diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 335b46d..1c5d9d3 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -6,18 +6,41 @@ on: - "*" jobs: + deploy_docs: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - name: Install dependencies + uses: borales/actions-yarn@v3.0.0 + with: + cmd: install # will run `yarn install` command + - name: Build docs + uses: borales/actions-yarn@v3.0.0 + with: + cmd: docs:build -d docs_dist # will run `docs:build -d docs_dist` command + - name: Setup git + run: | + git config --global lfs.allowincompletepush true + - name: Deploy + uses: peaceiris/actions-gh-pages@v3 + with: + personal_token: ${{ secrets.PERSONAL_TOKEN }} + external_repository: taskiq-python/taskiq-python.github.io + publish_dir: ./docs_dist + user_name: 'github-actions[bot]' + user_email: 'github-actions[bot]@users.noreply.github.com' deploy: runs-on: ubuntu-latest steps: - uses: actions/checkout@v2 + - name: Install poetry + run: pipx install poetry - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: "3.9" - name: Install deps - uses: knowsuchagency/poetry-install@v1 - env: - POETRY_VIRTUALENVS_CREATE: false + run: poetry install - name: Release package env: POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }} diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index fc0ab61..1163a6f 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -3,48 +3,29 @@ name: Testing taskiq on: push jobs: - black: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v2 - - name: Set up Python - uses: actions/setup-python@v2 - with: - python-version: "3.9" - - name: Install deps - uses: knowsuchagency/poetry-install@v1 - env: - POETRY_VIRTUALENVS_CREATE: false - - name: Run black check - run: poetry run black --check . - flake8: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v2 - - name: Set up Python - uses: actions/setup-python@v2 - with: - python-version: "3.9" - - name: Install deps - uses: knowsuchagency/poetry-install@v1 - env: - POETRY_VIRTUALENVS_CREATE: false - - name: Run flake8 check - run: poetry run flake8 --count . - mypy: + lint: + strategy: + matrix: + cmd: + - black + - flake8 + - isort + - mypy + - autoflake runs-on: ubuntu-latest steps: - uses: actions/checkout@v2 + - name: Install poetry + run: pipx install poetry - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: "3.9" + cache: "poetry" - name: Install deps - uses: knowsuchagency/poetry-install@v1 - env: - POETRY_VIRTUALENVS_CREATE: false - - name: Run mypy check - run: poetry run mypy . + run: poetry install + - name: Run lint check + run: poetry run pre-commit run -a ${{ matrix.cmd }} pytest: permissions: checks: write @@ -57,22 +38,19 @@ jobs: runs-on: "${{ matrix.os }}" steps: - uses: actions/checkout@v2 + - name: Install poetry + run: pipx install poetry - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: "${{ matrix.py_version }}" - - name: Update pip - run: python -m pip install -U pip - - name: Install poetry - run: python -m pip install poetry + cache: "poetry" - name: Install deps run: poetry install - env: - POETRY_VIRTUALENVS_CREATE: false - name: Run pytest check run: poetry run pytest -vv -n auto --cov="taskiq" . - name: Generate report - run: coverage xml + run: poetry run coverage xml - name: Upload coverage reports to Codecov with GitHub Action uses: codecov/codecov-action@v3 if: matrix.os == 'ubuntu-latest' && matrix.py_version == '3.9' diff --git a/.gitignore b/.gitignore index 9a44f18..253ec61 100644 --- a/.gitignore +++ b/.gitignore @@ -160,3 +160,8 @@ cython_debug/ # option (not recommended) you can uncomment the following to ignore the entire idea folder. .idea/ .vscode/ + +## For docs +node_modules +.temp +.cache diff --git a/README.md b/README.md index 2593dd5..a7f800e 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,13 @@ -# Taskiq +[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/taskiq?style=for-the-badge)](https://pypi.org/project/taskiq/) +[![PyPI](https://img.shields.io/pypi/v/taskiq?style=for-the-badge)](https://pypi.org/project/taskiq/) +[![PyPI - Downloads](https://img.shields.io/pypi/dm/taskiq?style=for-the-badge)](https://pypistats.org/packages/taskiq) -Taskiq is an asynchronous distributed task queue. +
+ +
+
+ +Taskiq is an asynchronous distributed task queue for python. This project takes inspiration from big projects such as [Celery](https://docs.celeryq.dev) and [Dramatiq](https://dramatiq.io/). But taskiq can send and run both the sync and async functions. Also, we use [PEP-612](https://peps.python.org/pep-0612/) to provide the best autosuggestions possible. But since it's a new PEP, I encourage you to use taskiq with VS code because Pylance understands all types correctly. @@ -18,294 +25,42 @@ Or it can be installed directly from git: pip install git+https://github.com/taskiq-python/taskiq ``` -# Usage - -Let's see the example with the in-memory broker: - -```python -import asyncio - -from taskiq.brokers.inmemory_broker import InMemoryBroker - - -# This is broker that can be used for -# development or for demo purpose. -# In production environment consider using -# real distributed brokers, such as taskiq-aio-pika -# for rabbitmq. -broker = InMemoryBroker() - - -# Or you can optionally -# pass task_name as the parameter in the decorator. -@broker.task -async def my_async_task() -> None: - """My lovely task.""" - await asyncio.sleep(1) - print("Hello") - - -async def main(): - # Kiq is the method that actually - # sends task over the network. - task = await my_async_task.kiq() - # Now we print result of execution. - print(await task.get_result()) - - -asyncio.run(main()) - -``` - - -You can run it with python without any extra actions, -since this script uses the `InMemoryBroker`. - -It won't send any data over the network, -and you cannot use this type of broker in -a real-world scenario, but it's useful for -local development if you do not want to -set up a taskiq worker. +You can read more about how to use it in our docs: https://taskiq-python.github.io/. -## Brokers +# Local development -Brokers are simple. They don't execute functions, -but they can send messages and listen to new messages. -Every broker implements the [taskiq.abc.broker.AsyncBroker](https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/broker.py#L50) abstract class. All tasks are assigned to brokers, so every time you call the `kiq` method, you send this task to the assigned broker. (This behavior can be changed, by using `Kicker` directly). - -Also you can add middlewares to brokers using `add_middlewares` method. - -Like this: - -```python -from taskiq.brokers.inmemory_broker import InMemoryBroker -from taskiq.middlewares.retry_middleware import SimpleRetryMiddleware - -# This is broker that can be used for -# development or for demo purpose. -# In production environment consider using -# real distributed brokers, such as taskiq-aio-pika -# for rabbitmq. -broker = InMemoryBroker() -broker.add_middlewares( - [ - SimpleRetryMiddleware( - default_retry_count=4, - ) - ] -) -``` +## Linting -To run middlewares properly you must add them using the `add_middlewares` method. -It lead to errors if you try to add them by modifying broker directly. +We use pre-commit to do linting locally. -Also brokers have formatters. You can change format -of a message to be compitable with other task execution -systems, so your migration to taskiq can be smoother. +After cloning this project, please install [pre-commit](https://pre-commit.com/#install). It helps fix files before committing changes. -## Result backends - -After task is complete it will try to save the results of execution -in result backends. By default brokers -use `DummyResultBackend` wich doesn't do anything. It -won't print the result in logs and it always returns -`None` as the `return_value`, and 0 for `execution_time`. -But some brokers can override it. For example `InMemoryBroker` by default uses `InMemoryResultBackend` and returns correct results. - - -## CLI - -Taskiq has a command line interface to run workers. -It's very simple to get it to work. - -You just have to provide path to your broker. As an example, if you want to start listen to new tasks -with broker in module `my_project.broker` you just -have to run: - -``` -taskiq my_project.broker:broker -``` - -taskiq can discover tasks modules to import, -if you add the `-fsd` (file system discover) option. - -Let's assume we have project with the following structure: - -``` -test_project -├── broker.py -├── submodule -│ └── tasks.py -└── utils - └── tasks.py +```bash +pre-commit install ``` -You can specify all tasks modules to import manually. -```bash -taskiq test_project.broker:broker test_projec.submodule.tasks test_projec.utils.tasks -``` +## Testing -Or you can let taskiq find all python modules named tasks in current directory recursively. +Pytest can run without any additional actions or options. ```bash -taskiq test_project.broker:broker -fsd +pytest ``` -If you have uvloop installed, taskiq will automatically install new policies to event loop. - -You can always run `--help` to see all possible options. - - -## Middlewares - -Middlewares are used to modify message, or take -some actions after task is complete. - -You can write your own middlewares by subclassing -the `taskiq.abc.middleware.TaskiqMiddleware`. - -Every hook can be sync or async. Taskiq will execute it. +## Docs -For example, this is a valid middleware. - -```python -import asyncio - -from taskiq.abc.middleware import TaskiqMiddleware -from taskiq.message import TaskiqMessage - - -class MyMiddleware(TaskiqMiddleware): - async def pre_send(self, message: "TaskiqMessage") -> TaskiqMessage: - await asyncio.sleep(1) - message.labels["my_label"] = "my_value" - return message - - def post_send(self, message: "TaskiqMessage") -> None: - print(f"Message {message} was sent.") +To run docs locally, you need to install [yarn](https://yarnpkg.com/getting-started/install). +First, you need to install dependencies. ``` - -You can use sync or async hooks without changing aything, but adding async to the hook signature. - -Middlewares can store information in message.labels for -later use. For example `SimpleRetryMiddleware` uses labels -to remember number of failed attempts. - -## Messages - -Every message has labels. You can define labels -using `task` decorator, or you can add them using kicker. - -For example: - -```python - -@broker.task(my_label=1, label2="something") -async def my_async_task() -> None: - """My lovely task.""" - await asyncio.sleep(1) - print("Hello") - -async def main(): - await my_async_task.kiq() +yarn install ``` -It's equivalent to this - -```python +After that you can set up a docs server by running: -@broker.task -async def my_async_task() -> None: - """My lovely task.""" - await asyncio.sleep(1) - print("Hello") - -async def main(): - await my_async_task.kicker().with_labels( - my_label=1, - label2="something", - ).kiq() ``` - -## Kicker - -The kicker is the object that sends tasks. -When you call kiq it generates a Kicker instance, -remembering current broker and message labels. -You can change the labels you want to use for this particular task or you can even change broker. - -For example: - -```python -import asyncio - -from taskiq.brokers.inmemory_broker import InMemoryBroker - -broker = InMemoryBroker() -second_broker = InMemoryBroker() - - -@broker.task -async def my_async_task() -> None: - """My lovely task.""" - await asyncio.sleep(1) - print("Hello") - - -async def main(): - task = await my_async_task.kicker().with_broker(second_broker).kiq() - print(await task.get_result()) - - -asyncio.run(main()) - +yarn docs:dev ``` - - -# Available Brokers - -Taskiq has several brokers out of the box: -* InMemoryBroker -* ZeroMQBroker - -## InMemoryBroker - -This broker is created for development purpose. -You can easily use it without setting up workers for your project. - -It works the same as real brokers, but with some limitations. - -1. It cannot use `pre_execute` and `post_execute` hooks in middlewares. -2. You cannot use it in multiprocessing applications without real result_backend. - -This broker is sutable for local development only. - -InMemoryBroker parameters: -* `sync_tasks_pool_size` - number of threads for threadpool executor. - All sync functions are executed in threadpool. -* `logs_format` - format which is used to collect logs from task execution. -* `max_stored_results` - maximum number of results that is stored in memory. This number is used only if no custom result backend is provided. -* `cast_types` - whether to use agressive type cast for types. -* `result_backend` - custom result backend. By default - it uses `InmemoryResultBackend`. -* `task_id_generator` - custom function to generate task ids. - -## ZeroMQBroker - -ZeroMQ is not available by default. To enable it. Please install [pyzmq](https://pypi.org/project/pyzmq/), -or you can install `taskiq[zmq]`. - -This broker doesn't have limitations, but it requires you to set up a worker using taskiq CLI. -Also please ensure that worker process is started after your application is ready. - -Because ZMQ publishes messages in socket and all worker processes will connect to it. - -ZeroMQBroker parameters: -* `zmq_pub_host` - host that used to publish messages. -* `zmq_sub_host` - host to subscribe to publisher. -* `result_backend` - custom result backend. -* `task_id_generator` - custom function to generate task ids. diff --git a/docs/.vuepress/public/favicon.ico b/docs/.vuepress/public/favicon.ico new file mode 100644 index 0000000..de10f37 Binary files /dev/null and b/docs/.vuepress/public/favicon.ico differ diff --git a/docs/.vuepress/public/logo.svg b/docs/.vuepress/public/logo.svg new file mode 100644 index 0000000..5570a34 --- /dev/null +++ b/docs/.vuepress/public/logo.svg @@ -0,0 +1 @@ + diff --git a/docs/.vuepress/styles/config.scss b/docs/.vuepress/styles/config.scss new file mode 100644 index 0000000..1e6bdbc --- /dev/null +++ b/docs/.vuepress/styles/config.scss @@ -0,0 +1,2 @@ +$code-dark-theme: dracula; +$code-light-theme: one-light; diff --git a/docs/.vuepress/styles/index.scss b/docs/.vuepress/styles/index.scss new file mode 100644 index 0000000..578d330 --- /dev/null +++ b/docs/.vuepress/styles/index.scss @@ -0,0 +1,14 @@ +.toggle-navbar-button { + visibility: hidden; +} + +.hero{ + img{ + max-width: 55% !important; + padding: 2rem; + } +} + +span.site-name { + visibility: hidden; +} diff --git a/docs/.vuepress/styles/palette.scss b/docs/.vuepress/styles/palette.scss new file mode 100644 index 0000000..8fa55b6 --- /dev/null +++ b/docs/.vuepress/styles/palette.scss @@ -0,0 +1 @@ +$theme-color: #960018; diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000..90e2b7e --- /dev/null +++ b/docs/README.md @@ -0,0 +1,37 @@ +--- +title: Home +home: true +heroImage: logo.svg +heroAlt: logo +heroText: Taskiq python +actions: + - text: Get Started + link: /guide/getting-started.html + type: primary + - text: Introduction + link: /guide/ + type: secondary +head: + - - meta + - name: "google-site-verification" + content: "hQCR5w2tmeuOvYIYXsOYU3u4kLNwT86lnqltANYlRQ0" +features: + - title: Fully asynchronous + details: Taskiq can run both sync and async functions. You don't have to worry about it. + - title: Easily extensible + details: Taskiq has a lot of replaceable components. It's super easy to implement + your own broker or middleware. + - title: Strongly typed + details: Taskiq provides correct autocompletion for most of its functionality. + - title: Simple + details: We tried to make the interface to be as simple as possible. And we are proud of it. +footer: MIT Licensed | Copyright© 2022 +--- + +## Installation + +You can install taskiq with pip or your favorite dependency manager: + +```bash:no-line-numbers +pip install taskiq +``` diff --git a/docs/available-components/README.md b/docs/available-components/README.md new file mode 100644 index 0000000..76396dd --- /dev/null +++ b/docs/available-components/README.md @@ -0,0 +1,13 @@ +--- +order: 1 +dir: + order: 3 +--- + +# Available components + +In this section, you can find a list of officially supported plugins for the taskiq. + +* [Available brokers](./brokers.md) +* [Available result backends](./result-backends.md) +* [Available schedule sources](./scheduler-sources.md) diff --git a/docs/available-components/brokers.md b/docs/available-components/brokers.md new file mode 100644 index 0000000..7c6cf97 --- /dev/null +++ b/docs/available-components/brokers.md @@ -0,0 +1,98 @@ +--- +order: 2 +--- + +# Available brokers + +In this section we'll list officially supported brokers. + +## InMemoryBroker + +This is a special broker for local development. It uses the same functions to execute tasks, +but all tasks are executed locally in the current thread. +By default it uses `InMemoryResultBackend` but this can be overiden. + + +## ZeroMQBroker + +This broker uses [ZMQ](https://zeromq.org/) to comunicate between worker and client processes. +It's suitable for small projects with only ONE worker process, because of the ZMQ architecture. + +It publishes messages on the local port. All worker processes are reading messages from this port. +If you run many worker processes, all tasks will be executed `N` times, where `N` is the total number of worker processes. + +::: danger Be careful! +If you choose this type of broker, please run taskiq with `-w 1` parameter, +otherwise you may encounter undefined behaviour. +::: + + +To run this broker please install the [pyzmq](https://pypi.org/project/pyzmq/) lib. Or you can taskiq with `zmq` extra. + +::: tabs + +@tab Only PyZMQ +```bash +pip install pyzmq +``` +@tab Taskiq with ZMQ +```bash +pip install "taskiq[zmq]" +``` +::: + + +## Async shared broker and shared tasks + +This is also a special broker. You cannot use it directly. It's used to create shared tasks. +These tasks can be imported along with user defined tasks. To define a shared task please use this broker. + +```python +from taskiq.brokers.shared_broker import async_shared_broker + +@async_shared_broker.task +def my_task() -> bool: + return True +``` + +To kiq this task you have to options: +* Explicitly define broker using kicker for this kiq; +* Add default broker for all shared tasks. + +::: tabs + +@tab Defining default broker +```python +from taskiq.brokers.shared_broker import async_shared_broker + +async_shared_broker.default_broker(broker) +``` + +@tab using kicker +```python +await my_task.kicker().with_broker(broker).kiq() +``` + +::: + + +## AioPikaBroker (for RabbitMQ) + +This broker is not part of the core taskiq lib. You can install it as a separate package [taskiq-aio-pika](https://pypi.org/project/taskiq-aio-pika/). + +```bash +pip install taskiq-aio-pika +``` + +You can read more about parameters and abilities of this broker in [README.md](https://github.com/taskiq-python/taskiq-aio-pika). + + +## Redis broker + +This broker is not part of the core taskiq lib. You can install it as a separate package [taskiq-redis](https://pypi.org/project/taskiq-redis/). + +```bash +pip install taskiq-redis +``` + +You can read more about parameters and abilities of this broker in [README.md](https://github.com/taskiq-python/taskiq-redis). diff --git a/docs/available-components/result-backends.md b/docs/available-components/result-backends.md new file mode 100644 index 0000000..9d258cb --- /dev/null +++ b/docs/available-components/result-backends.md @@ -0,0 +1,30 @@ +--- +order: 3 +--- + +# Available result backends + +Result backends are used to store execution results. +This includes: +* Captured logs; +* return value; +* Execution time in seconds. + + +## DummyResultBackend + +This result backend doesn't do anything. It doesn't store results and cannot be used in cases, +where you need actual results. + +This broker will always return `None` for any return_value. Please be careful. + + +## Redis result backend + +This result backend is not part of the core taskiq library. You can install it as a separate package [taskiq-redis](https://pypi.org/project/taskiq-redis/). + +```bash +pip install taskiq-redis +``` + +You can read more about parameters and abilities of this broker in [README.md](https://github.com/taskiq-python/taskiq-redis). diff --git a/docs/available-components/schedule-sources.md b/docs/available-components/schedule-sources.md new file mode 100644 index 0000000..fdac803 --- /dev/null +++ b/docs/available-components/schedule-sources.md @@ -0,0 +1,59 @@ +--- +order: 4 +--- + + +# Available schedule sources + +These objects are used to fetch current schedule for tasks. +Currently we have only one schedule source. + + +## LabelScheduleSource + +This source parses labels of tasks, and if it finds a `schedule` label, it considers this task as scheduled. + +The format of the schedule label is the following: + +```python +@broker.task( + schedule=[ + { + "cron": "* * * * *", # type: str, required argument. + "args": [], # type List[Any] | None, can be omitted. + "kwargs": {}, # type: Dict[str, Any] | None, can be omitted. + "labels": {}, # type: Dict[str, Any] | None, can be omitted. + } + ] +) +async def my_task(): + ... +``` + +Parameters: +* `cron` - crontab string when to run the task. +* `args` - args to use, when invoking the task. +* `kwargs` - key-word arguments to use when invoking the task. +* `labels` - additional labels to use wehn invoking the task. + +Usage: + +```python +from taskiq.scheduler import TaskiqScheduler +from taskiq.schedule_sources import LabelScheduleSource + +broker = ... + +scheduler = TaskiqScheduler( + broker=broker, + sources=[LabelScheduleSource(broker)], +) +``` + + +::: warning Cool notice! + +In order to resolve all labels correctly, don't forget to import +all task modules using CLI interface. + +::: diff --git a/docs/examples/extending/broker.py b/docs/examples/extending/broker.py new file mode 100644 index 0000000..b910207 --- /dev/null +++ b/docs/examples/extending/broker.py @@ -0,0 +1,42 @@ +import asyncio +from typing import Any, Callable, Coroutine, Optional, TypeVar + +from taskiq import AsyncBroker, AsyncResultBackend, BrokerMessage + +_T = TypeVar("_T") + + +class MyBroker(AsyncBroker): + def __init__( + self, + result_backend: "Optional[AsyncResultBackend[_T]]" = None, + task_id_generator: Optional[Callable[[], str]] = None, + ) -> None: + # Please call this super and allow people to use their result_backends. + super().