.delete(session.id) - assert r2 == "Workflow two received Hello Two!" diff --git a/e2e_tests/message_queues/redis/workflow.py b/e2e_tests/message_queues/redis/workflow.py deleted file mode 100644 index cf3d863..0000000 --- a/e2e_tests/message_queues/redis/workflow.py +++ /dev/null @@ -1,12 +0,0 @@ -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -class BasicWorkflow(Workflow): - def __init__(self, *args, **kwargs): - self._name = kwargs.pop("name") - super().__init__(*args, **kwargs) - - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - received = ev.get("arg") - return StopEvent(result=f"{self._name} received {received}") diff --git a/e2e_tests/message_queues/simple/__init__.py b/e2e_tests/message_queues/simple/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/e2e_tests/message_queues/simple/conftest.py b/e2e_tests/message_queues/simple/conftest.py deleted file mode 100644 index a5ba1db..0000000 --- a/e2e_tests/message_queues/simple/conftest.py +++ /dev/null @@ -1,28 +0,0 @@ -import asyncio - -import pytest -import pytest_asyncio - -from llama_deploy.message_queues.simple import ( - SimpleMessageQueue, - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) - - -@pytest_asyncio.fixture() -async def simple_server(): - queue = SimpleMessageQueueServer(SimpleMessageQueueConfig(port=8009)) - t = asyncio.create_task(queue.launch_server()) - # let message queue boot up - await asyncio.sleep(1) - - yield - - t.cancel() - await t - - -@pytest.fixture -def mq(simple_server): - return SimpleMessageQueue(SimpleMessageQueueConfig(port=8009)) diff --git a/e2e_tests/message_queues/simple/test_message_queue.py b/e2e_tests/message_queues/simple/test_message_queue.py deleted file mode 100644 index 7664aa4..0000000 --- a/e2e_tests/message_queues/simple/test_message_queue.py +++ /dev/null @@ -1,19 +0,0 @@ -import asyncio - -import pytest - -from llama_deploy.message_queues import SimpleMessageQueue -from llama_deploy.types import QueueMessage - - -@pytest.mark.asyncio -async def test_roundtrip(mq: SimpleMessageQueue): - # produce a message - test_message = QueueMessage(type="test_message", data={"message": "this is a test"}) - await mq.publish(test_message, topic="test") - - await asyncio.sleep(0) - - async for m in mq.get_messages("test"): - assert m == test_message - break diff --git a/e2e_tests/message_queues/simple/test_server.py b/e2e_tests/message_queues/simple/test_server.py deleted file mode 100644 index 3b12c0a..0000000 --- a/e2e_tests/message_queues/simple/test_server.py +++ /dev/null @@ -1,21 +0,0 @@ -import asyncio - -import pytest - -from llama_deploy.message_queues import ( - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) - - -@pytest.mark.asyncio -async def test_cancel_launch_server(): - mq = SimpleMessageQueueServer(SimpleMessageQueueConfig(port=8009)) - t = asyncio.create_task(mq.launch_server()) - - # Make sure the queue starts - await asyncio.sleep(1) - - # Cancel - t.cancel() - await t diff --git a/e2e_tests/utils.py b/e2e_tests/utils.py deleted file mode 100644 index 354d4ea..0000000 --- a/e2e_tests/utils.py +++ /dev/null @@ -1,157 +0,0 @@ -import asyncio - -import httpx -from llama_index.core.workflow import Workflow -from pydantic_settings import BaseSettings - -from llama_deploy.control_plane.server import ControlPlaneConfig, ControlPlaneServer -from llama_deploy.message_queues import ( - AbstractMessageQueue, - KafkaMessageQueue, - KafkaMessageQueueConfig, - RabbitMQMessageQueue, - RabbitMQMessageQueueConfig, - RedisMessageQueue, - RedisMessageQueueConfig, - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) -from llama_deploy.message_queues.simple import SimpleMessageQueue -from llama_deploy.services.network_service_manager import NetworkServiceManager -from llama_deploy.services.workflow import WorkflowService, WorkflowServiceConfig - -DEFAULT_TIMEOUT = 120.0 - - -def _get_message_queue_config(config_dict: dict) -> BaseSettings: - key = next(iter(config_dict.keys())) - if key == SimpleMessageQueueConfig.__name__: - return SimpleMessageQueueConfig(**config_dict[key]) - elif key == KafkaMessageQueueConfig.__name__: - return KafkaMessageQueueConfig(**config_dict[key]) - elif key == RabbitMQMessageQueueConfig.__name__: - return RabbitMQMessageQueueConfig(**config_dict[key]) - elif key == RedisMessageQueueConfig.__name__: - return RedisMessageQueueConfig(**config_dict[key]) - else: - raise ValueError(f"Unknown message queue: {key}") - - -def _get_message_queue_client(config: BaseSettings) -> AbstractMessageQueue: - if isinstance(config, SimpleMessageQueueConfig): - return SimpleMessageQueue(config) - elif isinstance(config, KafkaMessageQueueConfig): - return KafkaMessageQueue(config) - elif isinstance(config, RabbitMQMessageQueueConfig): - return RabbitMQMessageQueue(config) - elif isinstance(config, RedisMessageQueueConfig): - return RedisMessageQueue(config) - else: - raise ValueError(f"Invalid message queue config: {config}") - - -async def deploy_core( - control_plane_config: ControlPlaneConfig | None = None, - message_queue_config: BaseSettings | None = None, - disable_message_queue: bool = False, - disable_control_plane: bool = False, -) -> None: - """ - Deploy the core components of the llama_deploy system. - - This function sets up and launches the message queue, control plane, and orchestrator. - It handles the initialization and connection of these core components. - - Args: - control_plane_config (Optional[ControlPlaneConfig]): Configuration for the control plane. - message_queue_config (Optional[BaseSettings]): Configuration for the message queue. Defaults to a local SimpleMessageQueue. - disable_message_queue (bool): Whether to disable deploying the message queue. Defaults to False. - disable_control_plane (bool): Whether to disable deploying the control plane. Defaults to False. - - Raises: - ValueError: If an unknown message queue type is specified in the config. - Exception: If any of the launched tasks encounter an error. - """ - control_plane_config = control_plane_config or ControlPlaneConfig() - message_queue_config = message_queue_config or SimpleMessageQueueConfig() - - tasks = [] - - message_queue_client = _get_message_queue_client(message_queue_config) - # If needed, start the SimpleMessageQueueServer - if ( - isinstance(message_queue_config, SimpleMessageQueueConfig) - and not disable_message_queue - ): - queue = SimpleMessageQueueServer(message_queue_config) - tasks.append(asyncio.create_task(queue.launch_server())) - # let message queue boot up - await asyncio.sleep(2) - - if not disable_control_plane: - control_plane = ControlPlaneServer( - message_queue_client, config=control_plane_config - ) - tasks.append(asyncio.create_task(control_plane.launch_server())) - # let service spin up - await asyncio.sleep(4) - - # let things run - try: - await asyncio.gather(*tasks) - except (Exception, asyncio.CancelledError): - await message_queue_client.cleanup() - for task in tasks: - if not task.done(): - task.cancel() - - await asyncio.gather(*tasks, return_exceptions=True) - - -async def deploy_workflow( - workflow: Workflow, - workflow_config: WorkflowServiceConfig, - control_plane_config: ControlPlaneConfig | None = None, -) -> None: - """ - Deploy a workflow as a service within the llama_deploy system. - - This function sets up a workflow as a service, connects it to the message queue, - and registers it with the control plane. - - Args: - workflow (Workflow): The workflow to be deployed as a service. - workflow_config (WorkflowServiceConfig): Configuration for the workflow service. - control_plane_config (Optional[ControlPlaneConfig]): Configuration for the control plane. - - Raises: - httpx.HTTPError: If there's an error communicating with the control plane. - ValueError: If an invalid message queue config is encountered. - Exception: If any of the launched tasks encounter an error. - """ - control_plane_config = control_plane_config or ControlPlaneConfig() - control_plane_url = control_plane_config.url - - async with httpx.AsyncClient() as client: - response = await client.get(f"{control_plane_url}/queue_config") - queue_config_dict = response.json() - - message_queue_config = _get_message_queue_config(queue_config_dict) - message_queue_client = _get_message_queue_client(message_queue_config) - - # override the service manager, while maintaining dict of existing services - workflow._service_manager = NetworkServiceManager( - workflow._service_manager._services - ) - - service = WorkflowService( - workflow=workflow, - message_queue=message_queue_client, - config=workflow_config, - ) - - # register to control plane - await service.register_to_control_plane(control_plane_url) - await asyncio.sleep(1) - - await service.launch_server() diff --git a/examples/google_cloud_run/src/workflow.py b/examples/google_cloud_run/src/workflow.py index 88f2e97..b27749e 100644 --- a/examples/google_cloud_run/src/workflow.py +++ b/examples/google_cloud_run/src/workflow.py @@ -1,6 +1,7 @@ import asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent # create a dummy workflow diff --git a/examples/llamacloud/google_drive/README.md b/examples/llamacloud/google_drive/README.md index 1511b67..46eb118 100644 --- a/examples/llamacloud/google_drive/README.md +++ b/examples/llamacloud/google_drive/README.md @@ -115,7 +115,7 @@ services: ``` The YAML code above defines the deployment that LlamaDeploy will create and run as a service. As you can -see, this deployment has a name, some configuration for the control plane and one service to wrap our workflow. The +see, this deployment has a name and one service to wrap our workflow. The service will look for a Python variable named `llamacloud_workflow` in a Python module named `workflow` and run the workflow. At this point we have all we need to run this deployment. Ideally, we would have the API server already running diff --git a/examples/llamacloud/google_drive/src/setup_pipeline.py b/examples/llamacloud/google_drive/src/setup_pipeline.py index b6fd1dc..149ea05 100644 --- a/examples/llamacloud/google_drive/src/setup_pipeline.py +++ b/examples/llamacloud/google_drive/src/setup_pipeline.py @@ -1,9 +1,10 @@ -import json -import asyncio import argparse +import asyncio +import json +import os from dataclasses import dataclass -from typing import Dict, Any from pathlib import Path +from typing import Any, Dict from llama_cloud.client import LlamaCloud from llama_cloud.types import ( @@ -11,15 +12,8 @@ from llama_cloud.types import ( ConfigurableDataSourceNames, DataSourceCreate, ) -from llama_index.core.workflow import ( - Event, - StartEvent, - StopEvent, - Workflow, - step, -) - -import os +from workflows import Workflow, step +from workflows.events import Event, StartEvent, StopEvent @dataclass diff --git a/examples/llamacloud/google_drive/src/workflow.py b/examples/llamacloud/google_drive/src/workflow.py index c60e0dd..b7681c3 100644 --- a/examples/llamacloud/google_drive/src/workflow.py +++ b/examples/llamacloud/google_drive/src/workflow.py @@ -1,11 +1,12 @@ import asyncio -from pathlib import Path -import yaml from dataclasses import dataclass +from pathlib import Path import nest_asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step +import yaml from llama_index.indices.managed.llama_cloud import LlamaCloudIndex +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent # Apply nest_asyncio at the start nest_asyncio.apply() diff --git a/examples/python_dependencies/workflow.py b/examples/python_dependencies/workflow.py index 9c5b7f2..e4b83a4 100644 --- a/examples/python_dependencies/workflow.py +++ b/examples/python_dependencies/workflow.py @@ -1,9 +1,10 @@ import asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step -from pyfiglet import Figlet from cowpy import cow from fortune import fortune +from pyfiglet import Figlet +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent # create a dummy workflow diff --git a/examples/python_fullstack/README.md b/examples/python_fullstack/README.md index a6b160a..72f3192 100644 --- a/examples/python_fullstack/README.md +++ b/examples/python_fullstack/README.md @@ -34,7 +34,6 @@ Let's walk through the important files and folders: The application relies on different components: -- A Redis instance used by the LlamaDeploy message queue - A Qdrant instance used by the RAG workflow - A LlamaDeploy API server instance managing the deployment - The Reflex application serving the UI at http://localhost:3000 diff --git a/examples/python_fullstack/docker-compose.yml b/examples/python_fullstack/docker-compose.yml index aedd95d..8544425 100644 --- a/examples/python_fullstack/docker-compose.yml +++ b/examples/python_fullstack/docker-compose.yml @@ -8,18 +8,6 @@ services: volumes: - qdrant_data:/qdrant/storage - redis: - # LlamaDeploy message queue - image: redis:latest - hostname: redis - ports: - - "6379:6379" - healthcheck: - test: redis-cli --raw incr ping - interval: 5s - timeout: 3s - retries: 5 - apiserver: # LlamaDeploy API server, will run the workflows image: llamaindex/llama-deploy:main diff --git a/examples/python_fullstack/workflows/agent_workflow.py b/examples/python_fullstack/workflows/agent_workflow.py index 54fe9b4..2213c7a 100644 --- a/examples/python_fullstack/workflows/agent_workflow.py +++ b/examples/python_fullstack/workflows/agent_workflow.py @@ -4,16 +4,11 @@ from typing import List from llama_index.core.llms import ChatMessage from llama_index.core.memory import ChatMemoryBuffer from llama_index.core.tools import FunctionTool -from llama_index.core.workflow import ( - Context, - Event, - StartEvent, - StopEvent, - Workflow, - step, -) from llama_index.llms.openai import OpenAI +from workflows import Context, Workflow, step +from workflows.events import Event, StartEvent, StopEvent + from .rag_workflow import RAGWorkflow logger = getLogger(__name__) diff --git a/examples/python_fullstack/workflows/rag_workflow.py b/examples/python_fullstack/workflows/rag_workflow.py index db4d111..67e08cc 100644 --- a/examples/python_fullstack/workflows/rag_workflow.py +++ b/examples/python_fullstack/workflows/rag_workflow.py @@ -6,20 +6,15 @@ from llama_index.core import SimpleDirectoryReader, VectorStoreIndex from llama_index.core.node_parser import SemanticSplitterNodeParser, SentenceSplitter from llama_index.core.response_synthesizers import CompactAndRefine from llama_index.core.schema import NodeWithScore -from llama_index.core.workflow import ( - Context, - Event, - StartEvent, - StopEvent, - Workflow, - step, -) from llama_index.embeddings.openai import OpenAIEmbedding from llama_index.llms.openai import OpenAI from llama_index.postprocessor.rankgpt_rerank import RankGPTRerank from llama_index.vector_stores.qdrant import QdrantVectorStore from qdrant_client import AsyncQdrantClient, QdrantClient +from workflows import Context, Workflow, step +from workflows.events import Event, StartEvent, StopEvent + logger = getLogger(__name__) diff --git a/examples/quick_start/README.md b/examples/quick_start/README.md index 6ed837b..abe238c 100644 --- a/examples/quick_start/README.md +++ b/examples/quick_start/README.md @@ -7,7 +7,8 @@ The `src` folder contains a `workflow.py` file defining a trivial workflow: ```python import asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step +from workflows import Context, Workflow, step +from workflows.events import Event, StartEvent, StopEvent class EchoWorkflow(Workflow): @@ -61,7 +62,7 @@ ui: ``` The YAML code above defines the deployment that LlamaDeploy will create and run as a service. As you can -see, this deployment has a name, some configuration for the control plane and one service to wrap our workflow. The +see, this deployment has a name and one service to wrap our workflow. The service will look for a Python variable named `echo_workflow` in a Python module named `workflow` and run the workflow. This example includes a Next.js-based UI interface that allows you to interact with your deployment through a web browser. diff --git a/examples/quick_start/src/workflow.py b/examples/quick_start/src/workflow.py index 88f2e97..b27749e 100644 --- a/examples/quick_start/src/workflow.py +++ b/examples/quick_start/src/workflow.py @@ -1,6 +1,7 @@ import asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent # create a dummy workflow diff --git a/examples/redis_message_queue/README.md b/examples/redis_message_queue/README.md deleted file mode 100644 index aa1c0a0..0000000 --- a/examples/redis_message_queue/README.md +++ /dev/null @@ -1,80 +0,0 @@ -# Using Redis as Message Queue provider - -> [!NOTE] -> This example is mostly based on the [Quick Start](../quick_start/README.md), see there for more details. - -We'll be deploying a simple workflow on a container running LlamaDeploy using Redis as the message queue -provider. The Redis container will be started in a different container using Docker Compose. - -This is the code defining our deployment, with comments to the relevant bits: - -```yaml -name: RedisMessageQueue - -control-plane: - port: 8000 - -message-queue: - type: redis - # what follows depends on what's in the docker compose file - host: redis - port: 6379 - -default-service: counter_workflow_service - -services: - counter_workflow_service: - name: Counter Workflow - source: - type: local - name: . - path: workflow:counter_workflow -``` - -Note how we the deployment file contains the `message-queue` key to instruct LlamaDeploy to use -Redis as the message queue provider. - -Before starting the containers, two things to note about how LlamaDeploy is configured: - -- We mount our application, consisting of the `deployment.yml` file and a Python -module `workflow.py` containing the LlamaIndex code implementing the workflow, under the path -`/opt/app` inside the container -- We set the `LLAMA_DEPLOY_APISERVER_RC_PATH` environment variable so that when LlamaDeploy -starts, it will look under the `/opt/app` folder for deployments to create automatically. - -We can now start the Docker containers using Compose: - -``` -$ docker compose up -d -``` - -When the containers are up and running, we can use `llamactl` from our local host to -interact with the deployment: - -``` -$ llamactl status -LlamaDeploy is up and running. - -Active deployments: -- RedisMessageQueue -``` - -Our workflow is now part of the `RedisMessageQueue` deployment and ready to serve requests! Since we want to persist -a counter across workflow runs, first we manually create a session: - -``` -$ llamactl sessions create -d RedisMessageQueue -session_id='' task_ids=[] state={} -``` - -Then we run the workflow multiple times, always using the same session we created in the previous step: - -``` -$ lamactl run --deployment RedisMessageQueue --arg amount 3 -i -Current balance: 3.0 -$ lamactl run --deployment RedisMessageQueue --arg amount 3 -i -Current balance: 3.5 -``` - -_Note_: If you have multiple replicas of the workflow and control plane and only want one replica to process messages, -set `REDIS_EXCLUSIVE_MODE` to true. diff --git a/examples/redis_message_queue/docker-compose.yml b/examples/redis_message_queue/docker-compose.yml deleted file mode 100644 index 63009b3..0000000 --- a/examples/redis_message_queue/docker-compose.yml +++ /dev/null @@ -1,38 +0,0 @@ -services: - redis: - # Use as KV store - image: redis:latest - hostname: redis - ports: - - "6379:6379" - healthcheck: - test: - - CMD-SHELL - - -c - - | - redis-cli --raw incr ping - interval: 5s - timeout: 3s - retries: 5 - - apiserver: - image: llamaindex/llama-deploy:main - hostname: apiserver - ports: - - "4501:4501" - environment: - LLAMA_DEPLOY_APISERVER_RC_PATH: /opt/app/ - depends_on: - redis: - condition: service_healthy - healthcheck: - test: - - CMD-SHELL - - -c - - llamactl status - interval: 5s - timeout: 3s - retries: 5 - volumes: - - ./src:/opt/app - working_dir: /opt/app diff --git a/examples/redis_message_queue/src/deployment.yml b/examples/redis_message_queue/src/deployment.yml deleted file mode 100644 index dcd2d07..0000000 --- a/examples/redis_message_queue/src/deployment.yml +++ /dev/null @@ -1,20 +0,0 @@ -name: RedisMessageQueue - -control-plane: - port: 8000 - -message-queue: - type: redis - # what follows depends on what's in the docker compose file - host: redis - port: 6379 - -default-service: counter_workflow_service - -services: - counter_workflow_service: - name: Counter Workflow - source: - type: local - name: . - path: workflow:counter_workflow diff --git a/examples/redis_message_queue/src/workflow.py b/examples/redis_message_queue/src/workflow.py deleted file mode 100644 index c32827f..0000000 --- a/examples/redis_message_queue/src/workflow.py +++ /dev/null @@ -1,26 +0,0 @@ -import asyncio - -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -# create a dummy workflow -class CounterWorkflow(Workflow): - """A dummy workflow with only one step sending back the input given.""" - - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - amount = float(ev.get("amount", 0.0)) - total = await ctx.get("total", 0.0) + amount - await ctx.set("total", total) - return StopEvent(result=f"Current balance: {total}") - - -counter_workflow = CounterWorkflow() - - -async def main(): - print(await counter_workflow.run(message=10.0)) - - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/examples/redis_state_store/README.md b/examples/redis_state_store/README.md deleted file mode 100644 index f4efa4d..0000000 --- a/examples/redis_state_store/README.md +++ /dev/null @@ -1,79 +0,0 @@ -# Using Redis as State Store - -> [!NOTE] -> This example is mostly based on the [Quick Start](../quick_start/README.md), see there for more details. - -We'll be deploying a simple workflow on a local instance of LlamaDeploy using Redis as a scalable storage for the -global state. See [the Control Plane documentation](https://docs.llamaindex.ai/en/stable/module_guides/llama_deploy/20_core_components/#control-plane) -for an overview of what the global state consists of and when the default storage might not be enough. - -Before starting LlamaDeploy, use Docker compose to start the Redis container and run it in the background: - -``` -$ docker compose up -d -``` - -Make sure to install the package to support the Redis KV store in the virtual environment where we'll run LlamaDeploy: - -``` -$ pip install -r requirements.txt -``` - -This is the code defining our deployment, with comments to the relevant bits: - -```yaml -name: RedisStateStore - -control-plane: - port: 8000 - # Here we tell the Control Plane to use Redis - state_store_uri: redis://localhost:6379 - -default-service: counter_workflow_service - -services: - counter_workflow_service: - name: Counter Workflow - source: - type: local - name: src - path: workflow:counter_workflow -``` - -Note how we provide a connection URI for Redis in the `state_store_uri` field of the control plane configuration. - -At this point we have all we need to run this deployment. Ideally, we would have the API server already running -somewhere in the cloud, but to get started let's start an instance locally. Run the following python script -from a shell: - -``` -$ python -m llama_deploy.apiserver -INFO: Started server process [10842] -INFO: Waiting for application startup. -INFO: Application startup complete. -INFO: Uvicorn running on http://0.0.0.0:4501 (Press CTRL+C to quit) -``` - -From another shell, use the CLI, `llamactl`, to create the deployment: - -``` -$ llamactl deploy redis_store.yml -Deployment successful: RedisStateStore -``` - -Our workflow is now part of the `RedisStateStore` deployment and ready to serve requests! Since we want to persist -a counter across workflow runs, first we manually create a session: - -``` -$ llamactl sessions create -d RedisStateStore -session_id='' task_ids=[] state={} -``` - -Then we run the workflow multiple times, always using the same session we created in the previous step: - -``` -$ lamactl run --deployment RedisStateStore --arg amount 3 -i -Current balance: 3.0 -$ lamactl run --deployment RedisStateStore --arg amount 3 -i -Current balance: 3.5 -``` diff --git a/examples/redis_state_store/docker-compose.yml b/examples/redis_state_store/docker-compose.yml deleted file mode 100644 index 7fa9ea5..0000000 --- a/examples/redis_state_store/docker-compose.yml +++ /dev/null @@ -1,12 +0,0 @@ -services: - redis: - # Use as KV store - image: redis:latest - hostname: redis - ports: - - "6379:6379" - healthcheck: - test: redis-cli --raw incr ping - interval: 5s - timeout: 3s - retries: 5 diff --git a/examples/redis_state_store/redis_store.yml b/examples/redis_state_store/redis_store.yml deleted file mode 100644 index 763e549..0000000 --- a/examples/redis_state_store/redis_store.yml +++ /dev/null @@ -1,15 +0,0 @@ -name: RedisStateStore - -control-plane: - port: 8000 - state_store_uri: redis://localhost:6379 - -default-service: counter_workflow_service - -services: - counter_workflow_service: - name: Counter Workflow - source: - type: local - name: src - path: workflow:counter_workflow diff --git a/examples/redis_state_store/requirements.txt b/examples/redis_state_store/requirements.txt deleted file mode 100644 index 05f7668..0000000 --- a/examples/redis_state_store/requirements.txt +++ /dev/null @@ -1 +0,0 @@ -llama-index-storage-kvstore-redis diff --git a/examples/redis_state_store/src/workflow.py b/examples/redis_state_store/src/workflow.py deleted file mode 100644 index c32827f..0000000 --- a/examples/redis_state_store/src/workflow.py +++ /dev/null @@ -1,26 +0,0 @@ -import asyncio - -from llama_index.core.workflow import Context, StartEvent, StopEvent, Workflow, step - - -# create a dummy workflow -class CounterWorkflow(Workflow): - """A dummy workflow with only one step sending back the input given.""" - - @step() - async def run_step(self, ctx: Context, ev: StartEvent) -> StopEvent: - amount = float(ev.get("amount", 0.0)) - total = await ctx.get("total", 0.0) + amount - await ctx.set("total", total) - return StopEvent(result=f"Current balance: {total}") - - -counter_workflow = CounterWorkflow() - - -async def main(): - print(await counter_workflow.run(message=10.0)) - - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/llama_deploy/apiserver/deployment.py b/llama_deploy/apiserver/deployment.py index 770b016..f33364a 100644 --- a/llama_deploy/apiserver/deployment.py +++ b/llama_deploy/apiserver/deployment.py @@ -37,12 +37,6 @@ class DeploymentError(Exception): ... class Deployment: - """A Deployment consists of running services and core component instances. - - Every Deployment is self contained, running a dedicated instance of the control plane - and the message queue along with any service defined in the configuration object. - """ - def __init__( self, *, @@ -65,7 +59,7 @@ class Deployment: self._deployment_path = ( deployment_path if local else deployment_path / config.name ) - self._client = Client(control_plane_url=config.control_plane.url) + self._client = Client() self._default_service: str | None = None self._running = False self._service_tasks: list[asyncio.Task] = [] diff --git a/llama_deploy/apiserver/deployment_config_parser.py b/llama_deploy/apiserver/deployment_config_parser.py index 1e284fa..6791b37 100644 --- a/llama_deploy/apiserver/deployment_config_parser.py +++ b/llama_deploy/apiserver/deployment_config_parser.py @@ -1,9 +1,8 @@ import sys import warnings -from pathlib import Path -from typing import Annotated, Any, Optional, Union - from enum import Enum +from pathlib import Path +from typing import Any, Optional if sys.version_info >= (3, 11): from typing import Self @@ -13,24 +12,6 @@ else: # pragma: no cover import yaml from pydantic import BaseModel, ConfigDict, Field, model_validator -from llama_deploy.control_plane.server import ControlPlaneConfig -from llama_deploy.message_queues import ( - KafkaMessageQueueConfig, - RabbitMQMessageQueueConfig, - RedisMessageQueueConfig, - SimpleMessageQueueConfig, -) - -MessageQueueConfig = Annotated[ - Union[ - "KafkaMessageQueueConfig", - "RabbitMQMessageQueueConfig", - "RedisMessageQueueConfig", - "SimpleMessageQueueConfig", - ], - Field(discriminator="type"), -] - class SourceType(str, Enum): """Supported types for the `Service.source` parameter.""" @@ -116,11 +97,9 @@ class UIService(Service): class DeploymentConfig(BaseModel): """Model definition mapping a deployment config file.""" - model_config = ConfigDict(populate_by_name=True, extra="forbid") + model_config = ConfigDict(populate_by_name=True, extra="ignore") name: str - control_plane: "ControlPlaneConfig" - message_queue: MessageQueueConfig | None = Field(None) default_service: str | None = Field(None) services: dict[str, Service] ui: UIService | None = None diff --git a/llama_deploy/cli/init.py b/llama_deploy/cli/init.py index 1247648..0303f30 100644 --- a/llama_deploy/cli/init.py +++ b/llama_deploy/cli/init.py @@ -11,30 +11,11 @@ from pydantic import BaseModel # Import pydantic models from llama_deploy.apiserver.deployment_config_parser import ( DeploymentConfig, - MessageQueueConfig, Service, ServiceSource, SourceType, UIService, ) -from llama_deploy.control_plane.server import ControlPlaneConfig -from llama_deploy.message_queues import ( - KafkaMessageQueueConfig, - RabbitMQMessageQueueConfig, - RedisMessageQueueConfig, - SimpleMessageQueueConfig, -) - -SUPPORTED_MESSAGE_QUEUES: Dict[str, Type[MessageQueueConfig]] = { - x.model_json_schema()["properties"]["type"]["default"]: x # type: ignore - for x in [ - KafkaMessageQueueConfig, - RabbitMQMessageQueueConfig, - RedisMessageQueueConfig, - SimpleMessageQueueConfig, - ] - if hasattr(x, "model_json_schema") -} @click.command() @@ -50,18 +31,6 @@ SUPPORTED_MESSAGE_QUEUES: Dict[str, Type[MessageQueueConfig]] = { default=None, help="Directory where the project will be created", ) -@click.option( - "--port", - type=int, - default=None, - help="Port for the control plane server", -) -@click.option( - "--message-queue-type", - type=click.Choice(["simple", "redis", "rabbitmq", "kafka"]), - default=None, - help="Type of message queue to use", -) @click.option( "--template", type=click.Choice(["basic", "none"]), # For future: add more templates @@ -71,8 +40,6 @@ SUPPORTED_MESSAGE_QUEUES: Dict[str, Type[MessageQueueConfig]] = { def init( name: Optional[str] = None, destination: Optional[str] = None, - port: Optional[int] = None, - message_queue_type: Optional[str] = None, template: Optional[str] = None, ) -> None: """Bootstrap a new llama-deploy project with a basic workflow and configuration.""" @@ -85,6 +52,7 @@ def init( show_default=True, type=str, ) + assert name if destination is None: destination = click.prompt( @@ -93,22 +61,7 @@ def init( type=str, show_default=True, ) - - if port is None: - port = click.prompt( - "Control plane port", - default="8000", - type=int, - show_default=True, - ) - - if message_queue_type is None: - message_queue_type = click.prompt( - "Select message queue type\n", - default="simple", - type=click.Choice(SUPPORTED_MESSAGE_QUEUES.keys()), - show_default=True, - ) + assert destination if template is None: click.echo("\nWorkflow template:") @@ -143,7 +96,7 @@ def init( click.echo(f"Created project directory: {project_dir}") # Create deployment.yml using pydantic models - deployment_config = create_deployment_config(name, port, message_queue_type, use_ui) + deployment_config = create_deployment_config(name, use_ui) deployment_path = project_dir / "deployment.yml" # Exclude several fields that would only confuse users @@ -391,14 +344,6 @@ def write_yaml_with_comments( # Add section comments section_comments = { - "control_plane:": [ - "# Control plane configuration", - "# The control plane manages the state of the system and coordinates services", - ], - "message_queue:": [ - "# Message queue configuration", - "# The message queue handles communication between services", - ], "default_service:": [ "# The default service to use when no service is specified", ], @@ -431,20 +376,8 @@ def write_yaml_with_comments( f.write(commented_yaml) -def create_deployment_config( - name: str, port: int, message_queue_type: str, use_ui: bool = False -) -> DeploymentConfig: +def create_deployment_config(name: str, use_ui: bool = False) -> DeploymentConfig: """Create a deployment configuration using pydantic models.""" - # Create control plane config - control_plane = ControlPlaneConfig(port=port) - - # Create message queue config - message_queue_cls = SUPPORTED_MESSAGE_QUEUES.get(message_queue_type) - if message_queue_cls is None: - raise ValueError(f"Message queue type {message_queue_type} not supported") - - message_queue = message_queue_cls() - # Create the example service service = Service( name="Example Workflow", @@ -478,8 +411,6 @@ def create_deployment_config( # Create the deployment config deployment_config = DeploymentConfig( name=name, - control_plane=control_plane, - message_queue=message_queue, default_service="example_workflow", services={"example_workflow": service}, ui=ui_service, diff --git a/llama_deploy/client/base.py b/llama_deploy/client/base.py index ebe7fe3..ccb362c 100644 --- a/llama_deploy/client/base.py +++ b/llama_deploy/client/base.py @@ -14,7 +14,6 @@ class _BaseClient(BaseSettings): model_config = SettingsConfigDict(env_prefix="LLAMA_DEPLOY_") api_server_url: str = "http://localhost:4501" - control_plane_url: str = "http://localhost:8000" disable_ssl: bool = False timeout: float | None = 120.0 poll_interval: float = 0.5 diff --git a/llama_deploy/client/client.py b/llama_deploy/client/client.py index f3e2c58..6794c12 100644 --- a/llama_deploy/client/client.py +++ b/llama_deploy/client/client.py @@ -2,7 +2,7 @@ import asyncio from typing import Any from .base import _BaseClient -from .models import ApiServer, Core, make_sync +from .models import ApiServer, make_sync class Client(_BaseClient): @@ -42,17 +42,8 @@ class Client(_BaseClient): """Access the API Server functionalities.""" return ApiServer(client=self, id="apiserver") - @property - def core(self) -> Core: - """Access the Control Plane functionalities.""" - return Core(client=self, id="core") - class _SyncClient(_BaseClient): @property def apiserver(self) -> Any: return make_sync(ApiServer)(client=self, id="apiserver") - - @property - def core(self) -> Any: - return make_sync(Core)(client=self, id="core") diff --git a/llama_deploy/client/models/__init__.py b/llama_deploy/client/models/__init__.py index 8bf53ac..a2e359c 100644 --- a/llama_deploy/client/models/__init__.py +++ b/llama_deploy/client/models/__init__.py @@ -1,5 +1,4 @@ from .apiserver import ApiServer -from .core import Core from .model import Collection, Model, make_sync -__all__ = ["ApiServer", "Collection", "Core", "Model", "make_sync"] +__all__ = ["ApiServer", "Collection", "Model", "make_sync"] diff --git a/llama_deploy/client/models/apiserver.py b/llama_deploy/client/models/apiserver.py index d01d572..a367ec7 100644 --- a/llama_deploy/client/models/apiserver.py +++ b/llama_deploy/client/models/apiserver.py @@ -11,9 +11,9 @@ import json from typing import Any, AsyncGenerator, TextIO import httpx -from llama_index.core.workflow.context_serializers import JsonSerializer -from llama_index.core.workflow.events import Event from pydantic import Field +from workflows.context import JsonSerializer +from workflows.events import Event from llama_deploy.types.apiserver import Status, StatusEnum from llama_deploy.types.core import ( diff --git a/llama_deploy/client/models/core.py b/llama_deploy/client/models/core.py deleted file mode 100644 index f80763f..0000000 --- a/llama_deploy/client/models/core.py +++ /dev/null @@ -1,316 +0,0 @@ -"""Client functionalities to operate on the Control Plane. - -This module allows the client to use all the functionalities -from the Control Plane. For this to work, the Control Plane -must be up and its URL (by default `http://localhost:8000`) -reachable by the host executing the client code. -""" - -import asyncio -import json -import time -from typing import Any, AsyncGenerator - -import httpx -from llama_index.core.workflow import Event -from llama_index.core.workflow.context_serializers import JsonSerializer - -from llama_deploy.types.core import ( - EventDefinition, - ServiceDefinition, - TaskDefinition, - TaskResult, -) - -from .model import Collection, Model - - -class Session(Model): - """A model representing a Session.""" - - async def run(self, service_name: str, **run_kwargs: Any) -> str: - """Implements the workflow-based run API for a session.""" - task_input = json.dumps(run_kwargs) - task_def = TaskDefinition(input=task_input, service_id=service_name) - task_id = await self._do_create_task(task_def) - - # wait for task to complete, up to timeout seconds - async def _get_result() -> str: - while True: - task_result = await self._do_get_task_result(task_id) - - if isinstance(task_result, TaskResult): - return task_result.result or "" - await asyncio.sleep(self.client.poll_interval) - - return await asyncio.wait_for(_get_result(), timeout=self.client.timeout) - - async def run_nowait(self, service_name: str, **run_kwargs: Any) -> str: - """Implements the workflow-based run API for a session, but does not wait for the task to complete.""" - - task_input = json.dumps(run_kwargs) - task_def = TaskDefinition(input=task_input, service_id=service_name) - task_id = await self._do_create_task(task_def) - - return task_id - - async def create_task(self, task_def: TaskDefinition) -> str: - """Create a new task in this session. - - Args: - task_def (TaskDefinition): The task definition. - - Returns: - str: The ID of the created task. - """ - return await self._do_create_task(task_def) - - async def _do_create_task(self, task_def: TaskDefinition) -> str: - """Async-only version of create_task, to be used internally from other methods.""" - task_def.session_id = self.id - url = f"{self.client.control_plane_url}/sessions/{self.id}/tasks" - response = await self.client.request("POST", url, json=task_def.model_dump()) - return response.json() - - async def get_task_result(self, task_id: str) -> TaskResult | None: - """Get the result of a task in this session if it has one. - - Args: - task_id (str): The ID of the task to get the result for. - - Returns: - Optional[TaskResult]: The result of the task if it has one, otherwise None. - """ - return await self._do_get_task_result(task_id) - - async def _do_get_task_result(self, task_id: str) -> TaskResult | None: - """Async-only version of get_task_result, to be used internally from other methods.""" - url = ( - f"{self.client.control_plane_url}/sessions/{self.id}/tasks/{task_id}/result" - ) - response = await self.client.request("GET", url) - data = response.json() - return TaskResult(**data) if data else None - - async def get_tasks(self) -> list[TaskDefinition]: - """Get all tasks in this session. - - Returns: - list[TaskDefinition]: A list of task definitions in the session. - """ - url = f"{self.client.control_plane_url}/sessions/{self.id}/tasks" - response = await self.client.request("GET", url) - return [TaskDefinition(**task) for task in response.json()] - - async def send_event(self, service_name: str, task_id: str, ev: Event) -> None: - """Send event to a Workflow service. - - Args: - service_name (str): The name of the service running the target Task. - task_id (str): The ID of the task running the workflow receiving the event. - ev (Event): The event to be sent to the workflow task. - - Returns: - None - """ - serializer = JsonSerializer() - event_def = EventDefinition( - event_obj_str=serializer.serialize(ev), service_id=service_name - ) - - url = f"{self.client.control_plane_url}/sessions/{self.id}/tasks/{task_id}/send_event" - await self.client.request("POST", url, json=event_def.model_dump()) - - async def send_event_def(self, task_id: str, ev_def: EventDefinition) -> None: - """Send event to a Workflow service. - - Args: - task_id (str): The ID of the task running the workflow receiving the event. - ev_def (EventDefinition): The event definition describing the Event to send. - - Returns: - None - """ - url = f"{self.client.control_plane_url}/sessions/{self.id}/tasks/{task_id}/send_event" - await self.client.request("POST", url, json=ev_def.model_dump()) - - async def get_task_result_stream( - self, task_id: str - ) -> AsyncGenerator[dict[str, Any], None]: - """Get the result of a task in this session if it has one. - - Args: - task_id (str): The ID of the task to get the result for. - - Returns: - AsyncGenerator[str, None, None]: A generator that yields the result of the task. - """ - url = f"{self.client.control_plane_url}/sessions/{self.id}/tasks/{task_id}/result_stream" - start_time = time.time() - while True: - try: - async with httpx.AsyncClient(timeout=self.client.timeout) as client: - async with client.stream("GET", url) as response: - response.raise_for_status() - async for line in response.aiter_lines(): - json_line = json.loads(line) - yield json_line - break # Exit the function if successful - except httpx.HTTPStatusError as e: - if e.response.status_code != 404: - raise # Re-raise if it's not a 404 error - if ( - self.client.timeout is None # means no timeout, always poll - or time.time() - start_time < self.client.timeout - ): - await asyncio.sleep(self.client.poll_interval) - else: - raise TimeoutError( - f"Task result not available after waiting for {self.client.timeout} seconds" - ) - - -class SessionCollection(Collection): - """A model representing a collection of sessions.""" - - async def list(self) -> list[Session]: # type: ignore - """Returns a list of all the sessions in the collection.""" - sessions_url = f"{self.client.control_plane_url}/sessions" - response = await self.client.request("GET", sessions_url) - sessions = [] - model_class = self._prepare(Session) - for id, session_def in response.json().items(): - sessions.append(model_class(client=self.client, id=id)) - return sessions - - async def create(self) -> Session: - """Creates a new session and returns a Session object. - - Returns: - Session: A Session object representing the newly created session. - """ - return await self._create() - - async def _create(self) -> Session: - """Async-only version of create, to be used internally from other methods.""" - create_url = f"{self.client.control_plane_url}/sessions/create" - response = await self.client.request("POST", create_url) - session_id = response.json() - model_class = self._prepare(Session) - return model_class(client=self.client, id=session_id) - - async def get(self, id: str) -> Session: - """Gets a session by ID. - - Args: - id (str): The ID of the session to get. - - Returns: - Session: A Session object representing the specified session. - - Raises: - ValueError: If the session does not exist. - """ - return await self._get(id) - - async def _get(self, id: str) -> Session: - """Async-only version of get, to be used internally from other methods.""" - - get_url = f"{self.client.control_plane_url}/sessions/{id}" - await self.client.request("GET", get_url) - model_class = self._prepare(Session) - return model_class(client=self.client, id=id) - - async def get_or_create(self, id: str) -> Session: - """Gets a session by ID, or creates a new one if it doesn't exist. - - Returns: - Session: A Session object representing the specified session. - """ - try: - return await self._get(id) - except httpx.HTTPStatusError as e: - if e.response.status_code == 404: - return await self._create() - raise e - - async def delete(self, session_id: str) -> None: - """Deletes a session by ID. - - Args: - session_id: The ID of the session to delete. - """ - delete_url = f"{self.client.control_plane_url}/sessions/{session_id}/delete" - await self.client.request("POST", delete_url) - - -class Service(Model): - """A model representing a Service.""" - - pass - - -class ServiceCollection(Collection): - async def list(self) -> list[Service]: # type: ignore - """Returns a list containing all the services registered with the control plane. - - Returns: - list[Service]: List of services registered with the control plane. - """ - services_url = f"{self.client.control_plane_url}/services" - response = await self.client.request("GET", services_url) - services = [] - model_class = self._prepare(Service) - - for name, service in response.json().items(): - services.append(model_class(client=self.client, id=name)) - - return services - - async def register(self, service: ServiceDefinition) -> Service: - """Registers a service with the control plane. - - Args: - service: Definition of the Service to register. - """ - register_url = f"{self.client.control_plane_url}/services/register" - await self.client.request("POST", register_url, json=service.model_dump()) - model_class = self._prepare(Service) - s = model_class(id=service.service_name, client=self.client) - self.items[service.service_name] = s - return s - - async def deregister(self, service_name: str) -> None: - """Deregisters a service from the control plane. - - Args: - service_name: The name of the Service to deregister. - """ - deregister_url = f"{self.client.control_plane_url}/services/deregister" - await self.client.request( - "POST", - deregister_url, - params={"service_name": service_name}, - ) - - -class Core(Model): - @property - def services(self) -> ServiceCollection: - """Returns a collection containing all the services registered with the control plane. - - Returns: - ServiceCollection: Collection of services registered with the control plane. - """ - model_class = self._prepare(ServiceCollection) - return model_class(client=self.client, items={}) - - @property - def sessions(self) -> SessionCollection: - """Returns a collection to access all the sessions registered with the control plane. - - Returns: - SessionCollection: Collection of sessions registered with the control plane. - """ - model_class = self._prepare(SessionCollection) - return model_class(client=self.client, items={}) diff --git a/llama_deploy/control_plane/__init__.py b/llama_deploy/control_plane/__init__.py deleted file mode 100644 index b687086..0000000 --- a/llama_deploy/control_plane/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from .config import ControlPlaneConfig -from .server import ControlPlaneServer - -__all__ = ["ControlPlaneServer", "ControlPlaneConfig"] diff --git a/llama_deploy/control_plane/config.py b/llama_deploy/control_plane/config.py deleted file mode 100644 index 60ce58b..0000000 --- a/llama_deploy/control_plane/config.py +++ /dev/null @@ -1,97 +0,0 @@ -from typing import List -from urllib.parse import urlparse - -from llama_index.core.storage.kvstore.types import BaseKVStore -from pydantic import Field -from pydantic_settings import BaseSettings, SettingsConfigDict - - -class ControlPlaneConfig(BaseSettings): - """Control plane configuration.""" - - model_config = SettingsConfigDict( - env_prefix="CONTROL_PLANE_", arbitrary_types_allowed=True - ) - - services_store_key: str = Field( - default="services", - description="Key for the