Defining service inputs¶
Your UWS service will take one more more input parameters. The UWS library cannot know what those parameters are, so you will need to define them and pass that configuration into the UWS library configuration. This is done by writing a FastAPI dependency that returns a list of input parameters as key/value pairs.
What parameters look like¶
UWS input parameters for a job are a list of key/value pairs. The value is always a string. Other data types are not directly supported. If your service needs a different data type as a parameter value, you will need to accept it as a string and then parse it into a more complex structure. See Define job parameter models for how to do that.
All FastAPI dependencies provided by your application must return a list of UWSJobParameter
objects.
The parameter_id
attribute is the key and the value
attribute is the value.
The key (the parameter_id
) is case-insensitive in the input.
When creating a UWSJobParameter
object, it should be converted to lowercase (by using .lower()
, for example) so that the rest of the service can assume the lowercase form.
UWS allows the same parameter_id
to occur multiple times with different values.
For example, multiple id
parameters may specify multiple input objects for a bulk operation that processes all of the input objects at the same time.
Ways to create jobs¶
There are three possible ways to create a job in UWS: POST
to create an async job, POST
to create a sync job, and GET
to create a sync job.
An async job creates a job record and starts the operation in the background. The client then needs to wait or poll for the job to complete and can retrieve the results from the job record. Multiple results are supported, and each will have its own identifier.
A sync job creates the job, waits for it to complete, and returns the result. Sync jobs can only be used for operations that complete relatively quickly, because many HTTP clients will not wait for long for a response. Browsers will normally not wait more than a minute at most, and sync jobs are not suitable for any operation that takes longer than five minutes. Sync jobs are not supported by default, but can be easily enabled.
Sync jobs can be created via either POST
or GET
.
You can pick whether your application will support sync POST
, sync GET
, both, or neither.
Supporting GET
makes it easier for people to assemble ad hoc jobs by writing the URL directly in their web browser.
However, due to unfixable web security reasons, GET
jobs can be created by any malicious site on the Internet, and therefore should not be supported if the operation of your service is destructive, expensive, or dangerous if performed by unauthorized people.
For each supported way to create a job, your application must provide a FastAPI dependency that reads input parameters via that method and returns a list of UWSJobParameter
objects.
async POST dependency¶
Supporting async POST
is required.
First, writing a FastAPI dependency that accepts the input parameters for your job as form parameters.
Conventionally, this dependency goes into dependencies.py
.
Here is an example for a SODA service that performs circular cutouts:
from typing import Annotated
from fastapi import Depends, Form
from safir.uws import UWSJobParameter, uws_post_params_dependency
async def post_params_dependency(
*,
id: Annotated[
str | list[str] | None,
Form(
title="Source ID",
description=(
"Identifiers of images from which to make a cutout. This"
" parameter is mandatory."
),
),
] = None,
circle: Annotated[
str | list[str] | None,
Form(
title="Cutout circle positions",
description=(
"Circles to cut out. The value must be the ra and dec of the"
" center of the circle and then the radius, as"
" double-precision floating point numbers expressed as"
" strings and separated by spaces."
),
),
] = None,
params: Annotated[
list[UWSJobParameter], Depends(uws_post_params_dependency)
],
) -> list[UWSJobParameter]:
"""Parse POST parameters into job parameters for a cutout."""
return [p for p in params if p.parameter_id in {"id", "circle"}]
This first declares the input parameters, with full documentation, as FastAPI Form
parameters.
Note that the type is str | list[str]
, which allows the parameter to be specified multiple times.
Unfortunately, supporting UWS’s case-insensitivity is obnoxious in FastAPI.
This is the purpose for the extra params
argument that uses uws_post_params_dependency
.
The explicitly-declared parameters are there only to generate API documentation and are not used directly.
Instead, the params
argument collects all of the input form parameters and converts them into a canonical form for you, regardless of the case used for the key.
The body of the function then only needs to filter those parameters down to the ones that are relevant for your application and return them.
You do not need to do any input validation here. This will be done later as part of converting the input parameters to your parameter model, as defined in Define job parameter models.
async POST configuration¶
Finally, you need to tell the UWS library about this configuration, and also provide some additional metadata for the route.
This is done in the async_post_route
argument to UWSAppSettings.build_uws_config
as mentioned in Add UWS configuration options.
Now you can replace the ...
in that example with a full UWSRoute
object.
Here is an example for the same cutout service:
from safir.uws import UWSRoute
from .dependencies import post_params_dependency
async_post_route = UWSRoute(
dependency=post_params_dependency,
summary="Create async cutout job",
description="Create a new UWS job to perform an image cutout",
)
This would then be passed as the async_post_route
argument.
The summary
and description
attributes are only used to generate the API documentation.
They contain a brief summary and a longer description of the async POST
route and will be copied into the generated OpenAPI specification for the service.
sync POST¶
Supporting sync POST
is very similar: define a FastAPI dependency that accepts POST
parameters and returns a list of UWSJobParameter
objects, and then define a UWSRoute
object including that dependency and pass it as the sync_post_route
argument to UWSAppSettings.build_uws_config
.
By default, sync POST
is not supported.
Normally, the input parameters for sync POST
will be the same as the input parameters for async POST
, so you can reuse the same FastAPI dependency.
Here is an example for the same cutout service:
from safir.uws import UWSRoute
from .dependencies import post_params_dependency
sync_post_route = UWSRoute(
dependency=post_params_dependency,
summary="Synchronous cutout",
description=(
"Synchronously request a cutout. This will wait for the"
" cutout to be completed and return the resulting image"
" as a FITS file. The image will be returned via a"
" redirect to a URL at the underlying object store."
),
)
This would then be passed as the sync_post_route
argument.
sync GET¶
Supporting sync GET
follows the same pattern, but here you will need to define a separate dependency that takes query parameters rather than form parameters.
Here is an example dependency for a cutout service:
from typing import Annotated
from fastapi import Depends, Query, Request
async def get_params_dependency(
*,
id: Annotated[
list[str],
Query(
title="Source ID",
description=(
"Identifiers of images from which to make a cutout. This"
" parameter is mandatory."
),
),
],
circle: Annotated[
list[str],
Query(
title="Cutout circle positions",
description=(
"Circles to cut out. The value must be the ra and dec of"
" the center of the circle and then the radius, as"
" double-precision floating point numbers expressed as"
" strings and separated by spaces."
),
),
],
request: Request,
) -> list[UWSJobParameter]:
"""Parse GET parameters into job parameters for a cutout."""
return [
UWSJobParameter(parameter_id=k, value=v)
for k, v in request.query_params.items()
if k in {"id", "circle"}
]
This code is somewhat simpler and doesn’t need uws_post_params_dependency
.
The UWS library installs FastAPI middleware that canonicalizes the case of all query parameter keys, so your application can assume they are lowercase.
As in the other cases, you will then need to pass a UWSRoute
object as the sync_get_route
argument to UWSAppSettings.build_uws_config
.
Here is an example:
from safir.uws import UWSRoute
from .dependencies import get_params_dependency
sync_post_route = UWSRoute(
dependency=get_params_dependency,
summary="Synchronous cutout",
description=(
"Synchronously request a cutout. This will wait for the"
" cutout to be completed and return the resulting image"
" as a FITS file. The image will be returned via a"
" redirect to a URL at the underlying object store."
),
)
This would then be passed as the sync_post_route
argument.
Next steps¶
Define the parameter models: Define job parameter models
Write the backend worker Write the backend worker