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9 days ago 73208b2 feat/fpcs

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:muscle: add FPCS downsampling algorithm

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feat/fpcs

9 days ago

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Benchmarks

test_minmax_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-100-100,000]

763.6 µs

test_minmax_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-100-100,000]

885.6 µs

test_minmax_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-1,000-100,000]

423.9 µs

test_minmax_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-5,000-100,000]

818.2 µs

test_minmax_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-1,000-1,000,000]

2.4 ms

test_minmax_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-1,000-1,000,000]

2.6 ms

test_minmax_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-5,000-100,000]

627.2 µs

test_minmax_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-5,000-1,000,000]

2.6 ms

test_minmax_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-5,000-1,000,000]

2.8 ms

test_minmax_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-100-100,000]

813.4 µs

test_minmax_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-1,000-100,000]

853.8 µs

test_minmax_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-100-1,000,000]

4.8 ms

test_minmax_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-100-1,000,000]

4.7 ms

test_minmax_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-1,000-100,000]

665.5 µs

test_minmax_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-1,000-1,000,000]

4.7 ms

test_minmax_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-100-1,000,000]

2.4 ms

test_minmax_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-1,000-100,000]

720.5 µs

test_minmax_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-100-100,000]

593.2 µs

test_minmax_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-1,000-1,000,000]

4.8 ms

test_minmax_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-1,000-1,000,000]

2.8 ms

test_nanminmax_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-100-100,000]

754.4 µs

test_nanminmax_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-1,000-1,000,000]

4.8 ms

test_minmax_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-5,000-1,000,000]

5 ms

test_nanminmax_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-100-1,000,000]

4.7 ms

test_minmax_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-5,000-100,000]

847.1 µs

test_minmax_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-5,000-100,000]

1.1 ms

test_nanminmax_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-1,000-100,000]

788.8 µs

test_minmax_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-5,000-100,000]

1 ms

test_nanminmax_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-5,000-1,000,000]

2.7 ms

test_minmax_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-100-1,000,000]

2.6 ms

test_minmax_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-5,000-1,000,000]

3.5 ms

test_minmax_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-100-1,000,000]

2.5 ms

test_minmax_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-100-100,000]

840 µs

test_nanminmax_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-5,000-1,000,000]

4.9 ms

test_nanminmax_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int64-5,000-100,000]

940.5 µs

test_minmax_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-5,000-1,000,000]

4.9 ms

test_nanminmax_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-100-100,000]

427.9 µs

test_minmax_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-100-100,000]

984.9 µs

test_nanminmax_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-100-1,000,000]

2.4 ms

test_minmax_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-1,000-1,000,000]

2.5 ms

test_minmax_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-1,000-100,000]

952.9 µs

test_nanminmax_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-5,000-100,000]

707.4 µs

test_nanminmax_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-5,000-1,000,000]

2.7 ms

test_minmax_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-1,000-100,000]

553.3 µs

test_minmax_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-5,000-100,000]

750.4 µs

test_nanminmax_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-1,000-100,000]

493.5 µs

test_nanminmax_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float32-1,000-1,000,000]

2.5 ms

test_nanminmax_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-100-100,000]

656.2 µs

test_minmax_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-100-1,000,000]

4.9 ms

test_minmax_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-5,000-1,000,000]

2.7 ms

test_nanminmax_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-100-1,000,000]

4.7 ms

test_nanminmax_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-1,000-1,000,000]

4.8 ms

test_minmax_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-5,000-100,000]

1.3 ms

test_minmax_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-1,000-1,000,000]

5.1 ms

test_nanminmax_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-1,000-100,000]

791.8 µs

test_minmax_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-100-100,000]

718.8 µs

test_minmax_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-100-100,000]

881 µs

test_minmax_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-100-1,000,000]

4.7 ms

test_nanminmax_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-100-100,000]

574.8 µs

test_nanminmax_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-100-1,000,000]

2.6 ms

test_minmax_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-5,000-1,000,000]

5.7 ms

test_nanminmax_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-5,000-1,000,000]

5 ms

test_nanminmax_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-1,000-1,000,000]

2.6 ms

test_nanminmax_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-float64-5,000-100,000]

996.1 µs

test_nanminmax_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-1,000-100,000]

626.1 µs

test_nanminmax_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-100-1,000,000]

4.8 ms

test_minmax_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-100-1,000,000]

2.7 ms

test_minmax_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-1,000-100,000]

842.4 µs

test_nanminmax_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-5,000-100,000]

829.3 µs

test_minmax_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-5,000-100,000]

945.2 µs

test_nanminmax_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-100-100,000]

806.4 µs

test_minmax_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-1,000-1,000,000]

4.8 ms

test_minmax_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-1,000-100,000]

789.5 µs

test_nanminmax_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int32-5,000-1,000,000]

2.9 ms

test_minmax_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-1,000-1,000,000]

2.9 ms

test_nanminmax_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-100-1,000,000]

2.7 ms

test_nanminmax_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-1,000-1,000,000]

4.8 ms

test_nanminmax_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-5,000-100,000]

1 ms

test_minmax_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-5,000-1,000,000]

4.9 ms

test_minmax_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-5,000-100,000]

1.2 ms

test_minmax_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-5,000-1,000,000]

3.5 ms

test_nanminmax_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-100-100,000]

601.4 µs

test_nanminmax_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-5,000-1,000,000]

5 ms

test_minmax_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-100-100,000]

482.5 µs

test_nanminmax_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[True-int64-1,000-100,000]

824.9 µs

test_nanminmax_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-5,000-100,000]

1.1 ms

test_nanminmax_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-1,000-100,000]

