aws-step-functions-data-science-sdk-python
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Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS
I have created two workflows with the SDK. Later I wanted to update the workflows using the SDK and adding tags. I provided a list of tags in the constructor,...
ResultPath is supported in the SDK, but the newer ResultSelector is not which is preferrable for Lambda functions which emit a bunch of metadata in addition to the JSON output...
### Description This change adds the ability to use `waitForTaskToken` for ECS tasks. ### Why is the change necessary? To add support for documentet features. Ref [the ECS step docs...
Not sure if this qualifies as a bug or a feature request... When creating a transform job one can pass a ModelClientConfig containing the invocation timeout and number of retries....
render_graph() is improperly documented and is not portable ### Use Case Better support for render_graph() allows not just exploration through notebooks, it enables real production software projects. It provides feedback...
I'd like to see sagemaker marked as an optional dependency, as it is not always required. ### Use Case Not all users of this package are using the sagemaker dependency,...
### What did you do? pip install stepfunctions fails in SageMaker Studio Notebook Notebook is using the Python3 (Data Science) kernel. ### Reproduction Steps pip install stepfunctions ### What did...
Currently, the `Retry` mechanism does not work with `TrainingStep `and `ProcessingStep` as the full job name must be specified to the step constructor so that if the step fails when...
I'm trying to iterate over a set of partitions using Glue's GetPartitions call. The first response may or may not have a token to continue pagination. My workflow looks like...
There are gaps in the SDK and as more services and features are adding, updates to states language is going to continue to happen before this repo. There should be...