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8 days ago d40f5a4 feat/fpcs

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:muscle: add FPCS downsampling algorithm

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feat/fpcs

8 days ago

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Benchmarks

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

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

886.7 µs

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-float32-5,000-100,000]

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

693.1 µs

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-float32-100-1,000,000]

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

2.4 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_minmax_no_x[False-float32-1,000-100,000]

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

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

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

764.2 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_minmax_no_x[False-float64-5,000-100,000]

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

847.9 µs

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

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

980.2 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[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-float64-100-100,000]

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

681.9 µs

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

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

393.1 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_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[True-float64-5,000-100,000]

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

936.4 µs

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]

666.4 µs

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]

4.8 ms

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_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]

4.9 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]

691.9 µs

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_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_no_x[False-int32-1,000-100,000]

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

557.4 µs

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]

433.6 µs

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

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

652.8 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_minmax_no_x[False-int32-5,000-100,000]

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

746.9 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_minmax_no_x[False-int64-100-100,000]

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

883.5 µs

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_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_nanminmax_no_x[False-float64-5,000-100,000]

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

848.7 µs

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]

785.9 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]

2.5 ms

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]

940.8 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-int64-5,000-1,000,000]

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

4.9 ms

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

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

486.3 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_nanminmax_no_x[False-float64-1,000-100,000]

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

689.5 µs

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

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

487.9 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_nanminmax_no_x[False-int32-100-100,000]

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

514.2 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]

744.4 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_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_nanminmax_no_x[False-float32-5,000-100,000]

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

623.4 µs

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

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

555.9 µs

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

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

553.8 µs

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_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]

6.2 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]

787 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-int32-100-1,000,000]

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

2.5 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_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_nanminmax_with_x[True-int32-100-100,000]

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

839 µs

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]

607.5 µs

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

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

747.9 µs

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

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

944.7 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_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_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_nanminmax_no_x[True-float32-1,000-100,000]

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

456.5 µs

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

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

439.1 µs

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]

1.6 ms

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]

894.9 µs

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]

3.7 ms

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_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_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_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_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_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]

7.6 ms

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

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

686.9 µs

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-float64-1,000-100,000]

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

718.4 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]

4.8 ms

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]

694.3 µs

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

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

1.1 ms

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]

687.5 µs

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]

878.8 µs

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

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

618.3 µs

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]

4.9 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]

5.9 ms

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_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-float64-1,000-1,000,000]

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

4.7 ms

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

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

786.3 µs

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]

10 ms

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]

2.8 ms

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]

4.8 ms

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]

848.3 µs

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

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

785.5 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_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_m4_no_x[False-float32-100-100,000]

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

376.9 µs

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

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

606 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]

900.4 µs

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]

989.3 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_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_nanminmax_no_x[True-int32-5,000-100,000]

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

886.8 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]

523.6 µs

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_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_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_m4_no_x[False-float32-1,000-100,000]

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

401.9 µs

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_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]

4.9 ms

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]

1.2 ms

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

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

619.2 µs

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_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_nanminmax_with_x[False-float32-1,000-100,000]

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

735.5 µs

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_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_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_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-float64-100-100,000]

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

863.1 µs

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

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

504.1 µs

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

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

595.3 µs

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

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

758.3 µs

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_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_m4_no_x[False-float64-1,000-100,000]

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

646.2 µs

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]

730.4 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_nanminmax_with_x[False-float64-1,000-100,000]

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

991.1 µs

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]

1.3 ms

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]

858.1 µs

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_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_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_m4_no_x[False-int32-5,000-100,000]

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

645.7 µs

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

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

718 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]

1.2 ms

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

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

964.7 µs

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_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_m4_no_x[False-int32-1,000-100,000]

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

529.5 µs

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_m4_no_x[False-int64-100-100,000]

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

746.4 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_m4_no_x[False-int64-1,000-100,000]

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

762.5 µs

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_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_minmax_with_x[False-float64-1,000-100,000]

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

969.8 µs

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_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_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_minmax_with_x[False-float64-100-100,000]

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

838.7 µs

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[True-float32-100-100,000]

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

419 µs

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]

1.4 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]

2.4 ms

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_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_m4_no_x[True-float64-100-100,000]

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

653.9 µs

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_m4_no_x[False-int64-5,000-100,000]

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

867.9 µs

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_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-float64-5,000-100,000]

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

1.4 ms

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]

443.3 µs

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

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

721.8 µs

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

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

854.3 µs

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]

1.3 ms

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]