726.5 µs

test_minmax_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-100-100,000]

962.2 µs

test_minmax_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-100-1,000,000]

2.4 ms

test_minmax_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-1,000-100,000]

478.7 µs

test_minmax_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-1,000-100,000]

1.1 ms

test_nanminmax_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-5,000-1,000,000]

6 ms

test_nanminmax_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-5,000-1,000,000]

3.5 ms

test_nanminmax_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-100-100,000]

722.5 µs

test_minmax_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-5,000-100,000]

679.9 µs

test_minmax_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-5,000-100,000]

1.4 ms

test_minmax_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-1,000-1,000,000]

2.5 ms

test_nanminmax_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float32-1,000-1,000,000]

2.9 ms

test_nanminmax_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-100-1,000,000]

5.2 ms

test_nanminmax_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-100-1,000,000]

2.7 ms

test_minmax_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-100-1,000,000]

4.9 ms

test_minmax_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-5,000-1,000,000]

2.7 ms

test_minmax_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-1,000-1,000,000]

4.9 ms

test_minmax_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-1,000-1,000,000]

5.1 ms

test_minmax_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-100-100,000]

661.1 µs

test_minmax_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-5,000-1,000,000]

5.7 ms

test_nanminmax_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-5,000-100,000]

1.3 ms

test_minmax_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-100-1,000,000]

4.7 ms

test_minmax_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-1,000-100,000]

714.4 µs

test_nanminmax_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-1,000-1,000,000]

5.3 ms

test_minmax_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-1,000-100,000]

1.4 ms

test_minmax_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-100-100,000]

703.8 µs

test_minmax_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-100-1,000,000]

2.7 ms

test_nanminmax_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-100-1,000,000]

4.9 ms

test_nanminmax_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-1,000-100,000]

981.6 µs

test_nanminmax_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-float64-100-100,000]

864.8 µs

test_minmax_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-1,000-1,000,000]

3.6 ms

test_nanminmax_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-1,000-1,000,000]

5.1 ms

test_nanminmax_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-5,000-100,000]

1.4 ms

test_nanminmax_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-100-100,000]

716.1 µs

test_nanminmax_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-1,000-100,000]

840.5 µs

test_nanminmax_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-5,000-1,000,000]

5.7 ms

test_nanminmax_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-1,000-100,000]

1.1 ms

test_nanminmax_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-5,000-100,000]

1.2 ms

test_minmax_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-100-100,000]

621 µs

test_minmax_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-5,000-100,000]

4.4 ms

test_nanminmax_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int64-100-100,000]

966.1 µs

test_minmax_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-5,000-1,000,000]

7.5 ms

test_minmax_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-100-100,000]

956.2 µs

test_minmax_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-100-1,000,000]

5 ms

test_nanminmax_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-1,000-1,000,000]

2.9 ms

test_nanminmax_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[False-int32-5,000-1,000,000]

3.5 ms

test_minmax_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-5,000-100,000]

939 µs

test_nanminmax_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-1,000-100,000]

2.2 ms

test_nanminmax_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-100-100,000]

961 µs

test_nanminmax_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-100-1,000,000]

2.8 ms

test_minmax_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-100-100,000]

839.4 µs

test_nanminmax_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-1,000-100,000]

2 ms

test_nanminmax_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-5,000-1,000,000]

7.3 ms

test_minmax_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-5,000-100,000]

4.6 ms

test_minmax_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-5,000-1,000,000]

5 ms

test_nanminmax_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-1,000-1,000,000]

3.6 ms

test_nanminmax_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-1,000-1,000,000]

5.9 ms

test_minmax_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-1,000-100,000]

1.6 ms

test_nanminmax_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-100-1,000,000]

5 ms

test_minmax_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-1,000-1,000,000]

5.9 ms

test_nanminmax_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float32-5,000-100,000]

4.4 ms

test_nanminmax_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-5,000-1,000,000]

9.3 ms

test_minmax_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-100-1,000,000]

2.6 ms

test_nanminmax_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-5,000-1,000,000]

9.6 ms

test_minmax_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-1,000-100,000]

686 µs

test_nanminmax_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-5,000-1,000,000]

7.4 ms

test_nanminmax_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-100-100,000]

1.2 ms

test_nanminmax_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-float64-5,000-100,000]

4.6 ms

test_minmax_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-100-1,000,000]

2.8 ms

test_nanminmax_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-1,000-100,000]

1.8 ms

test_nanminmax_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-100-1,000,000]

5.1 ms

test_minmax_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-5,000-1,000,000]

7.2 ms

test_nanminmax_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-1,000-1,000,000]

6.3 ms

test_minmax_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-1,000-100,000]

2.6 ms

test_nanminmax_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-100-1,000,000]

2.8 ms

test_nanminmax_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-1,000-100,000]

2.3 ms

test_minmax_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-5,000-1,000,000]

9.3 ms

test_nanminmax_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-1,000-1,000,000]

3.6 ms

test_nanminmax_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-100-100,000]

841 µs

test_m4_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-5,000-100,000]

525.6 µs

test_m4_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-1,000-100,000]

402.8 µs

test_m4_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-1,000-1,000,000]

2.4 ms

test_minmax_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-1,000-1,000,000]

3.6 ms

test_m4_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-1,000-100,000]

645.5 µs

test_nanminmax_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int64-5,000-100,000]

4.7 ms

test_m4_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-100-1,000,000]

2.4 ms

test_m4_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-100-1,000,000]

4.7 ms

test_minmax_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-100-100,000]

1 ms

test_m4_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-100-100,000]

377.9 µs

test_nanminmax_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_with_x[True-int32-5,000-100,000]

4.6 ms

test_minmax_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-1,000-100,000]

