diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 03a3826b..1bac467d 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -27,7 +27,7 @@ jobs: # Using fixed Poetry version until # https://github.com/python-poetry/poetry/pull/7694 is fixed - run: python -m pip install --upgrade wheel "poetry==1.4.0" poethepoet - - run: poetry install --with pydantic + - run: poetry install --with pydantic --with dsl - run: poe lint - run: poe test -s -o log_cli_level=DEBUG - run: poe test -s -o log_cli_level=DEBUG --workflow-environment time-skipping diff --git a/README.md b/README.md index 0ef72176..cffcaeeb 100644 --- a/README.md +++ b/README.md @@ -55,6 +55,7 @@ Some examples require extra dependencies. See each sample's directory for specif * [activity_worker](activity_worker) - Use Python activities from a workflow in another language. * [custom_converter](custom_converter) - Use a custom payload converter to handle custom types. * [custom_decorator](custom_decorator) - Custom decorator to auto-heartbeat a long-running activity. +* [dsl](dsl) - DSL workflow that executes steps defined in a YAML file. * [encryption](encryption) - Apply end-to-end encryption for all input/output. * [gevent_async](gevent_async) - Combine gevent and Temporal. * [open_telemetry](open_telemetry) - Trace workflows with OpenTelemetry. diff --git a/dsl/README.md b/dsl/README.md new file mode 100644 index 00000000..4000b3a3 --- /dev/null +++ b/dsl/README.md @@ -0,0 +1,29 @@ +# DSL Sample + +This sample shows how to have a workflow interpret/invoke arbitrary steps defined in a DSL. It is similar to the DSL +samples [in TypeScript](https://github.com/temporalio/samples-typescript/tree/main/dsl-interpreter) and +[in Go](https://github.com/temporalio/samples-go/tree/main/dsl). + +For this sample, the optional `dsl` dependency group must be included. To include, run: + + poetry install --with dsl + +To run, first see [README.md](../README.md) for prerequisites. Then, run the following from this directory to start the +worker: + + poetry run python worker.py + +This will start the worker. Then, in another terminal, run the following to execute a workflow of steps defined in +[workflow1.yaml](workflow1.yaml): + + poetry run python starter.py workflow1.yaml + +This will run the workflow and show the final variables that the workflow returns. Looking in the worker terminal, each +step executed will be visible. + +Similarly we can do the same for the more advanced [workflow2.yaml](workflow2.yaml) file: + + poetry run python starter.py workflow2.yaml + +This sample gives a guide of how one can write a workflow to interpret arbitrary steps from a user-provided DSL. Many +DSL models are more advanced and are more specific to conform to business logic needs. \ No newline at end of file diff --git a/dsl/__init__.py b/dsl/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/dsl/activities.py b/dsl/activities.py new file mode 100644 index 00000000..cba79253 --- /dev/null +++ b/dsl/activities.py @@ -0,0 +1,28 @@ +from temporalio import activity + + +class DSLActivities: + @activity.defn + async def activity1(self, arg: str) -> str: + activity.logger.info(f"Executing activity1 with arg: {arg}") + return f"[result from activity1: {arg}]" + + @activity.defn + async def activity2(self, arg: str) -> str: + activity.logger.info(f"Executing activity2 with arg: {arg}") + return f"[result from activity2: {arg}]" + + @activity.defn + async def activity3(self, arg1: str, arg2: str) -> str: + activity.logger.info(f"Executing activity3 with args: {arg1} and {arg2}") + return f"[result from activity3: {arg1} {arg2}]" + + @activity.defn + async def activity4(self, arg: str) -> str: + activity.logger.info(f"Executing activity4 with arg: {arg}") + return f"[result from activity4: {arg}]" + + @activity.defn + async def activity5(self, arg1: str, arg2: str) -> str: + activity.logger.info(f"Executing activity5 with args: {arg1} and {arg2}") + return f"[result from activity5: {arg1} {arg2}]" diff --git a/dsl/starter.py b/dsl/starter.py new file mode 100644 index 00000000..e530b10e --- /dev/null +++ b/dsl/starter.py @@ -0,0 +1,46 @@ +import asyncio +import logging +import sys +import uuid + +import dacite +import yaml +from temporalio.client import Client + +from dsl.workflow import DSLInput, DSLWorkflow + + +async def main(dsl_yaml: str) -> None: + # Convert the YAML to our dataclass structure. We use PyYAML + dacite to do + # this but it can be done any number of ways. + dsl_input = dacite.from_dict(DSLInput, yaml.safe_load(dsl_yaml)) + + # Connect client + client = await Client.connect("localhost:7233") + + # Run workflow + result = await client.execute_workflow( + DSLWorkflow.run, + dsl_input, + id=f"dsl-workflow-id-{uuid.uuid4()}", + task_queue="dsl-task-queue", + ) + logging.info( + f"Final variables:\n " + + "\n ".join((f"{k}: {v}" for k, v in result.items())) + ) + + +if __name__ == "__main__": + logging.basicConfig(level=logging.INFO) + + # Require the YAML file as an argument. We read this _outside_ of the async + # def function because thread-blocking IO should never happen in async def + # functions. + if len(sys.argv) != 2: + raise RuntimeError("Expected single argument for YAML file") + with open(sys.argv[1], "r") as yaml_file: + dsl_yaml = yaml_file.read() + + # Run + asyncio.run(main(dsl_yaml)) diff --git a/dsl/worker.py b/dsl/worker.py new file mode 100644 index 00000000..9945492e --- /dev/null +++ b/dsl/worker.py @@ -0,0 +1,44 @@ +import asyncio +import logging + +from temporalio.client import Client +from temporalio.worker import Worker + +from dsl.activities import DSLActivities +from dsl.workflow import DSLWorkflow + +interrupt_event = asyncio.Event() + + +async def main(): + # Connect client + client = await Client.connect("localhost:7233") + + # Run a worker for the activities and workflow + activities = DSLActivities() + async with Worker( + client, + task_queue="dsl-task-queue", + activities=[ + activities.activity1, + activities.activity2, + activities.activity3, + activities.activity4, + activities.activity5, + ], + workflows=[DSLWorkflow], + ): + # Wait until interrupted + logging.info("Worker started, ctrl+c to exit") + await interrupt_event.wait() + logging.info("Shutting down") + + +if __name__ == "__main__": + logging.basicConfig(level=logging.INFO) + loop = asyncio.new_event_loop() + try: + loop.run_until_complete(main()) + except KeyboardInterrupt: + interrupt_event.set() + loop.run_until_complete(loop.shutdown_asyncgens()) diff --git a/dsl/workflow.py b/dsl/workflow.py new file mode 100644 index 00000000..53cf3ec2 --- /dev/null +++ b/dsl/workflow.py @@ -0,0 +1,85 @@ +from __future__ import annotations + +import asyncio +import dataclasses +from dataclasses import dataclass +from datetime import timedelta +from typing import Any, Dict, List, Optional, Union + +from temporalio import workflow + + +@dataclass +class DSLInput: + root: Statement + variables: Dict[str, Any] = dataclasses.field(default_factory=dict) + + +@dataclass +class ActivityStatement: + activity: ActivityInvocation + + +@dataclass +class ActivityInvocation: + name: str + arguments: List[str] = dataclasses.field(default_factory=list) + result: Optional[str] = None + + +@dataclass +class SequenceStatement: + sequence: Sequence + + +@dataclass +class Sequence: + elements: List[Statement] + + +@dataclass +class ParallelStatement: + parallel: Parallel + + +@dataclass +class Parallel: + branches: List[Statement] + + +Statement = Union[ActivityStatement, SequenceStatement, ParallelStatement] + + +@workflow.defn +class DSLWorkflow: + @workflow.run + async def run(self, input: DSLInput) -> Dict[str, Any]: + self.variables = dict(input.variables) + workflow.logger.info("Running DSL workflow") + await self.execute_statement(input.root) + workflow.logger.info("DSL workflow completed") + return self.variables + + async def execute_statement(self, stmt: Statement) -> None: + if isinstance(stmt, ActivityStatement): + # Invoke activity loading arguments from variables and optionally + # storing result as a variable + result = await workflow.execute_activity( + stmt.activity.name, + args=[self.variables.get(arg, "") for arg in