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

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

559 µs

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]

705.4 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]

1.5 ms

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

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

957.8 µs

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_m4_no_x[True-int32-1,000-100,000]

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

586.5 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_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_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]

4.9 ms

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_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_minmax_with_x[True-float32-100-100,000]

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

745.1 µs

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

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

610.1 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_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_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_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[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_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_minmax_with_x[True-float32-1,000-100,000]

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

1.5 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]

657.6 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]

2.6 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_m4_no_x[True-int64-1,000-100,000]

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

801.7 µs

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

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

779.3 µs

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

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

941.3 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]

2.7 ms

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

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

718 µs

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_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_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_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]

3.5 ms

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]

1.5 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]

915 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]

931.1 µs

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

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

825.3 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_m4_with_x[False-float32-1,000-100,000]

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

656 µs

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

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

581.3 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]

3.7 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]

1.5 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_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]

2.7 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]

643.7 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_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_m4_with_x[False-int32-100-100,000]

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

708.8 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-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-float64-1,000-100,000]

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

898.9 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_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_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_with_x[True-float64-1,000-100,000]

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

1.7 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]

785.2 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_nanm4_no_x[True-float64-1,000-100,000]

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

705.9 µs

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]

1.2 ms

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

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

684 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]

6.9 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_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-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_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]

9.5 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_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_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]

4.8 ms

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

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

948.7 µs

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

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

959 µs

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]

6.3 ms

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]

867 µs

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]

1.1 ms

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

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

548.8 µs

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_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_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_minmax_with_x[True-int32-100-100,000]

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

826.3 µs

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]

1.3 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]

1.3 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]

709.2 µs

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]

4.9 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-float32-5,000-100,000]

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

3.9 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_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-int32-100-1,000,000]

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

2.5 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]

3.7 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]

597.9 µs

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]

3.5 ms

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

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

714.8 µs

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_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_minmax_with_x[True-int64-100-100,000]

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

1.1 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_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]

2.9 ms

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

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

911.2 µs

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

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

812.3 µs

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]

8.3 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]

2.2 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_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]

7.3 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]

5.6 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]

4.7 ms

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

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

803.1 µs

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]

4.2 ms

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]

6.1 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_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_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_nanm4_no_x[True-int64-1,000-100,000]

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

833.5 µs

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]

6.6 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_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_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]

5.9 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]

4.2 ms

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

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

918 µs

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]

4 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]

1.9 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_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_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_nanm4_with_x[False-float32-1,000-100,000]

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

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

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

594.7 µs

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_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_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_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_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-float64-100-100,000]

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

654.9 µs

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

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

392 µs

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

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

508.3 µs

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]

676.5 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_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_m4_with_x[True-int64-100-100,000]

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

1 ms

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]

654.2 µs

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]

776.9 µs

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]

418.2 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]

533.7 µs

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]

930.1 µs

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]

539.8 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]

4.8 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_with_x[False-float32-5,000-100,000]

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

901.6 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_nanm4_no_x[False-int64-5,000-100,000]

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

873.2 µs

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

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

753.8 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_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_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_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_nanm4_with_x[False-float64-100-100,000]

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

859.9 µs

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_nanm4_no_x[False-int64-1,000-100,000]

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

773.4 µs

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_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_nanm4_no_x[True-float32-1,000-100,000]

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

454.4 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_nanm4_with_x[False-int32-1,000-100,000]

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

794.6 µs

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[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_nanm4_no_x[True-float32-100-100,000]

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

416.3 µs

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_nanm4_with_x[False-int64-100-100,000]

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

951.6 µs

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-int64-1,000-1,000,000]

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

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_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_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-float32-5,000-100,000]

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

3.8 ms

test_nanm4_with_x[False-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_nanm4_with_x[False-int32-100-100,000]

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

712.9 µs

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

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

929.8 µs

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

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

715.2 µs

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

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

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

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

1.6 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]

4.1 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-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-float64-1,000-1,000,000]

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

5.7 ms

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]

2.1 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]

8.7 ms

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

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

810.7 µs

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]

1.9 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]

6.3 ms

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-int32-1,000-1,000,000]

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-float32-1,000-100,000]

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

1 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_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]

6.2 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-int64-100-100,000]

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

1.1 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_nanm4_with_x[True-int64-5,000-100,000]

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

4.2 ms

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

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

998.6 µs

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]

6.2 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_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_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_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_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-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-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-float64-1,000-100,000]

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

1.1 ms

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

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

1.1 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-int32-1,000-100,000]