services store. Defaults to 'services'.", - ) - tasks_store_key: str = Field( - default="tasks", - description="Key for the tasks store. Defaults to 'tasks'.", - ) - session_store_key: str = Field( - default="sessions", - description="Key for the session store. Defaults to 'sessions'.", - ) - step_interval: float = Field( - default=0.1, - description="The interval in seconds to poll for tool call results. Defaults to 0.1s.", - ) - host: str = Field( - default="127.0.0.1", - description="The host where to run the control plane server", - ) - port: int = Field( - default=8000, description="The TCP port where to bind the control plane server" - ) - internal_host: str | None = None - internal_port: int | None = None - running: bool = True - cors_origins: List[str] | None = Field( - default=None, - description="List of hosts from which the service will accept CORS requests. Use ['*'] for all hosts.", - ) - topic_namespace: str = Field( - default="llama_deploy", - description="The prefix used in the message queue topic to namespace messages from this control plane", - ) - state_store_uri: str | None = Field( - default=None, - description="The connection URI of the database where to store state. If None, SimpleKVStore will be used", - ) - use_tls: bool = Field( - default=False, - description="Use TLS (HTTPS) to communicate with the control plane", - ) - - @property - def url(self) -> str: - if self.use_tls: - return f"https://{self.host}:{self.port}" - return f"http://{self.host}:{self.port}" - - -def parse_state_store_uri(uri: str) -> BaseKVStore: - bits = urlparse(uri) - - # Redis supports multiple schemes: - # https://redis-py.readthedocs.io/en/stable/connections.html#redis.Redis.from_url - if bits.scheme in {"redis", "rediss", "unix"}: - try: - from llama_index.storage.kvstore.redis import RedisKVStore # type: ignore - - return RedisKVStore(redis_uri=uri) - except ImportError: - msg = ( - "key-value store redis is not available, please install the required " - "llama_index integration with 'pip install llama-index-storage-kvstore-redis'." - ) - raise ValueError(msg) - elif bits.scheme == "mongodb+srv": - try: - from llama_index.storage.kvstore.mongodb import ( # type:ignore - MongoDBKVStore, - ) - - return MongoDBKVStore(uri=uri) - except ImportError: - msg = ( - f"key-value store {bits.scheme} is not available, please install the required " - "llama_index integration with 'pip install llama-index-storage-kvstore-mongodb'." - ) - raise ValueError(msg) - else: - msg = f"key-value store '{bits.scheme}' is not supported." - raise ValueError(msg) diff --git a/llama_deploy/control_plane/server.py b/llama_deploy/control_plane/server.py deleted file mode 100644 index 29f3208..0000000 --- a/llama_deploy/control_plane/server.py +++ /dev/null @@ -1,666 +0,0 @@ -import asyncio -import json -import uuid -from logging import getLogger -from typing import TYPE_CHECKING, Any, AsyncGenerator, Dict, List, Optional, Tuple - -import uvicorn -from fastapi import FastAPI, HTTPException -from fastapi.middleware.cors import CORSMiddleware -from fastapi.responses import StreamingResponse -from llama_index.core.storage.kvstore import SimpleKVStore -from llama_index.core.storage.kvstore.types import BaseKVStore - -from llama_deploy.apiserver.tracing import ( - add_span_attribute, - trace_async_method, -) - -if TYPE_CHECKING: - from llama_deploy.message_queues.base import AbstractMessageQueue, PublishCallback - -from llama_deploy.types import ( - ActionTypes, - EventDefinition, - QueueMessage, - ServiceDefinition, - SessionDefinition, - TaskDefinition, - TaskResult, - TaskStream, -) - -from .config import ControlPlaneConfig, parse_state_store_uri -from .utils import get_result_key, get_stream_key - -logger = getLogger(__name__) - -CONTROL_PLANE_MESSAGE_TYPE = "control_plane" - - -class ControlPlaneServer: - """Control plane server. - - The control plane is responsible for managing the state of the system, including: - - Registering services. - - Submitting tasks. - - Managing task state. - - Handling service completion. - - Launching the control plane server. - - Args: - message_queue (AbstractMessageQueue): Message queue for the system. - publish_callback (Optional[PublishCallback], optional): Callback for publishing messages. Defaults to None. - state_store (Optional[BaseKVStore], optional): State store for the system. Defaults to None. - config (ControlPlaneConfig, optional): Configuration for the control plane. Defaults to None. - - Examples: - ```python - from llama_deploy.control_plane import ControlPlaneServer - from llama_deploy.message_queue import SimpleMessageQueue - from llama_index.llms.openai import OpenAI - - control_plane = ControlPlaneServer( - SimpleMessageQueue(), - SimpleOrchestrator(), - ) - ``` - """ - - def __init__( - self, - message_queue: "AbstractMessageQueue", - publish_callback: "PublishCallback | None" = None, - state_store: BaseKVStore | None = None, - config: ControlPlaneConfig | None = None, - ) -> None: - self._config = config or ControlPlaneConfig() - - if state_store is not None and self._config.state_store_uri is not None: - raise ValueError("Please use either 'state_store' or 'state_store_uri'.") - - if state_store: - self._state_store = state_store - elif self._config.state_store_uri: - self._state_store = parse_state_store_uri(self._config.state_store_uri) - else: - self._state_store = state_store or SimpleKVStore() - - self._message_queue = message_queue - self._publisher_id = f"{self.__class__.__qualname__}-{uuid.uuid4()}" - self._publish_callback = publish_callback - - self.app = FastAPI() - if self._config.cors_origins: - self.app.add_middleware( - CORSMiddleware, - allow_origins=self._config.cors_origins, - allow_methods=["*"], - allow_headers=["*"], - ) - self.app.add_api_route("/", self.home, methods=["GET"], tags=["Control Plane"]) - self.app.add_api_route( - "/queue_config", - self.get_message_queue_config, - methods=["GET"], - tags=["Message Queue"], - ) - - self.app.add_api_route( - "/services/register", - self.register_service, - methods=["POST"], - tags=["Services"], - ) - self.app.add_api_route( - "/services/deregister", - self.deregister_service, - methods=["POST"], - tags=["Services"], - ) - self.app.add_api_route( - "/services/{service_name}", - self.get_service, - methods=["GET"], - tags=["Services"], - ) - self.app.add_api_route( - "/services", - self.get_all_services, - methods=["GET"], - tags=["Services"], - ) - - self.app.add_api_route( - "/sessions/{session_id}", - self.get_session, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/create", - self.create_session, - methods=["POST"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/delete", - self.delete_session, - methods=["POST"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/tasks", - self.add_task_to_session, - methods=["POST"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions", - self.get_all_sessions, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/tasks", - self.get_session_tasks, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/current_task", - self.get_current_task, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/tasks/{task_id}/result", - self.get_task_result, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/tasks/{task_id}/result_stream", - self.get_task_result_stream, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/tasks/{task_id}/send_event", - self.send_event, - methods=["POST"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/state", - self.get_session_state, - methods=["GET"], - tags=["Sessions"], - ) - self.app.add_api_route( - "/sessions/{session_id}/state", - self.update_session_state, - methods=["POST"], - tags=["Sessions"], - ) - - @property - def message_queue(self) -> "AbstractMessageQueue": - return self._message_queue - - @property - def publisher_id(self) -> str: - return self._publisher_id - - @property - def publish_callback(self) -> Optional["PublishCallback"]: - return self._publish_callback - - async def _process_messages(self, topic: str) -> None: - async for message in self._message_queue.get_messages(topic): - if not message.data: - raise ValueError( - f"Invalid field 'data' in QueueMessage: {message.data}" - ) - - action = message.action - if action == ActionTypes.NEW_TASK: - task_def = TaskDefinition(**message.data) - if task_def.session_id is None: - task_def.session_id = await self.create_session() - - await self.add_task_to_session(task_def.session_id, task_def) - elif action == ActionTypes.COMPLETED_TASK: - await self.handle_service_completion(TaskResult(**message.data)) - elif action == ActionTypes.TASK_STREAM: - await self.add_stream_to_session(TaskStream(**message.data)) - else: - raise ValueError(f"Action {action} not supported by control plane") - - async def launch_server(self) -> None: - # give precedence to external settings - host = self._config.internal_host or self._config.host - port = self._config.internal_port or self._config.port - logger.info(f"Launching control plane server at {host}:{port}") - - message_queue_consumer = asyncio.create_task( - self._process_messages(self.get_topic(CONTROL_PLANE_MESSAGE_TYPE)) - ) - - class CustomServer(uvicorn.Server): - def install_signal_handlers(self) -> None: - pass - - cfg = uvicorn.Config(self.app, host=host, port=port) - server = CustomServer(cfg) - try: - await server.serve() - except asyncio.CancelledError: - self._running = False - message_queue_consumer.cancel() - await asyncio.gather( - server.shutdown(), message_queue_consumer, return_exceptions=True - ) - - async def home(self) -> Dict[str, str]: - return { - "running": str(self._config.running), - "step_interval": str(self._config.step_interval), - "services_store_key": self._config.services_store_key, - "tasks_store_key": self._config.tasks_store_key, - "session_store_key": self._config.session_store_key, - } - - async def register_service( - self, service_def: ServiceDefinition - ) -> ControlPlaneConfig: - await self._state_store.aput( - service_def.service_name, - service_def.model_dump(), - collection=self._config.services_store_key, - ) - return self._config - - async def deregister_service(self, service_name: str) -> None: - await self._state_store.adelete( - service_name, collection=self._config.services_store_key - ) - - async def get_service(self, service_name: str) -> ServiceDefinition: - service_dict = await self._state_store.aget( - service_name, collection=self._config.services_store_key - ) - if service_dict is None: - raise HTTPException(status_code=404, detail="Service not found") - - return ServiceDefinition.model_validate(service_dict) - - async def get_all_services(self) -> Dict[str, ServiceDefinition]: - service_dicts = await self._state_store.aget_all( - collection=self._config.services_store_key - ) - - return { - service_name: ServiceDefinition.model_validate(service_dict) - for service_name, service_dict in service_dicts.items() - } - - async def create_session(self) -> str: - session = SessionDefinition() - await self._state_store.aput( - session.session_id, - session.model_dump(), - collection=self._config.session_store_key, - ) - - return session.session_id - - async def get_session(self, session_id: str) -> SessionDefinition: - session_dict = await self._state_store.aget( - session_id, collection=self._config.session_store_key - ) - if session_dict is None: - raise HTTPException(status_code=404, detail="Session not found") - - return SessionDefinition.model_validate(session_dict) - - async def delete_session(self, session_id: str) -> None: - await self._state_store.adelete( - session_id, collection=self._config.session_store_key - ) - - async def get_all_sessions(self) -> Dict[str, SessionDefinition]: - session_dicts = await self._state_store.aget_all( - collection=self._config.session_store_key - ) - - return { - session_id: SessionDefinition.model_validate(session_dict) - for session_id, session_dict in session_dicts.items() - } - - async def get_session_tasks(self, session_id: str) -> List[TaskDefinition]: - session = await self.get_session(session_id) - task_defs = [] - for task_id in session.task_ids: - task_defs.append(await self.get_task(task_id)) - return task_defs - - async def get_current_task(self, session_id: str) -> Optional[TaskDefinition]: - session = await self.get_session(session_id) - if len(session.task_ids) == 0: - return None - return await self.get_task(session.task_ids[-1]) - - @trace_async_method("control_plane.add_task_to_session") - async def add_task_to_session( - self, session_id: str, task_def: TaskDefinition - ) -> str: - add_span_attribute("session.id", session_id) - add_span_attribute("task.id", task_def.task_id) - add_span_attribute("task.service_id", task_def.service_id or "auto") - - session_dict = await self._state_store.aget( - session_id, collection=self._config.session_store_key - ) - if session_dict is None: - raise HTTPException(status_code=404, detail="Session not found") - - if not task_def.session_id: - task_def.session_id = session_id - - if task_def.session_id != session_id: - msg = f"Wrong task definition: task.session_id is {task_def.session_id} but should be {session_id}" - raise HTTPException(status_code=400, detail=msg) - - session = SessionDefinition(**session_dict) - session.task_ids.append(task_def.task_id) - await self._state_store.aput( - session_id, session.model_dump(), collection=self._config.session_store_key - ) - - await self._state_store.aput( - task_def.task_id, - task_def.model_dump(), - collection=self._config.tasks_store_key, - ) - - task_def = await self.send_task_to_service(task_def) - - return task_def.task_id - - async def send_task_to_service(self, task_def: TaskDefinition) -> TaskDefinition: - if task_def.session_id is None: - raise ValueError(f"Task with id {task_def.task_id} has no session") - - session = await self.get_session(task_def.session_id) - - next_messages, session_state = await self.get_next_messages( - task_def, session.state - ) - - logger.debug(f"Sending task {task_def.task_id} to services: {next_messages}") - - for message in next_messages: - await self.publish(message) - - session.state.update(session_state) - - await self._state_store.aput( - task_def.session_id, - session.model_dump(), - collection=self._config.session_store_key, - ) - - return task_def - - @trace_async_method("control_plane.handle_service_completion") - async def handle_service_completion( - self, - task_result: TaskResult, - ) -> None: - add_span_attribute("task.id", task_result.task_id) - add_span_attribute("task.result_length", len(task_result.result)) - - # add result to task state - task_def = await self.get_task(task_result.task_id) - if task_def.session_id is None: - raise ValueError(f"Task with id {task_result.task_id} has no session") - - session = await self.get_session(task_def.session_id) - state = await self.add_result_to_state(task_result, session.state) - - # update session state - session.state.update(state) - await self._state_store.aput( - session.session_id, - session.model_dump(), - collection=self._config.session_store_key, - ) - - # generate and send new tasks when needed - task_def = await self.send_task_to_service(task_def) - - await self._state_store.aput( - task_def.task_id, - task_def.model_dump(), - collection=self._config.tasks_store_key, - ) - - async def get_task(self, task_id: str) -> TaskDefinition: - state_dict = await self._state_store.aget( - task_id, collection=self._config.tasks_store_key - ) - if state_dict is None: - raise HTTPException(status_code=404, detail="Task not found") - - return TaskDefinition(**state_dict) - - async def get_task_result( - self, task_id: str, session_id: str - ) -> Optional[TaskResult]: - """Get the result of a task if it has one. - - Args: - task_id (str): The ID of the task to get the result for. - session_id (str): The ID of the session the task belongs to. - - Returns: - Optional[TaskResult]: The result of the task if it has one, otherwise None. - """ - session = await self.get_session(session_id) - - result_key = get_result_key(task_id) - if result_key not in session.state: - return None - - result = session.state[result_key] - if not isinstance(result, TaskResult): - if isinstance(result, dict): - result = TaskResult(**result) - elif isinstance(result, str): - result = TaskResult(**json.loads(result)) - else: - raise HTTPException(status_code=500, detail="Unexpected result type") - - # sanity check - if result.task_id != task_id: - logger.debug( - f"Retrieved result did not match requested task_id: {str(result)}" - ) - return None - - return result - - async def add_stream_to_session(self, task_stream: TaskStream) -> None: - # get session - if task_stream.session_id is None: - raise ValueError( - f"Task stream with id {task_stream.task_id} has no session" - ) - - session = await self.get_session(task_stream.session_id) - - # add new stream data to session state - existing_stream = session.state.get(get_stream_key(task_stream.task_id), []) - existing_stream.append(task_stream.model_dump()) - session.state[get_stream_key(task_stream.task_id)] = existing_stream - - # update session state in store - await self._state_store.aput( - task_stream.session_id, - session.model_dump(), - collection=self._config.session_store_key, - ) - - async def get_task_result_stream( - self, session_id: str, task_id: str - ) -> StreamingResponse: - session = await self.get_session(session_id) - - stream_key = get_stream_key(task_id) - if stream_key not in session.state: - raise HTTPException(status_code=404, detail="Task stream not found") - - async def event_generator( - session: SessionDefinition, stream_key: str - ) -> AsyncGenerator[str, None]: - try: - last_index = 0 - while True: - session = await self.get_session(session_id) - stream_results = session.state[stream_key][last_index:] - stream_results = sorted(stream_results, key=lambda x: x["index"]) - for result in stream_results: - if not isinstance(result, TaskStream): - if isinstance(result, dict): - result = TaskStream(**result) - elif isinstance(result, str): - result = TaskStream(**json.loads(result)) - else: - raise ValueError("Unexpected result type in stream") - - yield json.dumps(result.data) + "\n" - - # check if there is a final result - final_result = await self.get_task_result(task_id, session_id) - if final_result is not None: - return - - last_index += len(stream_results) - # Small delay to prevent tight loop - await asyncio.sleep(self._config.step_interval) - except Exception as e: - logger.error( - f"Error in event stream for session {session_id}, task {task_id}: {str(e)}" - ) - yield json.dumps({"error": str(e)}) + "\n" - - return StreamingResponse( - event_generator(session, stream_key), - media_type="application/x-ndjson", - ) - - async def send_event( - self, - session_id: str, - task_id: str, - event_def: EventDefinition, - ) -> None: - task_def = TaskDefinition( - task_id=task_id, - session_id=session_id, - input=event_def.event_obj_str, - service_id=event_def.service_id, - ) - message = QueueMessage( - type=event_def.service_id, - action=ActionTypes.SEND_EVENT, - data=task_def.model_dump(), - ) - await self.publish(message) - - async def get_session_state(self, session_id: str) -> Dict[str, Any]: - session = await self.get_session(session_id) - if session.task_ids is None: - raise HTTPException(status_code=404, detail="Session not found") - - return session.state - - async def update_session_state( - self, session_id: str, state: Dict[str, Any] - ) -> None: - session = await self.get_session(session_id) - - session.state.update(state) - await self._state_store.aput( - session_id, session.model_dump(), collection=self._config.session_store_key - ) - - async def get_message_queue_config(self) -> Dict[str, dict]: - """ - Gets the config dict for the message queue being used. - - Returns: - Dict[str, dict]: A dict of message queue name -> config dict - """ - queue_config = self._message_queue.as_config() - return {queue_config.__class__.__name__: queue_config.model_dump()} - - def get_topic(self, msg_type: str) -> str: - return f"{self._config.topic_namespace}.