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9 days ago fbf546c feat/fpcs

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:muscle: add FPCS downsampling algorithm

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feat/fpcs

9 days ago

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Benchmarks

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

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

2.4 ms

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

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

424.1 µs

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

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

886.1 µs

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

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

2.4 ms

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

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

764.9 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]

627.1 µs

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

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

1.4 ms

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

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

717.2 µs

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

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

1.4 ms

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

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

7.3 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_minmax_with_x[True-float64-100-100,000]

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

952.1 µs

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

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

2.8 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]

2.1 ms

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

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

3.5 ms

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

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

829 µs

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

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

4.9 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]

9.6 ms

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

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

5.8 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_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_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_no_x[False-float64-1,000-100,000]

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

665.7 µs

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

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

1 ms

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-float64-5,000-100,000]

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]

991.9 µs

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]

5 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]

752.9 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-int32-100-1,000,000]

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

2.5 ms

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

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

1.8 ms

test_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]

5.9 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]

558.1 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_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_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[False-int64-100-1,000,000]

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

4.7 ms

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

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

394.4 µs

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

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

948.8 µs

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-float32-1,000-100,000]

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

429.8 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]

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

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

844.2 µs

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

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

622.3 µs

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

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

886.9 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_nanminmax_no_x[False-float64-1,000-1,000,000]

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

5 ms

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

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

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

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

688.1 µs

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

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

510.7 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_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-int64-100-100,000]

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

749.4 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]

747.4 µs

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

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

557.1 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_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_no_x[False-int64-1,000-100,000]

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

789.8 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_nanminmax_no_x[True-float32-1,000-1,000,000]

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

2.5 ms

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

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

443.4 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_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]

4.1 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]

599.1 µs

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]

945.8 µs

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

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

7.1 ms

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]

4.5 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]

4.7 ms

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

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

377.9 µs

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

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

4.9 ms

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

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

662.5 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]

4.8 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]

2.5 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-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-float64-100-100,000]

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

662.3 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]

9.3 ms

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

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

4.8 ms

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

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

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

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

402.8 µs

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

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

927.6 µs

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

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

730 µs

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]

2.6 ms

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

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

560.3 µs

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

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

2.8 ms

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

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

4.7 ms

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

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

614.5 µs

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

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

2.6 ms

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

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

795.6 µs

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]

644.9 µs

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

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

620.1 µs

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

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

576.2 µs

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

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

799.1 µs

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

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

4.7 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]

825.1 µs

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

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

501.6 µs

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

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

652.4 µs

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

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

2.5 ms

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

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

757.4 µs

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

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

2.4 ms

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

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

474.2 µs

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]

645.3 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_m4_no_x[False-int32-1,000-1,000,000]

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

2.5 ms

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

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

527.9 µs

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

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

749.1 µs

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

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

700.3 µs

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

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

2.6 ms

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

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

650.5 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-int64-1,000-100,000]

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

773.6 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_m4_no_x[True-float32-100-100,000]

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

436.5 µs

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

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

4.7 ms

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

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

757.1 µs

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

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

4.7 ms

test_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]

4.7 ms

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

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

1 ms

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

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

865.5 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-float32-1,000-100,000]

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

448.8 µs

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

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

5 ms

test_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_minmax_no_x[True-float64-5,000-1,000,000]

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

5 ms

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

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

603.9 µs

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

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

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

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

559.8 µs

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

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

2.6 ms

test_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_minmax_no_x[True-int32-1,000-100,000]

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

598.9 µs

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

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

4.7 ms

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

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

570.1 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]

771.9 µs

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]

727.2 µs

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

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

659.6 µs

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

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

1.1 ms

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

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

4.8 ms

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

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

811.9 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_no_x[True-int32-5,000-100,000]

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

733.3 µs

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

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

568.3 µs

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

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

2.6 ms

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

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

2.6 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]

579.3 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_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_m4_no_x[True-float64-5,000-100,000]

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

792.1 µs

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

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

818.6 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_m4_no_x[True-int32-5,000-1,000,000]

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

2.7 ms

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

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

978.9 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_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_with_x[False-float64-5,000-100,000]

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

1.3 ms

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

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

805.9 µs

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

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

4.9 ms

test_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_m4_no_x[True-int64-100-100,000]

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

803 µs

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]

902.9 µs

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

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

864.1 µs

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

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

579.3 µs

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

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

651.3 µs

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

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

727.3 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]

854.7 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_nanminmax_with_x[False-int32-100-1,000,000]

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

2.7 ms

test_minmax_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_m4_with_x[False-float32-5,000-100,000]

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

901.9 µs

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

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

598.6 µs

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

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

3.1 ms

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

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

828.6 µs

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

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

989.1 µs

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-float64-5,000-100,000]