__init__(result_backend, task_id_generator) + + async def startup(self) -> None: + # Here you can do some startup magic. + # Like opening a connection. + return await super().startup() + + async def shutdown(self) -> None: + # Here you can perform shutdown operations. + # Like closing connections. + return await super().shutdown() + + async def kick(self, message: BrokerMessage) -> None: + # Send a message. + pass + + async def listen( + self, + callback: Callable[[BrokerMessage], Coroutine[Any, Any, None]], + ) -> None: + loop = asyncio.get_event_loop() + while True: + # Get new message. + # new_message = ... + # Create a new task to execute. + # loop.create_task(callback(new_message)) + pass diff --git a/docs/examples/extending/cli.py b/docs/examples/extending/cli.py new file mode 100644 index 0000000..7e27241 --- /dev/null +++ b/docs/examples/extending/cli.py @@ -0,0 +1,19 @@ +from argparse import ArgumentParser +from typing import Sequence + +from taskiq.abc.cmd import TaskiqCMD + + +class MyCommand(TaskiqCMD): + short_help = "Demo command" + + def exec(self, args: Sequence[str]) -> None: + parser = ArgumentParser() + parser.add_argument( + "--test", + dest="test", + default="default", + help="My test parameter.", + ) + parsed = parser.parse_args(args) + print(parsed) diff --git a/docs/examples/extending/middleware_async.py b/docs/examples/extending/middleware_async.py new file mode 100644 index 0000000..7cc386f --- /dev/null +++ b/docs/examples/extending/middleware_async.py @@ -0,0 +1,18 @@ +from asyncio import sleep +from typing import Any + +from taskiq import TaskiqMessage, TaskiqMiddleware, TaskiqResult + + +class MyMiddleware(TaskiqMiddleware): + async def pre_execute(self, message: "TaskiqMessage") -> TaskiqMessage: + await sleep(1) + return message + + async def post_save( + self, + message: "TaskiqMessage", + result: "TaskiqResult[Any]", + ) -> None: + await sleep(1) + print("Post save") diff --git a/docs/examples/extending/middleware_sync.py b/docs/examples/extending/middleware_sync.py new file mode 100644 index 0000000..a0541bf --- /dev/null +++ b/docs/examples/extending/middleware_sync.py @@ -0,0 +1,14 @@ +from time import sleep +from typing import Any + +from taskiq import TaskiqMessage, TaskiqMiddleware, TaskiqResult + + +class MyMiddleware(TaskiqMiddleware): + def pre_execute(self, message: "TaskiqMessage") -> TaskiqMessage: + sleep(1) + return message + + def post_save(self, message: "TaskiqMessage", result: "TaskiqResult[Any]") -> None: + sleep(1) + print("Post save") diff --git a/docs/examples/extending/result_backend.py b/docs/examples/extending/result_backend.py new file mode 100644 index 0000000..5bb5e6d --- /dev/null +++ b/docs/examples/extending/result_backend.py @@ -0,0 +1,44 @@ +from typing import TypeVar + +from taskiq import TaskiqResult +from taskiq.abc.result_backend import AsyncResultBackend + +_ReturnType = TypeVar("_ReturnType") + + +class MyResultBackend(AsyncResultBackend[_ReturnType]): + async def startup(self) -> None: + """Do something when starting broker.""" + + async def shutdown(self) -> None: + """Do something on shutdown.""" + + async def set_result( + self, + task_id: str, + result: TaskiqResult[_ReturnType], + ) -> None: + # Here you must set result somewhere. + pass + + async def get_result( + self, + task_id: str, + with_logs: bool = False, + ) -> TaskiqResult[_ReturnType]: + # Here you must retrieve result by id. + + # Logs is a part of a result. + # Here we have a parameter whether you want to + # fetch result with logs or not, because logs + # can have a lot of info and sometimes it's critical + # to get only needed information. + pass + + async def is_result_ready( + self, + task_id: str, + ) -> bool: + # This function checks if result of a task exists, + # without actual fetching the result. + pass diff --git a/docs/examples/extending/schedule_source.py b/docs/examples/extending/schedule_source.py new file mode 100644 index 0000000..a441a17 --- /dev/null +++ b/docs/examples/extending/schedule_source.py @@ -0,0 +1,28 @@ +from typing import List + +from taskiq import ScheduledTask, ScheduleSource + + +class MyScheduleSource(ScheduleSource): + async def startup(self) -> None: + """Do something when starting broker.""" + + async def shutdown(self) -> None: + """Do something on shutdown.""" + + async def get_schedules(self) -> List["ScheduledTask"]: + # Here you must return list of scheduled tasks from your source. + return [ + ScheduledTask( + task_name="", + labels={}, + args=[], + kwargs={}, + cron="* * * * *", + ), + ] + + # This method is optional. You may not implement this. + # It's just a helper to people to be able to interact with your source. + async def add_schedule(self, schedule: "ScheduledTask") -> None: + return await super().add_schedule(schedule) diff --git a/docs/examples/introduction/aio_pika_broker.py b/docs/examples/introduction/aio_pika_broker.py new file mode 100644 index 0000000..452340e --- /dev/null +++ b/docs/examples/introduction/aio_pika_broker.py @@ -0,0 +1,28 @@ +# broker.py +import asyncio + +from taskiq_aio_pika import AioPikaBroker + +broker = AioPikaBroker("amqp://guest:guest@localhost:5672") + + +@broker.task +async def add_one(value: int) -> int: + return value + 1 + + +async def main() -> None: + await broker.startup() + # Send the task to the broker. + task = await add_one.kiq(1) + # Wait for the result. + result = await task.wait_result(timeout=2) + print(f"Task execution took: {result.execution_time} seconds.") + if not result.is_err: + print(f"Returned value: {result.return_value}") + else: + print("Error found while executing task.") + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/docs/examples/introduction/full_example.py b/docs/examples/introduction/full_example.py new file mode 100644 index 0000000..47ed3f2 --- /dev/null +++ b/docs/examples/introduction/full_example.py @@ -0,0 +1,32 @@ +# broker.py +import asyncio + +from taskiq_aio_pika import AioPikaBroker +from taskiq_redis import RedisAsyncResultBackend + +broker = AioPikaBroker( + "amqp://guest:guest@localhost:5672", + result_backend=RedisAsyncResultBackend("redis://localhost"), +) + + +@broker.task +async def add_one(value: int) -> int: + return value + 1 + + +async def main() -> None: + await broker.startup() + # Send the task to the broker. + task = await add_one.kiq(1) + # Wait for the result. + result = await task.wait_result(timeout=2) + print(f"Task execution took: {result.execution_time} seconds.") + if not result.is_err: + print(f"Returned value: {result.return_value}") + else: + print("Error found while executing task.") + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/docs/examples/introduction/inmemory_run.py b/docs/examples/introduction/inmemory_run.py new file mode 100644 index 0000000..2bff495 --- /dev/null +++ b/docs/examples/introduction/inmemory_run.py @@ -0,0 +1,27 @@ +# broker.py +import asyncio + +from taskiq import InMemoryBroker + +broker = InMemoryBroker() + + +@broker.task +async def add_one(value: int) -> int: + return value + 1 + + +async def main() -> None: + # Send the task to the broker. + task = await add_one.kiq(1) + # Wait for the result. + result = await task.wait_result(timeout=2) + print(f"Task execution took: {result.execution_time} seconds.") + if not result.is_err: + print(f"Returned value: {result.return_value}") + else: + print("Error found while executing task.") + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/docs/examples/schedule/intro.py b/docs/examples/schedule/intro.py new file mode 100644 index 0000000..dd44750 --- /dev/null +++ b/docs/examples/schedule/intro.py @@ -0,0 +1,16 @@ +from taskiq_aio_pika import AioPikaBroker + +from taskiq.schedule_sources import LabelScheduleSource +from taskiq.scheduler import TaskiqScheduler + +broker = AioPikaBroker("amqp://guest:guest@localhost:5672/") + +scheduler = TaskiqScheduler( + broker=broker, + sources=[LabelScheduleSource(broker)], +) + + +@broker.task(schedule=[{"cron": "*/5 * * * *", "args": [1]}]) +async def heavy_task(value: int) -> int: + return value + 1 diff --git a/docs/examples/schedule/without_schedule.py b/docs/examples/schedule/without_schedule.py new file mode 100644 index 0000000..ac28fca --- /dev/null +++ b/docs/examples/schedule/without_schedule.py @@ -0,0 +1,8 @@ +from taskiq_aio_pika import AioPikaBroker + +broker = AioPikaBroker("amqp://guest:guest@localhost:5672/") + + +@broker.task +async def heavy_task(value: int) -> int: + return value + 1 diff --git a/docs/extending-taskiq/README.md b/docs/extending-taskiq/README.md new file mode 100644 index 0000000..366a789 --- /dev/null +++ b/docs/extending-taskiq/README.md @@ -0,0 +1,21 @@ +--- +dir: + order: 2 +--- + +# Extending taskiq + + +Taskiq is super extendable. The core library comes with different abstract classes. +You can implement these abstract classes to extend functionality. + +All abstract classes can be found in `taskiq.abc` package. + + +## Contents: + +* [Brokers](./broker.md) +* [Brokers](./broker.md) +* [Result backends](./resutl-backend.md) +* [CLI](./cli.md) +* [Schedule sources](./schedule-sources.md) diff --git a/docs/extending-taskiq/broker.md b/docs/extending-taskiq/broker.md new file mode 100644 index 0000000..3ad82c2 --- /dev/null +++ b/docs/extending-taskiq/broker.md @@ -0,0 +1,22 @@ +--- +order: 1 +--- + +# Brokers + +To add a new broker you need to implement two methods `kick` and `listen` of the `taskiq.abc.broker.AsyncBroker` abstract class. +But along with them we have helper methods. Such as shutdown and startup. + +Here is a template for new brokers: + +@[code python](../examples/extending/broker.py) + +## Conventions + +For brokers, we have several conventions. It's good if your broker implements them. +These rules are optional, and it's ok if your broker doesn't implement them. + +1. If the message has the `delay` label with int or float number, this task's `execution` must be delayed + with the same number of seconds as in the delay label. +2. If the message has the `priority` label, this message must be sent with priority. Tasks with + higher priorities are executed faster. diff --git a/docs/extending-taskiq/cli.md b/docs/extending-taskiq/cli.md new file mode 100644 index 0000000..d2cb3e4 --- /dev/null +++ b/docs/extending-taskiq/cli.md @@ -0,0 +1,69 @@ +--- +order: 4 +--- + +# CLI + +You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, +since it's easy to use. + +At first you need to add a class that implements `taskiq.abc.cmd.TaskiqCMD` abstract class. + +@[code python](../examples/extending/cli.py) + +In the `exec` method, you should parse incoming arguments. But since all CLI arguments to taskiq are shifted you can ignore the `args` parameter. + +Also, you can use your favorite tool to build CLI, like [click](https://click.palletsprojects.com/) or [typer](https://typer.tiangolo.com/). + +After you have such class, you need to add entrypoint that points to that class. + +::: tabs + +@tab setuptools setup.py + +```python +from setuptools import setup + +setup( + # ..., + entry_points={ + 'taskiq_cli': [ + 'demo = my_project.cmd:MyCommand', + ] + } +) +``` + +@tab setuptools pyproject.toml + +```toml +[project.entry-points.taskiq_cli] +demo = "my_project.cmd:MyCommand" +``` + +@tab poetry + +```toml +[tool.poetry.plugins.taskiq_cli] +demo = "my_project.cmd:MyCommand" +``` + +::: + +You can read more about entry points in [python documentation](https://packaging.python.org/en/latest/specifications/entry-points/). +The subcommand name is the same as the name of the entry point you've created. + + +```bash +$ taskiq demo --help +usage: demo [-h] [--test TEST] + +optional arguments: + -h, --help show this help message and exit + --test TEST My test parameter. +``` + +```bash +$ taskiq demo --test aaa +Namespace(test='aaa') +``` diff --git a/docs/extending-taskiq/middleware.md b/docs/extending-taskiq/middleware.md new file mode 100644 index 0000000..5b4a0e8 --- /dev/null +++ b/docs/extending-taskiq/middleware.md @@ -0,0 +1,32 @@ +--- +order: 2 +--- + +# Middlewares + +Middlewares are super helpful. You can inject some code before or after task's execution. + +Middlewares must implement `taskiq.abc.middleware.TaskiqMiddleware` abstract class. +Every method of a middleware can be either sync or async. Taskiq will execute it +as you expect. + +For example: + +::: tabs + +@tab sync + +@[code python](../examples/extending/middleware_sync.py) + +@tab async + +@[code python](../examples/extending/middleware_async.py) + +::: + +Also, middlewares always