1.8 ms

test_m4_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-5,000-1,000,000]

2.5 ms

test_minmax_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-1,000-1,000,000]

6.4 ms

test_minmax_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-5,000-100,000]

4.5 ms

test_m4_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-5,000-1,000,000]

4.8 ms

test_m4_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-100-100,000]

621.7 µs

test_m4_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-5,000-1,000,000]

2.6 ms

test_m4_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-5,000-100,000]

646.4 µs

test_m4_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-5,000-100,000]

759.4 µs

test_m4_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-1,000-100,000]

529.6 µs

test_m4_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-1,000-1,000,000]

4.7 ms

test_m4_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-100-100,000]

443.7 µs

test_m4_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-1,000-1,000,000]

2.5 ms

test_m4_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-100-1,000,000]

2.5 ms

test_m4_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-1,000-100,000]

768.7 µs

test_m4_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-100-100,000]

505 µs

test_minmax_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-5,000-1,000,000]

9.6 ms

test_m4_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-100-100,000]

739.2 µs

test_m4_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-100-100,000]

748.1 µs

test_m4_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-100-1,000,000]

2.5 ms

test_nanminmax_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-100-100,000]

394.3 µs

test_m4_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-5,000-100,000]

865.7 µs

test_m4_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-1,000-100,000]

417.8 µs

test_m4_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-1,000-1,000,000]

2.5 ms

test_m4_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-100-1,000,000]

4.7 ms

test_minmax_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-5,000-100,000]

4.7 ms

test_m4_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-1,000-100,000]

685.2 µs

test_m4_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-5,000-100,000]

899.8 µs

test_m4_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-1,000-1,000,000]

4.7 ms

test_m4_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-100-1,000,000]

4.7 ms

test_m4_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-5,000-1,000,000]

4.8 ms

test_m4_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-5,000-1,000,000]

4.8 ms

test_minmax_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-100-1,000,000]

5 ms

test_m4_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-100-100,000]

531.6 µs

test_m4_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-1,000-1,000,000]

4.7 ms

test_m4_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-5,000-100,000]

625.3 µs

test_m4_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-5,000-1,000,000]

2.6 ms

test_nanminmax_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-100-1,000,000]

2.5 ms

test_nanminmax_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-1,000-100,000]

436.6 µs

test_nanminmax_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-5,000-100,000]

624.8 µs

test_nanminmax_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-100-100,000]

656.1 µs

test_nanminmax_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-1,000-1,000,000]

2.5 ms

test_m4_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-1,000-100,000]

572.4 µs

test_nanminmax_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float32-5,000-1,000,000]

2.7 ms

test_m4_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-100-1,000,000]

4.8 ms

test_m4_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-100-100,000]

844.8 µs

test_m4_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-5,000-1,000,000]

2.7 ms

test_m4_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-5,000-100,000]

706.8 µs

test_m4_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-1,000-1,000,000]

2.6 ms

test_m4_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-100-1,000,000]

2.5 ms

test_nanminmax_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-1,000-100,000]

691 µs

test_nanminmax_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-100-1,000,000]

4.9 ms

test_m4_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-100-1,000,000]

2.6 ms

test_m4_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-1,000-100,000]

651.9 µs

test_m4_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-1,000-1,000,000]

2.7 ms

test_m4_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-1,000-1,000,000]

4.8 ms

test_m4_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-1,000-100,000]

822.7 µs

test_m4_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-5,000-1,000,000]

4.9 ms

test_m4_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-5,000-100,000]

1.1 ms

test_nanminmax_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-1,000-1,000,000]

5 ms

test_nanminmax_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-100-100,000]

514.7 µs

test_m4_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-1,000-100,000]

892.7 µs

test_m4_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-5,000-1,000,000]

3.1 ms

test_nanminmax_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-5,000-100,000]

847 µs

test_m4_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-100-100,000]

573.8 µs

test_m4_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-100-1,000,000]

4.9 ms

test_m4_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-5,000-100,000]

898.3 µs

test_m4_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-5,000-1,000,000]

5.3 ms

test_m4_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-1,000-1,000,000]

5 ms

test_m4_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-100-100,000]

826.3 µs

test_nanminmax_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-float64-5,000-1,000,000]

5.1 ms

test_m4_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-1,000-100,000]

775.7 µs

test_m4_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-5,000-100,000]

895.9 µs

test_m4_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-100-100,000]

945.2 µs

test_m4_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-100-1,000,000]

2.7 ms

test_m4_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-1,000-1,000,000]

2.8 ms

test_m4_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-1,000-100,000]

1 ms

test_m4_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-5,000-100,000]

1 ms

test_m4_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-100-100,000]

709.7 µs

test_m4_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-5,000-1,000,000]

3.2 ms

test_m4_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-1,000-1,000,000]

5 ms

test_m4_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-100-1,000,000]

4.9 ms

test_m4_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-100-100,000]

800.9 µs

test_nanminmax_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-1,000-1,000,000]

2.5 ms

test_m4_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-5,000-100,000]

1.2 ms

test_m4_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-5,000-1,000,000]

5.4 ms

test_m4_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-1,000-100,000]

1.5 ms

test_nanminmax_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-100-1,000,000]

2.5 ms

test_m4_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-1,000-1,000,000]

5.7 ms

test_m4_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-100-100,000]

686.3 µs

test_m4_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-100-1,000,000]

2.7 ms

test_m4_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-1,000-1,000,000]

3.8 ms

test_m4_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-5,000-1,000,000]

8.4 ms

test_m4_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-1,000-1,000,000]

3.9 ms

test_nanminmax_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-1,000-100,000]