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

1.1 ms

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

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

960 µs

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

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

1.4 ms

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

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

1.2 ms

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

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

701.2 µs

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

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

847.4 µs

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

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

896.8 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]

722 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_nanminmax_with_x[False-int64-100-1,000,000]

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

4.9 ms

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

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

5 ms

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

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

4.9 ms

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

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

4.9 ms

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

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

1.1 ms

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

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

3.6 ms

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

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

3.5 ms

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

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

839.9 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-float32-5,000-1,000,000]

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

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]

691.4 µs

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

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

5.7 ms

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

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

1.9 ms

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

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

5.1 ms

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

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

958.4 µs

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

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

726.7 µs

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

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

841.1 µs

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

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

2.7 ms

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

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

1.3 ms

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

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

5.7 ms

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

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

3.5 ms

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

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

1.2 ms

test_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_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_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]

6.3 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_nanminmax_with_x[True-float64-1,000-100,000]

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

1.8 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_nanminmax_with_x[True-float64-100-100,000]

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

974.4 µs

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

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

842.4 µs

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-int32-1,000-100,000]

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

775.7 µs

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

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

967.6 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_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_with_x[False-int32-5,000-100,000]

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

1 ms

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

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

2.9 ms

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

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

4.9 ms

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

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

5.1 ms

test_minmax_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_m4_with_x[False-int64-1,000-1,000,000]

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

5 ms

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

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

2.1 ms

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

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

4.9 ms

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

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

675.2 µs

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]

6.1 ms

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

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

5.4 ms

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

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

4.5 ms

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

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

6.1 ms

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

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

4.4 ms

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

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

1.2 ms

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

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

914 µs

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_m4_with_x[True-float64-1,000-100,000]

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

1.6 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]

2.8 ms

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

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

948.6 µs

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

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

559.5 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_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_nanm4_no_x[True-int32-100-100,000]

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

536.4 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]

4.1 ms

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

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

818.9 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]

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]

1.4 ms

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

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

4 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_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]

6.3 ms

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

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

779.3 µs

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]

5.7 ms

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

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

1.1 ms

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

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

763.8 µs

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

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

392.8 µs

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_nanm4_no_x[True-int32-5,000-1,000,000]

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

2.7 ms

test_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]

3.6 ms

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

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

4.8 ms

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

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

4.8 ms

test_nanm4_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[True-int64-5,000-100,000]

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

998.4 µs

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

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

5 ms

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

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

418.4 µs

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

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

828.2 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]

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

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

777.3 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]

541.3 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]

675.7 µs

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

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

4.9 ms

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

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

757.6 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-int32-5,000-100,000]

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

653.2 µs

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

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

875.5 µs

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

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

598.2 µs

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]

4.8 ms

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

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

511.2 µs

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_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_no_x[False-int64-1,000-100,000]

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

779.6 µs

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

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

442.7 µs

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

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

4.7 ms

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

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

2.5 ms

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

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

4.7 ms

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

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

654.4 µs

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]

591 µs

test_nanm4_no_x[False-int64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanm4_no_x[False-int64-5,000-1,000,000]

4.9 ms

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

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

671.1 µs

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

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

4.7 ms

test_nanm4_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_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_with_x[False-float64-1,000-100,000]

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

926.1 µs

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

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

798.5 µs

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]

690.8 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]

5.3 ms

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

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

4.8 ms

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

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

858.3 µs

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]

454.2 µs

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

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

668.5 µs

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_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_nanm4_no_x[True-float32-5,000-1,000,000]

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

2.6 ms

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

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

785.9 µs

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]

908.1 µs

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

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

714.3 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_lttb_no_x[True-float64-1,000-1,000,000]

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

9.6 ms

test_nanm4_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-int32-100-1,000,000]

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

2.7 ms

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

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

1 ms

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

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

961.4 µs

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

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

1.3 ms

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

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

9.7 ms

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

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

698.8 µs

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

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

1.4 ms

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

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

1.4 ms

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

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

4.9 ms

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

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

5.4 ms

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

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

1.3 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_nanm4_with_x[True-float32-5,000-100,000]

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

4.1 ms

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

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

10.7 ms

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

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

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

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

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

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

10.6 ms

test_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]

6.4 ms

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

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

933.4 µs

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]

6.1 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-int32-5,000-1,000,000]

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

7 ms

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

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

1.4 ms

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

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

4.1 ms

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

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

829.3 µs

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

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

8.3 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]

8.5 ms

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

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

1.6 ms

test_nanm4_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_nanm4_with_x[True-int64-1,000-1,000,000]

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

5.9 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]

4.2 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-float32-100-100,000]

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

999.4 µs

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_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-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-float64-100-100,000]

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

1.1 ms

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

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

1 ms

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

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

1.3 ms

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

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

9.6 ms

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

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

9.5 ms

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

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

8.9 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-int32-1,000-100,000]