have reference to the current broker in `self.broker` field. +If you want to kick a message during the execution of some middleware hooks, you +may use `self.broker` to do so. + +[Taskiq-pipelines](https://github.com/taskiq-python/taskiq-pipelines) uses middlewares to +call next tasks. diff --git a/docs/extending-taskiq/resutl-backend.md b/docs/extending-taskiq/resutl-backend.md new file mode 100644 index 0000000..57db701 --- /dev/null +++ b/docs/extending-taskiq/resutl-backend.md @@ -0,0 +1,17 @@ +--- +order: 3 +--- + +# Result backend + +Result backends are used to store information about task execution. +To create new `result_backend` you have to implement `taskiq.abc.result_backend.AsyncResultBackend` class. + + +Here's a minimal example of a result backend: + +@[code python](../examples/extending/result_backend.py) + +::: info Cool tip! +It's a good practice to skip fetching logs from the storage unless `with_logs=True` is explicitly specified. +::: diff --git a/docs/extending-taskiq/schedule-sources.md b/docs/extending-taskiq/schedule-sources.md new file mode 100644 index 0000000..3ac3150 --- /dev/null +++ b/docs/extending-taskiq/schedule-sources.md @@ -0,0 +1,12 @@ +--- +order: 5 +--- + +# Schedule source + +Schedule sources are used to get schedule for tasks. +To create new `schedule source` you have to implement the `taskiq.abc.schedule_source.ScheduleSource` abstract class. + +Here's a minimal example of a schedule source: + +@[code python](../examples/extending/schedule_source.py) diff --git a/docs/guide/README.md b/docs/guide/README.md new file mode 100644 index 0000000..3c1b5e8 --- /dev/null +++ b/docs/guide/README.md @@ -0,0 +1,25 @@ +--- +order: 1 +dir: + order: 1 +--- + +# Introduction + +## What is taskiq + +Taskiq is a library that helps you send and process python functions in a distributed manner. +For example, you have many heavy to calculate functions you want to execute on another server. +You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily. + +The core library has only two brokers. It provides CLI, basic functionality for creating tasks, and abstractions to extend functionality. The main idea is to make taskiq modular with a lot of +replaceable parts, such as brokers, result backends, and middlewares. + +## Why not use existing libraries? + +We couldn't find a solution like Celery or Dramatiq that can run async code and send tasks asynchronously. +It was the main reason we created this project. It's still in the early stages of development, +so it's not a production-ready solution yet. We use it at work, but still, you may encounter bugs. +If your project requires mature solutions, please use Dramatiq or Celery instead. + +Also, this project is not for you if you have a fully synchronous project. diff --git a/docs/guide/architecture-overview.md b/docs/guide/architecture-overview.md new file mode 100644 index 0000000..29a55c2 --- /dev/null +++ b/docs/guide/architecture-overview.md @@ -0,0 +1,267 @@ +--- +order: 3 +--- + +# Architecture overview + +Taskiq has very simple structure. +On the client side all messages are sent by `kickers` using `brokers`. +On the worker side all messages received by the `broker` and results are stored in result backends. + +On the sequence diagram it looks like this: + +::: info Cool tip! +If you use dark theme and cannot see words on diagram, +try switching to light theme and back to dark. +::: + +```sequence +rect rgb(191, 223, 255) +note right of Your code: Client side. +Your code ->> Kicker: assemble message +Kicker ->> Broker: Send message +end +rect rgb(191, 223, 255) +note right of Broker: Worker side. +Broker ->> External Queue: Send message +External Queue ->> Broker: Receive +Broker ->> Broker: Execute task +Broker ->> Result backend: Save the result +end +Result backend ->> Your code: Receive the result +``` + + +Let's discuss every component. + +## Broker + +Brokers are the most critical element of the taskiq. Every broker **must** implement the `AsyncBroker` abstract class from [taskiq.abc.broker](https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/broker.py) to make things work. + +`AsyncBroker` class has two main methods to implement: +* kick +* listen + +The `kick` method puts the message in the external system. +For example, it may call the `PUB` command in Redis. + +The `listen` is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages. + +## Kicker + +Kicker is an object that used to form a message for broker. This class isn't extendable. +To form a message kicker uses labels, task name and arguments. + +When you call the `task.kiq` on a task, it generates a Kicker instance and is a shortening for the `task.kicker().kiq(...)`. You can use kicker to change broker, add labels, or even change task_id. + +```python +import asyncio + +from taskiq.brokers.inmemory_broker import InMemoryBroker + +broker = InMemoryBroker() +second_broker = InMemoryBroker() + + +@broker.task +async def my_async_task() -> None: + """My lovely task.""" + await asyncio.sleep(1) + print("Hello") + + +async def main(): + # This task was initially assigned to broker, + # but this time it is going to be sent using + # the second broker with additional label `delay=1`. + task = await my_async_task.kicker().with_broker(second_broker).with_labels(delay=1).kiq() + print(await task.get_result()) + + +asyncio.run(main()) + +``` + +## Result backend + +This part is used to store and get results of the execution. +Results have type `TaskiqResult` from [taskiq.result](https://github.com/taskiq-python/taskiq/blob/master/taskiq/result.py). + +Every ResultBackend must implement `AsyncResultBackend` from [taskiq.abc.result_backend](https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/result_backend.py). By default, brokers use `DummyResultBackend`. It doesn't do anything and cannot be used +in real-world scenarios. But some brokers can override it. For example `InMemoryBroker` by default uses `InMemoryResultBackend` and returns correct results. + +## Workers + +Taskiq has a command line interface to run workers. +It's simple to get it to work. + +You have to provide a path to your broker. As an example, if you want to start listening to new tasks +with a broker that is stored in a variable `my broker` in the module `my_project.broker` run this in your terminal: + +``` +taskiq worker my_project.broker:mybroker +``` + +taskiq can discover task modules to import automatically, +if you add the `-fsd` (file system discover) option. + +Let's assume we have project with the following structure: + +``` +test_project +├── broker.py +├── submodule +│ └── tasks.py +└── utils + └── tasks.py +``` + +You can specify all tasks modules to import manually. + +```bash +taskiq test_project.broker:broker test_projec.submodule.tasks test_projec.utils.tasks +``` + +Or you can let taskiq find all python modules named tasks in current directory recursively. + +```bash +taskiq test_project.broker:broker -fsd +``` + +If you have uvloop installed, taskiq will automatically install new policies to event loop. +You can get more info about the CLI in the [CLI](./cli.md) section. + +## Middlewares + +Middlewares are used to modify message, or take +some actions before or after task is complete. + +You can write your own middlewares by subclassing +the `taskiq.abc.middleware.TaskiqMiddleware`. + +Every hook can be sync or async. Taskiq will execute it. + +For example, this is a valid middleware. + +```python +import asyncio + +from taskiq.abc.middleware import TaskiqMiddleware +from taskiq.message import TaskiqMessage + + +class MyMiddleware(TaskiqMiddleware): + async def pre_send(self, message: "TaskiqMessage") -> TaskiqMessage: + await asyncio.sleep(1) + message.labels["my_label"] = "my_value" + return message + + def post_send(self, message: "TaskiqMessage") -> None: + print(f"Message {message} was sent.") + +``` + +Here are methods you can implement in the order they are executed: +* `pre_send` - executed on the client side before the message is sent. Here you can modify the message. +* `post_send` - executed right after the message was sent. +* `pre_execute` - executed on the worker side after the message was received by a worker and before its execution. +* `on_error` - executed after the task was executed if the exception was found. +* `post_execute` - executed after the message was executed. +* `post_save` - executed after the result was saved in the result backend. + +You can use sync or async hooks without changing aything, but adding async to the hook signature. + +::: warning important note +If excetion happens in middlewares it won't be caught. Please ensure that you have try\except for all edge cases of your middleware. +::: + +Middlewares can store information in `message.labels` for +later use. For example `SimpleRetryMiddleware` uses labels +to remember number of failed attempts. + + +## Messages + +Every message has labels. You can define labels +using `task` decorator, or you can add them using kicker. + +For example: + +```python + +@broker.task(my_label=1, label2="something") +async def my_async_task() -> None: + """My lovely task.""" + await asyncio.sleep(1) + print("Hello") + +async def main(): + await my_async_task.kiq() +``` + +It's equivalent to this + +```python + +@broker.task +async def my_async_task() -> None: + """My lovely task.""" + await asyncio.sleep(1) + print("Hello") + +async def main(): + await my_async_task.kicker().with_labels( + my_label=1, + label2="something", + ).kiq() +``` + +Also you can assign custom task names using decorator. +This is useful to be sure that task names are unique and resolved correctly. +Also it may be useful to balance message routing in some brokers. + +for example: + +```python +@broker.task(task_name="my_tasks.add_one", label1=1) +async def my_async_task() -> None: + """My lovely task.""" + await asyncio.sleep(1) + print("Hello") + +``` + +## Context + +This section is useful for library developers. Who want to get current broker during shared task execution. + +For example, you've created shared_task and you want to send message in that task. +This can be done with context. + +Context holds information about the current broker and current incoming message. +To get it, simply add the context parameter with `type-hint`. + +::: danger Cool warning! +Context injected only if you have a type hint. +::: + +Example: + +```python +from taskiq import async_shared_broker, BrokerMessage, Context + + +@async_shared_broker.task +async def my_shr_task(context: Context): + message = BrokerMessage( + task_id="123", + task_name="dummy_name", + message='{"one": "two"}', + labels={}, + ) + await context.broker.kick(message) + +``` + +This is useless example, but it's good as a demonstration. +Pipelines are built using this magic. diff --git a/docs/guide/cli.md b/docs/guide/cli.md new file mode 100644 index 0000000..5040e30 --- /dev/null +++ b/docs/guide/cli.md @@ -0,0 +1,79 @@ +--- +order: 4 +--- + +# CLI + +Core library comes with CLI programm called `taskiq`, which is used to run different subcommands. + + +By default taskiq is shipped with only two commands: `worker` and `scheduler`. You can search for more taskiq plugins +using pypi. Some plugins may add new commands to taskiq. + +## Worker + +To run worker process, you have to specify the broker you want to use and modules with defined tasks. +Like this: + +```bash +taskiq worker mybroker:broker_var my_project.module1 my_project.module2 +``` + +### Autoimporting + +Enumerating all modules with tasks is not an option sometimes. +That's why taskiq can autodiscover tasks in current directory recursively. + +We have two options