stmt.activity.arguments], + start_to_close_timeout=timedelta(minutes=1), + ) + if stmt.activity.result: + self.variables[stmt.activity.result] = result + elif isinstance(stmt, SequenceStatement): + # Execute each statement in order + for elem in stmt.sequence.elements: + await self.execute_statement(elem) + elif isinstance(stmt, ParallelStatement): + # Execute all in parallel. Note, this will raise an exception when + # the first activity fails and will not cancel the others. We could + # store tasks and cancel if we wanted. In newer Python versions this + # would use a TaskGroup instead. + await asyncio.gather( + *[self.execute_statement(branch) for branch in stmt.parallel.branches] + ) diff --git a/dsl/workflow1.yaml b/dsl/workflow1.yaml new file mode 100644 index 00000000..85da5236 --- /dev/null +++ b/dsl/workflow1.yaml @@ -0,0 +1,28 @@ +# This sample workflows execute 3 steps in sequence. +# 1) Activity1, takes arg1 as input, and put result as result1. +# 2) Activity2, takes result1 as input, and put result as result2. +# 3) Activity3, takes args2 and result2 as input, and put result as result3. + +variables: + arg1: value1 + arg2: value2 + +root: + sequence: + elements: + - activity: + name: activity1 + arguments: + - arg1 + result: result1 + - activity: + name: activity2 + arguments: + - result1 + result: result2 + - activity: + name: activity3 + arguments: + - arg2 + - result2 + result: result3 \ No newline at end of file diff --git a/dsl/workflow2.yaml b/dsl/workflow2.yaml new file mode 100644 index 00000000..cf19fdd6 --- /dev/null +++ b/dsl/workflow2.yaml @@ -0,0 +1,58 @@ +# This sample workflow executes 3 steps in sequence. +# 1) activity1, takes arg1 as input, and put result as result1. +# 2) it runs a parallel block which runs below sequence branches in parallel +# 2.1) sequence 1 +# 2.1.1) activity2, takes result1 as input, and put result as result2 +# 2.1.2) activity3, takes arg2 and result2 as input, and put result as result3 +# 2.2) sequence 2 +# 2.2.1) activity4, takes result1 as input, and put result as result4 +# 2.2.2) activity5, takes arg3 and result4 as input, and put result as result5 +# 3) activity3, takes result3 and result5 as input, and put result as result6. + +variables: + arg1: value1 + arg2: value2 + arg3: value3 + +root: + sequence: + elements: + - activity: + name: activity1 + arguments: + - arg1 + result: result1 + - parallel: + branches: + - sequence: + elements: + - activity: + name: activity2 + arguments: + - result1 + result: result2 + - activity: + name: activity3 + arguments: + - arg2 + - result2 + result: result3 + - sequence: + elements: + - activity: + name: activity4 + arguments: + - result1 + result: result4 + - activity: + name: activity5 + arguments: + - arg3 + - result4 + result: result5 + - activity: + name: activity3 + arguments: + - result3 + - result5 + result: result6 \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index d651d8e9..9e75e4ee 100644 --- a/poetry.lock +++ b/poetry.lock @@ -473,6 +473,20 @@ sdist = ["setuptools-rust (>=0.11.4)"] ssh = ["bcrypt (>=3.1.5)"] test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"] +[[package]] +name = "dacite" +version = "1.8.1" +description = "Simple creation of data classes from dictionaries." +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "dacite-1.8.1-py3-none-any.whl", hash = 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[metadata] lock-version = "2.0" python-versions = "^3.7" -content-hash = "894f811830ab64c86fffe2388f80b61c2fce21b0cb6aa76fbb4e4427eb7d33c6" +content-hash = "218ab0129e03d31c374fc63d3bbb091e414defc98dfc7ad047e13a0653241d38" diff --git a/pyproject.toml b/pyproject.toml index ca854e4d..402e4f19 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,6 +29,10 @@ pytest-asyncio = "^0.18.3" # All sample-specific dependencies are in optional groups below, named after the # sample they apply to +[tool.poetry.group.dsl] +optional = true +dependencies = { pyyaml = "^6.0.1", types-pyyaml = "^6.0.12", dacite = "^1.8.1" } + [tool.poetry.group.encryption] optional = true dependencies = { cryptography = "^38.0.1", aiohttp = "^3.8.1" }