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@@ -130,5 +130,6 @@ dmypy.json | |
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| # IDEs | ||
| .idea | ||
| .vscode | ||
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| coverage.lcov | ||
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@@ -150,7 +150,7 @@ Orchestrations can start child orchestrations using the `call_sub_orchestrator` | |
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| Orchestrations can wait for external events using the `wait_for_external_event` API. External events are useful for implementing human interaction patterns, such as waiting for a user to approve an order before continuing. | ||
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| ### Continue-as-new (TODO) | ||
| ### Continue-as-new | ||
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| Orchestrations can be continued as new using the `continue_as_new` API. This API allows an orchestration to restart itself from scratch, optionally with a new input. | ||
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@@ -281,6 +281,9 @@ The following is more information about how to develop this project. Note that d | |
| ### Generating protobufs | ||
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| ```sh | ||
| # install dev dependencies for generating protobufs and running tests | ||
| pip3 install '.[dev]' | ||
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| make gen-proto | ||
| ``` | ||
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@@ -319,9 +322,183 @@ dapr run --app-id test-app --dapr-grpc-port 4001 --resources-path ./examples/co | |
| To run the E2E tests on a specific python version (eg: 3.11), run the following command from the project root: | ||
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| ```sh | ||
| tox -e py311 -- e2e | ||
| tox -e py311-e2e | ||
| ``` | ||
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| ### Configuration | ||
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| #### Connection Configuration | ||
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| The SDK connects to a Durable Task sidecar. By default it uses `localhost:4001`. You can override via environment variables (checked in order): | ||
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| - `DAPR_GRPC_ENDPOINT` - Full endpoint (e.g., `localhost:4001`, `grpcs://host:443`) | ||
| - `DAPR_GRPC_HOST` (or `DAPR_RUNTIME_HOST`) and `DAPR_GRPC_PORT` - Host and port separately | ||
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| Example (common ports: 4001 for DurableTask-Go emulator, 50001 for Dapr sidecar): | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. is the 4001 supposed to be for this repo, durabletask python? or is there some emulator thing somewhere?
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I guess this is historical, but 4001 was the default before. also look at durabletask-go https://github.com/dapr/durabletask-go (same 4001) |
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| ```sh | ||
| export DAPR_GRPC_ENDPOINT=localhost:4001 | ||
| # or | ||
| export DAPR_GRPC_HOST=localhost | ||
| export DAPR_GRPC_PORT=50001 | ||
| ``` | ||
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| #### Async Workflow Configuration | ||
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| Configure async workflow behavior and debugging: | ||
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| - `DAPR_WF_DISABLE_DETERMINISTIC_DETECTION` - Disable non-determinism detection (set to `true`) | ||
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| Example: | ||
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| ```sh | ||
| export DAPR_WF_DISABLE_DETERMINISTIC_DETECTION=false | ||
| ``` | ||
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| ### Async workflow authoring | ||
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| For a deeper tour of the async authoring surface (determinism helpers, sandbox modes, timeouts, concurrency patterns), see the Async Enhancements guide: [ASYNC_ENHANCEMENTS.md](./ASYNC_ENHANCEMENTS.md). | ||
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| You can author orchestrators with `async def` using the new `durabletask.aio` package, which provides a comprehensive async workflow API: | ||
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| ```python | ||
| from durabletask.worker import TaskHubGrpcWorker | ||
| from durabletask.aio import AsyncWorkflowContext | ||
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| async def my_orch(ctx: AsyncWorkflowContext, input) -> str: | ||
| r1 = await ctx.call_activity(act1, input=input) | ||
| await ctx.sleep(1.0) | ||
| r2 = await ctx.call_activity(act2, input=r1) | ||
| return r2 | ||
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| with TaskHubGrpcWorker() as worker: | ||
| worker.add_orchestrator(my_orch) | ||
| ``` | ||
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| The sandbox (enabled by default) patches standard Python functions to deterministic equivalents during workflow execution. This allows natural async code like `asyncio.sleep()`, `random.random()`, and `asyncio.gather()` to work correctly with workflow replay. Three modes are available: | ||
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| - `"best_effort"` (default): Patches functions, minimal overhead | ||
| - `"strict"`: Patches + blocks dangerous operations (file I/O, `asyncio.create_task`) | ||
| - `"off"`: No patching (requires manual use of `ctx.*` methods everywhere) | ||
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| > **Enhanced Sandbox Features**: The enhanced version includes comprehensive non-determinism detection, timeout support, enhanced concurrency primitives, and debugging tools. See [ASYNC_ENHANCEMENTS.md](./durabletask/aio/ASYNCIO_ENHANCEMENTS.md) for complete documentation. | ||
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| #### Async patterns | ||
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| - Activities and sub-orchestrations can be referenced by function object or by their registered string name. Both forms are supported: | ||
| - Function reference (preferred for IDE/type support) or string name (useful across modules/languages). | ||
