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Added Imbalanced Tree Benchmarks for Transforms #18032

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@lamarrr lamarrr commented Feb 18, 2025

Description

This merge request follows up on #18023 and adds a benchmark for comparing imbalanced trees for transforms against AST and binaryops.

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@lamarrr lamarrr added feature request New feature or request non-breaking Non-breaking change labels Feb 18, 2025
@lamarrr lamarrr requested review from a team as code owners February 18, 2025 21:14
@github-actions github-actions bot added libcudf Affects libcudf (C++/CUDA) code. CMake CMake build issue labels Feb 18, 2025
@lamarrr lamarrr marked this pull request as draft February 18, 2025 21:24
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lamarrr commented Feb 18, 2025

A6000:

newplot (22)
newplot (21)
newplot (20)
newplot (19)

A100:

newplot (30)
newplot (29)
newplot (28)
newplot (27)

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lamarrr commented Feb 18, 2025

/ok to test

@lamarrr lamarrr marked this pull request as ready for review February 18, 2025 23:44
// Construct expression that chains additions like (((a + b) + c) + d)
std::string const op = "+";
std::string expression;
if (reuse_columns) {
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This can be if constexpr.

// child column reference
};

template <typename key_type, TreeType tree_type, bool reuse_columns, bool Nullable>
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Except key_type, can we use runtime parameters (benchmark axis) instead of template parameters?

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