557.5 µs

test_nanminmax_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmax_no_x[False-int32-5,000-100,000]

750.3 µs

test_m4_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-5,000-100,000]

3.9 ms

test_m4_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-5,000-100,000]

3.9 ms

test_nanm4_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-1,000-100,000]

926.5 µs

test_m4_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-5,000-1,000,000]

6.4 ms

test_m4_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-5,000-100,000]

4.4 ms

test_m4_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-5,000-1,000,000]

6.1 ms

test_nanm4_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-1,000-100,000]

782.4 µs

test_nanm4_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-1,000-1,000,000]

5.2 ms

test_m4_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-100-1,000,000]

2.8 ms

test_m4_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-100-1,000,000]

5 ms

test_nanm4_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-100-1,000,000]

2.7 ms

test_m4_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-1,000-100,000]

1.5 ms

test_nanm4_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-5,000-100,000]

1.1 ms

test_m4_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-100-100,000]

922.7 µs

test_nanm4_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-100-100,000]

711.2 µs

test_nanm4_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-1,000-1,000,000]

2.8 ms

test_m4_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-100-100,000]

1.1 ms

test_nanm4_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-5,000-1,000,000]

5.6 ms

test_m4_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-1,000-100,000]

1.5 ms

test_nanm4_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-1,000-1,000,000]

5 ms

test_m4_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-1,000-1,000,000]

6 ms

test_nanm4_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-5,000-100,000]

1 ms

test_m4_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-5,000-100,000]

4.1 ms

test_nanm4_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int32-5,000-1,000,000]

3.2 ms

test_m4_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-1,000-100,000]

1.7 ms

test_nanm4_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-100-100,000]

929.1 µs

test_m4_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-100-1,000,000]

5 ms

test_nanm4_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-1,000-1,000,000]

3.4 ms

test_nanm4_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-1,000-100,000]

2 ms

test_nanm4_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-5,000-100,000]

3.8 ms

test_nanm4_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-5,000-100,000]

1.2 ms

test_nanm4_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-1,000-100,000]

1 ms

test_nanm4_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-100-100,000]

957.1 µs

test_m4_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-5,000-1,000,000]

8.4 ms

test_nanm4_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-100-1,000,000]

2.8 ms

test_nanm4_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-5,000-1,000,000]

5.4 ms

test_nanm4_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-100-100,000]

691.8 µs

test_nanm4_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-1,000-100,000]

1.3 ms

test_nanm4_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-100-1,000,000]

5 ms

test_nanm4_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-100-1,000,000]

2.5 ms

test_nanm4_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-5,000-100,000]

4.2 ms

test_nanm4_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-5,000-1,000,000]

8.5 ms

test_nanm4_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-1,000-1,000,000]

2.5 ms

test_nanm4_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-1,000-100,000]

415.5 µs

test_nanm4_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-100-100,000]

394.4 µs

test_nanm4_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-100-1,000,000]

2.8 ms

test_nanm4_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-1,000-100,000]

1.4 ms

test_nanm4_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float64-1,000-1,000,000]

5.6 ms

test_nanm4_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-float32-5,000-1,000,000]

6.1 ms

test_nanm4_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-100-100,000]

1 ms

test_nanm4_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-100-100,000]

820.8 µs

test_nanm4_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-5,000-100,000]

533.9 µs

test_nanm4_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-100-100,000]

653.8 µs

test_nanm4_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-5,000-1,000,000]

6.5 ms

test_nanm4_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-int64-100-1,000,000]

4.9 ms

test_nanm4_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-100-1,000,000]

5 ms

test_nanm4_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-1,000-1,000,000]

3.5 ms

test_nanm4_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int32-5,000-100,000]

4 ms

test_lttb_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-5,000-100,000]

1.2 ms

test_nanm4_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-1,000-100,000]

1.7 ms

test_nanm4_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-1,000-1,000,000]

5.8 ms

test_nanm4_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float32-5,000-1,000,000]

2.6 ms

test_lttb_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-100-100,000]

999.9 µs

test_lttb_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-100-100,000]

1.1 ms

test_lttb_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-1,000-1,000,000]

8.7 ms

test_lttb_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-5,000-1,000,000]

8.8 ms

test_nanm4_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-5,000-100,000]

4.8 ms

test_lttb_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-1,000-100,000]

1 ms

test_nanm4_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[True-int64-5,000-1,000,000]

8.4 ms

test_lttb_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-1,000-100,000]

1.1 ms

test_lttb_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-5,000-100,000]

1.3 ms

test_lttb_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-5,000-1,000,000]

9.7 ms

test_lttb_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-100-1,000,000]

9.6 ms

test_lttb_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-1,000-1,000,000]

9.5 ms

test_lttb_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-100-1,000,000]

8.7 ms

test_nanm4_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-100-1,000,000]

4.9 ms

test_lttb_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-100-100,000]

1.1 ms

test_nanm4_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-1,000-100,000]

677 µs

test_lttb_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-1,000-1,000,000]

8.7 ms

test_lttb_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-5,000-100,000]

1.3 ms

test_lttb_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-1,000-100,000]

1.2 ms

test_lttb_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-1,000-100,000]

1.4 ms

test_nanm4_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-1,000-1,000,000]

5 ms

test_nanm4_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-5,000-100,000]

776.2 µs

test_nanm4_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-100-1,000,000]

2.5 ms

test_lttb_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-100-100,000]

1.3 ms

test_lttb_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-100-1,000,000]

8.8 ms

test_lttb_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-100-1,000,000]

10.7 ms

test_nanm4_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-float64-5,000-1,000,000]

5.1 ms

test_lttb_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-1,000-1,000,000]