for this: +* `--tasks-pattern` or `-tp`. + It's a name of files to import. By default is searches for all `tasks.py` files. +* `--fs-discover` or `-fsd`. This option enables search of task files in current directory recursively, using the given pattern. + + +### Type casts + +One of features taskiq have is automatic type casts. For examle you have a type-hinted task like this: +```python +async def task(val: int) -> int: + return val + 1 +``` + +If you'll call `task.kiq("2")` you'll get 3 as the returned value. Because we parse signatures of tasks and cast incoming parameters to target types. +If type-cast fails you won't throw any error. It just leave the value as is. That functionality allows you to use pydantic models, or +dataclasses as the input parameters. + +To disable this pass the `--no-parse` option to the taskiq. + +### Hot reload + +This is annoying to restart workers every time you modify tasks. That's why taskiq supports hot-reload. +To enable this option simply pass the `--reload` or `-r` option to taskiq CLI. + +Also this option supports `.gitignore` files. If you have such files in your directory. It won't reload worker, +if you cange ignored file's contents. To disable this functionality pass `--do-not-use-gitignore` option. + + +## Scheduler + +Scheduler is used to schedule tasks as described in [Scheduling tasks](./scheduling-tasks.md) section. + +To run it simply run + +``` +taskiq scheduler [optional module to import]... +``` + +For example + +```python +taskiq scheduler my_project.broker:scheduler my_project.module1 my_project.module2 +``` + +### Parameters + +Path to scheduler is the only required argument. + +* `--tasks-pattern` or `-tp`. + It's a name of files to import. By default is searches for all `tasks.py` files. +* `--fs-discover` or `-fsd`. This option enables search of task files in current directory recursively, using the given pattern. +* `--log-level` is used to set a log level. diff --git a/docs/guide/getting-started.md b/docs/guide/getting-started.md new file mode 100644 index 0000000..d5a4c5c --- /dev/null +++ b/docs/guide/getting-started.md @@ -0,0 +1,220 @@ +--- +title: Getting started +order: 2 +--- + +# Getting started + + +## Installation + +You can install taskiq from pypi or directly from git using pip: + + +::: tabs + +@tab pypi +```bash:no-line-numbers +pip install taskiq +``` + +@tab git +```bash:no-line-numbers +pip install git+https://github.com/taskiq-python/taskiq.git +``` + +::: + + +After installation of the core library, you need to find the broker that fits you. You can do it using [PyPI](https://pypi.org/search/?q=taskiq) search. + +::: info Cool tip! + +We highly recommend [taskiq-aio-pika](https://pypi.org/project/taskiq-aio-pika/) as the broker and [taskiq-redis](https://pypi.org/project/taskiq-redis/) as the result backend for production use. + +::: + +## Running tasks + +Now you need to create a python module with broker declaration. It's just a plain python file with the variable of your broker. For this particular example, I'm going to use the `InMemoryBroker`. + +::: danger Important note +The InMemoryBroker doesn't send any data over the network, +and you cannot use this broker in +a real-world scenario, but it's still useful for +local development if you do not want to +set up a taskiq worker. + +::: + +```python +# broker.py +from taskiq import InMemoryBroker + +broker = InMemoryBroker() +``` + +And that's it. Now let's add some tasks and the main function. You can add tasks in separate modules. You can find more information about that further. + +@[code python](../examples/introduction/inmemory_run.py) + +If you run this code, you will get this in your terminal: + +```bash:no-line-numbers +❯ python mybroker.py +Task execution took: 7.3909759521484375e-06 seconds. +Returned value: 2 +``` + +Ok, the code of the task execution is a little bit fancier than an ordinary function call, but it's still relatively simple to understand. To send a task to the broker, +you need to call the `.kiq` method on the function, +it returns the `TaskiqTask` object that can check whether the result is ready +or it can wait for it to become available. + +You can get more information about taskiq types, CLI and internal structure in the "[Architecture overview](./architecture-overview.md)" section. + +## Distributed run + +Now let's change InMemoryBroker to some distributed broker instead. In this example we are going to use +broker that works with rabbitMQ. + +At first we must install the [taskiq-aio-pika](https://pypi.org/project/taskiq-aio-pika/) lib. + +```bash:no-line-numbers +pip install taskiq-aio-pika +``` + +After the installation, replace the broker we defined earlier with the broker from the `taskiq-aio-pika`. + +```python +from taskiq_aio_pika import AioPikaBroker + +broker = AioPikaBroker('amqp://guest:guest@localhost:5672') +``` +Also, AioPika broker requires to call startup before using it. Add this line at the beginning of the +main function. + +```python +await broker.startup() +``` + +That's all you need to do. + +::: details Complete code + +@[code python](../examples/introduction/aio_pika_broker.py) + +::: + + +Let's run the worker process. First of all, we need rabbitMQ up and running. I highly recommend you use docker. + +::: tabs + + +@tab linux|macos +```bash +docker run --rm -d \ + -p "5672:5672" \ + -p "15672:15672" \ + --env "RABBITMQ_DEFAULT_USER=guest" \ + --env "RABBITMQ_DEFAULT_PASS=guest" \ + --env "RABBITMQ_DEFAULT_VHOST=/" \ + rabbitmq:3.8.27-management-alpine +``` + +@tab windows + +```powershell +docker run --rm -d ^ + -p "5672:5672" ^ + -p "15672:15672" ^ + --env "RABBITMQ_DEFAULT_USER=guest" ^ + --env "RABBITMQ_DEFAULT_PASS=guest" ^ + --env "RABBITMQ_DEFAULT_VHOST=/" ^ + rabbitmq:3.8.27-management-alpine +``` + + +::: + + +Now we need to start worker process by running taskiq cli command. You can get more info about the CLI in the [CLI](./cli.md) section. + +```bash:no-line-numbers +taskiq worker broker:broker +``` + +After the worker is up, we can run our script as an ordinary python file and see how the worker executes tasks. + +```bash:no-line-numbers +$ python broker.py +Task execution took: 0.0 seconds. +Returned value: None +``` + +But the printed result value is not correct. That happens because we didn't provide any result backend that can store results +of task execution. +To store results, we can use the [taskiq-redis](https://pypi.org/project/taskiq-redis/) library. + +```bash +pip install taskiq-redis +``` + +After the installation, add a new result backend to the broker. + +```python +from taskiq_redis import RedisAsyncResultBackend + +broker = AioPikaBroker( + "amqp://guest:guest@localhost:5672", + result_backend=RedisAsyncResultBackend("redis://localhost"), +) +``` + +Now we need to start redis. + +::: tabs + + +@tab linux|macos +```bash +docker run --rm -d \ + -p "6379:6379" \ + redis +``` + +@tab windows + +```powershell +docker run --rm -d ^ + -p "6379:6379" ^ + redis +``` + + +::: + + +::: details Complete code + +@[code python](../examples/introduction/full_example.py) + +::: + + +Let's run taskiq once again. The command is the same. + +```bash:no-line-numbers +taskiq worker broker:broker +``` + +Now, if we run this file with python, we can get the correct results with a valid execution time. + +```bash +$ python broker.py +Task execution took: 1.0013580322265625e-05 seconds. +Returned value: 2 +``` + +Continue reading to get more information about taskiq internals. diff --git a/docs/guide/scheduling-tasks.md b/docs/guide/scheduling-tasks.md new file mode 100644 index 0000000..571eae0 --- /dev/null +++ b/docs/guide/scheduling-tasks.md @@ -0,0 +1,64 @@ +--- +order: 7 +--- + +# Scheduling tasks + +Sometimes you may want to execute some tasks according to some schedule. +For example, you want to call a function every day at 2 pm. + +It's easy to do with taskiq. We have primitives that can help you to solve your problems. + +Let's imagine we have a module, as shown below, and we want to execute the `heavy_task` every 5 minutes. +What should we do? + +@[code python](../examples/schedule/without_schedule.py) + +Of course we can implement loop like this: + +```python + while True: + await heavy_task.kiq(1) + await asyncio.sleep(timedelta(minutes=5).total_seconds) +``` + +But if you have many schedules it may be a little painful to implement. So let me introuce you the `TaskiqScheduler`. +Let's add scheduler to our module. + +@[code python](../examples/schedule/intro.py) + +That's it. + +Now we need to start our scheduler with the `taskiq scheduler` command. Like this: + +```bash:no-line-numbers +taskiq scheduler module:scheduler +``` + +::: danger Be careful! + +Please always run only one instance of the scheduler! +If you run more than one scheduler at a time, please be careful since +it may execute one task N times, where N is the number of running scheduler instances. + +::: + +This command will import the scheduler you defined and start sending tasks to your broker. + +You can check list of available schedule sources in the [Available schedule sources](../available-components/schedule-sources.md) section. + + +## Multiple sources + +Sometimes you may want to use multiple sources to assemble a schedule for tasks. The `TaskiqScheduler` can do so. +But it's obvious how to merge schedules from different sources. + +That's why you can pass a custom merge function to resolve all possible conflicts or if you want to have more +complex logic aside from sources. For example, filter out some task schedules. + +Currently we have only two default functions to merge tasks. You can find them in the `taskiq.scheduler.merge_functions` module. + +* `preserve_all` - simply adds new schedules to the old ones. +* `only_unique` - adds scheudle only if it was not added by previous sources. + +Every time we update schedule it gets task from the source and executes this function to merge them together. diff --git a/imgs/logo.png b/imgs/logo.png new file mode 100644 index 0000000..26bd16a Binary files /dev/null and b/imgs/logo.png differ diff --git a/imgs/logo.svg b/imgs/logo.svg new file mode 100644 index 0000000..7057396 --- /dev/null +++ b/imgs/logo.svg @@ -0,0 +1 @@ + diff --git a/package.json b/package.json new file mode 100644 index 0000000..27cf523 --- /dev/null +++ b/package.json @@ -0,0 +1,17 @@ +{ + "name": "taskiq-docs", + "repository": "git@github.com:taskiq-python/taskiq.git", + "author": "Pavel Kirilin ", + "license": "MIT", + "private": false, + "scripts": { + "docs:dev": "vuepress dev docs --clean-cache", + "docs:build": "vuepress build docs", + "docs:serve": "vuepress serve docs" + }, + "devDependencies": { + "@vuepress/plugin-search": "^2.0.0-beta.51", + "vuepress": "^2.0.0-beta.51", + "vuepress-theme-hope": "^2.0.0-beta.97" + } +} diff --git a/poetry.lock b/poetry.lock index e5ce6a0..7f75a3b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -24,14 +24,6 @@ category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" -[[package]] -name = "atomicwrites" -version = "1.4.1" -description = "Atomic file writes." -category = "dev" -optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" - [[package]] name = "attrs" version = "22.1.0" @@ -48,14 +40,15 @@ tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (> [[package]] name = "autoflake" -version = "1.4" +version = "1.5.3" description = "Removes unused imports and unused variables" category = "dev" optional = false -python-versions = "*" +python-versions = ">=3.7" [package.dependencies] pyflakes = ">=1.1.0" +toml = ">=0.10.2" [[package]] name = "bandit" @@ -78,7 +71,7 @@ yaml = ["pyyaml"] [[package]] name = "black" -version = "22.6.0" +version = "22.8.0" description = "The uncompromising code formatter." category = "dev" optional = false @@ -140,7 +133,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "coverage" -version = "6.4.3" +version = "6.4.4" description = "Code coverage measurement for Python" category = "dev" optional = false @@ -162,7 +155,7 @@ python-versions = ">=3.6,<4.0" [[package]] name = "distlib" -version = "0.3.5" +version = "0.3.6" description = "Distribution utilities" category = "dev" optional = false @@ -197,15 +190,15 @@ testing = ["pre-commit"] [[package]] name = "filelock" -version = "3.7.1" +version = "3.8.0" description = "A platform independent file lock." category = "dev" optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"] -testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"] +docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"] +testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "pytest-timeout (>=2.1)"] [[package]] name = "flake8" @@ -248,7 +241,7 @@ flake8 = ">=3.5,<5" [[package]] name = "flake8-bugbear" -version = "22.7.1" +version = "22.8.23" description = "A plugin for flake8 finding likely bugs and design problems in your program. 