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

1.2 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[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_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[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_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_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_with_x[False-float64-100-1,000,000]

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

13.5 ms

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

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

1.3 ms

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

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

1.2 ms

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

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

1.1 ms

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

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

8.7 ms

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

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

1 ms

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

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

1.1 ms

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

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

4.6 ms

test_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-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-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-int64-100-100,000]

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

1.9 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_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[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-int32-5,000-100,000]

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

1.9 ms

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

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

729.7 µs

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

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

12.8 ms

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

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

14.6 ms

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

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

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

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

4.8 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-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-float64-1,000-1,000,000]

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

13.5 ms

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

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

1.6 ms

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

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

1.8 ms

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

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

12.7 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_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[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_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_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-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_with_x[True-int64-1,000-100,000]

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

2 ms

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

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

1.9 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_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-int32-5,000-100,000]

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

1.9 ms

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

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

14.7 ms

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

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

848.1 µs

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

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

588.4 µs

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]

742.3 µs

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]

973.7 µs

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

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

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

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

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

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

4.2 ms

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

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

421.2 µs

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-int64-1,000-100,000]

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

1.1 ms

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

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

2.2 ms

test_minmaxlttb_no_x[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-int32-100-100,000]

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

544.5 µs

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

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

989.5 µs

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

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

2.9 ms

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

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

6.1 ms

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

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

784 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_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[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-int32-5,000-100,000]

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

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

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

2.5 ms

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

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

811.9 µs

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

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

517.3 µs

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 ms

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

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

3.6 ms

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

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

678.8 µs

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

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

2.7 ms

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

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

5 ms

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

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

550.3 µs

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

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

2.5 ms

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

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

880.9 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[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_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_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-float64-5,000-1,000,000]

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

8.9 ms

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

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

915.6 µs

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]

855.6 µs

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

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

3.2 ms

test_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_minmaxlttb_with_x[False-int32-100-100,000]

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

803.6 µs

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

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

1.4 ms

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

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

3.4 ms

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

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

1 ms

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

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

5 ms

test_minmaxlttb_with_x[False-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_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_minmaxlttb_with_x[True-float32-100-1,000,000]

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

3 ms

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

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

1.5 ms

test_minmaxlttb_with_x[False-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[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_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_minmaxlttb_with_x[False-int64-1,000-100,000]

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

1.6 ms

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

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

5.8 ms

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

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

789.8 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_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]

21.3 ms

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

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

2.9 ms

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

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

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

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

17 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]

3.1 ms

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

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

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

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

6.6 ms

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

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

434.2 µs

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]

16.8 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_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_minmaxlttb_with_x[True-int64-100-100,000]

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

1.5 ms

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-float32-5,000-100,000]

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

16.8 ms

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

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

4.4 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]

22.1 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]

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

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

24.3 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]

23.2 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_minmaxlttb_with_x[True-int64-1,000-1,000,000]

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

8.8 ms

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

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

685.7 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]

4.5 ms

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

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

2 ms

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

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

793.1 µs

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]

999.2 µs

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

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

698.2 µs

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[True-float32-100-100,000]

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

487.3 µs

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

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

6.6 ms

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

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

761.9 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-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-float32-100-1,000,000]

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

2.5 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_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[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_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[False-int64-100-1,000,000]

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

5 ms

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

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

4.8 ms

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

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

5.1 ms

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

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

2.3 ms

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

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

2.7 ms

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

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

2.5 ms

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

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

607.5 µs

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

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

811.7 µs

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

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

2.3 ms

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

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

902.8 µs

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

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

6.5 ms

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

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

1.1 ms

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

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

4.8 ms

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

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

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[False-float32-100-100,000]

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

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

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

2.4 ms

test_nanminmaxlttb_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-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-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-int64-5,000-1,000,000]

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

8.7 ms

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

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

6.1 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[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-float64-100-100,000]

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

941.1 µs

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

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

8.9 ms

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

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

6.6 ms

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

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

24.1 ms

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

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

996 µs

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

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

5.4 ms

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

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

16.6 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]

9.1 ms

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

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

812.1 µs

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]

16.3 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]

22.3 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]

3.1 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]

8.9 ms

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

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

1.2 ms

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

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

1.7 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-int64-5,000-100,000]

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

16.1 ms

test_everynth[100-1,000,000]

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

62.2 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-int64-100-1,000,000]

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

5.4 ms

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

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

4.4 ms

test_everynth[100-100,000]

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

65.4 µs

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]

7.6 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-int64-100-100,000]

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

1.4 ms

test_everynth[1,000-100,000]

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

82.5 µs

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

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

83.1 µs

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-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]

134.3 µs

test_everynth[5,000-1,000,000]

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

134.8 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

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