10.6 ms

test_lttb_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-100-100,000]

1 ms

test_lttb_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-5,000-100,000]

1.5 ms

test_nanm4_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-100-1,000,000]

4.7 ms

test_nanm4_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-100-100,000]

511.4 µs

test_lttb_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-5,000-1,000,000]

10.8 ms

test_lttb_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-100-1,000,000]

8.7 ms

test_lttb_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-1,000-1,000,000]

8.7 ms

test_nanm4_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-1,000-100,000]

537.5 µs

test_nanm4_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-5,000-100,000]

654.1 µs

test_nanm4_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-5,000-1,000,000]

2.6 ms

test_lttb_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-5,000-100,000]

1.2 ms

test_lttb_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-100-100,000]

1.1 ms

test_lttb_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-5,000-1,000,000]

8.9 ms

test_lttb_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-5,000-1,000,000]

14.7 ms

test_lttb_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-100-1,000,000]

9.7 ms

test_nanm4_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int32-1,000-1,000,000]

2.5 ms

test_lttb_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-1,000-100,000]

1.1 ms

test_lttb_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-5,000-1,000,000]

8.9 ms

test_nanm4_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-100-100,000]

752.3 µs

test_nanm4_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-5,000-100,000]

869.3 µs

test_lttb_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-1,000-100,000]

1.2 ms

test_minmaxlttb_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-100-100,000]

421.5 µs

test_lttb_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-1,000-1,000,000]

9.6 ms

test_nanm4_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-1,000-1,000,000]

4.7 ms

test_nanm4_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-1,000-100,000]

773.8 µs

test_minmaxlttb_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-1,000-1,000,000]

2.8 ms

test_lttb_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-100-1,000,000]

8.8 ms

test_lttb_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-5,000-100,000]

1.4 ms

test_minmaxlttb_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-1,000-100,000]

743.2 µs

test_nanm4_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-100-100,000]

409.2 µs

test_lttb_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-5,000-1,000,000]

8.9 ms

test_lttb_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-5,000-1,000,000]

9.7 ms

test_nanm4_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-1,000-100,000]

465.6 µs

test_lttb_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-1,000-100,000]

1.2 ms

test_minmaxlttb_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-5,000-100,000]

2.2 ms

test_nanm4_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-100-1,000,000]

2.4 ms

test_lttb_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-1,000-1,000,000]

8.8 ms

test_nanm4_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-1,000-1,000,000]

2.5 ms

test_minmaxlttb_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-100-1,000,000]

2.4 ms

test_lttb_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-100-100,000]

1.4 ms

test_lttb_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-1,000-1,000,000]

10.6 ms

test_lttb_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-5,000-100,000]

1.4 ms

test_minmaxlttb_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-5,000-1,000,000]

4.3 ms

test_lttb_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-100-100,000]

1.2 ms

test_lttb_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-1,000-100,000]

1.4 ms

test_nanm4_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-5,000-1,000,000]

2.6 ms

test_lttb_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-100-1,000,000]

12.6 ms

test_nanm4_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-1,000-1,000,000]

4.7 ms

test_lttb_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-1,000-100,000]

1.6 ms

test_nanm4_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-1,000-100,000]

694.4 µs

test_nanm4_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-5,000-1,000,000]

4.9 ms

test_nanm4_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-100-100,000]

677.4 µs

test_minmaxlttb_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-100-100,000]

657.1 µs

test_lttb_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-100-100,000]

1.6 ms

test_lttb_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-5,000-100,000]

1.6 ms

test_lttb_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-100-1,000,000]

13.5 ms

test_lttb_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-100-1,000,000]

10.7 ms

test_lttb_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-1,000-1,000,000]

12.5 ms

test_nanm4_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float32-5,000-100,000]

616.3 µs

test_lttb_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-5,000-100,000]

1.8 ms

test_nanm4_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-5,000-1,000,000]

4.8 ms

test_lttb_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-5,000-1,000,000]

10.8 ms

test_lttb_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-1,000-100,000]

1.7 ms

test_nanm4_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-100-1,000,000]

4.7 ms

test_nanm4_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-100-100,000]

527.9 µs

test_nanm4_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-float64-5,000-100,000]

777.9 µs

test_minmaxlttb_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-100-1,000,000]

4.7 ms

test_lttb_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-100-1,000,000]

12.6 ms

test_nanm4_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-100-1,000,000]

2.5 ms

test_lttb_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-5,000-1,000,000]

12.7 ms

test_lttb_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-5,000-100,000]

1.9 ms

test_nanm4_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-5,000-100,000]

710.5 µs

test_nanm4_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-100-100,000]

803.4 µs

test_nanm4_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-1,000-1,000,000]

2.6 ms

test_nanm4_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-1,000-100,000]

559.8 µs

test_nanm4_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-5,000-100,000]

935.6 µs

test_nanm4_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int32-5,000-1,000,000]

2.7 ms

test_lttb_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-5,000-100,000]

1.9 ms

test_lttb_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-1,000-1,000,000]

13.5 ms

test_minmaxlttb_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-1,000-100,000]

975.1 µs

test_lttb_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-1,000-100,000]

1.7 ms

test_lttb_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-1,000-1,000,000]

12.6 ms

test_nanm4_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-100-1,000,000]

4.8 ms

test_lttb_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-5,000-1,000,000]

13.5 ms

test_nanm4_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-1,000-100,000]

806.7 µs

test_nanm4_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-1,000-1,000,000]

4.8 ms

test_nanm4_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-1,000-100,000]

667.4 µs

test_minmaxlttb_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-1,000-1,000,000]

5 ms

test_lttb_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-5,000-1,000,000]

