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RFC: (TFX) Support structured data in TFX through struct2tensor and DataView
#364
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casassg
reviewed
Mar 10, 2021
Contributor
|
LGTM |
theadactyl
added
RFC: Accepted
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This RFC will be open for comment until March 19, 2021.
Objective
This RFC proposes several additions to TFX in order to support building ML
pipelines that process structurally richer data that TFX does not have
apriori knowledge about how to parse. Such knowledge is provided by the
user, through
struct2tensor(showcased in this RFC) or other TensorFlowgraphs and made available to all TFX components through Standardized TFX
inputs and
DataViews.