{msg_type}" - - async def get_next_messages( - self, task_def: TaskDefinition, state: Dict[str, Any] - ) -> Tuple[List[QueueMessage], Dict[str, Any]]: - """Get the next message to process. Returns the message and the new state. - - Assumes the service_id is the destination for the next message. - - Runs the required service, then sends the result to the final message type. - """ - if task_def.service_id is None: - raise ValueError( - "Task definition must have an service_id specified to identify a service" - ) - - if task_def.task_id not in state: - state[task_def.task_id] = {} - - if state.get(get_result_key(task_def.task_id)) is not None: - return [], state - - destination = task_def.service_id - destination_messages = [ - QueueMessage( - type=destination, - action=ActionTypes.NEW_TASK, - data=task_def.model_dump(), - ) - ] - - return destination_messages, state - - async def add_result_to_state( - self, result: TaskResult, state: Dict[str, Any] - ) -> Dict[str, Any]: - """Add the result of processing a message to the state. Returns the new state.""" - - # TODO: detect failures + retries - cur_retries = state.get("retries", -1) + 1 - state["retries"] = cur_retries - - # add result to state - state[get_result_key(result.task_id)] = result - - return state - - async def publish(self, message: QueueMessage, **kwargs: Any) -> Any: - """Publish message.""" - message.publisher_id = self.publisher_id - return await self.message_queue.publish( - message, - callback=self.publish_callback, - topic=self.get_topic(message.type), - **kwargs, - ) diff --git a/llama_deploy/control_plane/utils.py b/llama_deploy/control_plane/utils.py deleted file mode 100644 index 0e69229..0000000 --- a/llama_deploy/control_plane/utils.py +++ /dev/null @@ -1,6 +0,0 @@ -def get_result_key(task_id: str) -> str: - return f"result_{task_id}" - - -def get_stream_key(task_id: str) -> str: - return f"stream_{task_id}" diff --git a/llama_deploy/message_queues/__init__.py b/llama_deploy/message_queues/__init__.py deleted file mode 100644 index 47612a9..0000000 --- a/llama_deploy/message_queues/__init__.py +++ /dev/null @@ -1,28 +0,0 @@ -from .apache_kafka import ( - KafkaMessageQueue, - KafkaMessageQueueConfig, -) -from .base import AbstractMessageQueue -from .rabbitmq import ( - RabbitMQMessageQueue, - RabbitMQMessageQueueConfig, -) -from .redis import RedisMessageQueue, RedisMessageQueueConfig -from .simple import ( - SimpleMessageQueue, - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) - -__all__ = [ - "AbstractMessageQueue", - "KafkaMessageQueue", - "KafkaMessageQueueConfig", - "RabbitMQMessageQueue", - "RabbitMQMessageQueueConfig", - "RedisMessageQueue", - "RedisMessageQueueConfig", - "SimpleMessageQueueServer", - "SimpleMessageQueueConfig", - "SimpleMessageQueue", -] diff --git a/llama_deploy/message_queues/apache_kafka.py b/llama_deploy/message_queues/apache_kafka.py deleted file mode 100644 index 05d1743..0000000 --- a/llama_deploy/message_queues/apache_kafka.py +++ /dev/null @@ -1,202 +0,0 @@ -"""Apache Kafka Message Queue.""" - -import asyncio -import json -import logging -from logging import getLogger -from typing import Any, AsyncIterator, Dict, Literal - -from pydantic import BaseModel, Field, model_validator -from pydantic_settings import BaseSettings, SettingsConfigDict - -from llama_deploy.message_queues.base import AbstractMessageQueue -from llama_deploy.types import QueueMessage - -logger = getLogger(__name__) -logger.setLevel(logging.INFO) - - -DEFAULT_URL = "localhost:9092" -DEFAULT_TOPIC_PARTITIONS = 10 -DEFAULT_TOPIC_REPLICATION_FACTOR = 1 -DEFAULT_TOPIC_NAME = "control_plane" -DEFAULT_GROUP_ID = "default_group" # single group for competing consumers - - -class KafkaMessageQueueConfig(BaseSettings): - """Kafka message queue configuration.""" - - model_config = SettingsConfigDict(env_prefix="KAFKA_") - - type: Literal["kafka"] = Field(default="kafka") - url: str = DEFAULT_URL - host: str | None = None - port: int | None = None - - @model_validator(mode="after") - def update_url(self) -> "KafkaMessageQueueConfig": - if self.host and self.port: - self.url = f"{self.host}:{self.port}" - return self - - -class KafkaMessageQueue(AbstractMessageQueue): - """Apache Kafka integration with aiokafka. - - This class implements a traditional message broker using Apache Kafka. - - Topics are created with N partitions - - Consumers are registered to a single group to implement a competing - consumer scheme where only one consumer subscribed to a topic gets the - message - - Default round-robin assignment is used - - Attributes: - url (str): The broker url string to connect to the Kafka server - - Examples: - ```python - from llama_deploy.message_queues.apache_kafka import KafkaMessageQueue - - message_queue = KafkaMessageQueue() # uses the default url - ``` - """ - - def __init__(self, config: KafkaMessageQueueConfig | None = None) -> None: - self._config = config or KafkaMessageQueueConfig() - self._kafka_consumers: dict[str, Any] = {} - self._registered_topics: set[str] = set() - - @classmethod - def from_url_params( - cls, - host: str, - port: int | None = None, - ) -> "KafkaMessageQueue": - """Convenience constructor from url params. - - Args: - host (str): host for rabbitmq server - port (Optional[int], optional): port for rabbitmq server. Defaults to None. - - Returns: - KafkaMessageQueue: An Apache Kafka MessageQueue integration. - """ - url = f"{host}:{port}" if port else f"{host}" - return cls(KafkaMessageQueueConfig(url=url)) - - def _create_new_topic( - self, - topic_name: str, - num_partitions: int | None = None, - replication_factor: int | None = None, - **kwargs: Dict[str, Any], - ) -> None: - """Create a new topic. - - Use kafka-python-ng instead of aio-kafka as latter has issues with - resolving api_version with broker. - - TODO: convert to aiokafka once this it is resolved there. - """ - try: - from kafka.admin import KafkaAdminClient, NewTopic - from kafka.errors import TopicAlreadyExistsError - except ImportError: - raise ImportError( - "kafka-python-ng is not installed. " - "Please install it using `pip install kafka-python-ng`." - ) - - admin_client = KafkaAdminClient(bootstrap_servers=self._config.url) - try: - topic = NewTopic( - name=topic_name, - num_partitions=num_partitions or DEFAULT_TOPIC_PARTITIONS, - replication_factor=replication_factor - or DEFAULT_TOPIC_REPLICATION_FACTOR, - **kwargs, - ) - admin_client.create_topics(new_topics=[topic]) - self._registered_topics.add(topic_name) - logger.info(f"New topic {topic_name} created.") - except TopicAlreadyExistsError: - logger.info(f"Topic {topic_name} already exists.") - pass - - async def _publish( - self, message: QueueMessage, topic: str, create_topic: bool - ) -> Any: - """Publish message to the queue.""" - try: - from aiokafka import AIOKafkaProducer - except ImportError: - raise ImportError( - "aiokafka is not installed. " - "Please install it using `pip install aiokafka`." - ) - - if create_topic: - self._create_new_topic(topic) - - producer = AIOKafkaProducer(bootstrap_servers=self._config.url) - await producer.start() - try: - message_body = json.dumps(message.model_dump()).encode("utf-8") - await producer.send_and_wait(topic, message_body) - logger.info(f"published message {message.id_}") - finally: - await producer.stop() - - async def cleanup(self, *args: Any, **kwargs: Dict[str, Any]) -> None: - """Cleanup for local runs. - - Use kafka-python-ng instead of aio-kafka as latter has issues with - resolving api_version with broker when using admin client. - - TODO: convert to aiokafka once this it is resolved there. - """ - try: - from kafka.admin import KafkaAdminClient - except ImportError: - raise ImportError( - "aiokafka is not installed. " - "Please install it using `pip install aiokafka`." - ) - - admin_client = KafkaAdminClient(bootstrap_servers=self._config.url) - active_topics = admin_client.list_topics() - topics_to_delete = [el for el in self._registered_topics if el in active_topics] - admin_client.delete_consumer_groups(DEFAULT_GROUP_ID) - if topics_to_delete: - admin_client.delete_topics(topics_to_delete) - - async def get_messages(self, topic: str) -> AsyncIterator[QueueMessage]: - try: - from aiokafka import AIOKafkaConsumer - except ImportError: - raise ImportError( - "aiokafka is not installed. " - "Please install it using `pip install aiokafka`." - ) - - kafka_consumer = AIOKafkaConsumer( - topic, - bootstrap_servers=self._config.url, - group_id=DEFAULT_GROUP_ID, - auto_offset_reset="earliest", - ) - - await kafka_consumer.start() - - try: - async for msg in kafka_consumer: - if msg.value is None: - raise RuntimeError("msg.value is None") - decoded_message = json.loads(msg.value.decode("utf-8")) - yield QueueMessage.model_validate(decoded_message) - finally: - stop_task = asyncio.create_task(kafka_consumer.stop()) - await asyncio.shield(stop_task) - - def as_config(self) -> BaseModel: - return self._config diff --git a/llama_deploy/message_queues/base.py b/llama_deploy/message_queues/base.py deleted file mode 100644 index 697ab62..0000000 --- a/llama_deploy/message_queues/base.py +++ /dev/null @@ -1,73 +0,0 @@ -"""Message queue module.""" - -import inspect -from abc import ABC, abstractmethod -from logging import getLogger -from typing import Any, AsyncIterator, Awaitable, Callable - -from pydantic import BaseModel - -from llama_deploy.apiserver.tracing import add_span_attribute, create_span -from llama_deploy.types import QueueMessage - -logger = getLogger(__name__) - - -PublishCallback = ( - Callable[[QueueMessage], Any] | Callable[[QueueMessage], Awaitable[Any]] -) - - -class AbstractMessageQueue(ABC): - """Message broker interface between publisher and consumer.""" - - @abstractmethod - async def _publish( - self, message: QueueMessage, topic: str, create_topic: bool - ) -> Any: - """Subclasses implement publish logic here.""" - - async def publish( - self, - message: QueueMessage, - topic: str, - callback: PublishCallback | None = None, - create_topic: bool = True, - **kwargs: Any, - ) -> Any: - """Send message to a consumer.""" - with create_span("message_queue.publish"): - add_span_attribute("message.type", message.type) - add_span_attribute("message.action", str(message.action)) - add_span_attribute("message.topic", topic) - add_span_attribute("message.id", message.id_) - - logger.info( - f"Publishing message of type '{message.type}' with action '{message.action}' to topic '{topic}'" - ) - logger.debug(f"Message: {message.model_dump()}") - - message.stats.publish_time = message.stats.timestamp_str() - message.stats.set_trace_context() - - await self._publish(message, topic, create_topic) - - if callback: - with create_span("message_queue.callback"): - if inspect.iscoroutinefunction(callback): - await callback(message, **kwargs) - else: - callback(message, **kwargs) - - @abstractmethod - async def cleanup(self, *args: Any, **kwargs: dict[str, Any]) -> None: - """Perform any cleanup before shutting down.""" - - @abstractmethod - def as_config(self) -> BaseModel: - """Returns the config dict to reconstruct the message queue.""" - - async def get_messages(self, topic: str) -> AsyncIterator[QueueMessage]: - if False: - # This is to help type checkers - yield diff --git a/llama_deploy/message_queues/rabbitmq.py b/llama_deploy/message_queues/rabbitmq.py deleted file mode 100644 index 3046a45..0000000 --- a/llama_deploy/message_queues/rabbitmq.py +++ /dev/null @@ -1,240 +0,0 @@ -"""RabbitMQ Message Queue.""" - -import asyncio -import json -from logging import getLogger -from typing import TYPE_CHECKING, Any, AsyncIterator, Literal, cast - -from pydantic import BaseModel, Field -from pydantic_settings import BaseSettings, SettingsConfigDict - -from llama_deploy.message_queues.base import AbstractMessageQueue -from llama_deploy.types import QueueMessage - -if TYPE_CHECKING: # pragma: no cover - from aio_pika import Connection - -logger = getLogger(__name__) - - -DEFAULT_URL = "amqp://guest:guest@localhost/" -DEFAULT_EXCHANGE_NAME = "llama-deploy" - - -class RabbitMQMessageQueueConfig(BaseSettings): - """RabbitMQ message queue configuration.""" - - model_config = SettingsConfigDict(env_prefix="RABBITMQ_") - - type: Literal["rabbitmq"] = Field(default="rabbitmq") - url: str = DEFAULT_URL - exchange_name: str = DEFAULT_EXCHANGE_NAME - username: str | None = None - password: str | None = None - host: str | None = None - port: int | None = None - vhost: str | None = None - secure: bool | None = None - - def model_post_init(self, __context: Any) -> None: - if self.username and self.password and self.host: - scheme = "amqps" if self.secure else "amqp" - self.url = f"{scheme}://{self.username}:{self.password}@{self.host}" - if self.port: - self.url += f":{self.port}" - elif self.vhost: - self.url += f"/{self.vhost}" - - -async def _establish_connection(url: str) -> "Connection": - try: - import aio_pika - from aio_pika import Connection - except ImportError: - raise ValueError( - "Missing pika optional dep. Please install by running `pip install llama-deploy[rabbimq]`." - ) - return cast(Connection, await aio_pika.connect(url)) - - -class RabbitMQMessageQueue(AbstractMessageQueue): - """RabbitMQ integration with aio-pika client. - - This class creates a Work (or Task) Queue. For more information on Work Queues - with RabbitMQ see the pages linked below: - 1. https://aio-pika.readthedocs.io/en/latest/rabbitmq-tutorial/2-work-queues.html - 2. https://aio-pika.readthedocs.io/en/latest/rabbitmq-tutorial/3-publish-subscribe.html - - Connections are established by url that use [amqp uri scheme](https://www.rabbitmq.com/docs/uri-spec#the-amqp-uri-scheme): - - ``` - amqp_URI = "amqp://" amqp_authority [ "/" vhost ] [ "?" query ] - amqp_authority = [ amqp_userinfo "@" ] host [ ":" port ] - amqp_userinfo = username [ ":" password ] - username = *( unreserved / pct-encoded / sub-delims ) - password = *( unreserved / pct-encoded / sub-delims ) - vhost = segment - ``` - - The Work Queue created has the following properties: - - Exchange with name self.exchange - - Messages are published to this queue through the exchange - - Consumers are bound to the exchange and have queues based on their - message type - - Round-robin dispatching: with multiple consumers listening to the same - queue, only one consumer will be chosen dictated by sequence. - - Attributes: - url (str): The amqp url string to connect to the RabbitMQ server - exchange_name (str): The name to give to the so-called exchange within - RabbitMQ AMQP 0-9 protocol. - - Examples: - ```python - from llama_deploy.message_queues.rabbitmq import RabbitMQMessageQueue - - message_queue = RabbitMQMessageQueue() # uses the default url - ``` - """ - - def __init__( - self, - config: RabbitMQMessageQueueConfig | None = None, - url: str = DEFAULT_URL, - exchange_name: str = DEFAULT_EXCHANGE_NAME, - **kwargs: Any, - ) -> None: - self._config = config or RabbitMQMessageQueueConfig() - self._registered_topics: set[str] = set() - - @classmethod - def from_url_params( - cls, - username: str, - password: str, - host: str, - vhost: str = "", - port: int | None = None, - secure: bool = False, - exchange_name: str = DEFAULT_EXCHANGE_NAME, - ) -> "RabbitMQMessageQueue": - """Convenience constructor from url params. - - Args: - username (str): username for the amqp authority - password (str): password for the amqp authority - host (str): host for rabbitmq server - port (int | None, optional): port for rabbitmq server. Defaults to None. - secure (bool, optional): Whether or not to use SSL. Defaults to False. - exchange_name (str, optional): The exchange name. Defaults to DEFAULT_EXCHANGE_NAME. - - Returns: - RabbitMQMessageQueue: A RabbitMQ MessageQueue integration. - """ - if not secure: - if port: - url = f"amqp://{username}:{password}@{host}:{port}/{vhost}" - else: - url = f"amqp://{username}:{password}@{host}/{vhost}" - else: - if port: - url = f"amqps://{username}:{password}@{host}:{port}/{vhost}" - else: - url = f"amqps://{username}:{password}@{host}/{vhost}" - return cls(RabbitMQMessageQueueConfig(url=url, exchange_name=exchange_name)) - - async def new_connection(self) -> "Connection": - """Returns a new connection to the RabbitMQ server.""" - return await _establish_connection(self._config.url) - - async def _publish( - self, message: QueueMessage, topic: str, create_topic: bool - ) -> Any: - """Publish message to the queue.""" - from aio_pika import DeliveryMode, ExchangeType - from aio_pika import Message as AioPikaMessage - - connection = await _establish_connection(self._config.url) - - async with connection: - channel = await connection.channel() - exchange = await channel.declare_exchange( - self._config.exchange_name, - ExchangeType.DIRECT, - ) - message_body = json.dumps(message.model_dump()).encode("utf-8") - - aio_pika_message = AioPikaMessage( - message_body, - delivery_mode=DeliveryMode.PERSISTENT, - ) - # Sending the message - await exchange.publish(aio_pika_message, routing_key=topic) - self._registered_topics.add(topic) - logger.info(f"published message {message.id_} to {topic}") - - async def get_messages(self, topic: str) -> AsyncIterator[QueueMessage]: - from aio_pika import Channel, ExchangeType, IncomingMessage, Queue - from aio_pika.abc import AbstractIncomingMessage - - # Use a Queue to get the messages out of the callback - message_queue: asyncio.Queue = asyncio.Queue() - - async def on_message(message: AbstractIncomingMessage) -> None: - message = cast(IncomingMessage, message) - async with message.process(): - try: - decoded_message = json.loads(message.body.decode("utf-8")) - queue_message = QueueMessage.model_validate(decoded_message) - await message_queue.put(queue_message) - except Exception as e: - logger.error(f"Error processing message: {e}", exc_info=True) - - while True: - connection = None - try: - connection = await _establish_connection(self._config.url) - async with connection: - channel = cast(Channel, await connection.channel()) - exchange = await channel.declare_exchange( - self._config.exchange_name, - ExchangeType.DIRECT, - ) - queue = cast(Queue, await channel.declare_queue(name=topic)) - await queue.bind(exchange) - await queue.consume(on_message) - # Yield messages as they arrive - while True: - try: - # Wait for a message with a timeout to allow for cancellation checks - message = await asyncio.wait_for( - message_queue.get(), timeout=1.0 - ) - yield message - except asyncio.TimeoutError: - # Check if connection is still alive, continue if so - if connection.is_closed: - break - continue - - except Exception as e: - logger.error(f"Unexpected error: {e}", exc_info=True) - # Wait before reconnecting. Ideally we'd want exponential backoff here. - await asyncio.sleep(10) - finally: - if connection and not connection.is_closed: - await connection.close() - - async def cleanup(self, *args: Any, **kwargs: dict[str, Any]) -> None: - """Perform any clean up of queues and exchanges.""" - connection = await self.new_connection() - async with connection: - channel = await connection.channel() - for queue_name in self._registered_topics: - await channel.queue_delete(queue_name=queue_name) - await channel.exchange_delete(exchange_name=self._config.exchange_name) - - def as_config(self) -> BaseModel: - return RabbitMQMessageQueueConfig( - url=self._config.url, exchange_name=self._config.exchange_name - ) diff --git a/llama_deploy/message_queues/redis.py b/llama_deploy/message_queues/redis.py deleted file mode 100644 index 3b81bc1..0000000 --- a/llama_deploy/message_queues/redis.py +++ /dev/null @@ -1,114 +0,0 @@ -"""Redis Message Queue.""" - -import json -from logging import getLogger -from typing import Any, AsyncIterator, Literal - -from pydantic import BaseModel, Field -from pydantic_settings import BaseSettings, SettingsConfigDict - -from llama_deploy.message_queues.base import AbstractMessageQueue -from llama_deploy.types import QueueMessage - -logger = getLogger(__name__) - - -class RedisMessageQueueConfig(BaseSettings): - """Redis message queue configuration.""" - - model_config = SettingsConfigDict(env_prefix="REDIS_") - - type: Literal["redis"] = Field(default="redis") - url: str = "redis://localhost:6379" - host: str | None = None - port: int | None = None - db: int | None = None - username: str | None = None - password: str | None = None - ssl: bool | None = None - exclusive_mode: bool = False - - def model_post_init(self, __context: Any) -> None: - if self.host and self.port: - scheme = "rediss" if self.ssl else "redis" - auth = ( - f"{self.username}:{self.password}@" - if self.username and self.password - else "" - ) - self.url = f"{scheme}://{auth}{self.host}:{self.port}/{self.db or ''}" - - -class RedisMessageQueue(AbstractMessageQueue): - """Redis integration for message queue. - - This class uses Redis Pub/Sub functionality for message distribution. - - Examples: - ```python - from llama_deploy.message_queues.redis import RedisMessageQueue - - message_queue = RedisMessageQueue() # uses the default url - ``` - """ - - def __init__(self, config: RedisMessageQueueConfig | None = None) -> None: - self._config = config or RedisMessageQueueConfig() - - try: - from redis.asyncio import Redis - - self._redis: Redis = Redis.from_url(self._config.url) - except ImportError: - msg = "Missing redis optional dependency. Please install by running `pip install llama-deploy[redis]`." - raise ValueError(msg) - - async def _publish( - self, message: QueueMessage, topic: str, create_topic: bool - ) -> Any: - """Publish message to the Redis channel.""" - message_json = json.dumps(message.model_dump()) - result = await self._redis.publish(topic, message_json) - logger.info( - f"Published message {message.id_} to topic {topic} with {result} subscribers" - ) - return result - - async def get_messages(self, topic: str) -> AsyncIterator[QueueMessage]: - pubsub = self._redis.pubsub() - await pubsub.subscribe(topic) - - processed_message_key = f"{topic}.processed_messages" - try: - while True: - message = await pubsub.get_message(ignore_subscribe_messages=True) - if message: - decoded_message = json.loads(message["data"]) - queue_message = QueueMessage.model_validate(decoded_message) - - # Deduplication check - if self._config.exclusive_mode: - new_message = await self._redis.sadd( # type: ignore - processed_message_key, queue_message.id_ - ) - if not new_message: - logger.debug( - f"Skipping message {queue_message.id_} as it has " - "already been consumed." - ) - continue - - # Set expiration for deduplication key. Expire processed messages - # in 5 minutes. - await self._redis.expire(processed_message_key, 300, nx=True) - - yield queue_message - finally: - return - - async def cleanup(self, *args: Any, **kwargs: dict[str, Any]) -> None: - # Close main Redis connection - await self._redis.aclose() # type: ignore - - def as_config(self) -> BaseModel: - return self._config diff --git a/llama_deploy/message_queues/simple/__init__.py b/llama_deploy/message_queues/simple/__init__.py deleted file mode 100644 index 0ff14ae..0000000 --- a/llama_deploy/message_queues/simple/__init__.py +++ /dev/null @@ -1,11 +0,0 @@ -from .client import SimpleMessageQueue -from .server import ( - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) - -__all__ = [ - "SimpleMessageQueueServer", - "SimpleMessageQueueConfig", - "SimpleMessageQueue", -] diff --git a/llama_deploy/message_queues/simple/client.py b/llama_deploy/message_queues/simple/client.py deleted file mode 100644 index b3936e4..0000000 --- a/llama_deploy/message_queues/simple/client.py +++ /dev/null @@ -1,67 +0,0 @@ -import asyncio -from logging import getLogger -from typing import Any, AsyncIterator, Dict - -import httpx - -from llama_deploy.message_queues.base import AbstractMessageQueue -from llama_deploy.types import QueueMessage - -from .config import SimpleMessageQueueConfig - -logger = getLogger(__name__) - - -class SimpleMessageQueue(AbstractMessageQueue): - """Remote client to be used with a SimpleMessageQueue server.""" - - def __init__( - self, config: SimpleMessageQueueConfig = SimpleMessageQueueConfig() - ) -> None: - self._config = config - self._topics: set[str] = set() - - async def _publish( - self, message: QueueMessage, topic: str, create_topic: bool - ) -> Any: - """Sends a message to the SimpleMessageQueueServer.""" - if topic not in self._topics: - # call the server to create it - url = f"{self._config.base_url}topics/{topic}" - async with httpx.AsyncClient(**self._config.client_kwargs) as client: - result = await client.post(url) - result.raise_for_status() - self._topics.add(topic) - - url = f"{self._config.base_url}messages/{topic}" - async with httpx.AsyncClient(**self._config.client_kwargs) as client: - result = await client.post(url, json=message.model_dump()) - return result - - async def get_messages(self, topic: str) -> AsyncIterator[QueueMessage]: - url = f"{self._config.base_url}messages/{topic}" - client = httpx.AsyncClient(**self._config.client_kwargs) - while True: - try: - result = await client.get(url) - result.raise_for_status() - if result.json(): - yield QueueMessage.model_validate(result.json()) - await asyncio.sleep(0.1) - - except httpx.HTTPError as e: - logger.debug(f"HTTP error occurred while fetching messages: {e}") - await asyncio.sleep(1) # Back off on errors - continue - - except Exception as e: - logger.error(f"Unexpected error while fetching messages: {e}") - await asyncio.sleep(1) # Back off on errors - continue - - async def cleanup(self, *args: Any, **kwargs: Dict[str, Any]) -> None: - # Nothing to clean up - pass - - def as_config(self) -> SimpleMessageQueueConfig: - return self._config diff --git a/llama_deploy/message_queues/simple/config.py b/llama_deploy/message_queues/simple/config.py deleted file mode 100644 index 6b51ed2..0000000 --- a/llama_deploy/message_queues/simple/config.py +++ /dev/null @@ -1,31 +0,0 @@ -from logging import getLogger -from typing import Any, Literal - -from pydantic import Field -from pydantic_settings import BaseSettings, SettingsConfigDict - -logger = getLogger(__name__) - - -class SimpleMessageQueueConfig(BaseSettings): - """Simple message queue configuration.""" - - model_config = SettingsConfigDict(env_prefix="SIMPLE_MESSAGE_QUEUE_") - - type: Literal["simple"] = Field(default="simple") - host: str = "127.0.0.1" - port: int = 8001 - client_kwargs: dict[str, Any] = Field( - default_factory=dict, description="The kwargs to pass to the httpx client." - ) - raise_exceptions: bool = Field( - default=False, description="Whether to raise exceptions when an error occurs." - ) - use_ssl: bool = Field(default=False) - - @property - def base_url(self) -> str: - protocol = "https" if self.use_ssl else "http" - if self.port != 80: - return f"{protocol}://{self.host}:{self.port}/" - return