Microbatch implementation#558

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ian-r-rose wants to merge 37 commits intomainfrom

Commits on Apr 24, 2025

Commits on Apr 28, 2025

Use dev lookback for microbatch `begin`.
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Commits on May 5, 2025

Add new model aggregating averages, stddevs, and percentiles at regular
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Refactor outlier-removal to use an asof join on regular checkpoints for
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Commits on May 6, 2025

Refactor missing rows filling. This does a few things:
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Consolidate outlier removal and filling missing rows into a single model
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Whoops we can use microbatch logic for this, no need to reinvent the
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Commits on May 7, 2025

Commits on May 8, 2025

Commits on May 9, 2025

Commits on May 12, 2025

Bump lookback to match what's in `main`
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Commits on May 13, 2025

Clean up and comments.
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Commits on May 15, 2025

Commits on Jun 6, 2025

Revamp the incremental docs
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Commits on Jun 11, 2025

Merge branch 'main' into microbatch
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Commits on Jun 13, 2025

Merge branch 'main' into microbatch
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Commits on Jun 16, 2025

Using config.begin for creating spines causes problems if we want to go
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Commits on Jun 17, 2025

Only compute timestamp spine for the current batch
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Commits on Jul 30, 2025

Merge branch 'main' into microbatch
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Commits on Jul 31, 2025

Commits on Aug 1, 2025

Reorganize by moving outlier removal and speed smoothing into the
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Commits on Aug 4, 2025

Clean up
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Commits on Aug 5, 2025