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

1.2 ms

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

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

8.9 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_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[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_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_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-float64-1,000-100,000]

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

1.2 ms

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_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_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-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[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_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-float64-5,000-100,000]

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

1.4 ms

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-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_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_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_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_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_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-int64-100-100,000]

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

1.4 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_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_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_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_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_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-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_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_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[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_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_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_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-float32-5,000-100,000]

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

1.8 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-float64-100-1,000,000]

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

13.5 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-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_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-int64-5,000-100,000]

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

2.1 ms

test_lttb_with_x[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-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_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_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-float32-5,000-1,000,000]

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

12.7 ms

test_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[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-float32-100-100,000]

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

419.3 µs

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-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-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_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_minmaxlttb_no_x[False-float64-100-100,000]

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

656.4 µs

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-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-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_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-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-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-int32-1,000-100,000]

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

1.8 ms

test_lttb_with_x[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_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[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-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-int64-1,000-100,000]

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

2 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]

741.7 µs

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[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_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-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-float64-100-1,000,000]

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

4.7 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_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_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[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[False-int64-100-100,000]

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

780.7 µs

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

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

467.9 µs

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-int32-5,000-100,000]

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

2.1 ms

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_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_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]

2.8 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-float64-1,000-100,000]

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

973.5 µs

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

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

544.5 µs

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_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]

845.5 µs

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

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

880.9 µs

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]

4.5 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-float32-5,000-100,000]

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

2.2 ms

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_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[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_no_x[True-int32-100-100,000]

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

599.5 µs

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

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

690.4 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-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_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-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_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_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_minmaxlttb_no_x[True-int32-1,000-100,000]

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

919.4 µs

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-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_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_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-int64-100-100,000]

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

841.5 µs

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

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

3.1 ms

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

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

671.8 µs

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_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-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_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_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_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_with_x[True-float32-100-100,000]

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

1.7 ms

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

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

1.2 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]

21.8 ms

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]

16.9 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]

6.6 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-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-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_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[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_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_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[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[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_with_x[False-float64-100-100,000]

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

914.4 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[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_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]

3.7 ms

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]

3.6 ms

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

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

796.2 µs

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]

5.4 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]

23.7 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-int32-5,000-1,000,000]

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

22 ms

test_minmaxlttb_with_x[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]

3.1 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[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_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[True-int32-5,000-100,000]

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

16.5 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-int64-100-100,000]

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

1.3 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]

5.4 ms

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]

15.6 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_minmaxlttb_with_x[True-int32-1,000-100,000]

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

4.2 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]

24.9 ms

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

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

686.7 µs

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_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_no_x[False-float32-1,000-100,000]

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

732.5 µs

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_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]

8.9 ms

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-float64-100-1,000,000]

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

5 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]

1 ms

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

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

552.6 µs

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_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_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]

5.3 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]

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

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

6.2 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-float32-100-100,000]

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

689.7 µs

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[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_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-float32-100-100,000]

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

428.8 µs

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

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

783.9 µs

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

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

1.1 ms

test_nanminmaxlttb_no_x[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_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-float32-1,000-100,000]

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

822.4 µs

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

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

461.4 µs

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

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

714.9 µs

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]

4.4 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_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]

6.6 ms

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

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

1.2 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]

5.2 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_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_nanminmaxlttb_no_x[True-int32-1,000-100,000]

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

904.4 µs

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-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_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-int32-100-100,000]

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

663.4 µs

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-int64-100-100,000]

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

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

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

941.2 µs

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

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

6.5 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-float64-5,000-1,000,000]

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

8.9 ms

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

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

17 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_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[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_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_with_x[False-int32-100-100,000]

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

810.5 µs

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-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[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_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_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]

22.1 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[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_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[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_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_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[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_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-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-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_with_x[True-float64-100-100,000]

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

1.3 ms

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-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-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[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_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-int64-1,000-1,000,000]

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

9.1 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_nanminmaxlttb_with_x[True-float64-5,000-100,000]

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

16.9 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]

16.9 ms

test_everynth[100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-1,000,000]

61.8 µs

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]

4.2 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-int32-5,000-1,000,000]

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

22 ms

test_everynth[5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-100,000]

133.9 µs

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-int32-5,000-100,000]

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

16.7 ms

test_nanminmaxlttb_with_x[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_everynth[100-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-100,000]

65 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_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[5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-1,000,000]

133.5 µs

test_everynth[1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-1,000,000]

78.1 µs

test_everynth[1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-100,000]

81.7 µs

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