f"{protocol}://{self.host}/" diff --git a/llama_deploy/message_queues/simple/server.py b/llama_deploy/message_queues/simple/server.py deleted file mode 100644 index e14d95d..0000000 --- a/llama_deploy/message_queues/simple/server.py +++ /dev/null @@ -1,118 +0,0 @@ -"""Simple Message Queue.""" - -import asyncio -import logging -from collections import deque -from typing import Any, Dict - -import uvicorn -from fastapi import FastAPI, HTTPException, status - -from llama_deploy.types import QueueMessage - -from .config import SimpleMessageQueueConfig - -logger = logging.getLogger(__name__) - - -class MessagesPollFilter(logging.Filter): - """Filters out access logs for /messages/. - - The message queue client works with plain HTTP and as a form of pubsub - subscription indefintely polls the /messages/ endpoint on the server. To - avoid cluttering the logs, we filter out GET requests on that specific - endpoint. - """ - - def filter(self, record: logging.LogRecord) -> bool: - return "GET /messages/" not in record.getMessage() - - -uvicorn_logger = logging.getLogger("uvicorn.access") -uvicorn_logger.addFilter(MessagesPollFilter()) - - -class SimpleMessageQueueServer: - """An in-memory message queue that implements a push model for consumers. - - When registering, a specific queue for a consumer is created. - When a message is published, it is added to the queue for the given message type. - """ - - def __init__(self, config: SimpleMessageQueueConfig = SimpleMessageQueueConfig()): - self._config = config - self._queues: dict[str, deque] = {} - self._running = False - self._app = FastAPI() - - self._app.add_api_route( - "/", - self._home, - methods=["GET"], - ) - self._app.add_api_route( - "/topics/{topic}", - self._create_topic, - methods=["POST"], - ) - self._app.add_api_route( - "/messages/{topic}", - self._publish, - methods=["POST"], - ) - self._app.add_api_route( - "/messages/{topic}", - self._get_messages, - methods=["GET"], - ) - - async def launch_server(self) -> None: - """Launch the message queue as a FastAPI server.""" - logger.info(f"Launching message queue server at {self._config.base_url}") - self._running = True - - cfg = uvicorn.Config( - self._app, host=self._config.host, port=self._config.port or 80 - ) - server = uvicorn.Server(cfg) - - try: - await server.serve() - except asyncio.CancelledError: - self._running = False - await asyncio.gather(server.shutdown(), return_exceptions=True) - - # - # HTTP API endpoints - # - - async def _home(self) -> Dict[str, str]: - return { - "service_name": "message_queue", - "description": "Message queue for multi-agent system", - } - - async def _create_topic(self, topic: str) -> Any: - """If topic already exists, this is a no-op.""" - if topic not in self._queues: - self._queues[topic] = deque() - - async def _publish(self, message: QueueMessage, topic: str) -> Any: - """Publish message to a queue.""" - if topic not in self._queues: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=f"topic {topic} not found" - ) - - self._queues[topic].append(message) - - async def _get_messages(self, topic: str) -> QueueMessage | None: - if topic not in self._queues: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=f"topic {topic} not found" - ) - if queue := self._queues[topic]: - message: QueueMessage = queue.popleft() - return message - - return None diff --git a/llama_deploy/services/__init__.py b/llama_deploy/services/__init__.py deleted file mode 100644 index 9888a86..0000000 --- a/llama_deploy/services/__init__.py +++ /dev/null @@ -1,6 +0,0 @@ -from llama_deploy.services.workflow import WorkflowService, WorkflowServiceConfig - -__all__ = [ - "WorkflowService", - "WorkflowServiceConfig", -] diff --git a/llama_deploy/services/network_service_manager.py b/llama_deploy/services/network_service_manager.py deleted file mode 100644 index fe74060..0000000 --- a/llama_deploy/services/network_service_manager.py +++ /dev/null @@ -1,83 +0,0 @@ -import warnings -from typing import Any, Dict, Optional - -from llama_index.core.workflow import StartEvent, StopEvent, Workflow, step -from llama_index.core.workflow.service import ServiceManager, ServiceNotFoundError - -from llama_deploy.client import Client -from llama_deploy.control_plane.server import ControlPlaneConfig - - -class _NetworkWorkflow(Workflow): - def __init__( - self, - remote_service_name: str, - control_plane_config: ControlPlaneConfig | None = None, - **kwargs: Any, - ) -> None: - super().__init__(**kwargs) - if control_plane_config is not None: - warnings.warn( - "The control_plane_config parameter is deprecated and will be removed in a future version.", - DeprecationWarning, - stacklevel=2, - ) - self.remote_service_name = remote_service_name - # Use the same timeout for the client - self._client = Client(timeout=self._timeout) - - @step - async def run_remote_workflow(self, ev: StartEvent) -> StopEvent: - session = await self._client.core.sessions.create() - result = await session.run(self.remote_service_name, **ev.dict()) - await self._client.core.sessions.delete(session.id) - - return StopEvent(result=result) - - -class NetworkServiceManager(ServiceManager): - """Service manager implementing remote nested workflows. - - See https://docs.llamaindex.ai/en/stable/understanding/workflows/nested/ - """ - - def __init__( - self, - existing_services: Dict[str, Workflow] | None = None, - control_plane_config: ControlPlaneConfig | None = None, - ) -> None: - super().__init__() - if control_plane_config is not None: - warnings.warn( - "The control_plane_config parameter is deprecated and will be removed in a future version.", - DeprecationWarning, - stacklevel=2, - ) - # override with passed in/inherited services - self._services: Dict[str, Workflow] = existing_services or {} - self._client = Client() - - def get(self, name: str, default: Optional["Workflow"] = None) -> "Workflow": - try: - local_workflow = super().get(name, default=default) - except ServiceNotFoundError: - local_workflow = None - - services = self._client.sync.core.services.list() - - remote_service = None - for service in services: - if service.service_name == name: - remote_service = service - break - - # If the remove service exists, swap it in - if remote_service is not None: - return _NetworkWorkflow(name, timeout=None) - - # else default to the local workflow -- if it exists - if local_workflow is None: - msg = f"Service {name} not found" - raise ServiceNotFoundError(msg) - - return local_workflow diff --git a/llama_deploy/services/workflow.py b/llama_deploy/services/workflow.py deleted file mode 100644 index 86487c3..0000000 --- a/llama_deploy/services/workflow.py +++ /dev/null @@ -1,502 +0,0 @@ -import asyncio -import hashlib -import json -import os -import uuid -from asyncio.exceptions import CancelledError -from collections import defaultdict -from logging import getLogger -from typing import Any, Dict, Optional - -import httpx -from llama_index.core.workflow import Context, Workflow -from llama_index.core.workflow.context_serializers import ( - JsonPickleSerializer, - JsonSerializer, -) -from llama_index.core.workflow.handler import WorkflowHandler -from pydantic import BaseModel, ConfigDict, Field -from pydantic_settings import BaseSettings, SettingsConfigDict - -from llama_deploy.apiserver.tracing import ( - add_span_attribute, - add_span_event, - create_span, - trace_async_method, -) -from llama_deploy.control_plane.server import ( - CONTROL_PLANE_MESSAGE_TYPE, - ControlPlaneConfig, -) -from llama_deploy.message_queues.base import AbstractMessageQueue, PublishCallback -from llama_deploy.types import ( - ActionTypes, - QueueMessage, - ServiceDefinition, - TaskDefinition, - TaskResult, - TaskStream, -) - -logger = getLogger(__name__) -hash_secret = os.environ.get("LLAMA_DEPLOY_WF_SERVICE_HASH_SECRET", "default") - - -def _make_hash(context_str: str) -> str: - h = hashlib.sha256() - content = context_str + hash_secret - h.update(content.encode()) - return h.hexdigest() - - -class WorkflowServiceConfig(BaseSettings): - """Workflow service configuration.""" - - model_config = SettingsConfigDict(env_prefix="LLAMA_DEPLOY_WF_SERVICE_") - - host: str - port: int - internal_host: Optional[str] = None - internal_port: Optional[int] = None - service_name: str = "default_workflow_service" - description: str = "A service that wraps a llama-index workflow." - step_interval: float = 0.1 - max_concurrent_tasks: int = 8 - raise_exceptions: bool = False - use_tls: bool = False - - @property - def url(self) -> str: - if self.use_tls: - return f"https://{self.host}:{self.port}" - return f"http://{self.host}:{self.port}" - - -class WorkflowState(BaseModel): - """Holds the state of the workflow. - - Used to validate and pass message payloads. - - TODO: Should this be the general payload for all messages? - """ - - model_config = ConfigDict(arbitrary_types_allowed=True) - - hash: Optional[str] = Field( - default=None, description="Hash of the context, if any." - ) - state: dict = Field(default_factory=dict, description="Pickled state, if any.") - run_kwargs: Dict[str, Any] = Field( - default_factory=dict, description="Run kwargs needed to run the workflow." - ) - session_id: Optional[str] = Field( - default=None, description="Session ID for the current task." - ) - task_id: str = Field(description="Task ID for the current run.") - - -class WorkflowService: - """Workflow service. - - Wraps a llama-index workflow into a service. - """ - - def __init__( - self, - workflow: Workflow, - message_queue: AbstractMessageQueue, - config: WorkflowServiceConfig, - publish_callback: Optional[PublishCallback] = None, - ) -> None: - self._service_name = config.service_name - self._control_plane_config = ControlPlaneConfig() - self._control_plane_url = self._control_plane_config.url - - self.workflow = workflow - self.config = config - - self._lock = asyncio.Lock() - self._running = True - self._message_queue = message_queue - self._publisher_id = f"{self.__class__.__qualname__}-{uuid.uuid4()}" - self._publish_callback = publish_callback - - self._outstanding_calls: Dict[str, WorkflowState] = {} - self._ongoing_tasks: Dict[str, asyncio.Task] = {} - self._events_buffer: Dict[str, asyncio.Queue] = defaultdict(asyncio.Queue) - - @property - def service_name(self) -> str: - return self._service_name - - @property - def service_definition(self) -> ServiceDefinition: - """Service definition.""" - return ServiceDefinition( - service_name=self.config.service_name, - description=self.config.description, - host=self.config.host, - port=self.config.port, - ) - - @property - def message_queue(self) -> AbstractMessageQueue: - """Message queue.""" - return self._message_queue - - @property - def publisher_id(self) -> str: - """Publisher ID.""" - return self._publisher_id - - @property - def publish_callback(self) -> Optional[PublishCallback]: - """Publish callback, if any.""" - return self._publish_callback - - @property - def lock(self) -> asyncio.Lock: - return self._lock - - async def get_workflow_state(self, state: WorkflowState) -> Optional[Context]: - """Load the existing context from the workflow state. - - TODO: Support managing the workflow state? - """ - if state.session_id is None: - return None - - state_dict = await self.get_session_state(state.session_id) - if state_dict is None: - return None - - workflow_state_json = state_dict.get(state.session_id, None) - - if workflow_state_json is None: - return None - - workflow_state = WorkflowState.model_validate_json(workflow_state_json) - if workflow_state.state is None: - return None - - context_dict = workflow_state.state - context_str = json.dumps(context_dict) - context_hash = _make_hash(context_str) - - if workflow_state.hash is not None and context_hash != workflow_state.hash: - raise ValueError("Context hash does not match!") - - return Context.from_dict( - self.workflow, - workflow_state.state, - serializer=JsonPickleSerializer(), - ) - - async def set_workflow_state( - self, ctx: Context, current_state: WorkflowState - ) -> None: - """Set the workflow state for this session.""" - context_dict = ctx.to_dict(serializer=JsonPickleSerializer()) - context_str = json.dumps(context_dict) - context_hash = _make_hash(context_str) - - workflow_state = WorkflowState( - hash=context_hash, - state=context_dict, - run_kwargs=current_state.run_kwargs, - session_id=current_state.session_id, - task_id=current_state.task_id, - ) - - if current_state.session_id is None: - raise ValueError("Session ID is None! Cannot set workflow state.") - - session_state = await self.get_session_state(current_state.session_id) - if session_state: - session_state[current_state.session_id] = workflow_state.model_dump_json() - - # Store the state in the control plane - await self.update_session_state(current_state.session_id, session_state) - - @trace_async_method("workflow.process_call") - async def process_call(self, current_call: WorkflowState) -> None: - """Processes a given task, and writes a response to the message queue. - - Handles errors with a generic try/except, and publishes the error message - as the result. - - Args: - current_call (WorkflowState): - The state of the current task, including run_kwargs and other session state. - """ - add_span_attribute("task.id", current_call.task_id) - add_span_attribute("task.session_id", current_call.session_id or "none") - add_span_attribute("workflow.service_name", self.service_name) - - # create send_event background task - close_send_events = asyncio.Event() - handler = None - - try: - add_span_event("workflow.state.loading") - # load the state - with create_span("workflow.get_state", {"task.id": current_call.task_id}): - ctx = await self.get_workflow_state(current_call) - - add_span_event("workflow.execution.starting") - # run the workflow - with create_span("workflow.run", {"task.id": current_call.task_id}): - handler = self.workflow.run(ctx=ctx, **current_call.run_kwargs) - if handler.ctx is None: - # This should never happen, workflow.run actually sets the Context - # even if handler.ctx is typed as Optional[Context] - raise ValueError("Context cannot be None.") - - async def send_events( - handler: WorkflowHandler, close_event: asyncio.Event - ) -> None: - if handler.ctx is None: - raise ValueError("handler does not have a valid Context.") - - while not close_event.is_set(): - try: - event = self._events_buffer[ - current_call.task_id - ].get_nowait() - handler.ctx.send_event(event) - except asyncio.QueueEmpty: - pass - await asyncio.sleep(self.config.step_interval) - - _ = asyncio.create_task(send_events(handler, close_send_events)) - - index = 0 - serializer = JsonSerializer() - async for ev in handler.stream_events(): - # send the event to control plane for client / api server streaming - logger.debug(f"Publishing event: {ev}") - with create_span("workflow.event.publish", {"event.index": index}): - await self.message_queue.publish( - QueueMessage( - type=CONTROL_PLANE_MESSAGE_TYPE, - action=ActionTypes.TASK_STREAM, - data=TaskStream( - task_id=current_call.task_id, - session_id=current_call.session_id, - data=json.loads(serializer.serialize(ev)), - index=index, - ).model_dump(), - ), - self.get_topic(CONTROL_PLANE_MESSAGE_TYPE), - ) - index += 1 - - final_result = await handler - add_span_attribute("workflow.result.type", type(final_result).__name__) - - add_span_event("workflow.state.saving") - # dump the state - with create_span("workflow.set_state", {"task.id": current_call.task_id}): - await self.set_workflow_state(handler.ctx, current_call) - - add_span_event("workflow.result.publishing") - logger.info( - f"Publishing final result: {final_result} to '{self.get_topic(CONTROL_PLANE_MESSAGE_TYPE)}'" - ) - with create_span("workflow.result.publish"): - await self.message_queue.publish( - QueueMessage( - type=CONTROL_PLANE_MESSAGE_TYPE, - action=ActionTypes.COMPLETED_TASK, - data=TaskResult( - task_id=current_call.task_id, - history=[], - result=str(final_result), - data={}, - ).model_dump(), - ), - self.get_topic(CONTROL_PLANE_MESSAGE_TYPE), - ) - except Exception as e: - add_span_attribute("error.occurred", True) - add_span_attribute("error.type", type(e).__name__) - add_span_attribute("error.message", str(e)) - - if self.config.raise_exceptions: - raise e - - logger.error( - f"Encountered error in task {current_call.task_id}! {str(e)}", - exc_info=True, - ) - # dump the state - if handler is not None and handler.ctx is not None: - await self.set_workflow_state(handler.ctx, current_call) - - # return failure - with create_span("workflow.error.publish"): - await self.message_queue.publish( - QueueMessage( - type=CONTROL_PLANE_MESSAGE_TYPE, - action=ActionTypes.COMPLETED_TASK, - data=TaskResult( - task_id=current_call.task_id, - history=[], - result=str(e), - data={}, - ).model_dump(), - ), - self.get_topic(CONTROL_PLANE_MESSAGE_TYPE), - ) - finally: - # clean up - close_send_events.set() - async with self.lock: - self._outstanding_calls.pop(current_call.task_id, None) - self._ongoing_tasks.pop(current_call.task_id, None) - - async def manage_tasks(self) -> None: - """Acts as a manager to process outstanding tasks from a queue. - - Limits number of tasks in progress to `self.max_concurrent_tasks`. - - If the number of ongoing tasks is greater than or equal to `self.max_concurrent_tasks`, - they are buffered until there is room to run it. - """ - while True: - if not self._running: - await asyncio.sleep(self.config.step_interval) - continue - - # Check for completed tasks - completed_tasks = [ - task for task in self._ongoing_tasks.values() if task.done() - ] - for task in completed_tasks: - task_id = next(k for k, v in self._ongoing_tasks.items() if v == task) - self._ongoing_tasks.pop(task_id, None) - - # Start new tasks - async with self.lock: - new_calls = [ - (t, c) - for t, c in self._outstanding_calls.items() - if t not in self._ongoing_tasks - ] - - for task_id, current_call in new_calls: - if len(self._ongoing_tasks) >= self.config.max_concurrent_tasks: - break - task = asyncio.create_task(self.process_call(current_call)) - self._ongoing_tasks[task_id] = task - - await asyncio.sleep(0.1) # Small sleep to prevent busy-waiting - - async def processing_loop(self) -> None: - """The processing loop for the service with non-blocking concurrent task execution.""" - logger.info("Processing initiated.") - try: - await self.manage_tasks() - except CancelledError: - return - - async def _process_messages(self, topic: str) -> None: - try: - async for message in self._message_queue.get_messages(topic): - if message.action == ActionTypes.NEW_TASK: - task_def = TaskDefinition(**message.data or {}) - - run_kwargs = json.loads(task_def.input) - workflow_state = WorkflowState( - session_id=task_def.session_id, - task_id=task_def.task_id, - run_kwargs=run_kwargs, - ) - - async with self.lock: - self._outstanding_calls[task_def.task_id] = workflow_state - elif message.action == ActionTypes.SEND_EVENT: - serializer = JsonSerializer() - - task_def = TaskDefinition(**message.data or {}) - event = serializer.deserialize(task_def.input) - async with self.lock: - self._events_buffer[task_def.task_id].put_nowait(event) - - else: - raise ValueError(f"Unhandled action: {message.action}") - except asyncio.CancelledError: - pass - - async def launch_server(self) -> None: - tasks = [ - asyncio.create_task(self.processing_loop()), - asyncio.create_task( - self._process_messages(self.get_topic(self.service_name)) - ), - ] - - try: - await asyncio.gather(*tasks) - except asyncio.CancelledError: - for t in tasks: - t.cancel() - await asyncio.gather(*tasks) - - async def register_to_control_plane(self, control_plane_url: str) -> None: - """Register the service to the control plane.""" - self._control_plane_url = control_plane_url - async with httpx.AsyncClient() as client: - response = await client.post( - f"{control_plane_url}/services/register", - json=self.service_definition.model_dump(), - ) - response.raise_for_status() - self._control_plane_config = ControlPlaneConfig(**response.json()) - - async def deregister_from_control_plane(self) -> None: - """Deregister the service from the control plane.""" - if not self._control_plane_url: - raise ValueError( - "Control plane URL not set. Call register_to_control_plane first." - ) - async with httpx.AsyncClient() as client: - response = await client.post( - f"{self._control_plane_url}/services/deregister", - params={"service_name": self.service_name}, - ) - response.raise_for_status() - - async def get_session_state(self, session_id: str) -> dict[str, Any] | None: - """Get the session state from the control plane.""" - try: - async with httpx.AsyncClient() as client: - response = await client.get( - f"{self._control_plane_url}/sessions/{session_id}/state" - ) - if response.status_code == 404: - return None - else: - response.raise_for_status() - - return response.json() - except httpx.ConnectError: - # Let the service live without a control plane running - return None - - async def update_session_state( - self, session_id: str, state: dict[str, Any] - ) -> None: - """Update the session state in the control plane.""" - if not self._control_plane_url: - return - - async with httpx.AsyncClient() as client: - response = await client.post( - f"{self._control_plane_url}/sessions/{session_id}/state", - json=state, - ) - response.raise_for_status() - - def get_topic(self, msg_type: str) -> str: - return f"{self._control_plane_config.topic_namespace}.