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google cloud dataflow - Apache Beam: DoFn.Setup equivalent in Python SDK

What is the recommended way to do expensive one-off initialization in a Beam Python DoFn? The Java SDK has DoFn.Setup, but there doesn't appear to be an equivalent in Beam Python.

Is the best way currently to attach objects to threading.local() in the DoFn initializer?

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