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@@ -1,6 +1,6 @@ [tool.poetry] name = "taskiq" -version = "0.0.9" +version = "0.1.0" description = "Distributed task queue with full async support" authors = ["Pavel Kirilin "] maintainers = ["Pavel Kirilin "] @@ -29,9 +29,12 @@ python = "^3.7" typing-extensions = ">=3.10.0.0" pydantic = "^1.6.2" pyzmq = { version = "^23.2.0", optional = true } -uvloop = { version = "^0.16.0", optional = true } +uvloop = { version = ">=0.16.0,<1", optional = true } watchdog = "^2.1.9" -gitignore-parser = "^0.0.8" +gitignore-parser = "^0.1.0" +importlib-metadata = "<4.3" +pycron = "^3.0.0" + [tool.poetry.dev-dependencies] pytest = "^7.1.2" @@ -47,7 +50,7 @@ coverage = "^6.4.2" pytest-cov = "^3.0.0" mock = "^4.0.3" anyio = "^3.6.1" -pytest-xdist = {version = "^2.5.0", extras = ["psutil"]} +pytest-xdist = { version = "^2.5.0", extras = ["psutil"] } types-mock = "^4.0.15" [tool.poetry.extras] @@ -57,6 +60,10 @@ uv = ["uvloop"] [tool.poetry.scripts] taskiq = "taskiq.__main__:main" +[tool.poetry.plugins.taskiq_cli] +worker = "taskiq.cli.worker.cmd:WorkerCMD" +scheduler = "taskiq.cli.scheduler.cmd:SchedulerCMD" + [tool.mypy] strict = true ignore_missing_imports = true diff --git a/taskiq/__init__.py b/taskiq/__init__.py index ba8a8d2..4a12354 100644 --- a/taskiq/__init__.py +++ b/taskiq/__init__.py @@ -3,17 +3,21 @@ from taskiq.abc.formatter import TaskiqFormatter from taskiq.abc.middleware import TaskiqMiddleware from taskiq.abc.result_backend import AsyncResultBackend +from taskiq.abc.schedule_source import ScheduleSource from taskiq.brokers.inmemory_broker import InMemoryBroker from taskiq.brokers.shared_broker import async_shared_broker from taskiq.brokers.zmq_broker import ZeroMQBroker +from taskiq.context import Context from taskiq.exceptions import TaskiqError from taskiq.funcs import gather from taskiq.message import BrokerMessage, TaskiqMessage from taskiq.result import TaskiqResult +from taskiq.scheduler import ScheduledTask, TaskiqScheduler from taskiq.task import AsyncTaskiqTask __all__ = [ "gather", + "Context", "AsyncBroker", "TaskiqError", "TaskiqResult", @@ -21,6 +25,9 @@ "TaskiqMessage", "BrokerMessage", "InMemoryBroker", + "ScheduleSource", + "ScheduledTask", + "TaskiqScheduler", "TaskiqFormatter", "AsyncTaskiqTask", "TaskiqMiddleware", diff --git a/taskiq/__main__.py b/taskiq/__main__.py index 0206f4a..019a788 100644 --- a/taskiq/__main__.py +++ b/taskiq/__main__.py @@ -1,11 +1,75 @@ -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.worker import run_worker +import argparse +import sys +from typing import Dict +from importlib_metadata import entry_points, version -def main() -> None: - """Main entrypoint for CLI.""" - args = TaskiqArgs.from_cli() - run_worker(args) +from taskiq.abc.cmd import TaskiqCMD + + +def main() -> None: # noqa: C901, WPS210 + """ + Main entrypoint of the taskiq. + + This function collects all python entrypoints + and assembles a final argument parser. + + All found entrypoints are used as subcommands. + All arguments are passed to them as it was a normal + call. + """ + found_plugins = len(entry_points().select(group="taskiq_cli")) + parser = argparse.ArgumentParser( + description=f""" + CLI for taskiq. Distributed task queue. + + This is a meta CLI. It searches for installed plugins + using python entrypoints + and passes all arguments to them. + + We found {found_plugins} installed plugins. + """, + ) + parser.add_argument( + "-V", + "--version", + dest="version", + action="store_true", + help="print current taskiq version and exit", + ) + subcommands: Dict[str, TaskiqCMD] = {} + subparsers = parser.add_subparsers( + title="Available subcommands", + metavar="", + dest="subcommand", + ) + for entrypoint in entry_points().select(group="taskiq_cli"): + try: + cmd_class = entrypoint.load() + except ImportError: + print(f"Could not load {entrypoint.value}") # noqa: WPS421 + continue + if issubclass(cmd_class, TaskiqCMD): + subparsers.add_parser( + entrypoint.name, + help=cmd_class.short_help, + add_help=False, + ) + subcommands[entrypoint.name] = cmd_class() + + args, _ = parser.parse_known_args() + + if args.version: + print(version("taskiq")) # noqa: WPS421 + return + + if args.subcommand is None: + parser.print_help() + return + + command = subcommands[args.subcommand] + sys.argv.pop(0) + command.exec(sys.argv[1:]) if __name__ == "__main__": diff --git a/taskiq/abc/cmd.py b/taskiq/abc/cmd.py new file mode 100644 index 0000000..fafc7ff --- /dev/null +++ b/taskiq/abc/cmd.py @@ -0,0 +1,16 @@ +from abc import ABC, abstractmethod +from typing import Sequence + + +class TaskiqCMD(ABC): + """Base class for new commands.""" + + short_help = "" + + @abstractmethod + def exec(self, args: Sequence[str]) -> None: + """ + Execute the command. + + :param args: CLI args. + """ diff --git a/taskiq/abc/schedule_source.py b/taskiq/abc/schedule_source.py new file mode 100644 index 0000000..f4b3550 --- /dev/null +++ b/taskiq/abc/schedule_source.py @@ -0,0 +1,35 @@ +from abc import ABC, abstractmethod +from typing import TYPE_CHECKING, List + +if TYPE_CHECKING: + from taskiq.scheduler.scheduler import ScheduledTask + + +class ScheduleSource(ABC): + """Abstract class for source of scheduled tasks.""" + + async def startup(self) -> None: + """Action to execute during startup.""" + + async def shutdown(self) -> None: + """Actions to execute during shutdown.""" + + @abstractmethod + async def get_schedules(self) -> List["ScheduledTask"]: + """Get list of taskiq schedules.""" + + async def add_schedule(self, schedule: "ScheduledTask") -> None: + """ + Add a new schedule. + + This function is used to add new schedules. + It's a convenient helper for people who want to add new schedules + for the current source. + + As an example, if your source works with a database, + you may want to add new rows to the table. + + Note that this function may do nothing. + + :param schedule: schedule to add. + """ diff --git a/taskiq/brokers/inmemory_broker.py b/taskiq/brokers/inmemory_broker.py index 4903c58..ae1a9fc 100644 --- a/taskiq/brokers/inmemory_broker.py +++ b/taskiq/brokers/inmemory_broker.py @@ -4,8 +4,8 @@ from taskiq.abc.broker import AsyncBroker from taskiq.abc.result_backend import AsyncResultBackend, TaskiqResult -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.receiver import Receiver +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.receiver import Receiver from taskiq.exceptions import TaskiqError from taskiq.message import BrokerMessage @@ -102,12 +102,12 @@ def __init__( # noqa: WPS211 ) self.receiver = Receiver( self, - TaskiqArgs( + WorkerArgs( broker="", modules=[], max_threadpool_threads=sync_tasks_pool_size, no_parse=not cast_types, - log_collector_format=logs_format or TaskiqArgs.log_collector_format, + log_collector_format=logs_format or WorkerArgs.log_collector_format, ), ) diff --git a/taskiq/brokers/zmq_broker.py b/taskiq/brokers/zmq_broker.py index 6713f35..a4fa361 100644 --- a/taskiq/brokers/zmq_broker.py +++ b/taskiq/brokers/zmq_broker.py @@ -72,8 +72,8 @@ async def listen( :param callback: function to call when message received. """ loop = asyncio.get_event_loop() - while True: - with self.socket.connect(self.sub_host) as sock: + with self.socket.connect(self.sub_host) as sock: + while True: received_str = await sock.recv_string() try: broker_msg = BrokerMessage.parse_raw(received_str) diff --git a/taskiq/cli/common_args.py b/taskiq/cli/common_args.py new file mode 100644 index 0000000..f8a5515 --- /dev/null +++ b/taskiq/cli/common_args.py @@ -0,0 +1,11 @@ +import enum + + +class LogLevel(str, enum.Enum): # noqa: WPS600 + """Different log levels.""" + + INFO = "INFO" + WARNING = "WARNING" + DEBUG = "DEBUG" + ERROR = "ERROR" + FATAL = "FATAL" diff --git a/taskiq/cli/scheduler/__init__.py b/taskiq/cli/scheduler/__init__.py new file mode 100644 index 0000000..b75dcfa --- /dev/null +++ b/taskiq/cli/scheduler/__init__.py @@ -0,0 +1 @@ +"""Package to run scheduled jobs.""" diff --git a/taskiq/cli/scheduler/args.py b/taskiq/cli/scheduler/args.py new file mode 100644 index 0000000..9517e3b --- /dev/null +++ b/taskiq/cli/scheduler/args.py @@ -0,0 +1,62 @@ +from argparse import ZERO_OR_MORE, ArgumentDefaultsHelpFormatter, ArgumentParser +from dataclasses import dataclass +from typing import List, Optional, Sequence + +from taskiq.cli.common_args import LogLevel + + +@dataclass +class SchedulerArgs: + """Arguments for scheduler.""" + + scheduler: str + modules: List[str] + log_level: str = LogLevel.INFO.name + fs_discover: bool = False + pattern: str = "tasks.py" + tasks_pattern: str = "tasks.py" + + @classmethod + def from_cli(cls, args: Optional[Sequence[str]] = None) -> "SchedulerArgs": + """ + Build scheduler args from CLI arguments. + + This method takes arguments as args parameter. + + :param args: current CLI arguments, defaults to None + :return: instance of scheduler args. + """ + parser = ArgumentParser( + formatter_class=ArgumentDefaultsHelpFormatter, + description="Subcommand to run scheduler", + ) + parser.add_argument("scheduler", help="Path to scheduler") + parser.add_argument( + "modules", + help="List of modules where to look for tasks.", + nargs=ZERO_OR_MORE, + ) + parser.add_argument( + "--fs-discover", + "-fsd", + action="store_true", + help=( + "If this option is on, " + "taskiq will try to find tasks modules " + "in current directory recursievly. Name of file to search for " + "can be configured using `--tasks-pattern` option." + ), + ) + parser.add_argument( + "--tasks-pattern", + "-tp", + default="tasks.py", + help="Name of files in which taskiq will try to find modules.", + ) + parser.add_argument( + "--log-level", + default=LogLevel.INFO.name, + choices=[level.name for level in LogLevel], + help="scheduler log level", + ) + return cls(**parser.parse_args(args).