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Merge pull request #281 from lsst-sqre/tickets/DM-45281
DM-45281: Add UWS support library
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### New features | ||
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- Add new `safir.uws` and `safir.arq.uws` modules that provide the framework of an IVOA Universal Worker Service implementation. |
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### New features | ||
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- Add new `safir.testing.uws` module that provides a mock UWS job runner for testing UWS applications. |
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### New features | ||
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- Add new `safir.arq.WorkerSettings` class that models the acceptable parameters for an arq `WorkerSettings` object or class that Safir applications have needed. |
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@@ -32,3 +32,4 @@ User guide | |
github-apps/index | ||
click | ||
asyncio-queue | ||
uws/index |
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.. currentmodule:: safir.uws | ||
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########################## | ||
Creating a new UWS service | ||
########################## | ||
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To create a new service that uses the Safir UWS library for its API, first create a new FastAPI Safir application. | ||
The easiest way to do this is to follow the instructions in :ref:`create-from-template`. | ||
Select the ``UWS`` flavor. | ||
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Then, flesh out the application by following these steps: | ||
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#. :doc:`Define the API parameters <define-inputs>` | ||
#. :doc:`Define the parameter models <define-models>` | ||
#. :doc:`Write the backend worker <write-backend>` | ||
#. :doc:`Write the test suite <testing>` | ||
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If you use the template and select the ``UWS`` flavor, all of the steps below will be done for you and you can skip the rest of this page. | ||
Read on if you're curious about what the ``UWS`` flavor sets up, or if you're converting an already-existing FastAPI application. | ||
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.. _uws-config: | ||
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Add UWS configuration options | ||
============================= | ||
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UWS applications have several standard configuration options that you will want to include in your application's overall configuration. | ||
You will also need to add a method to creete the `UWSConfig` object from your application configuration and to create a global `UWSApplication` object. | ||
These need to be added to :file:`config.py`. | ||
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First, add additional configuration settings for UWS to ``Config`` by changing the class to inherit from `UWSAppSettings`. | ||
This will add standard configuration options most services will need and provide helper methods and properties. | ||
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.. code-block:: python | ||
:caption: config.py | ||
from safir.uws import UWSAppSettings | ||
class Config(UWSAppSettings): ... | ||
Second, add a property to ``Config`` that returns the UWS configuration. | ||
For some of these settings, you won't know the values yet. | ||
You will be able to fill in the value of ``parameters_type`` after reading :doc:`define-models`, the values of ``async_post_route`` and optionally ``sync_get_route`` and ``sync_post_route`` after reading :doc:`define-inputs`, and the value of ``worker`` after reading :doc:`write-backend`. | ||
For now, you can just insert placeholder values. | ||
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.. code-block:: python | ||
:caption: config.py | ||
:emphasize-lines: 1,7-15 | ||
from safir.uws import UWSAppSettings, UWSConfig, UWSRoute | ||
class Config(UWSAppSettings): | ||
... | ||
@property | ||
def uws_config(self) -> UWSConfig: | ||
return self.build_uws_config( | ||
async_post_route=UWSRoute(...), | ||
parameters_type=..., | ||
sync_get_route=UWSRoute(...), | ||
sync_post_route=UWSRoute(...), | ||
worker=..., | ||
) | ||
See `UWSAppSettings.build_uws_config` for all of the possible settings. | ||
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Third, at the bottom of :file:`config.py`, create the `UWSApplication` object and store it in ``uws``, which should be an exported symbol (listed in ``__all__``). | ||
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.. code-block:: python | ||
:caption: config.py | ||
:emphasize-lines: 1,8-9 | ||
from safir.uws import UWSApplication | ||
... | ||
config = Config() | ||
"""Configuration for example.""" | ||
uws = UWSApplication(config.uws_config) | ||
"""The UWS application for this service.""" | ||
Set up the FastAPI application | ||
============================== | ||
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The Safir UWS library must be initialized when the application starts, and requires some additional FastAPI middleware and error handlers. | ||
These need to be added to :file:`main.py`. | ||
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First, initialize the UWS application in the ``lifespan`` function: | ||
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.. code-block:: python | ||
:caption: main.py | ||
:emphasize-lines: 1,6,8 | ||
from .config import uws | ||
@asynccontextmanager | ||
async def lifespan(app: FastAPI) -> AsyncIterator[None]: | ||
await uws.initialize_fastapi() | ||
yield | ||
await uws.shutdown_fastapi() | ||
await http_client_dependency.aclose() | ||