{msg_type}" diff --git a/llama_deploy/types/__init__.py b/llama_deploy/types/__init__.py index f0e4900..c0e1e8a 100644 --- a/llama_deploy/types/__init__.py +++ b/llama_deploy/types/__init__.py @@ -1,35 +1,21 @@ from .apiserver import DeploymentDefinition, Status, StatusEnum from .core import ( - CONTROL_PLANE_NAME, - ActionTypes, ChatMessage, EventDefinition, - HumanResponse, - QueueMessage, - QueueMessageStats, - ServiceDefinition, SessionDefinition, TaskDefinition, TaskResult, - TaskStream, generate_id, ) __all__ = [ - "CONTROL_PLANE_NAME", - "ActionTypes", "ChatMessage", "EventDefinition", - "HumanResponse", - "ServiceDefinition", "SessionDefinition", "TaskDefinition", "TaskResult", - "TaskStream", "generate_id", "DeploymentDefinition", "Status", "StatusEnum", - "QueueMessage", - "QueueMessageStats", ] diff --git a/llama_deploy/types/core.py b/llama_deploy/types/core.py index a0e4500..95dee4d 100644 --- a/llama_deploy/types/core.py +++ b/llama_deploy/types/core.py @@ -1,108 +1,13 @@ import uuid -from datetime import datetime -from enum import Enum -from typing import Any, Dict from llama_index.core.llms import ChatMessage -from pydantic import BaseModel, ConfigDict, Field +from pydantic import BaseModel, Field def generate_id() -> str: return str(uuid.uuid4()) -CONTROL_PLANE_NAME = "control_plane" - - -class ActionTypes(str, Enum): - """ - Action types for messages. - Different consumers will handle (or ignore) different action types. - """ - - NEW_TASK = "new_task" - COMPLETED_TASK = "completed_task" - REQUEST_FOR_HELP = "request_for_help" - NEW_TOOL_CALL = "new_tool_call" - COMPLETED_TOOL_CALL = "completed_tool_call" - TASK_STREAM = "task_stream" - SEND_EVENT = "send_event" - - -class QueueMessageStats(BaseModel): - """Stats for a queue message. - - Attributes: - publish_time (Optional[str]): - The time the message was published. - process_start_time (Optional[str]): - The time the message processing started. - process_end_time (Optional[str]): - The time the message processing ended. - trace_id (Optional[str]): - The trace ID for distributed tracing. - span_id (Optional[str]): - The span ID for distributed tracing. - """ - - publish_time: str | None = Field(default=None) - process_start_time: str | None = Field(default=None) - process_end_time: str | None = Field(default=None) - trace_id: str | None = Field(default=None) - span_id: str | None = Field(default=None) - - @staticmethod - def timestamp_str(format: str = "%Y-%m-%d %H:%M:%S") -> str: - return datetime.now().strftime(format) - - def set_trace_context(self) -> None: - """Set trace context from current span if tracing is enabled.""" - try: - from opentelemetry import trace - - current_span = trace.get_current_span() - if current_span and current_span.is_recording(): - ctx = current_span.get_span_context() - self.trace_id = format(ctx.trace_id, "032x") - self.span_id = format(ctx.span_id, "016x") - except ImportError: - # OpenTelemetry not available - pass - except Exception: - # Silently ignore tracing errors - pass - - -class QueueMessage(BaseModel): - """A message for the message queue. - - Attributes: - id_ (str): - The id of the message. - publisher_id (str): - The id of the publisher. - data (Dict[str, Any]): - The data of the message. - action (Optional[ActionTypes]): - The action of the message, used for deciding how to process the message. - stats (QueueMessageStats): - The stats of the message. - type (str): - The type of the message. Typically this is a service name. - """ - - model_config = ConfigDict(arbitrary_types_allowed=True) - - id_: str = Field(default_factory=lambda: str(uuid.uuid4())) - publisher_id: str = Field(default="default", description="Id of publisher.") - data: Dict[str, Any] = Field(default_factory=dict) - action: ActionTypes | None = None - stats: QueueMessageStats = Field(default_factory=QueueMessageStats) - type: str = Field( - default="default", description="Type of the message, used for routing." - ) - - class TaskDefinition(BaseModel): """ The definition and state of a task. @@ -176,62 +81,3 @@ class TaskResult(BaseModel): history: list[ChatMessage] result: str data: dict = Field(default_factory=dict) - - -class TaskStream(BaseModel): - """ - A stream of data generated by a task. - - Attributes: - task_id (str): - The associated task ID. - data (list[dict]): - The stream data. - index (int): - The index of the stream data. - """ - - task_id: str - session_id: str | None - data: dict - index: int - - -class ServiceDefinition(BaseModel): - """ - The definition of a service, bundles useful information describing the service. - - Attributes: - service_name (str): - The name of the service. - description (str): - A description of the service and it's purpose. - prompt (list[ChatMessage]): - Specific instructions for the service. - host (str | None): - The host of the service, if its a network service. - port (int | None): - The port of the service, if its a network service. - """ - - service_name: str = Field(description="The name of the service.") - description: str = Field( - description="A description of the service and it's purpose." - ) - prompt: list[ChatMessage] = Field( - default_factory=list, description="Specific instructions for the service." - ) - host: str | None = None - port: int | None = None - - -class HumanResponse(BaseModel): - """ - A simple human response. - - Attributes: - response (str): - The human response. - """ - - result: str diff --git a/templates/basic/src/workflow.py b/templates/basic/src/workflow.py index b459367..4af83fb 100644 --- a/templates/basic/src/workflow.py +++ b/templates/basic/src/workflow.py @@ -1,7 +1,8 @@ import asyncio -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step from llama_index.llms.openai import OpenAI +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent # create a completion workflow diff --git a/tests/apiserver/conftest.py b/tests/apiserver/conftest.py index 10e7b03..8d2ddac 100644 --- a/tests/apiserver/conftest.py +++ b/tests/apiserver/conftest.py @@ -4,7 +4,8 @@ from unittest import mock import pytest from fastapi.testclient import TestClient -from llama_index.core.workflow import Workflow, StartEvent, StopEvent, step +from workflows import Workflow, step +from workflows.events import StartEvent, StopEvent from llama_deploy.apiserver.app import app from llama_deploy.apiserver.deployment import Deployment diff --git a/tests/apiserver/routers/test_deployments.py b/tests/apiserver/routers/test_deployments.py index 144782c..51e6cb8 100644 --- a/tests/apiserver/routers/test_deployments.py +++ b/tests/apiserver/routers/test_deployments.py @@ -11,8 +11,8 @@ import httpx import pytest import respx from fastapi.testclient import TestClient -from llama_index.core.workflow.context_serializers import JsonSerializer -from llama_index.core.workflow.events import Event +from workflows.context import JsonSerializer +from workflows.events import Event from llama_deploy.apiserver.deployment_config_parser import DeploymentConfig from llama_deploy.types import TaskResult @@ -329,7 +329,7 @@ async def test_get_event_stream_raw( assert data["__is_pydantic"] is True assert "value" in data assert "qualified_name" in data - assert data["qualified_name"] == "llama_index.core.workflow.events.Event" + assert data["qualified_name"] == "workflows.events.Event" ix += 1 diff --git a/tests/apiserver/test_config_parser.py b/tests/apiserver/test_config_parser.py index 3864a4c..fe986f9 100644 --- a/tests/apiserver/test_config_parser.py +++ b/tests/apiserver/test_config_parser.py @@ -5,11 +5,6 @@ from llama_deploy.apiserver.deployment_config_parser import DeploymentConfig def do_assert(config: DeploymentConfig) -> None: assert config.name == "MyDeployment" - - assert config.control_plane.port == 8000 - - assert config.message_queue is not None - assert config.message_queue.type == "simple" assert config.default_service == "myworkflow" wf_config = config.services["myworkflow"] diff --git a/tests/apiserver/test_deployment.py b/tests/apiserver/test_deployment.py index f8e3b22..e315cea 100644 --- a/tests/apiserver/test_deployment.py +++ b/tests/apiserver/test_deployment.py @@ -22,7 +22,6 @@ from llama_deploy.apiserver.deployment_config_parser import ( SyncPolicy, UIService, ) -from llama_deploy.control_plane import ControlPlaneConfig @pytest.fixture @@ -30,7 +29,6 @@ def deployment_config() -> DeploymentConfig: return DeploymentConfig( # type: ignore **{ # type: ignore "name": "test-deployment", - "control-plane": ControlPlaneConfig(), "services": {}, } ) @@ -43,7 +41,7 @@ def mock_local_source_manager() -> Generator[mock.MagicMock, Any, None]: # Make the mock class return itself when called, as the SOURCE_MANAGERS dict is a dict of factories mock_sm.return_value = mock_sm - SOURCE_MANAGERS[SourceType.local] = mock_sm + SOURCE_MANAGERS[SourceType.local] = mock_sm # type: ignore yield mock_sm SOURCE_MANAGERS[SourceType.local] = original diff --git a/tests/cli/test_init.py b/tests/cli/test_init.py index 2814b3b..7b0df01 100644 --- a/tests/cli/test_init.py +++ b/tests/cli/test_init.py @@ -1,8 +1,9 @@ import os -import pytest import tempfile +import pytest from click.testing import CliRunner + from llama_deploy.cli import llamactl @@ -21,10 +22,6 @@ def test_basic_init_e2e(runner: CliRunner) -> None: "test-project", "--destination", temp_dir, - "--port", - "8080", - "--message-queue-type", - "redis", "--template", "basic", ], @@ -37,7 +34,6 @@ def test_basic_init_e2e(runner: CliRunner) -> None: text = f.read() assert "OPENAI_API_KEY" in text assert "ui:" in text - assert "type: redis" in text def test_basic_init_e2e_no_ui(runner: CliRunner) -> None: @@ -50,10 +46,6 @@ def test_basic_init_e2e_no_ui(runner: CliRunner) -> None: "test-project", "--destination", temp_dir, - "--port", - "8080", - "--message-queue-type", - "redis", "--template", "none", ], diff --git a/tests/client/models/test_core.py b/tests/client/models/test_core.py deleted file mode 100644 index d542432..0000000 --- a/tests/client/models/test_core.py +++ /dev/null @@ -1,405 +0,0 @@ -import json -from unittest import mock - -import httpx -import pytest -from llama_index.core.workflow import Event -from llama_index.core.workflow.context_serializers import JsonSerializer - -from llama_deploy.client.models.core import ( - Core, - Service, - ServiceCollection, - Session, - SessionCollection, -) -from llama_deploy.types.core import ( - EventDefinition, - ServiceDefinition, - TaskDefinition, - TaskResult, -) - - -@pytest.mark.asyncio -async def test_session_run(client: mock.AsyncMock) -> None: - client.request.side_effect = [ - # First call to create task - mock.MagicMock(json=lambda: "test_task_id"), - # Second call to get task result, simulate task not done - mock.MagicMock(json=lambda: None), - # Third call to get task result, simulate task done - mock.MagicMock( - json=lambda: TaskResult( - task_id="test_task_id", result="test result", history=[] - ).model_dump() - ), - ] - - session = Session(client=client, id="test_session_id") - result = await session.run("test_service", test_param="test_value") - - assert result == "test result" - - -@pytest.mark.asyncio -async def test_session_create_task(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock(json=lambda: "test_task_id") - - session = Session(client=client, id="test_session_id") - task_def = TaskDefinition(input="test input", service_id="test_service") - task_id = await session.create_task(task_def) - - assert task_id == "test_task_id" - - -@pytest.mark.asyncio -async def test_session_get_task_result(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock( - json=lambda: {"task_id": "test_task_id", "result": "test_result", "history": []} - ) - - session = Session(client=client, id="test_session_id") - result = await session.get_task_result("test_task_id") - - assert result.result == "test_result" if result else "" - client.request.assert_awaited_with( - "GET", - "http://localhost:8000/sessions/test_session_id/tasks/test_task_id/result", - ) - - -@pytest.mark.asyncio -async def test_service_collection_register(client: mock.AsyncMock) -> None: - coll = ServiceCollection(client=client, items={}) - service = ServiceDefinition(service_name="test_service", description="some service") - await coll.register(service) - - client.request.assert_awaited_with( - "POST", - "http://localhost:8000/services/register", - json={ - "service_name": "test_service", - "description": "some service", - "prompt": [], - "host": None, - "port": None, - }, - ) - - -@pytest.mark.asyncio -async def test_service_collection_deregister(client: mock.AsyncMock) -> None: - coll = ServiceCollection( - client=client, - items={"test_service": Service(client=client, id="test_service")}, - ) - await coll.deregister("test_service") - - client.request.assert_awaited_with( - "POST", - "http://localhost:8000/services/deregister", - params={"service_name": "test_service"}, - ) - - -@pytest.mark.asyncio -async def test_core_services(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock( - json=lambda: {"test_service": {"name": "test_service"}} - ) - - core = Core(client=client, id="core") - services = await core.services.list() - - client.request.assert_awaited_with("GET", "http://localhost:8000/services") - assert services[0].id == "test_service" - - -@pytest.mark.asyncio -async def test_session_collection_create(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock(json=lambda: "test_session_id") - - coll = SessionCollection(client=client, items={}) - session = await coll.create() - - client.request.assert_awaited_with("POST", "http://localhost:8000/sessions/create") - assert isinstance(session, Session) - assert session.id == "test_session_id" - - -@pytest.mark.asyncio -async def test_session_collection_get_existing(client: mock.AsyncMock) -> None: - coll = SessionCollection(client=client, items={}) - session = await coll.get("test_session_id") - - client.request.assert_awaited_with( - "GET", "http://localhost:8000/sessions/test_session_id" - ) - assert isinstance(session, Session) - assert session.id == "test_session_id" - - -@pytest.mark.asyncio -async def test_session_collection_get_nonexistent(client: mock.AsyncMock) -> None: - client.request.side_effect = httpx.HTTPStatusError( - "Not Found", request=mock.MagicMock(), response=mock.MagicMock(status_code=404) - ) - - coll = SessionCollection(client=client, items={}) - - with pytest.raises(httpx.HTTPStatusError, match="Not Found"): - await coll.get("test_session_id") - - -@pytest.mark.asyncio -async def test_session_collection_get_or_create_existing( - client: mock.AsyncMock, -) -> None: - coll = SessionCollection(client=client, items={}) - session = await coll.get_or_create("test_session_id") - - client.request.assert_awaited_with( - "GET", "http://localhost:8000/sessions/test_session_id" - ) - assert isinstance(session, Session) - assert session.id == "test_session_id" - - -@pytest.mark.asyncio -async def test_session_collection_get_or_create_nonexistent( - client: mock.AsyncMock, -) -> None: - client.request.side_effect = [ - httpx.HTTPStatusError( - "Not Found", - request=mock.MagicMock(), - response=mock.MagicMock(status_code=404), - ), - mock.MagicMock(json=lambda: "test_session_id"), - ] - - coll = SessionCollection(client=client, items={}) - await coll.get_or_create("test_session_id") - client.request.assert_awaited_with("POST", "http://localhost:8000/sessions/create") - - -@pytest.mark.asyncio -async def test_session_collection_get_or_create_error( - client: mock.AsyncMock, -) -> None: - client.request.side_effect = [ - httpx.HTTPStatusError( - "Not Available", - request=mock.MagicMock(), - response=mock.MagicMock(status_code=503), - ) - ] - - coll = SessionCollection(client=client, items={}) - with pytest.raises(httpx.HTTPStatusError): - await coll.get_or_create("test_session_id") - - -@pytest.mark.asyncio -async def test_session_collection_delete(client: mock.AsyncMock) -> None: - coll = SessionCollection(client=client, items={}) - await coll.delete("test_session_id") - - client.request.assert_awaited_with( - "POST", "http://localhost:8000/sessions/test_session_id/delete" - ) - - -@pytest.mark.asyncio -async def test_core_sessions(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock( - json=lambda: {"test_session": {"id": "test_session"}} - ) - - core = Core(client=client, id="core") - sessions = await core.sessions.list() - - client.request.assert_awaited_with("GET", "http://localhost:8000/sessions") - assert sessions[0].id == "test_session" - - -@pytest.mark.asyncio -async def test_session_get_tasks(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock( - json=lambda: [ - { - "input": "task1 input", - "service_id": "agent1", - "session_id": "test_session_id", - }, - { - "input": "task2 input", - "service_id": "agent2", - "session_id": "test_session_id", - }, - ] - ) - - session = Session(client=client, id="test_session_id") - tasks = await session.get_tasks() - - client.request.assert_awaited_with( - "GET", "http://localhost:8000/sessions/test_session_id/tasks" - ) - assert len(tasks) == 2 - assert all(isinstance(task, TaskDefinition) for task in tasks) - assert tasks[0].input == "task1 input" - assert tasks[0].service_id == "agent1" - assert tasks[0].session_id == "test_session_id" - assert tasks[1].input == "task2 input" - assert tasks[1].service_id == "agent2" - assert tasks[1].session_id == "test_session_id" - - -@pytest.mark.asyncio -async def test_session_send_event(client: mock.AsyncMock) -> None: - event = Event(event_type="test_event", payload={"key": "value"}) - session = Session(client=client, id="test_session_id") - - await session.send_event("test_service", "test_task_id", event) - - client.request.assert_awaited_once_with( - "POST", - "http://localhost:8000/sessions/test_session_id/tasks/test_task_id/send_event", - json={"event_obj_str": mock.ANY, "service_id": "test_service"}, - ) - - -@pytest.mark.asyncio -async def test_session_send_event_def(client: mock.AsyncMock) -> None: - event = Event(event_type="test_event", payload={"key": "value"}) - s = JsonSerializer() - event_def = EventDefinition( - service_id="test_session_id", event_obj_str=s.serialize(event) - ) - session = Session(client=client, id="test_session_id") - - await session.send_event_def("test_task_id", event_def) - - client.request.assert_awaited_once_with( - "POST", - "http://localhost:8000/sessions/test_session_id/tasks/test_task_id/send_event", - json=event_def.model_dump(), - ) - - -@pytest.mark.asyncio -async def test_session_run_nowait(client: mock.AsyncMock) -> None: - client.request.return_value = mock.MagicMock(json=lambda: "test_task_id") - - session = Session(client=client, id="test_session_id") - task_id = await session.run_nowait("test_service", test_param="test_value") - - assert task_id == "test_task_id" - client.request.assert_awaited_once_with( - "POST", - "http://localhost:8000/sessions/test_session_id/tasks", - json={ - "input": '{"test_param": "test_value"}', - "service_id": "test_service", - "session_id": "test_session_id", - "task_id": mock.ANY, - }, - ) - - -@pytest.mark.asyncio -async def test_get_task_result_stream_success(client: mock.AsyncMock) -> None: - class MockResponse: - async def aiter_lines(self): # type: ignore - yield json.dumps({"status": "running", "progress": 0}) - yield json.dumps({"status": "completed", "progress": 100}) - - def raise_for_status(self): # type: ignore - pass - - class MockStreamClient: - async def __aenter__(self): # type: ignore - return MockResponse() - - async def __aexit__(self, *args): # type: ignore - pass - - class HttpxMockClient: - async def __aenter__(self): # type: ignore - return self - - async def __aexit__(self, *args): # type: ignore - pass - - def stream(self, *args, **kwargs): # type: ignore - return MockStreamClient() - - with mock.patch("httpx.AsyncClient", return_value=HttpxMockClient()): - session = Session(client=client, id="test_session_id") - - results = [] - async for result in session.get_task_result_stream("test_task_id"): - results.append(result) - - assert len(results) == 2 - assert results[0]["status"] == "running" - assert results[1]["status"] == "completed" - - -@pytest.mark.asyncio -async def test_get_task_result_stream_timeout(client: mock.AsyncMock) -> None: - class Mock404Response: - status_code = 404 - - class HttpxMockClient: - async def __aenter__(self): # type: ignore - return self - - async def __aexit__(self, *args): # type: ignore - pass - - def stream(self, *args, **kwargs): # type: ignore - raise httpx.HTTPStatusError( - "404 Not Found", - request=mock.MagicMock(), - response=Mock404Response(), # type: ignore - ) - - with mock.patch("httpx.AsyncClient", return_value=HttpxMockClient()) as mock_client: - client.timeout = 1 - session = Session(client=client, id="test_session_id") - - with pytest.raises(TimeoutError): - async for _ in session.get_task_result_stream("test_task_id"): - pass - - mock_client.assert_called_with(timeout=1) - - -@pytest.mark.asyncio -async def test_get_task_result_stream_error(client: mock.AsyncMock) -> None: - class Mock500Response: - status_code = 500 - - class HttpxMockClient: - async def __aenter__(self): # type: ignore - return self - - async def __aexit__(self, *args): # type: ignore - pass - - def stream(self, *args, **kwargs): # type: ignore - raise httpx.HTTPStatusError( - "500 Internal Server Error", - request=mock.MagicMock(), - response=Mock500Response(), # type: ignore - ) - - with mock.patch("httpx.AsyncClient", return_value=HttpxMockClient()): - session = Session(client=client, id="test_session_id") - - with pytest.raises(httpx.HTTPStatusError): - async for _ in session.get_task_result_stream("test_task_id"): - pass diff --git a/tests/client/test_client.py b/tests/client/test_client.py index 71bfad8..04544b2 100644 --- a/tests/client/test_client.py +++ b/tests/client/test_client.py @@ -4,7 +4,7 @@ import pytest from llama_deploy.client import Client from llama_deploy.client.client import _SyncClient -from llama_deploy.client.models import ApiServer, Core +from llama_deploy.client.models import ApiServer def test_client_init_default() -> None: @@ -43,9 +43,7 @@ async def test_client_sync_within_loop() -> None: def test_client_attributes() -> None: c = Client() assert type(c.apiserver) is ApiServer - assert type(c.core) is Core assert issubclass(type(c.sync.apiserver), ApiServer) - assert issubclass(type(c.sync.core), Core) @pytest.mark.asyncio diff --git a/tests/conftest.py b/tests/conftest.py deleted file mode 100644 index cc18815..0000000 --- a/tests/conftest.py +++ /dev/null @@ -1,17 +0,0 @@ -import asyncio -from typing import Any - -import pytest_asyncio - -from llama_deploy.message_queues.simple.server import SimpleMessageQueueServer - - -@pytest_asyncio.fixture(scope="function") -async def message_queue_server() -> Any: - """Starts a SimpleMessageQueueServer instance ready to serve requests.""" - mqs = SimpleMessageQueueServer() - server_task = asyncio.create_task(mqs.launch_server()) - await asyncio.sleep(0.5) - yield - server_task.cancel() - await server_task diff --git a/tests/control_plane/__init__.py b/tests/control_plane/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/tests/control_plane/conftest.py b/tests/control_plane/conftest.py deleted file mode 100644 index 6ceb2aa..0000000 --- a/tests/control_plane/conftest.py +++ /dev/null @@ -1,25 +0,0 @@ -from typing import Any -from unittest import mock - -import pytest -from fastapi.testclient import TestClient - -from llama_deploy.control_plane.server import ControlPlaneConfig, ControlPlaneServer - - -@pytest.fixture -def kvstore() -> Any: - with mock.patch( - "llama_deploy.control_plane.server.SimpleKVStore" - ) as mocked_kvstore: - mock_instance = mock.AsyncMock() - mocked_kvstore.return_value = mock_instance - yield mock_instance - - -@pytest.fixture -def http_client(kvstore: Any) -> TestClient: - server = ControlPlaneServer( - message_queue=mock.AsyncMock(), config=ControlPlaneConfig(cors_origins=["*"]) - ) - return TestClient(server.app) diff --git a/tests/control_plane/test_config.py b/tests/control_plane/test_config.py deleted file mode 100644 index 6495960..0000000 --- a/tests/control_plane/test_config.py +++ /dev/null @@ -1,63 +0,0 @@ -from unittest import mock - -import pytest - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.control_plane.config import parse_state_store_uri - - -def test_config_url() -> None: - cfg = ControlPlaneConfig(host="localhost", port=4242) - assert cfg.url == "http://localhost:4242" - cfg = ControlPlaneConfig(host="localhost", port=4242, use_tls=True) - assert cfg.url == "https://localhost:4242" - - -def test_parse_state_store_uri_malformed() -> None: - with pytest.raises(ValueError, match="key-value store '' is not supported."): - parse_state_store_uri("some_wrong_uri") - - with pytest.raises(ValueError, match="key-value store 'foo' is not supported."): - parse_state_store_uri("foo://user:pass@host/database") - - -# Ensure the module is never available, even if the package is installed -@mock.patch.dict("sys.modules", {"llama_index.storage.kvstore.redis": None}) -def test_parse_state_store_uri_redis_not_installed() -> None: - with pytest.raises( - ValueError, match="pip install llama-index-storage-kvstore-redis" - ): - parse_state_store_uri("redis://localhost/") - - -def test_parse_state_store_uri_redis() -> None: - redis_mock = mock.MagicMock() - - with