12.8 ms

test_lttb_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-100-100,000]

1.9 ms

test_nanm4_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-100-1,000,000]

2.7 ms

test_nanm4_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-100-100,000]

597.1 µs

test_nanm4_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-100-100,000]

856.8 µs

test_minmaxlttb_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-5,000-100,000]

2.4 ms

test_nanm4_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-5,000-100,000]

903.2 µs

test_lttb_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-100-100,000]

1.7 ms

test_lttb_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-100-100,000]

1.7 ms

test_lttb_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-5,000-1,000,000]

14.6 ms

test_nanm4_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[True-int64-5,000-1,000,000]

4.9 ms

test_nanm4_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-1,000-1,000,000]

2.8 ms

test_lttb_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-1,000-100,000]

1.9 ms

test_lttb_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-1,000-1,000,000]

14.5 ms

test_lttb_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-100-1,000,000]

14.6 ms

test_minmaxlttb_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-5,000-1,000,000]

6.2 ms

test_lttb_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-1,000-1,000,000]

12.6 ms

test_nanm4_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float64-100-1,000,000]

5.1 ms

test_lttb_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-100-1,000,000]

12.6 ms

test_lttb_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-1,000-100,000]

1.6 ms

test_lttb_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-100-100,000]

1.6 ms

test_minmaxlttb_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-100-100,000]

545.5 µs

test_lttb_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-5,000-1,000,000]

12.7 ms

test_nanm4_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_with_x[False-float32-5,000-1,000,000]

3.2 ms

test_lttb_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-100-100,000]

1.7 ms

test_lttb_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-5,000-100,000]

1.8 ms

test_lttb_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-5,000-100,000]

2.1 ms

test_lttb_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-5,000-100,000]

1.9 ms

test_lttb_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-5,000-1,000,000]

13.6 ms

test_lttb_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-100-1,000,000]

13.5 ms

test_lttb_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-100-100,000]

1.7 ms

test_lttb_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-1,000-100,000]

1.7 ms

test_lttb_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-100-100,000]

1.9 ms

test_lttb_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-1,000-1,000,000]

13.5 ms

test_lttb_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-100-1,000,000]

12.7 ms

test_minmaxlttb_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-100-1,000,000]

2.5 ms

test_minmaxlttb_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-1,000-100,000]

848.6 µs

test_minmaxlttb_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-5,000-100,000]

2.2 ms

test_lttb_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-100-1,000,000]

14.6 ms

test_lttb_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-5,000-100,000]

1.9 ms

test_lttb_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-1,000-100,000]

2 ms

test_lttb_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-5,000-1,000,000]

12.8 ms

test_lttb_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-1,000-100,000]

1.8 ms

test_lttb_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-5,000-100,000]

2.1 ms

test_lttb_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-1,000-1,000,000]

12.6 ms

test_minmaxlttb_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-5,000-100,000]

2.1 ms

test_lttb_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-1,000-1,000,000]

14.6 ms

test_minmaxlttb_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-5,000-1,000,000]

4.2 ms

test_minmaxlttb_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-100-1,000,000]

4.7 ms

test_minmaxlttb_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-1,000-1,000,000]

2.9 ms

test_minmaxlttb_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-100-1,000,000]

4.8 ms

test_minmaxlttb_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-5,000-1,000,000]

6.1 ms

test_minmaxlttb_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-100-100,000]

776.6 µs

test_minmaxlttb_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-100-100,000]

1.5 ms

test_minmaxlttb_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-100-100,000]

460.6 µs

test_minmaxlttb_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-100-1,000,000]

5.3 ms

test_minmaxlttb_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-1,000-100,000]

1.1 ms

test_minmaxlttb_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-1,000-1,000,000]

5 ms

test_minmaxlttb_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-5,000-1,000,000]

4.6 ms

test_minmaxlttb_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-100-1,000,000]

2.5 ms

test_minmaxlttb_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-1,000-100,000]

1 ms

test_minmaxlttb_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-1,000-100,000]

810.7 µs

test_minmaxlttb_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-1,000-1,000,000]

2.8 ms

test_minmaxlttb_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-5,000-100,000]

2.4 ms

test_minmaxlttb_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-5,000-1,000,000]

6.4 ms

test_minmaxlttb_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-1,000-1,000,000]

5.1 ms

test_minmaxlttb_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-1,000-100,000]

911.4 µs

test_minmaxlttb_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-100-100,000]

604.1 µs

test_minmaxlttb_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-100-1,000,000]

2.6 ms

test_minmaxlttb_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-5,000-100,000]

2.6 ms

test_minmaxlttb_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-1,000-1,000,000]

8.9 ms

test_minmaxlttb_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-5,000-100,000]

2.4 ms

test_minmaxlttb_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-100-100,000]

682 µs

test_minmaxlttb_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-1,000-100,000]

4.3 ms

test_minmaxlttb_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-100-100,000]

675.9 µs

test_minmaxlttb_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-1,000-1,000,000]

2.9 ms

test_minmaxlttb_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-1,000-100,000]

1.1 ms

test_minmaxlttb_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-1,000-1,000,000]

5 ms

test_minmaxlttb_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-100-1,000,000]

5 ms

test_minmaxlttb_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-100-100,000]

843.9 µs

test_minmaxlttb_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-5,000-100,000]

16.9 ms

test_minmaxlttb_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-100-1,000,000]

4.8 ms

test_minmaxlttb_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-1,000-1,000,000]

3.6 ms

test_minmaxlttb_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-5,000-100,000]

2.5 ms

test_minmaxlttb_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-5,000-1,000,000]

4.5 ms

test_minmaxlttb_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-1,000-100,000]

