Using AWS CDK v2, I want to deploy two lambda functions . As both depend on pandas , I want to deploy a layer first, which has pandas and its dependencies in requirements.txt
located at entry
.
One of the lambda functions also depends on pyarrow , which I put into the requirements.txt
located at entry
of that lambda function. As both pyarrow and pandas depend numpy , I currently end up with numpy and its dependencies being installed both in the layer and that lambda function, which obviously isn't what I want.
In the end, I'm looking for a way to pass --no-deps
to the pip
installation of requirements.txt
of the lambda function that depends on pyarrow . Any ideas how to achieve this?
I don't think this is possible to specify no-deps
when using a requirements.txt. CDK also can use pipenv
's Pipfile
and Poetry 's poetry.lock
. That being said, in my research none of those tools seem to support installing with --no-deps
either unless you manually mess with the lock files (not advised or maintainable really).
Looking deeper at the specific problem, I don't see pyarrow
listing pandas
as a dependency but I do see it installing numpy
which is a dependency of pandas
I think your best option presently is to just deal with having numpy
in both places or put both pyarrow
and pandas
in the layer.
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