mock.patch.dict( - "sys.modules", {"llama_index.storage.kvstore.redis": redis_mock} - ): - parse_state_store_uri("redis://localhost/") - calls = redis_mock.mock_calls - assert len(calls) == 1 - assert calls[0].kwargs == {"redis_uri": "redis://localhost/"} - - -# Ensure the module is never available, even if the package is installed -@mock.patch.dict("sys.modules", {"llama_index.storage.kvstore.mongodb": None}) -def test_parse_state_store_uri_mongodb_not_installed() -> None: - with pytest.raises( - ValueError, match="pip install llama-index-storage-kvstore-mongodb" - ): - parse_state_store_uri("mongodb+srv://localhost/") - - -def test_parse_state_store_uri_mongodb() -> None: - redis_mock = mock.MagicMock() - - with mock.patch.dict( - "sys.modules", {"llama_index.storage.kvstore.mongodb": redis_mock} - ): - parse_state_store_uri("mongodb+srv://localhost/") - calls = redis_mock.mock_calls - assert len(calls) == 1 - assert calls[0].kwargs == {"uri": "mongodb+srv://localhost/"} diff --git a/tests/control_plane/test_server.py b/tests/control_plane/test_server.py deleted file mode 100644 index 7e02a6d..0000000 --- a/tests/control_plane/test_server.py +++ /dev/null @@ -1,123 +0,0 @@ -from typing import Any -from unittest import mock - -import pytest -from fastapi.testclient import TestClient - -from llama_deploy.control_plane import ControlPlaneConfig, ControlPlaneServer -from llama_deploy.message_queues import SimpleMessageQueueServer -from llama_deploy.types import TaskDefinition - - -def test_control_plane_init() -> None: - mq = SimpleMessageQueueServer() - cp = ControlPlaneServer(mq) # type: ignore - assert cp._state_store is not None - assert cp._config is not None - - assert cp.message_queue == mq - assert cp.publisher_id.startswith("ControlPlaneServer-") - assert cp.publish_callback is None - - assert cp.get_topic("msg_type") == "llama_deploy.msg_type" - - -def test_control_plane_init_state_store() -> None: - mocked_store = mock.MagicMock() - with pytest.raises(ValueError): - ControlPlaneServer( - SimpleMessageQueueServer(), # type: ignore - state_store=mocked_store, - config=ControlPlaneConfig(state_store_uri="test/uri"), - ) - - cp = ControlPlaneServer(SimpleMessageQueueServer(), state_store=mocked_store) # type: ignore - assert cp._state_store == mocked_store - - with mock.patch( - "llama_deploy.control_plane.server.parse_state_store_uri" - ) as mocked_parse: - ControlPlaneServer( - SimpleMessageQueueServer(), # type: ignore - config=ControlPlaneConfig(state_store_uri="test/uri"), - ) - mocked_parse.assert_called_with("test/uri") - - -def test_add_task_to_session_not_found(http_client: TestClient, kvstore: Any) -> None: - kvstore.aget.return_value = None - td = TaskDefinition(input="") - response = http_client.post("/sessions/test_session_id/tasks", json=td.model_dump()) - assert response.status_code == 404 - - -def test_add_task_to_session_populate_session_id( - http_client: TestClient, kvstore: Any -) -> None: - kvstore.aget.return_value = {} - td = TaskDefinition(input="", service_id="test-id") - response = http_client.post("/sessions/test_session_id/tasks", json=td.model_dump()) - assert response.status_code == 200 - # The second call to aput() contains the updated task definition - assert kvstore.aput.await_args_list[1].args[1]["session_id"] == "test_session_id" - - -def test_add_task_to_session_session_id_mismatch( - http_client: TestClient, kvstore: Any -) -> None: - kvstore.aget.return_value = {} - td = TaskDefinition(input="", service_id="test-id", session_id="wrong-id") - response = http_client.post("/sessions/test-session-id/tasks", json=td.model_dump()) - assert response.status_code == 400 - assert ( - response.json()["detail"] - == "Wrong task definition: task.session_id is wrong-id but should be test-session-id" - ) - - -@pytest.mark.asyncio -async def test_launch_server(monkeypatch: Any) -> None: - """Test the launch_server method with proper mocking.""" - # Create mocks - mock_message_queue = mock.AsyncMock() - - # Create server with custom config - config = ControlPlaneConfig( - host="localhost", port=8000, internal_host="127.0.0.1", internal_port=8001 - ) - server = ControlPlaneServer(message_queue=mock_message_queue, config=config) - # mock with MagicMock, not AsyncMock, otherwise mock will never be awaited - monkeypatch.setattr(server, "_process_messages", mock.MagicMock()) - - # Mock uvicorn and asyncio components - with ( - mock.patch("llama_deploy.control_plane.server.uvicorn") as mock_uvicorn, - mock.patch("llama_deploy.control_plane.server.asyncio") as mock_asyncio, - mock.patch("llama_deploy.control_plane.server.logger") as mock_logger, - ): - # Setup mocks - mock_server_instance = mock.AsyncMock() - mock_uvicorn.Server.return_value = mock_server_instance - mock_task = mock.AsyncMock() - mock_asyncio.create_task.return_value = mock_task - mock_asyncio.gather.return_value = None - - # Test normal execution path - try: - await server.launch_server() - except Exception: - # Expected since we're mocking the server.serve() call - pass - - # Verify logging - mock_logger.info.assert_called_with( - "Launching control plane server at 127.0.0.1:8001" - ) - - # Verify task creation - mock_asyncio.create_task.assert_called_once() - - # Verify uvicorn server setup - mock_uvicorn.Config.assert_called_once_with( - server.app, host="127.0.0.1", port=8001 - ) diff --git a/tests/control_plane/test_utils.py b/tests/control_plane/test_utils.py deleted file mode 100644 index 500c805..0000000 --- a/tests/control_plane/test_utils.py +++ /dev/null @@ -1,9 +0,0 @@ -from llama_deploy.control_plane.utils import get_result_key, get_stream_key - - -def test_get_result_key() -> None: - assert get_result_key("test_task") == "result_test_task" - - -def test_get_stream_key() -> None: - assert get_stream_key("test_task") == "stream_test_task" diff --git a/tests/message_queues/simple/__init__.py b/tests/message_queues/simple/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/tests/message_queues/simple/conftest.py b/tests/message_queues/simple/conftest.py deleted file mode 100644 index 9e71dad..0000000 --- a/tests/message_queues/simple/conftest.py +++ /dev/null @@ -1,10 +0,0 @@ -import pytest -from fastapi.testclient import TestClient - -from llama_deploy.message_queues.simple.server import SimpleMessageQueueServer - - -@pytest.fixture -def http_client() -> TestClient: - mqs = SimpleMessageQueueServer() - return TestClient(mqs._app) diff --git a/tests/message_queues/simple/test_client.py b/tests/message_queues/simple/test_client.py deleted file mode 100644 index b7ec92b..0000000 --- a/tests/message_queues/simple/test_client.py +++ /dev/null @@ -1,16 +0,0 @@ -import pytest - -from llama_deploy.message_queues.simple.client import SimpleMessageQueue -from llama_deploy.message_queues.simple.config import SimpleMessageQueueConfig - - -@pytest.mark.asyncio -async def test_cleanup_local() -> None: - mq = SimpleMessageQueue() - await mq.cleanup() - - -def test_as_config() -> None: - cfg = SimpleMessageQueueConfig() - mq = SimpleMessageQueue(cfg) - assert mq.as_config() == cfg diff --git a/tests/message_queues/simple/test_config.py b/tests/message_queues/simple/test_config.py deleted file mode 100644 index 5c76b43..0000000 --- a/tests/message_queues/simple/test_config.py +++ /dev/null @@ -1,8 +0,0 @@ -from llama_deploy.message_queues.simple.config import SimpleMessageQueueConfig - - -def test_base_url() -> None: - cfg = SimpleMessageQueueConfig() - assert cfg.base_url == "http://127.0.0.1:8001/" - cfg = SimpleMessageQueueConfig(port=80) - assert cfg.base_url == "http://127.0.0.1/" diff --git a/tests/message_queues/simple/test_server.py b/tests/message_queues/simple/test_server.py deleted file mode 100644 index a396d4d..0000000 --- a/tests/message_queues/simple/test_server.py +++ /dev/null @@ -1,94 +0,0 @@ -import logging - -import pytest -from fastapi.testclient import TestClient - -from llama_deploy.message_queues.simple import ( - SimpleMessageQueue, - SimpleMessageQueueConfig, - SimpleMessageQueueServer, -) -from llama_deploy.message_queues.simple.server import MessagesPollFilter -from llama_deploy.types import QueueMessage - - -def test_home(http_client: TestClient) -> None: - response = http_client.get("/") - assert response.status_code == 200 - assert response.json() == { - "description": "Message queue for multi-agent system", - "service_name": "message_queue", - } - - -def test_create_topic(http_client: TestClient) -> None: - response = http_client.post("/topics/test_topic") - assert response.status_code == 200 - response = http_client.post("/topics/test_topic") - assert response.status_code == 200 # topic already exists, no-op - - -def test_publish(http_client: TestClient) -> None: - response = http_client.post("/messages/foo", json=QueueMessage().model_dump()) - assert response.status_code == 404 - - -def test_get_messages(http_client: TestClient) -> None: - response = http_client.get("/messages/foo") - assert response.status_code == 404 - - -# https://github.com/encode/uvicorn/issues/1908 -@pytest.mark.filterwarnings("ignore:websockets") -@pytest.mark.asyncio() -async def test_roundtrip(message_queue_server: SimpleMessageQueueServer) -> None: - # Arrange - mq = SimpleMessageQueue(SimpleMessageQueueConfig(raise_exceptions=True)) - - # Act - await mq.publish( - QueueMessage(publisher_id="test", id_="1", type="test_one"), topic="test_one" - ) - await mq.publish( - QueueMessage(publisher_id="test", id_="2", type="test_one"), topic="test_one" - ) - await mq.publish( - QueueMessage(publisher_id="test", id_="3", type="test_two"), topic="test_two" - ) - - expected = ["1", "2"] - async for message in mq.get_messages("test_one"): - assert expected.pop(0) == message.id_ - if not expected: - break - - expected = ["3"] - async for message in mq.get_messages("test_two"): - assert expected.pop(0) == message.id_ - if not expected: - break - - -def test_log_filter() -> None: - f = MessagesPollFilter() - r = logging.LogRecord( - "", - logging.INFO, - "", - 42, - "GET /messages/llama_deploy.control_plane HTTP/1.1", - None, - None, - ) - assert f.filter(r) is False - - r = logging.LogRecord( - "", - logging.INFO, - "", - 42, - "POST /messages/llama_deploy.control_plane HTTP/1.1", - None, - None, - ) - assert f.filter(r) is True diff --git a/tests/message_queues/test_apache_kafka.py b/tests/message_queues/test_apache_kafka.py deleted file mode 100644 index 1a75f7d..0000000 --- a/tests/message_queues/test_apache_kafka.py +++ /dev/null @@ -1,60 +0,0 @@ -import json -from unittest.mock import AsyncMock, MagicMock, patch - -import pytest - -from llama_deploy.message_queues.apache_kafka import ( - KafkaMessageQueue, - KafkaMessageQueueConfig, -) -from llama_deploy.types import QueueMessage - -try: - import aiokafka -except (ModuleNotFoundError, ImportError): - aiokafka = None - - -def test_init() -> None: - # arrange/act - mq = KafkaMessageQueue(KafkaMessageQueueConfig(url="0.0.0.0:5555")) - - # assert - assert mq._config.url == "0.0.0.0:5555" - - -def test_from_url_params() -> None: - # arrange - host = "mock-host" - port = 8080 - - # act - mq = KafkaMessageQueue.from_url_params(host=host, port=port) - - # assert - assert mq._config.url == f"{host}:{port}" - - -@pytest.mark.asyncio() -@pytest.mark.skipif(aiokafka is None, reason="aiokafka not installed") -async def test_publish() -> None: - from aiokafka import AIOKafkaProducer - - # Arrange - mq = KafkaMessageQueue() - mq._create_new_topic = MagicMock() # type: ignore - - # message types - queue_message = QueueMessage(publisher_id="test", id_="1") - message_body = json.dumps(queue_message.model_dump()).encode("utf-8") - - with patch.object(AIOKafkaProducer, "start", new_callable=AsyncMock) as mock_start: - with patch.object( - AIOKafkaProducer, "send_and_wait", new_callable=AsyncMock - ) as mock_send_and_wait: - # Act - _ = await mq._publish(queue_message, "test", True) - - # Assert - mock_start.assert_awaited_once() - mock_send_and_wait.assert_awaited_once_with("test", message_body) diff --git a/tests/message_queues/test_rabbitmq.py b/tests/message_queues/test_rabbitmq.py deleted file mode 100644 index ecfe9ed..0000000 --- a/tests/message_queues/test_rabbitmq.py +++ /dev/null @@ -1,120 +0,0 @@ -import json -from unittest.mock import AsyncMock, MagicMock, patch - -import aio_pika -import pytest -from aio_pika import DeliveryMode -from aio_pika import Message as AioPikaMessage - -from llama_deploy.message_queues.rabbitmq import ( - RabbitMQMessageQueue, - RabbitMQMessageQueueConfig, -) -from llama_deploy.types import QueueMessage - - -def test_config_init() -> None: - cfg = RabbitMQMessageQueueConfig( - host="localhost", username="test_user", password="test_pass" - ) - assert cfg.url == "amqp://test_user:test_pass@localhost" - - cfg = RabbitMQMessageQueueConfig( - host="localhost", username="test_user", password="test_pass", port=999 - ) - assert cfg.url == "amqp://test_user:test_pass@localhost:999" - - cfg = RabbitMQMessageQueueConfig( - host="localhost", username="test_user", password="test_pass", vhost="vhost" - ) - assert cfg.url == "amqp://test_user:test_pass@localhost/vhost" - - # Passing both vhost and port will ignore vhost, not sure if a bug but let's test - # current behaviour.' - cfg = RabbitMQMessageQueueConfig( - host="localhost", - username="test_user", - password="test_pass", - vhost="vhost", - port=999, - ) - assert cfg.url == "amqp://test_user:test_pass@localhost:999" - - -def test_init() -> None: - # arrange/act - mq = RabbitMQMessageQueue( - RabbitMQMessageQueueConfig( - url="amqp://guest:password@rabbitmq", exchange_name="test-exchange" - ) - ) - - # assert - assert mq._config.url == "amqp://guest:password@rabbitmq" - assert mq._config.exchange_name == "test-exchange" - - -def test_from_url_params() -> None: - # arrange - username = "mock-user" - password = "mock-pass" - host = "mock-host" - vhost = "mock-vhost" - exchange_name = "mock-exchange" - - # act - mq = RabbitMQMessageQueue.from_url_params( - username=username, - password=password, - host=host, - vhost=vhost, - exchange_name=exchange_name, - ) - - # assert - assert mq._config.url == f"amqp://{username}:{password}@{host}/{vhost}" - assert mq._config.exchange_name == exchange_name - - -@pytest.mark.asyncio() -@pytest.mark.skipif(aio_pika is None, reason="aio_pika not installed") -@patch("llama_deploy.message_queues.rabbitmq._establish_connection") -async def test_establish_connection(mock_connect: MagicMock) -> None: - # arrange - mq = RabbitMQMessageQueue() - mock_connect.return_value = None - - # act - _ = await mq.new_connection() - - # assert - mock_connect.assert_called_once_with("amqp://guest:guest@localhost/") - - -@pytest.mark.asyncio() -@pytest.mark.skipif(aio_pika is None, reason="aio_pika not installed") -@patch("llama_deploy.message_queues.rabbitmq._establish_connection") -async def test_publish(mock_connect: MagicMock) -> None: - # Arrange - mq = RabbitMQMessageQueue() - # mocks - mock_exchange_publish = AsyncMock() - mock_connect.return_value.channel.return_value.declare_exchange.return_value.publish = mock_exchange_publish - # message types - queue_message = QueueMessage(publisher_id="test", id_="1") - message_body = json.dumps(queue_message.model_dump()).encode("utf-8") - aio_pika_message = AioPikaMessage( - message_body, delivery_mode=DeliveryMode.PERSISTENT - ) - - # Act - _ = await mq._publish(queue_message, topic="test", create_topic=True) - - # Assert - mock_connect.assert_called_once() - mock_exchange_publish.assert_called_once() - args, kwargs = mock_exchange_publish.call_args - assert args[0].body == aio_pika_message.body - assert args[0].body_size == aio_pika_message.body_size - assert args[0].delivery_mode == aio_pika_message.delivery_mode - assert kwargs["routing_key"] == "test" diff --git a/tests/message_queues/test_redis.py b/tests/message_queues/test_redis.py deleted file mode 100644 index d4fc107..0000000 --- a/tests/message_queues/test_redis.py +++ /dev/null @@ -1,101 +0,0 @@ -import json -import sys -from typing import Any, cast -from unittest import mock - -import pytest - -from llama_deploy.message_queues.redis import RedisMessageQueue, RedisMessageQueueConfig -from llama_deploy.types import QueueMessage - - -@pytest.fixture -def redis_queue(monkeypatch: Any) -> RedisMessageQueue: - monkeypatch.setitem(sys.modules, "redis.asyncio", mock.MagicMock()) - rmq = RedisMessageQueue() - rmq._redis = mock.AsyncMock(pubsub=mock.MagicMock(return_value=mock.AsyncMock())) - return rmq - - -@pytest.mark.asyncio -async def test_publish(redis_queue: RedisMessageQueue) -> None: - test_message = QueueMessage(type="test_channel", data={"key": "value"}) - expected_json = json.dumps(test_message.model_dump()) - - await redis_queue._publish(test_message, topic="test_channel", create_topic=True) - - redis_queue._redis.publish.assert_called_once_with(test_message.type, expected_json) # type:ignore - - -@pytest.mark.asyncio -async def test_cleanup(redis_queue: RedisMessageQueue) -> None: - await redis_queue.cleanup() - - redis_queue._redis.aclose.assert_called_once() # type:ignore - - -def test_config() -> None: - cfg = RedisMessageQueueConfig(host="localhost", port=1515) - assert cfg.url == "redis://localhost:1515/" - - -def test_missing_deps(monkeypatch: Any) -> None: - # Mock the import mechanism to raise ImportError for redis - def mock_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name.startswith("redis"): - raise ImportError(f"No module named '{name}'") - return original_import(name, *args, **kwargs) - - # Store the original import - original_import = __import__ - # Replace the import mechanism with our mock - monkeypatch.setattr("builtins.__import__", mock_import) - - with pytest.raises(ValueError, match="Missing redis optional dependency"): - RedisMessageQueue() - - -def test_as_config(redis_queue: RedisMessageQueue) -> None: - default_config = RedisMessageQueueConfig() - res = cast(RedisMessageQueueConfig, redis_queue.as_config()) - assert res.url == default_config.url - - -@pytest.mark.asyncio -async def test_exclusive_mode_deduplication(redis_queue: RedisMessageQueue) -> None: - redis_queue._config.exclusive_mode = True - test_message = QueueMessage(type="test_channel", data={"key": "value"}) - message_json = json.dumps(test_message.model_dump()) - - # Mock Redis pubsub message format - redis_message = {"data": message_json} - - # Mock Redis sadd to simulate message already processed - async def mock_sadd(*args: Any) -> int: - # Return 1 for first call (new message), 0 for second call (duplicate) - return int(len(processed_messages) == 0) - - redis_queue._redis.sadd = mock.AsyncMock(side_effect=mock_sadd) # type: ignore - redis_queue._redis.expire = mock.AsyncMock() # type: ignore - - # Setup pubsub mock to return our test message twice - pubsub_mock = mock.AsyncMock() - pubsub_mock.get_message.side_effect = [ - redis_message, # First message - redis_message, # Duplicate message - None, # End the loop - ] - redis_queue._redis.pubsub.return_value = pubsub_mock # type: ignore - - processed_messages = [] - async for message in redis_queue.get_messages("test_channel"): - processed_messages.append(message) - - # Verify results - assert len(processed_messages) == 1 # Message should only be processed once - redis_queue._redis.sadd.assert_called_with( - "test_channel.processed_messages", test_message.id_ - ) - redis_queue._redis.expire.assert_called_once_with( - "test_channel.processed_messages", 300, nx=True - ) diff --git a/tests/services/__init__.py b/tests/services/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/tests/services/test_network_workflow.py b/tests/services/test_network_workflow.py deleted file mode 100644 index 417734e..0000000 --- a/tests/services/test_network_workflow.py +++ /dev/null @@ -1,99 +0,0 @@ -from unittest import mock - -import pytest -from llama_index.core.workflow import StartEvent - -from llama_deploy.control_plane import ControlPlaneConfig -from llama_deploy.services.network_service_manager import ( - NetworkServiceManager, - ServiceNotFoundError, - _NetworkWorkflow, -) - - -def test_network_workflow_ctor() -> None: - nw = _NetworkWorkflow(remote_service_name="test_workflow") - assert nw.remote_service_name == "test_workflow" - - with pytest.warns( - DeprecationWarning, match="The control_plane_config parameter is deprecated" - ): - nw = _NetworkWorkflow( - remote_service_name="test_workflow", - control_plane_config=ControlPlaneConfig(), - ) - assert nw.remote_service_name == "test_workflow" - - -@pytest.mark.asyncio -async def test_network_workflow_run_remote_workflow() -> None: - # Setup - mock_client = mock.MagicMock() - mock_session = mock.MagicMock() - mock_session.run = mock.AsyncMock(return_value={"result": "success"}) - mock_session.id = "test_session_id" - - mock_client.core.sessions.create = mock.AsyncMock(return_value=mock_session) - mock_client.core.sessions.delete = mock.AsyncMock() - - # Create workflow - workflow = _NetworkWorkflow(remote_service_name="test_workflow") - workflow._client = mock_client # Inject mock client - - # Create start event with test data - start_event = StartEvent(param1="value1", param2="value2") # type:ignore - - # Run workflow - result = await workflow.run_remote_workflow(start_event) - - # Assertions - assert result.result == {"result": "success"} - mock_client.core.sessions.create.assert_awaited_once() - mock_session.run.assert_awaited_once_with( - "test_workflow", param1="value1", param2="value2" - ) - mock_client.core.sessions.delete.assert_awaited_once_with("test_session_id") - - -def test_service_manager_ctor() -> None: - sm = NetworkServiceManager() - assert not sm._services - - with pytest.warns( - DeprecationWarning, match="The control_plane_config parameter is deprecated" - ): - NetworkServiceManager(control_plane_config=ControlPlaneConfig()) - - -def test_service_manager_get() -> None: - mock_client = mock.MagicMock() - mock_service = mock.MagicMock() - mock_service.service_name = "test_service" - - # Mock the client.sync.core.services.list() call - mock_client.sync.core.services.list.return_value = [mock_service] - - # Create service manager with some existing services - existing_services = {"local_service": mock.MagicMock()} - sm = NetworkServiceManager(existing_services=existing_services) # type: ignore - sm._client = mock_client # Inject mock client - - # Test getting existing local service - local_workflow = sm.get("local_service") - assert local_workflow == existing_services["local_service"] - - # Test getting remote service - remote_workflow = sm.get("test_service") - assert isinstance(remote_workflow, _NetworkWorkflow) - assert remote_workflow.remote_service_name == "test_service" - assert remote_workflow._timeout == remote_workflow._client.timeout - assert remote_workflow._timeout is None - - # Test service not found - with pytest.raises( - ServiceNotFoundError, match="Service nonexistent_service not found" - ): - sm.get("nonexistent_service") - - # Verify client method was called - mock_client.sync.core.services.list.assert_called() diff --git a/tests/services/test_workflow_service.py b/tests/services/test_workflow_service.py deleted file mode 100644 index 5b98f7d..0000000 --- a/tests/services/test_workflow_service.py +++ /dev/null @@ -1,685 +0,0 @@ -import asyncio -import json -from typing import Any, AsyncIterator -from unittest import mock - -import httpx -import pytest -from llama_index.core.workflow import Context, Workflow -from llama_index.core.workflow.events import Event -from llama_index.core.workflow.handler import WorkflowHandler - -from llama_deploy.message_queues.base import AbstractMessageQueue -from llama_deploy.services.workflow import ( - WorkflowService, - WorkflowServiceConfig, - WorkflowState, - _make_hash, -) -from llama_deploy.types import ( - ActionTypes, - QueueMessage, - ServiceDefinition, - TaskDefinition, -) - - -@pytest.fixture -def mock_workflow() -> Workflow: - """Create a mock workflow.""" - workflow = mock.MagicMock(spec=Workflow) - return workflow - - -@pytest.fixture -def mock_message_queue() -> AbstractMessageQueue: - """Create a mock message queue.""" - queue = mock.MagicMock(spec=AbstractMessageQueue) - queue.publish = mock.AsyncMock() - queue.get_message = mock.AsyncMock() - return queue - - -@pytest.fixture -def config() -> WorkflowServiceConfig: - """Create a test config.""" - return WorkflowServiceConfig( - host="localhost", port=8000, service_name="test_workflow_service" - ) - - -@pytest.fixture -def workflow_service( - mock_workflow: Workflow, - mock_message_queue: AbstractMessageQueue, - config: WorkflowServiceConfig, -) -> WorkflowService: - """Create a WorkflowService instance for testing.""" - return WorkflowService( - workflow=mock_workflow, message_queue=mock_message_queue, config=config - ) - - -def test_make_hash_basic() -> None: - """Test basic hash generation.""" - result = _make_hash("test_context") - assert isinstance(result, str) - assert len(result) == 64 # SHA256 hex digest length - - -def test_make_hash_consistency() -> None: - """Test that same input produces same hash.""" - context_str = "test_context" - hash1 = _make_hash(context_str) - hash2 = _make_hash(context_str) - assert hash1 == hash2 - - -def test_make_hash_different_inputs() -> None: - """Test that different inputs produce different hashes.""" - hash1 = _make_hash("context1") - hash2 = _make_hash("context2") - assert hash1 != hash2 - - -@mock.patch.dict("os.environ", {"LLAMA_DEPLOY_WF_SERVICE_HASH_SECRET": "test_secret"}) -def test_make_hash_with_custom_secret() -> None: - """Test hash generation with custom secret.""" - result = _make_hash("test_context") - assert isinstance(result, str) - assert len(result) == 64 - - -def test_init( - workflow_service: WorkflowService, - mock_workflow: Workflow, - mock_message_queue: AbstractMessageQueue, - config: WorkflowServiceConfig, -) -> None: - """Test WorkflowService initialization.""" - assert workflow_service.workflow == mock_workflow - assert workflow_service.config == config - assert workflow_service._message_queue == mock_message_queue - assert workflow_service._service_name == "test_workflow_service" - assert isinstance(workflow_service._lock, asyncio.Lock) - assert workflow_service._running is True - assert isinstance(workflow_service._publisher_id, str) - assert workflow_service._publish_callback is None - assert workflow_service._outstanding_calls == {} - assert workflow_service._ongoing_tasks == {} - - -def test_service_name_property(workflow_service: WorkflowService) -> None: - """Test service_name property.""" - assert workflow_service.service_name == "test_workflow_service" - - -def test_service_definition_property(workflow_service: WorkflowService) -> None: - """Test service_definition property.""" - definition = workflow_service.service_definition - assert isinstance(definition, ServiceDefinition) - assert definition.service_name == "test_workflow_service" - assert definition.host == "localhost" - assert definition.port == 8000 - - -def test_message_queue_property( - workflow_service: WorkflowService, mock_message_queue: AbstractMessageQueue -) -> None: - """Test message_queue property.""" - assert workflow_service.message_queue == mock_message_queue - - -def test_publisher_id_property(workflow_service: WorkflowService) -> None: - """Test publisher_id property.""" - publisher_id = workflow_service.publisher_id - assert isinstance(publisher_id, str) - assert publisher_id.startswith("WorkflowService-") - - -def test_publish_callback_property(workflow_service: WorkflowService) -> None: - """Test publish_callback property.""" - assert workflow_service.publish_callback is None - - -def test_lock_property(workflow_service: WorkflowService) -> None: - """Test lock property.""" - assert isinstance(workflow_service.lock, asyncio.Lock) - - -def test_get_topic(workflow_service: WorkflowService) -> None: - """Test get_topic method.""" - topic = workflow_service.get_topic("test_type") - assert topic == "llama_deploy.test_type" - - -@pytest.mark.asyncio -async def test_get_workflow_state_no_session_id( - workflow_service: WorkflowService, -) -> None: - """Test get_workflow_state with no session_id.""" - state = WorkflowState(task_id="test_task") - result = await workflow_service.get_workflow_state(state) - assert result is None - - -@pytest.mark.asyncio -async def test_get_workflow_state_no_session_state( - workflow_service: WorkflowService, -) -> None: - """Test get_workflow_state when session state doesn't exist.""" - state = WorkflowState(task_id="test_task", session_id="test_session") - - with mock.patch.object(workflow_service, "get_session_state", return_value=None): - result = await workflow_service.get_workflow_state(state) - assert result is None - - -@pytest.mark.asyncio -async def test_get_workflow_state_no_workflow_state( - workflow_service: WorkflowService, -) -> None: - """Test get_workflow_state when workflow state doesn't exist in session.""" - state = WorkflowState(task_id="test_task", session_id="test_session") - session_state = {"other_session": "data"} - - with mock.patch.object( - workflow_service, "get_session_state", return_value=session_state - ): - result = await workflow_service.get_workflow_state(state) - assert result is None - - -@pytest.mark.asyncio -async def test_get_workflow_state_success( - workflow_service: WorkflowService, mock_workflow: Workflow -) -> None: - """Test successful get_workflow_state.""" - test_state_dict = {"key": "value"} - test_hash = _make_hash(json.dumps(test_state_dict)) - - workflow_state = WorkflowState( - task_id="test_task", - session_id="test_session", - hash=test_hash, - state=test_state_dict, - ) - - session_state = {"test_session": workflow_state.model_dump_json()} - - mock_context = mock.MagicMock(spec=Context) - - with ( - mock.patch.object( - workflow_service, "get_session_state", return_value=session_state - ), - mock.patch.object( - Context, "from_dict", return_value=mock_context - ) as mock_from_dict, - ): - result = await workflow_service.get_workflow_state( - WorkflowState(task_id="test_task", session_id="test_session") - ) - - assert result == mock_context - mock_from_dict.assert_called_once_with( - mock_workflow, test_state_dict, serializer=mock.ANY - ) - - -@pytest.mark.asyncio -async def test_get_workflow_state_hash_mismatch( - workflow_service: WorkflowService, -) -> None: - """Test get_workflow_state with hash mismatch.""" - test_state_dict = {"key": "value"} - wrong_hash = "wrong_hash" - - workflow_state = WorkflowState( - task_id="test_task", - session_id="test_session", - hash=wrong_hash, - state=test_state_dict, - ) - - session_state = {"test_session": workflow_state.model_dump_json()} - - with mock.patch.object( - workflow_service, "get_session_state", return_value=session_state - ): - with pytest.raises(ValueError, match="Context hash does not match!"): - await workflow_service.get_workflow_state( - WorkflowState(task_id="test_task", session_id="test_session") - ) - - -@pytest.mark.asyncio -async def test_set_workflow_state_no_session_id( - workflow_service: WorkflowService, -) -> None: - """Test set_workflow_state with no session_id.""" - mock_context = mock.MagicMock(spec=Context) - mock_context.to_dict.return_value = {"key": "value"} - - current_state = WorkflowState(task_id="test_task") - - with pytest.raises( - ValueError, match="Session ID is None! Cannot set workflow state." - ): - await workflow_service.set_workflow_state(mock_context, current_state) - - -@pytest.mark.asyncio -async def test_set_workflow_state_success(workflow_service: WorkflowService) -> None: - """Test successful set_workflow_state.""" - test_state_dict = {"key": "value"} - mock_context = mock.MagicMock(spec=Context) - mock_context.to_dict.return_value = test_state_dict - - current_state = WorkflowState( - task_id="test_task", - session_id="test_session", - run_kwargs={"param": "value"}, - ) - - existing_session_state = {"existing": "data"} - - with ( - mock.patch.object( - workflow_service, - "get_session_state", - return_value=existing_session_state, - ) as mock_get, - mock.patch.object(workflow_service, "update_session_state") as mock_update, - ): - await workflow_service.set_workflow_state(mock_context, current_state) - - mock_get.assert_called_once_with("test_session") - mock_update.assert_called_once() - - # Check that the session state was updated correctly - call_args = mock_update.call_args[0] - assert call_args[0] == "test_session" - updated_state = call_args[1] - assert "test_session" in updated_state - - -@pytest.mark.asyncio -async def test_process_call_success( - workflow_service: WorkflowService, mock_workflow: Workflow -) -> None: - """Test successful process_call.""" - - # Mock workflow handler - class MockAsyncIterator: - def __aiter__(self) -> AsyncIterator[Event]: - return self - - async def __anext__(self) -> Event: - if not hasattr(self, "used"): - self.used = True - return Event() - else: - raise StopAsyncIteration - - mock_handler = mock.AsyncMock(spec=WorkflowHandler) - mock_handler.ctx = mock.MagicMock(spec=Context) - mock_handler.stream_events = MockAsyncIterator() - - # Mock workflow.run to return the handler - mock_workflow.run.return_value = mock_handler # type: ignore - - current_call = WorkflowState( - task_id="test_task", - session_id="test_session", - run_kwargs={"param": "value"}, - ) - - with ( - mock.patch.object(workflow_service, "get_workflow_state", return_value=None), - mock.patch.object(workflow_service, "set_workflow_state") as mock_set_state, - mock.patch.object(workflow_service.message_queue, "publish") as mock_publish, - ): - await workflow_service.process_call(current_call) - - # Verify workflow was run with correct parameters - mock_workflow.run.assert_called_once_with(ctx=None, param="value") # type: ignore - - # Verify state was set - mock_set_state.assert_called() - - # Verify final result was published - mock_publish.assert_called() - - -@pytest.mark.asyncio -async def test_process_call_exception_with_raise( - workflow_service: WorkflowService, - mock_workflow: Workflow, - config: WorkflowServiceConfig, -) -> None: - """Test process_call with exception when raise_exceptions=True.""" - config.raise_exceptions = True - - # Mock workflow.run to raise an exception - mock_workflow.run.side_effect = ValueError("Test error") # type: ignore - - current_call = WorkflowState( - task_id="test_task", - session_id="test_session", - run_kwargs={"param": "value"}, - ) - - with mock.patch.object(workflow_service, "get_workflow_state", return_value=None): - with pytest.raises(ValueError, match="Test error"): - await workflow_service.process_call(current_call) - - -@pytest.mark.asyncio -async def test_process_call_exception_without_raise( - workflow_service: WorkflowService, - mock_workflow: Workflow, - config: WorkflowServiceConfig, -) -> None: - """Test process_call with exception when raise_exceptions=False.""" - config.raise_exceptions = False - - # Mock workflow.run to raise an exception - mock_workflow.run.side_effect = ValueError("Test error") # type: ignore - - current_call = WorkflowState( - task_id="test_task", - session_id="test_session", - run_kwargs={"param": "value"}, - ) - - with ( - mock.patch.object(workflow_service, "get_workflow_state", return_value=None), - mock.patch.object(workflow_service.message_queue, "publish") as mock_publish, - ): - await workflow_service.process_call(current_call) - - # Verify error was published - mock_publish.assert_called() - call_args = mock_publish.call_args[0][0] - assert call_args.action == ActionTypes.COMPLETED_TASK - assert "Test error" in call_args.data["result"] - - -@pytest.mark.asyncio -async def test_processing_loop(workflow_service: WorkflowService) -> None: - """Test processing_loop method.""" - with mock.patch.object(workflow_service, "manage_tasks") as mock_manage: - mock_manage.side_effect = asyncio.CancelledError() - - await workflow_service.processing_loop() - - mock_manage.assert_called_once() - - -@pytest.mark.asyncio -async def test_process_messages_new_task(workflow_service: WorkflowService) -> None: - """Test _process_messages with NEW_TASK action.""" - task_def = TaskDefinition( - task_id="test_task", session_id="test_session", input='{"param": "value"}' - ) - - message = QueueMessage( - type="test_type", action=ActionTypes.NEW_TASK, data=task_def.model_dump() - ) - - # Mock the async iterator - async def mock_get_messages(topic: str) -> AsyncIterator[QueueMessage]: - yield message - - workflow_service._message_queue.get_messages = mock_get_messages # type: ignore - - # Process one message - await workflow_service._process_messages("test_topic") - - # Verify task was added to outstanding calls - assert "test_task" in workflow_service._outstanding_calls - call_state = workflow_service._outstanding_calls["test_task"] - assert call_state.task_id == "test_task" - assert call_state.session_id == "test_session" - assert call_state.run_kwargs == {"param": "value"} - - -@pytest.mark.asyncio -async def test_process_messages_send_event(workflow_service: WorkflowService) -> None: - """Test _process_messages with SEND_EVENT action.""" - # Create a test event - test_event = Event() - - task_def = TaskDefinition( - task_id="test_task", - session_id="test_session", - input=json.dumps(test_event.model_dump()), - ) - - message = QueueMessage( - type="test_type", action=ActionTypes.SEND_EVENT, data=task_def.model_dump() - ) - - # Mock the async iterator - async def mock_get_messages(topic: str) -> AsyncIterator[QueueMessage]: - yield message - - workflow_service._message_queue.get_messages = mock_get_messages # type: ignore - - # Process one message - await workflow_service._process_messages("test_topic") - - # Verify event was added to buffer - assert "test_task" in workflow_service._events_buffer - assert not workflow_service._events_buffer["test_task"].empty() - - -@pytest.mark.asyncio -async def test_process_messages_unknown_action( - workflow_service: WorkflowService, monkeypatch: Any -) -> None: - """Test _process_messages with unknown action.""" - message = QueueMessage( - type="test_type", action=ActionTypes.REQUEST_FOR_HELP, data={} - ) - - class MockAsyncIterator: - def __aiter__(self) -> AsyncIterator[QueueMessage]: - return self - - async def __anext__(self) -> QueueMessage: - if not hasattr(self, "used"): - self.used = True - return message - else: - raise StopAsyncIteration - - monkeypatch.setattr( - workflow_service._message_queue, "get_messages", lambda _: MockAsyncIterator() - ) - - # Should raise ValueError for unknown action - with pytest.raises(ValueError, match="Unhandled action"): - await workflow_service._process_messages("test_topic") - - -@pytest.mark.asyncio -async def test_launch_server(workflow_service: WorkflowService) -> None: - """Test launch_server method.""" - with ( - mock.patch.object(workflow_service, "processing_loop") as mock_processing, - mock.patch.object( - workflow_service, "_process_messages", new_callable=mock.AsyncMock - ) as mock_messages, - ): - await workflow_service.launch_server() - - mock_processing.assert_called_once() - mock_messages.assert_called_once() - - -@pytest.mark.asyncio -async def test_register_to_control_plane(workflow_service: WorkflowService) -> None: - """Test register_to_control_plane method.""" - control_plane_url = "http://control-plane:8000" - - mock_response = mock.MagicMock() - mock_response.json.return_value = {"topic_namespace": "test_namespace"} - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.post.return_value = mock_response - mock_client.return_value.__aenter__.return_value = mock_client_instance - - await workflow_service.register_to_control_plane(control_plane_url) - - # Verify the control plane URL was set - assert workflow_service._control_plane_url == control_plane_url - - # Verify the registration call was made - mock_client_instance.post.assert_called_once_with( - f"{control_plane_url}/services/register", - json=workflow_service.service_definition.model_dump(), - ) - - -@pytest.mark.asyncio -async def test_deregister_from_control_plane(workflow_service: WorkflowService) -> None: - """Test deregister_from_control_plane method.""" - workflow_service._control_plane_url = "http://control-plane:8000" - - mock_response = mock.MagicMock() - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.post.return_value = mock_response - mock_client.return_value.__aenter__.return_value = mock_client_instance - - await workflow_service.deregister_from_control_plane() - - mock_client_instance.post.assert_called_once_with( - "http://control-plane:8000/services/deregister", - params={"service_name": workflow_service.service_name}, - ) - - -@pytest.mark.asyncio -async def test_deregister_from_control_plane_no_url( - workflow_service: WorkflowService, -) -> None: - """Test deregister_from_control_plane without URL set.""" - workflow_service._control_plane_url = "" - - with pytest.raises(ValueError, match="Control plane URL not set"): - await workflow_service.deregister_from_control_plane() - - -@pytest.mark.asyncio -async def test_get_session_state_success(workflow_service: WorkflowService) -> None: - """Test successful get_session_state.""" - workflow_service._control_plane_url = "http://control-plane:8000" - session_id = "test_session" - expected_state = {"key": "value"} - - mock_response = mock.MagicMock() - mock_response.status_code = 200 - mock_response.json.return_value = expected_state - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.get.return_value = mock_response - mock_client.return_value.__aenter__.return_value = mock_client_instance - - result = await workflow_service.get_session_state(session_id) - - assert result == expected_state - mock_client_instance.get.assert_called_once_with( - f"http://control-plane:8000/sessions/{session_id}/state" - ) - - -@pytest.mark.asyncio -async def test_get_session_state_not_found(workflow_service: WorkflowService) -> None: - """Test get_session_state when session not found.""" - workflow_service._control_plane_url = "http://control-plane:8000" - session_id = "test_session" - - mock_response = mock.MagicMock() - mock_response.status_code = 404 - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.get.return_value = mock_response - mock_client.return_value.__aenter__.return_value = mock_client_instance - - result = await workflow_service.get_session_state(session_id) - - assert result is None - - -@pytest.mark.asyncio -async def test_get_session_state_connection_error( - workflow_service: WorkflowService, -) -> None: - """Test get_session_state with connection error.""" - workflow_service._control_plane_url = "http://control-plane:8000" - session_id = "test_session" - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.get.side_effect = httpx.ConnectError(message="Test error") - mock_client.return_value.__aenter__.return_value = mock_client_instance - - result = await workflow_service.get_session_state(session_id) - - assert result is None - - -@pytest.mark.asyncio -async def test_update_session_state_success(workflow_service: WorkflowService) -> None: - """Test successful update_session_state.""" - workflow_service._control_plane_url = "http://control-plane:8000" - session_id = "test_session" - state = {"key": "value"} - - mock_response = mock.MagicMock() - - with mock.patch("httpx.AsyncClient") as mock_client: - mock_client_instance = mock.AsyncMock() - mock_client_instance.post.return_value = mock_response - mock_client.return_value.__aenter__.return_value = mock_client_instance - - await workflow_service.update_session_state(session_id, state) - - mock_client_instance.post.assert_called_once_with( - f"http://control-plane:8000/sessions/{session_id}/state", json=state - ) - - -@pytest.mark.asyncio -async def test_update_session_state_no_url(workflow_service: WorkflowService) -> None: - """Test update_session_state without control plane URL.""" - workflow_service._control_plane_url = "" - session_id = "test_session" - state = {"key": "value"} - - # Should not raise an error, just return without doing anything - await workflow_service.update_session_state(session_id, state) - - -def test_workflow_service_with_publish_callback( - mock_workflow: Workflow, - mock_message_queue: AbstractMessageQueue, - config: WorkflowServiceConfig, -) -> None: - """Test WorkflowService with publish callback.""" - callback = mock.MagicMock() - service = WorkflowService( - workflow=mock_workflow, - message_queue=mock_message_queue, - config=config, - publish_callback=callback, - ) - - assert service.publish_callback == callback diff --git a/tests/services/test_workflow_service_config.py b/tests/services/test_workflow_service_config.py deleted file mode 100644 index b764a01..0000000 --- a/tests/services/test_workflow_service_config.py +++ /dev/null @@ -1,38 +0,0 @@ -from llama_deploy.services.workflow import ( - WorkflowServiceConfig, -) - - -def test_config_creation() -> None: - """Test basic config creation.""" - config = WorkflowServiceConfig( - host="localhost", port=8000, service_name="test_service" - ) - assert config.host == "localhost" - assert config.port == 8000 - assert config.service_name == "test_service" - - -def test_config_defaults() -> None: - """Test default values.""" - config = WorkflowServiceConfig(host="localhost", port=8000) - assert config.service_name == "default_workflow_service" - assert config.description == "A service that wraps a llama-index workflow." - assert config.step_interval == 0.1 - assert config.max_concurrent_tasks == 8 - assert config.raise_exceptions is False - assert config.use_tls is False - assert config.internal_host is None - assert config.internal_port is None - - -def test_url_property_http() -> None: - """Test URL property for HTTP.""" - config = WorkflowServiceConfig(host="localhost", port=8000, use_tls=False) - assert config.url == "http://localhost:8000" - - -def test_url_property_https() -> None: - """Test URL property for HTTPS.""" - config = WorkflowServiceConfig(host="localhost", port=8443, use_tls=True) - assert config.url == "https://localhost:8443" diff --git a/tests/services/test_workflow_state.py b/tests/services/test_workflow_state.py deleted file mode 100644 index f1fd913..0000000 --- a/tests/services/test_workflow_state.py +++ /dev/null @@ -1,41 +0,0 @@ -from llama_deploy.services.workflow import ( - WorkflowState, -) - - -def test_workflow_state_creation() -> None: - """Test basic workflow state creation.""" - state = WorkflowState(task_id="test_task") - assert state.task_id == "test_task" - assert state.hash is None - assert state.state == {} - assert state.run_kwargs == {} - assert state.session_id is None - - -def test_workflow_state_with_data() -> None: - """Test workflow state with full data.""" - state = WorkflowState( - task_id="test_task", - hash="test_hash", - state={"key": "value"}, - run_kwargs={"param": "value"}, - session_id="test_session", - ) - assert state.task_id == 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