[DRAFT] Support CustomAttributes / request context in handler function overrides #111
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Initial draft of a non-breaking option to support receiving an extra request context parameter in handler override functions (e.g. transform_fn, input_fn, predict_fn, output_fn) when the signature of the provided function includes the extra parameter. This should allow script mode users to access additional request context (such as the SageMaker CustomAttributes header) without breaking implementations using the existing function APIs.
nskool
requested changes
Oct 31, 2022
| @@ -90,12 +97,46 @@ def test_transform(validate, retrieve_content_type_header, accept_key): | |||
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| validate.assert_called_once() | |||
| retrieve_content_type_header.assert_called_once_with(request_property) | |||
| # Since Mock()'s callable signature has only 2 args ('args', 'kwargs'), the extra 'context' arg | |||
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Nit: this comment can be removed, the test is self-explanatory.
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Hello, I was also looking for this feature. Any progress? |
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Issue #, if available: #110
Description of changes:
Initial draft of a non-breaking option to support passing an extra "request context" parameter to handler override functions (
transform_fn,input_fn,predict_fn,output_fn), ONLY when the signature of the provided function includes the extra parameter.This should allow script mode users to access additional request context (such as the SageMaker CustomAttributes header) without breaking implementations using the existing function APIs.
Outstanding TODOs (hoping for input from reviewers!) include:
contextobject as perTransformer.transform()seems maybe too broad & not very user-friendly? I'm not even sure what API it offersTesting done:
Added some unit tests to show initial non-breaking-ness, but would be nice to get an integration test too maybe?
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