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| - Activities: | ||
| ```python | ||
| result = await ctx.call_activity("process", input={"x": 1}) | ||
| # or: result = await ctx.call_activity(process, input={"x": 1}) | ||
| ``` | ||
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| - Timers: | ||
| ```python | ||
| await ctx.sleep(1.5) # seconds or timedelta | ||
| ``` | ||
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| - External events: | ||
| ```python | ||
| val = await ctx.wait_for_external_event("approval") | ||
| ``` | ||
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| - Concurrency: | ||
| ```python | ||
| t1 = ctx.call_activity("a"); t2 = ctx.call_activity("b") | ||
| # when_all waits for all tasks and returns results in order | ||
| results = await ctx.when_all([t1, t2]) | ||
| # when_any returns (index, result) tuple of first completed task | ||
| idx, result = await ctx.when_any([ctx.wait_for_external_event("x"), ctx.create_timer(5)]) | ||
| ``` | ||
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| #### Async vs. generator API differences | ||
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| - Async authoring (`durabletask.aio`): awaiting returns the operation's value. Exceptions are raised on `await` (no `is_failed`). | ||
| - Generator authoring (`durabletask.task`): yielding returns `Task` objects. Use `get_result()` to read values; failures surface via `is_failed()` or by raising on `get_result()`. | ||
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| Examples: | ||
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| ```python | ||
| # Async authoring (await returns value) | ||
| # when_any returns a proxy that compares equal to the original awaitable | ||
| # and exposes get_result() for the completed item. | ||
| approval = ctx.wait_for_external_event("approval") | ||
| winner = await ctx.when_any([approval, ctx.sleep(60)]) | ||
| if winner == approval: | ||
| details = winner.get_result() | ||
| ``` | ||
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| ```python | ||
| # Async authoring (index + result) | ||
| idx, result = await ctx.when_any_with_result([approval, ctx.sleep(60)]) | ||
| if idx == 0: # approval won | ||
| details = result | ||
| ``` | ||
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| ```python | ||
| # Generator authoring (yield returns Task) | ||
| approval = ctx.wait_for_external_event("approval") | ||
| winner = yield task.when_any([approval, ctx.create_timer(timedelta(seconds=60))]) | ||
| if winner == approval: | ||
| details = approval.get_result() | ||
| ``` | ||
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| Failure handling in async: | ||
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| ```python | ||
| try: | ||
| val = await ctx.call_activity("might_fail") | ||
| except Exception as e: | ||
| # handle failure branch | ||
| ... | ||
| ``` | ||
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| - Sub-orchestrations (function reference or registered name): | ||
| ```python | ||
| out = await ctx.call_sub_orchestrator(child_fn, input=payload) | ||
| # or: out = await ctx.call_sub_orchestrator("child", input=payload) | ||
| ``` | ||
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| - Deterministic utilities: | ||
| ```python | ||
| now = ctx.now(); rid = ctx.random().random(); uid = ctx.uuid4() | ||
| ``` | ||
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| - Cross-app activity/sub-orchestrator routing (async only for now): | ||
| ```python | ||
| # Route activity to a different app via app_id | ||
| result = await ctx.call_activity("process", input=data, app_id="worker-app-2") | ||
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| # Route sub-orchestrator to a different app | ||
| child_result = await ctx.call_sub_orchestrator("child_workflow", input=data, app_id="orchestrator-app-2") | ||
| ``` | ||
| Notes: | ||
| - The `app_id` parameter enables multi-app orchestrations where activities or child workflows run in different application instances. | ||
| - Requires sidecar support for cross-app invocation. | ||
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| #### Worker readiness | ||
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| When starting a worker and scheduling immediately, wait for the connection to the sidecar to be established: | ||
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| ```python | ||
| with TaskHubGrpcWorker() as worker: | ||
| worker.add_orchestrator(my_orch) | ||
| worker.start() | ||
| worker.wait_for_ready(timeout=5) | ||
| # Now safe to schedule | ||
| ``` | ||
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| #### Suspension & termination | ||
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| - `ctx.is_suspended` reflects suspension state during replay/processing. | ||
| - Suspend pauses progress without raising inside async orchestrators. | ||
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| - Terminate completes with `TERMINATED` status; use client APIs to terminate/resume. | ||
| - Only new events are buffered while suspended; replay events continue to apply to rebuild local state deterministically. | ||
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| ## Contributing | ||
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| This project welcomes contributions and suggestions. Most contributions require you to agree to a | ||
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| @@ -1 +0,0 @@ | ||
| grpcio-tools==1.62.3 # 1.62.X is the latest version before protobuf 1.26.X is used which has breaking changes for Python # supports protobuf 6.x and aligns with generated code | ||
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| @@ -1,6 +1,9 @@ | ||
| # Copyright (c) Microsoft Corporation. | ||
| # Licensed under the MIT License. | ||
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| # Public async exports (import directly from durabletask.aio) | ||
| from durabletask.aio import AsyncWorkflowContext, CoroutineOrchestratorRunner # noqa: F401 | ||
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| """Durable Task SDK for Python""" | ||
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| PACKAGE_NAME = "durabletask" |
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