Open pkarakal opened 1 month ago
Hey @pkarakal, thanks for raising the issue. I will bring up with team for this feature request
Going to + :infinity: this. Between this project and the SAM CLI, I think people have been asking for this capability for over five years now. (see this open ticket on aws-sam-cli) I know it was a huge frustration on a project I worked on a year ago because we abandoned moving to poetry specifically because aws-lambda-builders, and by extension SAM, didn't have native support for pyproject.toml and it wasn't worth the hassle of trying to implement workarounds.
The sooner you can get a pyproject.toml workflow in place, the better!
PEP 735 has just been accepted, which defines a new standard for defining dependency groups in pyproject.toml
. This lets you define groups, and reference other groups. I'm imagining (once the dust settles, and tooling like poetry, uv, pip[?] catch on) we could do something like this:
[dependency-groups]
main = ["aws-lambda-powertools"]
database = ["psycopg3"]
MyLambdaFunction1 = [{include-group = "main"}, {include-group = "database"}]
MyLambdaFunction2 = [{include-group = "main"}]
test = ["pytest", "coverage"]
dev = [{include-group = "main"}, {include-group = "database"}, {include-group = "test"}]
I'm not sure the limitations of aws-lambda-builders, but it would be neat to have a single pyproject.toml at the root of the project that is picked up which will use a dependency group matching the logical ID
Describe your idea/feature/enhancement
As the Python ecosystem moves towards
pyproject.toml
as the standard for defining build system requirements and managing dependencies, it would be highly beneficial if there was a lambda builder to recognize and handle this file natively. Usingsetup.py
is gradually being phased out in favor ofpyproject.toml
which modern package managers (like Poetry) support to align with PEP 517 and PEP 518 standards.Currently, we either have to manually export our dependencies to a requirements.txt file, or have
makefile
as the build method in thetemplate.yaml
where the makefile is exporting the deps to arequirement.txt
before preparing the function:This can be tedious when having to deal with multiple functions.
Proposal
Implement a builder, similar to
python_pip
that parsespyproject.toml
, recognizes thebuild-backend
defined inpyproject.toml
(such aspoetry
orflit
) and handles dependencies installation accordingly. This way when invokingsam build
the existence ofpyproject.toml
is also taken into consideration (and not onlyrequirements.txt
andsetup.py
). Based on this, it should be able to select the appropriate builder to use.