1.3 ms

test_minmaxlttb_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-1,000-100,000]

1.5 ms

test_minmaxlttb_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-5,000-1,000,000]

6.7 ms

test_minmaxlttb_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-5,000-100,000]

3.4 ms

test_minmaxlttb_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-1,000-100,000]

1.4 ms

test_minmaxlttb_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-100-1,000,000]

2.7 ms

test_minmaxlttb_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-100-100,000]

915.1 µs

test_minmaxlttb_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-100-100,000]

1.1 ms

test_minmaxlttb_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-1,000-1,000,000]

3.6 ms

test_minmaxlttb_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-100-100,000]

796.1 µs

test_minmaxlttb_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-100-1,000,000]

3.1 ms

test_minmaxlttb_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-5,000-1,000,000]

24.4 ms

test_minmaxlttb_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-5,000-1,000,000]

6.4 ms

test_minmaxlttb_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-1,000-1,000,000]

5.8 ms

test_minmaxlttb_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-5,000-100,000]

3.2 ms

test_minmaxlttb_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-1,000-1,000,000]

5.8 ms

test_minmaxlttb_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-1,000-100,000]

1.6 ms

test_minmaxlttb_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-100-100,000]

1 ms

test_minmaxlttb_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-1,000-100,000]

4.3 ms

test_minmaxlttb_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-5,000-1,000,000]

6.7 ms

test_minmaxlttb_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-100-1,000,000]

3 ms

test_minmaxlttb_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-1,000-1,000,000]

6.7 ms

test_minmaxlttb_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-5,000-1,000,000]

8.7 ms

test_minmaxlttb_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-5,000-100,000]

3.1 ms

test_minmaxlttb_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-100-1,000,000]

5 ms

test_minmaxlttb_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-5,000-100,000]

3.2 ms

test_minmaxlttb_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-5,000-1,000,000]

22.1 ms

test_minmaxlttb_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-1,000-100,000]

4.1 ms

test_minmaxlttb_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-100-100,000]

1 ms

test_minmaxlttb_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-5,000-1,000,000]

8.9 ms

test_minmaxlttb_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-5,000-100,000]

16.7 ms

test_minmaxlttb_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-1,000-1,000,000]

6.7 ms

test_minmaxlttb_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-5,000-1,000,000]

22 ms

test_minmaxlttb_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-1,000-100,000]

4.4 ms

test_nanminmaxlttb_with_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-100-100,000]

689.1 µs

test_minmaxlttb_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-5,000-100,000]

16.8 ms

test_minmaxlttb_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-100-1,000,000]

5.5 ms

test_nanminmaxlttb_with_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-1,000-1,000,000]

3.7 ms

test_minmaxlttb_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-1,000-1,000,000]

8.8 ms

test_nanminmaxlttb_no_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-100-1,000,000]

2.5 ms

test_nanminmaxlttb_with_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-1,000-100,000]

1.3 ms

test_nanminmaxlttb_no_x[False-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-1,000-100,000]

763 µs

test_minmaxlttb_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-5,000-100,000]

16.8 ms

test_minmaxlttb_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-5,000-1,000,000]

24.2 ms

test_nanminmaxlttb_with_x[False-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-100-1,000,000]

2.8 ms

test_minmaxlttb_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-100-1,000,000]

2.8 ms

test_nanminmaxlttb_no_x[False-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-100-100,000]

434 µs

test_nanminmaxlttb_with_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-5,000-1,000,000]

6.6 ms

test_nanminmaxlttb_no_x[False-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-5,000-1,000,000]

4.2 ms

test_nanminmaxlttb_with_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-1,000-100,000]

1.5 ms

test_nanminmaxlttb_no_x[False-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-1,000-1,000,000]

2.9 ms

test_nanminmaxlttb_with_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-100-1,000,000]

5.3 ms

test_nanminmaxlttb_with_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-100-100,000]

948 µs

test_minmaxlttb_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-100-100,000]

1.4 ms

test_nanminmaxlttb_with_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-5,000-100,000]

3.1 ms

test_nanminmaxlttb_with_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-1,000-1,000,000]

6 ms

test_nanminmaxlttb_no_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float32-5,000-100,000]

2 ms

test_nanminmaxlttb_no_x[False-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-1,000-1,000,000]

5.2 ms

test_nanminmaxlttb_no_x[False-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-1,000-100,000]

972.1 µs

test_nanminmaxlttb_with_x[False-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float32-5,000-100,000]

2.9 ms

test_nanminmaxlttb_no_x[False-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-100-100,000]

686.3 µs

test_nanminmaxlttb_no_x[False-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-5,000-100,000]

2.2 ms

test_nanminmaxlttb_no_x[False-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-100-1,000,000]

5 ms

test_nanminmaxlttb_with_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-100-1,000,000]

2.8 ms

test_nanminmaxlttb_no_x[False-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-100-1,000,000]

2.5 ms

test_nanminmaxlttb_with_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-1,000-1,000,000]

3.7 ms

test_nanminmaxlttb_with_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-1,000-100,000]

1.4 ms

test_nanminmaxlttb_no_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-5,000-100,000]

2.1 ms

test_nanminmaxlttb_with_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-100-100,000]

809.2 µs

test_nanminmaxlttb_with_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-float64-5,000-1,000,000]

8.9 ms

test_nanminmaxlttb_no_x[False-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-1,000-100,000]

853.9 µs

test_nanminmaxlttb_no_x[False-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-100-100,000]

553.7 µs

test_nanminmaxlttb_no_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-100-100,000]

456.4 µs

test_nanminmaxlttb_no_x[False-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-float64-5,000-1,000,000]

