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Fix the frequency for DeepAR PandasDataset #153

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merged 3 commits into from
Nov 13, 2024

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@es94129 es94129 commented Nov 12, 2024

What is the PR fixing?

AutoML couldn't register DeepAR models for some multi-series dataset, because the sample input may only contain 1 unique timestamp, where PandasDataset would fail to instantiate because of infer_freq failure.

This PR explicitly specifies the frequency.

How is it tested?

Manual testing: use the AutoML runtime wheel in the AutoML library, and test a multi-series dataset in E2 dogfood

@es94129 es94129 merged commit 0c71e51 into databricks:branch-0.2.20.4 Nov 13, 2024
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@es94129 es94129 deleted the es94129/fix-deepar-freq branch November 13, 2024 00:34
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2 participants