__dict__) diff --git a/taskiq/cli/scheduler/cmd.py b/taskiq/cli/scheduler/cmd.py new file mode 100644 index 0000000..7650024 --- /dev/null +++ b/taskiq/cli/scheduler/cmd.py @@ -0,0 +1,26 @@ +import asyncio +from typing import Sequence + +from taskiq.abc.cmd import TaskiqCMD +from taskiq.cli.scheduler.args import SchedulerArgs +from taskiq.cli.scheduler.run import run_scheduler + + +class SchedulerCMD(TaskiqCMD): + """Command for taskiq scheduler.""" + + short_help = "Run task scheduler" + + def exec(self, args: Sequence[str]) -> None: + """ + Run task scheduler. + + This function starts scheduler function. + + It periodically loads schedule for tasks + and executes them. + + :param args: CLI arguments. + """ + parsed = SchedulerArgs.from_cli(args) + asyncio.run(run_scheduler(parsed)) diff --git a/taskiq/cli/scheduler/run.py b/taskiq/cli/scheduler/run.py new file mode 100644 index 0000000..980f4ac --- /dev/null +++ b/taskiq/cli/scheduler/run.py @@ -0,0 +1,109 @@ +import asyncio +from datetime import datetime, timedelta +from logging import basicConfig, getLevelName, getLogger +from typing import List + +from pycron import is_now + +from taskiq.cli.scheduler.args import SchedulerArgs +from taskiq.cli.utils import import_object, import_tasks +from taskiq.kicker import AsyncKicker +from taskiq.scheduler.scheduler import ScheduledTask, TaskiqScheduler + +logger = getLogger(__name__) + + +async def schedules_updater( + scheduler: TaskiqScheduler, + current_schedules: List[ScheduledTask], +) -> None: + """ + Periodic update to schedules. + + This task preiodicaly checks for new schedules, + assembles the final list and replaces current + schedule with a new one. + + :param scheduler: current scheduler. + :param current_schedules: list of schedules. + """ + while True: + logger.debug("Started schedule update.") + new_schedules: "List[ScheduledTask]" = [] + for source in scheduler.sources: + try: + schedules = await source.get_schedules() + except Exception as exc: + logger.warning( + "Cannot update schedules with source: %s", + source, + ) + logger.debug(exc, exc_info=True) + continue + for schedule in scheduler.merge_func(new_schedules, schedules): + new_schedules.append(schedule) + current_schedules.clear() + current_schedules.extend(new_schedules) + await asyncio.sleep(scheduler.refresh_delay) + + +async def run_scheduler(args: SchedulerArgs) -> None: # noqa: C901, WPS210, WPS213 + """ + Runs scheduler loop. + + This function imports taskiq scheduler + and runs tasks when needed. + + :param args: parsed CLI args. + """ + scheduler = import_object(args.scheduler) + if not isinstance(scheduler, TaskiqScheduler): + print( # noqa: WPS421 + "Imported scheduler is not a subclass of TaskiqScheduler.", + ) + exit(1) # noqa: WPS421 + import_tasks(args.modules, args.pattern, args.fs_discover) + basicConfig( + level=getLevelName(args.log_level), + format=( + "[%(asctime)s][%(levelname)-7s]" + "[%(module)s:%(funcName)s:%(lineno)d]" + " %(message)s" + ), + ) + for source in scheduler.sources: + await source.startup() + loop = asyncio.get_event_loop() + tasks: "List[ScheduledTask]" = [] + loop.create_task(schedules_updater(scheduler, tasks)) + logger.info("Starting scheduler.") + await scheduler.startup() + logger.info("Startup completed.") + while True: # noqa: WPS457 + not_fired_tasks = [] + for task in tasks: + try: + ready = is_now(task.cron) + except ValueError: + logger.warning( + "Cannot parse cron: %s for task: %s", + task.cron, + task.task_name, + ) + continue + if ready: + logger.info("Sending task %s.", task.task_name) + loop.create_task( + AsyncKicker(task.task_name, scheduler.broker, task.labels).kiq( + *task.args, + **task.kwargs, + ), + ) + else: + not_fired_tasks.append(task) + delay = ( + datetime.now().replace(second=1, microsecond=0) + + timedelta(minutes=1) + - datetime.now() + ) + await asyncio.sleep(delay.total_seconds()) diff --git a/taskiq/cli/utils.py b/taskiq/cli/utils.py new file mode 100644 index 0000000..0bc90c1 --- /dev/null +++ b/taskiq/cli/utils.py @@ -0,0 +1,85 @@ +import os +import sys +from contextlib import contextmanager +from importlib import import_module +from logging import getLogger +from pathlib import Path +from typing import Any, Generator + +logger = getLogger("taskiq.worker") + + +@contextmanager +def add_cwd_in_path() -> Generator[None, None, None]: + """ + Adds current directory in python path. + + This context manager adds current directory in sys.path, + so all python files are discoverable now, without installing + current project. + + :yield: none + """ + cwd = os.getcwd() + if cwd in sys.path: + yield + else: + logger.debug(f"Inserting {cwd} in sys.path") + sys.path.insert(0, cwd) + try: + yield + finally: + try: # noqa: WPS505 + sys.path.remove(cwd) + except ValueError: + logger.warning(f"Cannot remove '{cwd}' from sys.path") + + +def import_object(object_spec: str) -> Any: + """ + It parses python object spec and imports it. + + :param object_spec: string in format like `package.module:variable` + :raises ValueError: if spec has unknown format. + :returns: imported broker. + """ + import_spec = object_spec.split(":") + if len(import_spec) != 2: + raise ValueError("You should provide object path in `module:variable` format.") + with add_cwd_in_path(): + module = import_module(import_spec[0]) + return getattr(module, import_spec[1]) + + +def import_from_modules(modules: list[str]) -> None: + """ + Import all modules from modules variable. + + :param modules: list of modules. + """ + for module in modules: + try: + logger.info(f"Importing tasks from module {module}") + with add_cwd_in_path(): + import_module(module) + except ImportError: + logger.warning(f"Cannot import {module}") + + +def import_tasks(modules: list[str], pattern: str, fs_discover: bool) -> None: + """ + Import tasks modules. + + This function is used to + import all tasks from modules. + + :param modules: list of modules to import. + :param pattern: pattern of a file if fs_discover is True. + :param fs_discover: If true it will try to import modules + from filesystem. + """ + if fs_discover: + for path in Path(".").rglob(pattern): + modules.append(str(path).removesuffix(".py").replace("/", ".")) + + import_from_modules(modules) diff --git a/taskiq/cli/worker/__init__.py b/taskiq/cli/worker/__init__.py new file mode 100644 index 0000000..436ca18 --- /dev/null +++ b/taskiq/cli/worker/__init__.py @@ -0,0 +1 @@ +"""Module to run taskiq worker process.""" diff --git a/taskiq/cli/args.py b/taskiq/cli/worker/args.py similarity index 89% rename from taskiq/cli/args.py rename to taskiq/cli/worker/args.py index aacc2e0..68968f4 100644 --- a/taskiq/cli/args.py +++ b/taskiq/cli/worker/args.py @@ -1,28 +1,19 @@ -import enum from argparse import ArgumentDefaultsHelpFormatter, ArgumentParser from dataclasses import dataclass -from typing import List, Optional +from typing import List, Optional, Sequence - -class LogLevel(str, enum.Enum): # noqa: WPS600 - """Different log levels.""" - - INFO = "INFO" - WARNING = "WARNING" - DEBUG = "DEBUG" - ERROR = "ERROR" - FATAL = "FATAL" +from taskiq.cli.common_args import LogLevel @dataclass -class TaskiqArgs: +class WorkerArgs: """Taskiq worker CLI arguments.""" broker: str modules: List[str] tasks_pattern: str = "tasks.py" fs_discover: bool = False - log_level: str = "INFO" + log_level: LogLevel = LogLevel.INFO workers: int = 2 log_collector_format: str = ( "[%(asctime)s][%(levelname)-7s][%(module)s:%(funcName)s:%(lineno)d] %(message)s" @@ -34,7 +25,10 @@ class TaskiqArgs: no_gitignore: bool = False @classmethod - def from_cli(cls, args: Optional[List[str]] = None) -> "TaskiqArgs": # noqa: WPS213 + def from_cli( # noqa: WPS213 + cls, + args: Optional[Sequence[str]] = None, + ) -> "WorkerArgs": """ Construct TaskiqArgs instanc from CLI arguments. @@ -131,4 +125,4 @@ def from_cli(cls, args: Optional[List[str]] = None) -> "TaskiqArgs": # noqa: WP ) namespace = parser.parse_args(args) - return TaskiqArgs(**namespace.__dict__) + return WorkerArgs(**namespace.__dict__) diff --git a/taskiq/cli/async_task_runner.py b/taskiq/cli/worker/async_task_runner.py similarity index 84% rename from taskiq/cli/async_task_runner.py rename to taskiq/cli/worker/async_task_runner.py index 8096d64..1ce9594 100644 --- a/taskiq/cli/async_task_runner.py +++ b/taskiq/cli/worker/async_task_runner.py @@ -1,15 +1,15 @@ from logging import getLogger from taskiq.abc.broker import AsyncBroker -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.receiver import Receiver +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.receiver import Receiver logger = getLogger("taskiq.worker") async def async_listen_messages( broker: AsyncBroker, - cli_args: TaskiqArgs, + cli_args: WorkerArgs, ) -> None: # pragma: no cover """ This function iterates over tasks asynchronously. diff --git a/taskiq/cli/worker/cmd.py b/taskiq/cli/worker/cmd.py new file mode 100644 index 0000000..d4390a5 --- /dev/null +++ b/taskiq/cli/worker/cmd.py @@ -0,0 +1,26 @@ +import logging +from typing import Sequence + +from taskiq.abc.cmd import TaskiqCMD +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.run import run_worker + +logger = logging.getLogger(__name__) + + +class WorkerCMD(TaskiqCMD): + """Command to run workers.""" + + short_help = "Helper to run workers" + + def exec(self, args: Sequence[str]) -> None: + """ + Start worker process. + + Worker process creates several small + processes in which tasks are actually processed. + + :param args: CLI arguments. + """ + wargs = WorkerArgs.from_cli(args) + run_worker(wargs) diff --git a/taskiq/cli/log_collector.py b/taskiq/cli/worker/log_collector.py similarity index 100% rename from taskiq/cli/log_collector.py rename to taskiq/cli/worker/log_collector.py diff --git a/taskiq/cli/params_parser.py b/taskiq/cli/worker/params_parser.py similarity index 100% rename from taskiq/cli/params_parser.py rename to taskiq/cli/worker/params_parser.py diff --git a/taskiq/cli/receiver.py b/taskiq/cli/worker/receiver.py similarity index 97% rename from taskiq/cli/receiver.py rename to taskiq/cli/worker/receiver.py index 88497df..a58d8e7 100644 --- a/taskiq/cli/receiver.py +++ b/taskiq/cli/worker/receiver.py @@ -8,9 +8,9 @@ from taskiq.abc.broker import AsyncBroker from taskiq.abc.middleware import TaskiqMiddleware -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.log_collector import log_collector -from taskiq.cli.params_parser import parse_params +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.log_collector import log_collector +from taskiq.cli.worker.params_parser import parse_params from taskiq.context import Context from taskiq.message import BrokerMessage, TaskiqMessage from taskiq.result import TaskiqResult @@ -61,7 +61,7 @@ def _run_sync(target: Callable[..., Any], message: TaskiqMessage) -> Any: class Receiver: """Class that uses as a callback handler.""" - def __init__(self, broker: AsyncBroker, cli_args: TaskiqArgs) -> None: + def __init__(self, broker: AsyncBroker, cli_args: WorkerArgs) -> None: self.broker = broker self.cli_args = cli_args self.task_signatures: Dict[str, inspect.Signature] = {} diff --git a/taskiq/cli/worker.py b/taskiq/cli/worker/run.py similarity index 74% rename from taskiq/cli/worker.py rename to taskiq/cli/worker/run.py index 31cfe0f..d49965d 100644 --- a/taskiq/cli/worker.py +++ b/taskiq/cli/worker/run.py @@ -1,22 +1,19 @@ import asyncio import os import signal -import sys -from contextlib import contextmanager -from importlib import import_module from logging import basicConfig, getLevelName, getLogger from multiprocessing import Process -from pathlib import Path from queue import Queue from time import sleep -from typing import Any, Generator, List +from typing import Any, List from watchdog.observers import Observer from taskiq.abc.broker import AsyncBroker -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.async_task_runner import async_listen_messages +from taskiq.cli.utils import import_object, import_tasks from taskiq.cli.watcher import FileWatcher +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.async_task_runner import async_listen_messages try: import uvloop # noqa: WPS433 @@ -78,82 +75,6 @@ def schedule_workers_reload() -> None: reload_queue.join() -@contextmanager -def