6.3 ms

test_nanminmaxlttb_no_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-5,000-1,000,000]

4.2 ms

test_nanminmaxlttb_with_x[False-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-5,000-100,000]

3 ms

test_nanminmaxlttb_no_x[False-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int32-1,000-1,000,000]

2.9 ms

test_nanminmaxlttb_no_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-1,000-1,000,000]

5 ms

test_nanminmaxlttb_with_x[False-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int32-5,000-1,000,000]

6.6 ms

test_nanminmaxlttb_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-5,000-1,000,000]

6.1 ms

test_nanminmaxlttb_no_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-100-100,000]

694.9 µs

test_nanminmaxlttb_no_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-1,000-1,000,000]

2.8 ms

test_nanminmaxlttb_no_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-5,000-100,000]

2.3 ms

test_nanminmaxlttb_no_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-100-1,000,000]

4.8 ms

test_nanminmaxlttb_no_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-100-100,000]

786 µs

test_nanminmaxlttb_with_x[False-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-100-100,000]

1 ms

test_nanminmaxlttb_no_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-5,000-100,000]

2.3 ms

test_nanminmaxlttb_no_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-100-1,000,000]

2.5 ms

test_nanminmaxlttb_no_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-1,000-1,000,000]

2.9 ms

test_nanminmaxlttb_no_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[False-int64-1,000-100,000]

1.1 ms

test_nanminmaxlttb_no_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-5,000-1,000,000]

4.5 ms

test_nanminmaxlttb_no_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-100-1,000,000]

4.8 ms

test_nanminmaxlttb_no_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float32-1,000-100,000]

813.6 µs

test_nanminmaxlttb_no_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-100-100,000]

589.9 µs

test_nanminmaxlttb_no_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-1,000-100,000]

1.1 ms

test_nanminmaxlttb_no_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-100-1,000,000]

4.8 ms

test_nanminmaxlttb_no_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-1,000-1,000,000]

5 ms

test_nanminmaxlttb_with_x[False-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-1,000-100,000]

1.6 ms

test_nanminmaxlttb_no_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-5,000-100,000]

2.3 ms

test_nanminmaxlttb_no_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-5,000-1,000,000]

4.4 ms

test_nanminmaxlttb_no_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-5,000-1,000,000]

6.5 ms

test_nanminmaxlttb_no_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-float64-5,000-100,000]

2.5 ms

test_nanminmaxlttb_with_x[False-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-100-1,000,000]

5 ms

test_nanminmaxlttb_no_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-5,000-100,000]

2.4 ms

test_nanminmaxlttb_no_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-1,000-100,000]

930.8 µs

test_nanminmaxlttb_no_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-1,000-100,000]

1.1 ms

test_nanminmaxlttb_no_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-5,000-1,000,000]

6.3 ms

test_nanminmaxlttb_no_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-100-100,000]

824.7 µs

test_nanminmaxlttb_with_x[False-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-1,000-1,000,000]

5.9 ms

test_nanminmaxlttb_with_x[True-float32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-1,000-100,000]

4.1 ms

test_nanminmaxlttb_no_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int32-100-1,000,000]

2.6 ms

test_nanminmaxlttb_with_x[True-float32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-100-1,000,000]

3 ms

test_nanminmaxlttb_with_x[True-float32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-1,000-1,000,000]

6.6 ms

test_nanminmaxlttb_with_x[True-float32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-5,000-1,000,000]

22 ms

test_nanminmaxlttb_with_x[True-float32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-100-100,000]

1 ms

test_nanminmaxlttb_with_x[True-int32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-5,000-100,000]

16.7 ms

test_nanminmaxlttb_with_x[False-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-5,000-100,000]

3.1 ms

test_nanminmaxlttb_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-5,000-100,000]

16.8 ms

test_nanminmaxlttb_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-100-1,000,000]

5.3 ms

test_nanminmaxlttb_with_x[True-float64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-1,000-100,000]

4.3 ms

test_nanminmaxlttb_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-100-100,000]

1.1 ms

test_nanminmaxlttb_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-100-100,000]

1.2 ms

test_nanminmaxlttb_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-5,000-100,000]

15.8 ms

test_nanminmaxlttb_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-1,000-1,000,000]

8.9 ms

test_nanminmaxlttb_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-100-1,000,000]

3.2 ms

test_nanminmaxlttb_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-100-1,000,000]

5.4 ms

test_nanminmaxlttb_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-5,000-100,000]

16.8 ms

test_nanminmaxlttb_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-5,000-1,000,000]

24.3 ms

test_everynth[100-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-100,000]

64.6 µs

test_nanminmaxlttb_with_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-5,000-1,000,000]

8.7 ms

test_nanminmaxlttb_with_x[True-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-5,000-1,000,000]

24.2 ms

test_nanminmaxlttb_with_x[True-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-100-100,000]

1.4 ms

test_everynth[1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-100,000]

84.2 µs

test_nanminmaxlttb_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-1,000-1,000,000]

8.9 ms

test_nanminmaxlttb_no_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_no_x[True-int64-1,000-1,000,000]

5.1 ms

test_nanminmaxlttb_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-1,000-1,000,000]

6.7 ms

test_nanminmaxlttb_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-1,000-100,000]

5.2 ms

test_everynth[5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-100,000]

130.5 µs

test_everynth[100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-1,000,000]

63.5 µs

test_everynth[1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-1,000,000]

84.6 µs

test_nanminmaxlttb_with_x[True-int64-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-1,000-100,000]

4.4 ms

test_everynth[5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-1,000,000]

130.8 µs

test_nanminmaxlttb_with_x[True-int32-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-5,000-1,000,000]

22.3 ms

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