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[python] Introduce theta_sketch aggregator function#8760

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PyRSA wants to merge 5 commits into
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PyRSA:feature/pypaimon-theta-sketch-agg-impl
Draft

[python] Introduce theta_sketch aggregator function#8760
PyRSA wants to merge 5 commits into
apache:masterfrom
PyRSA:feature/pypaimon-theta-sketch-agg-impl

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@PyRSA

@PyRSA PyRSA commented Jul 21, 2026

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Purpose

This PR introduces the theta_sketch field aggregator for PyPaimon, aligned with the Java implementation.

Tests

  • python -m pytest pypaimon/tests/test_field_aggregators.py::FieldThetaSketchAggTest -q
  • python -m pytest pypaimon/tests/test_aggregation_e2e.py -q
  • python -m pytest pypaimon/tests/test_aggregation_merge_function.py -q
  • git diff --check

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