add_cwd_in_path() -> Generator[None, None, None]: - """ - Adds current directory in python path. - - This context manager adds current directory in sys.path, - so all python files are discoverable now, without installing - current project. - - :yield: none - """ - cwd = os.getcwd() - if cwd in sys.path: - yield - else: - logger.debug(f"Inserting {cwd} in sys.path") - sys.path.insert(0, cwd) - try: - yield - finally: - try: # noqa: WPS505 - sys.path.remove(cwd) - except ValueError: - logger.warning(f"Cannot remove '{cwd}' from sys.path") - - -def import_broker(broker_spec: str) -> Any: - """ - It parses broker spec and imports it. - - :param broker_spec: string in format like `package.module:variable` - :raises ValueError: if spec has unknown format. - :returns: imported broker. - """ - import_spec = broker_spec.split(":") - if len(import_spec) != 2: - raise ValueError("You should provide broker in `module:variable` format.") - with add_cwd_in_path(): - module = import_module(import_spec[0]) - return getattr(module, import_spec[1]) - - -def import_from_modules(modules: list[str]) -> None: - """ - Import all modules from modules variable. - - :param modules: list of modules. - """ - for module in modules: - try: - logger.info(f"Importing tasks from module {module}") - with add_cwd_in_path(): - import_module(module) - except ImportError: - logger.warning(f"Cannot import {module}") - - -def import_tasks(modules: list[str], pattern: str, fs_discover: bool) -> None: - """ - Import tasks modules. - - This function is used to - import all tasks from modules. - - :param modules: list of modules to import. - :param pattern: pattern of a file if fs_discover is True. - :param fs_discover: If true it will try to import modules - from filesystem. - """ - if fs_discover: - for path in Path(".").rglob(pattern): - modules.append(str(path).removesuffix(".py").replace("/", ".")) - - import_from_modules(modules) - - async def shutdown_broker(broker: AsyncBroker, timeout: float) -> None: """ This function used to shutdown broker. @@ -181,7 +102,7 @@ async def shutdown_broker(broker: AsyncBroker, timeout: float) -> None: ) -def start_listen(args: TaskiqArgs) -> None: # noqa: C901 +def start_listen(args: WorkerArgs) -> None: # noqa: C901 """ This function starts actual listening process. @@ -202,7 +123,7 @@ def start_listen(args: TaskiqArgs) -> None: # noqa: C901 # We must set this field before importing tasks, # so broker will remember all tasks it's related to. AsyncBroker.is_worker_process = True - broker = import_broker(args.broker) + broker = import_object(args.broker) import_tasks(args.modules, args.tasks_pattern, args.fs_discover) if not isinstance(broker, AsyncBroker): raise ValueError("Unknown broker type. Please use AsyncBroker instance.") @@ -240,7 +161,7 @@ def interrupt_handler(_signum: int, _frame: Any) -> None: loop.run_until_complete(shutdown_broker(broker, args.shutdown_timeout)) -def watcher_loop(args: TaskiqArgs) -> None: # noqa: C901, WPS213 +def watcher_loop(args: WorkerArgs) -> None: # noqa: C901, WPS213 """ Infinate loop for main process. @@ -293,7 +214,7 @@ def watcher_loop(args: TaskiqArgs) -> None: # noqa: C901, WPS213 worker_processes.remove(dead_process) -def run_worker(args: TaskiqArgs) -> None: # noqa: WPS213 +def run_worker(args: WorkerArgs) -> None: # noqa: WPS213 """ This function starts worker processes. diff --git a/taskiq/cli/tests/test_context.py b/taskiq/cli/worker/tests/test_context.py similarity index 97% rename from taskiq/cli/tests/test_context.py rename to taskiq/cli/worker/tests/test_context.py index 1157afd..5927cdf 100644 --- a/taskiq/cli/tests/test_context.py +++ b/taskiq/cli/worker/tests/test_context.py @@ -1,6 +1,6 @@ from typing import get_type_hints -from taskiq.cli.receiver import inject_context +from taskiq.cli.worker.receiver import inject_context from taskiq.context import Context from taskiq.message import TaskiqMessage diff --git a/taskiq/cli/tests/test_log_collector.py b/taskiq/cli/worker/tests/test_log_collector.py similarity index 93% rename from taskiq/cli/tests/test_log_collector.py rename to taskiq/cli/worker/tests/test_log_collector.py index 90ab335..06a71c1 100644 --- a/taskiq/cli/tests/test_log_collector.py +++ b/taskiq/cli/worker/tests/test_log_collector.py @@ -2,7 +2,7 @@ import sys from io import StringIO -from taskiq.cli.log_collector import log_collector +from taskiq.cli.worker.log_collector import log_collector def test_log_collector_std_success() -> None: diff --git a/taskiq/cli/tests/test_parameters_parsing.py b/taskiq/cli/worker/tests/test_parameters_parsing.py similarity index 98% rename from taskiq/cli/tests/test_parameters_parsing.py rename to taskiq/cli/worker/tests/test_parameters_parsing.py index 4f45b32..3acc42b 100644 --- a/taskiq/cli/tests/test_parameters_parsing.py +++ b/taskiq/cli/worker/tests/test_parameters_parsing.py @@ -5,7 +5,7 @@ import pytest from pydantic import BaseModel -from taskiq.cli.params_parser import parse_params +from taskiq.cli.worker.params_parser import parse_params from taskiq.message import TaskiqMessage diff --git a/taskiq/cli/tests/test_receiver.py b/taskiq/cli/worker/tests/test_receiver.py similarity index 97% rename from taskiq/cli/tests/test_receiver.py rename to taskiq/cli/worker/tests/test_receiver.py index ae46037..271d38e 100644 --- a/taskiq/cli/tests/test_receiver.py +++ b/taskiq/cli/worker/tests/test_receiver.py @@ -5,8 +5,8 @@ from taskiq.abc.broker import AsyncBroker from taskiq.abc.middleware import TaskiqMiddleware from taskiq.brokers.inmemory_broker import InMemoryBroker -from taskiq.cli.args import TaskiqArgs -from taskiq.cli.receiver import Receiver +from taskiq.cli.worker.args import WorkerArgs +from taskiq.cli.worker.receiver import Receiver from taskiq.message import BrokerMessage, TaskiqMessage from taskiq.result import TaskiqResult @@ -26,7 +26,7 @@ def get_receiver( broker = InMemoryBroker() return Receiver( broker, - TaskiqArgs( + WorkerArgs( broker="", modules=[], no_parse=no_parse, diff --git a/taskiq/schedule_sources/__init__.py b/taskiq/schedule_sources/__init__.py new file mode 100644 index 0000000..1ad5a6f --- /dev/null +++ b/taskiq/schedule_sources/__init__.py @@ -0,0 +1,6 @@ +"""Package for schedule sources.""" +from taskiq.schedule_sources.label_based import LabelScheduleSource + +__all__ = [ + "LabelScheduleSource", +] diff --git a/taskiq/schedule_sources/label_based.py b/taskiq/schedule_sources/label_based.py new file mode 100644 index 0000000..b9d6310 --- /dev/null +++ b/taskiq/schedule_sources/label_based.py @@ -0,0 +1,42 @@ +from typing import List + +from taskiq.abc.broker import AsyncBroker +from taskiq.abc.schedule_source import ScheduleSource +from taskiq.scheduler.scheduler import ScheduledTask + + +class LabelScheduleSource(ScheduleSource): + """Schedule source based on labels.""" + + def __init__(self, broker: AsyncBroker) -> None: + self.broker = broker + + async def get_schedules(self) -> List["ScheduledTask"]: + """ + Collect schedules for all tasks. + + this function checks labels for all + tasks available to the broker. + + If task has a schedule label, + it will be parsed and retuned. + + :return: list of schedules. + """ + schedules = [] + for task_name, task in self.broker.available_tasks.items(): + if task.broker != self.broker: + continue + for schedule in task.labels.get("schedule", []): + labels = schedule.get("labels", {}) + labels.update(task.labels) + schedules.append( + ScheduledTask( + task_name=task_name, + labels=labels, + args=schedule.get("args", []), + kwargs=schedule.get("kwargs", {}), + cron=schedule["cron"], + ), + ) + return schedules diff --git a/taskiq/scheduler/__init__.py b/taskiq/scheduler/__init__.py new file mode 100644 index 0000000..a0463e0 --- /dev/null +++ b/taskiq/scheduler/__init__.py @@ -0,0 +1,10 @@ +"""Scheduler package.""" +from taskiq.scheduler.merge_functions import only_unique, preserve_all +from taskiq.scheduler.scheduler import ScheduledTask, TaskiqScheduler + +__all__ = [ + "only_unique", + "preserve_all", + "ScheduledTask", + "TaskiqScheduler", +] diff --git a/taskiq/scheduler/merge_functions.py b/taskiq/scheduler/merge_functions.py new file mode 100644 index 0000000..ac3b7a1 --- /dev/null +++ b/taskiq/scheduler/merge_functions.py @@ -0,0 +1,42 @@ +from typing import TYPE_CHECKING, List + +if TYPE_CHECKING: + from taskiq.scheduler.scheduler import ScheduledTask + + +def preserve_all( + old_tasks: List["ScheduledTask"], + new_tasks: List["ScheduledTask"], +) -> List["ScheduledTask"]: + """ + This function simply merges two lists. + + It adds new tasks to others. + + :param old_tasks: previously discovered tasks. + :param new_tasks: newly discovered tasks. + :return: merged list. + """ + return old_tasks + new_tasks + + +def only_unique( + old_tasks: List["ScheduledTask"], + new_tasks: List["ScheduledTask"], +) -> List["ScheduledTask"]: + """ + This function preserves only unique schedules. + + It checks every task and if the schedule is already + in list, it won't be added. + + :param old_tasks: previously discovered tasks. + :param new_tasks: newly discovered tasks. + :return: list of unique schedules. + """ + new_tasks = [] + new_tasks.extend(old_tasks) + for task in new_tasks: + if task not in new_tasks: + new_tasks.append(task) + return new_tasks diff --git a/taskiq/scheduler/scheduler.py b/taskiq/scheduler/scheduler.py new file mode 100644 index 0000000..d94b1d8 --- /dev/null +++ b/taskiq/scheduler/scheduler.py @@ -0,0 +1,47 @@ +from dataclasses import dataclass +from typing import TYPE_CHECKING, Any, Callable, Dict, List + +from taskiq.abc.broker import AsyncBroker +from taskiq.scheduler.merge_functions import preserve_all + +if TYPE_CHECKING: + from taskiq.abc.schedule_source import ScheduleSource + + +@dataclass(frozen=True, eq=True) +class ScheduledTask: + """Abstraction over task schedule.""" + + task_name: str + labels: Dict[str, Any] + args: List[Any] + kwargs: Dict[str, Any] + cron: str + + +class TaskiqScheduler: + """Scheduler class.""" + + def __init__( + self, + broker: AsyncBroker, + sources: List["ScheduleSource"], + merge_func: Callable[ + [List["ScheduledTask"], List["ScheduledTask"]], + List["ScheduledTask"], + ] = preserve_all, + refresh_delay: float = 30.0, + ) -> None: + self.broker = broker + self.sources = sources + self.refresh_delay = refresh_delay + self.merge_func = merge_func + + async def startup(self) -> None: + """ + This method is called on startup. + + Here you can do stuff, like creating + connections or anything you'd like. + """ + await self.broker.startup() diff --git a/vuepress.config.ts b/vuepress.config.ts new file mode 100644 index 0000000..b803a27 --- /dev/null +++ b/vuepress.config.ts @@ -0,0 +1,35 @@ +import { defineUserConfig } from 'vuepress' +import { searchPlugin } from '@vuepress/plugin-search' +import { hopeTheme, sidebar } from "vuepress-theme-hope"; + +export default defineUserConfig({ + lang: 'en-US', + title: "Taskiq", + description: 'Distributed task queue with full async support', + head: [ + ['meta', { property: 'og:image', content: 'https://taskiq-python.github.io/logo.svg' }] + ], + theme: hopeTheme({ + logo: "/logo.svg", + pure: true, + backToTop: false, + repo: 'taskiq-python/taskiq', + editLinkPattern: ":repo/edit/master/docs/:path", + plugins: { + seo: {}, + sitemap: { + hostname: 'taskiq-python.github.io', + changefreq: 'daily', + sitemapFilename: 'sitemap.xml', + }, + copyCode: { showInMobile: true, pure: true }, + mdEnhance: { + tabs: true, + mermaid: true + } + }, + sidebar: "structure", + navbarAutoHide: "none", + }), + plugins: [searchPlugin()] +}); diff 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