Second, install the UWS routes into the external router before including it in the application: | ||
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.. code-block:: python | ||
:caption: main.py | ||
:emphasize-lines: 3 | ||
# Attach the routers. | ||
app.include_router(internal_router) | ||
uws.install_handlers(external_router) | ||
app.include_router(external_router, prefix=f"{config.path_prefix}") | ||
Third, install the UWS middleware and error handlers. | ||
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.. code-block:: python | ||
:caption: main.py | ||
:emphasize-lines: 3,5-6 | ||
# Add middleware. | ||
app.add_middleware(XForwardedMiddleware) | ||
uws.install_middleware(app) | ||
# Install error handlers. | ||
uws.install_error_handlers(app) | ||
Add a command-line interface | ||
============================ | ||
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The UWS implementation uses a PostgreSQL database to store job status. | ||
Your application will need a mechanism to initialize that database with the desired schema. | ||
The simplest way to do this is to add a command-line interface for your application with an ``init`` command that initializes the database. | ||
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.. note:: | ||
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This approach has inherent race conditions and cannot handle database schema upgrades. | ||
It will be replaced with a more sophisticated approach using Alembic_ once that support is ready. | ||
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First, create a new :file:`cli.py` file in your application with the following contents: | ||
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.. code-block:: python | ||
:caption: cli.py | ||
import click | ||
import structlog | ||
from safir.asyncio import run_with_asyncio | ||
from safir.click import display_help | ||
from .config import uws | ||
@click.group(context_settings={"help_option_names": ["-h", "--help"]}) | ||
@click.version_option(message="%(version)s") | ||
def main() -> None: | ||
"""Administrative command-line interface for example.""" | ||
@main.command() | ||
@click.argument("topic", default=None, required=False, nargs=1) | ||
@click.pass_context | ||
def help(ctx: click.Context, topic: str | None) -> None: | ||
"""Show help for any command.""" | ||
display_help(main, ctx, topic) | ||
@main.command() | ||
@click.option( | ||
"--reset", is_flag=True, help="Delete all existing database data." | ||
) | ||
@run_with_asyncio | ||
async def init(*, reset: bool) -> None: | ||
"""Initialize the database storage.""" | ||
logger = structlog.get_logger("example") | ||
await uws.initialize_uws_database(logger, reset=reset) | ||
Look for the instances of ``example`` and replace them with the name of your application. | ||
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Second, register this interface with Python in :file:`pyproject.toml`: | ||
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.. code-block:: toml | ||
:caption: pyproject.toml | ||
[project.scripts] | ||
example = "example.cli:main" | ||
Again, replace ``example`` with the name of your application. | ||
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Third, change the :file:`Dockerfile` for your application to run a startup script rather than run :command:`uvicorn` directly: | ||
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.. code-block:: docker | ||
:caption: Dockerfile | ||
# Copy the startup script | ||
COPY scripts/start-frontend.sh /start-frontend.sh | ||
# Run the application. | ||
CMD ["/start-frontend.sh"] | ||
Finally, create the :file:`scripts/start-frontend.sh` file: | ||
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.. code-block:: bash | ||
:caption: scripts/start-frontend.sh | ||
#!/bin/bash | ||
# | ||
# Create the database and then start the server. | ||
set -eu | ||
example init | ||
uvicorn example.main:app --host 0.0.0.0 --port 8080 | ||
Again, replace ``example`` with the name of your application. | ||
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Create the arq worker for database updates | ||
========================================== | ||
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Your application will have two separate arq_ worker pods, one to do the actual work of your application and one to handle database updates and state tracking. | ||
The code for the second worker is part of the UWS library, but you have to add a small amount of code to enable it and attach it to your application configuration. | ||
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Create a subdirectory named :file:`workers` in the source for your application with an empty :file:`workers/__init__.py` file. | ||
Then, create :file:`workers/uws.py` with the following contents: | ||
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.. code-block:: python | ||
:caption: workers/uws.py | ||
import structlog | ||
from safir.logging import configure_logging | ||
from ..config import config, uws | ||
configure_logging( | ||
name="example", profile=config.profile, log_level=config.log_level | ||
) | ||
WorkerSettings = uws.build_worker(structlog.get_logger("example")) | ||
"""arq configuration for the UWS database worker.""" | ||
Once again, replace ``example`` with the name of your application. | ||
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Next steps | ||
========== | ||
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Now that you have set up the basic structure of your application, you can move on to the substantive parts. | ||
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- Define the API parameters: :doc:`define-inputs` | ||
- Define the parameter models: :doc:`define-models` | ||
- Write the backend worker :doc:`write-backend` |
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