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7 days ago 5fcc477 feat/fpcs

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:muscle: add FPCS downsampling algorithm

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7 days ago

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Benchmarks

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

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

886.6 µs

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

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

5.7 ms

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

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

424.3 µs

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

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

2.4 ms

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

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

627.4 µs

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

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

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

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

4.7 ms

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

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

718.4 µs

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

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

2.7 ms

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

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

665.2 µs

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

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

4.7 ms

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

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

847.4 µs

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

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

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

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

2.5 ms

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

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

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

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

2.2 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]

4.5 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 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_nanminmax_with_x[False-float32-1,000-1,000,000]

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

2.9 ms

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

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

600.9 µs

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

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

6.5 ms

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

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

916.9 µs

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

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

557.2 µs

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

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

9.3 ms

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

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

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

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

842.4 µs

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 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]

4.8 ms

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

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

3.5 ms

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

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

5.2 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]

7.1 ms

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

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

3.6 ms

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

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

863.6 µs

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

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

5.3 ms

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

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

981.1 µs

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

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

5 ms

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

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

751.5 µs

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

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

4.7 ms

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

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

722.2 µs

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

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

841 µs

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

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

1.3 ms

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

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

2.5 ms

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

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

2.7 ms

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

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

6 ms

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

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

882.9 µs

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

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

2.9 ms

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

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

3.5 ms

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

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

1.1 ms

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

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

4.8 ms

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

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

942.1 µs

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

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

785.5 µs

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

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

1.2 ms

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

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

4.9 ms

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

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

2.3 ms

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

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

5 ms

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

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

6.5 ms

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

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

959.7 µs

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

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

5.1 ms

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

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

9.2 ms

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

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

4.9 ms

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

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

4.7 ms

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

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

5.7 ms

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

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

1.4 ms

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

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

490.8 µs

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

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

691.8 µs

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

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

2.5 ms

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

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

1.8 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]

632.3 µs

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

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

2.7 ms

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

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

3.6 ms

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

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

697.7 µs

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

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

2.7 ms

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

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

2.7 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]

4.7 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-float64-100-100,000]

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

965.8 µs

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

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

393.4 µs

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

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

733.4 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]

4.8 ms

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

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

2.5 ms

test_nanminmax_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]

2.2 ms

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

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

5.9 ms

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

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

845.3 µs

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

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

4.8 ms

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

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

730.5 µs

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

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

9.6 ms

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

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

435.3 µs

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

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

3.7 ms

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

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

2.8 ms

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

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

901.5 µs

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

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

2.1 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-int32-5,000-1,000,000]

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

7.3 ms

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

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

586.5 µs

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

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

624.6 µs

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

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

1.1 ms

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

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

654.5 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-float64-1,000-100,000]

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

691.3 µs

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

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

604.3 µs

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

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

5 ms

test_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_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_with_x[True-int64-5,000-100,000]

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

4.9 ms

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

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

2.6 ms

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

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

2 ms

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

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

5.1 ms

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

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

402.8 µs

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

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

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

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

845.3 µs

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

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

526 µs

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

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

2.4 ms

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

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

814.5 µs

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

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

5.1 ms

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

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

4.9 ms

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

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

2.9 ms

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

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

851.1 µs

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

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

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

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

4.9 ms

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

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

1 ms

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]

829.3 µs

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

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

4.7 ms

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

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

645.4 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]

718.4 µs

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

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

596.2 µs

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

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

756.6 µs

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

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

4.8 ms

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

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

2.5 ms

test_m4_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[False-int32-1,000-100,000]

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

558.6 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_minmax_with_x[False-float32-100-1,000,000]

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

2.6 ms

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

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

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

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

529.5 µs

test_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_m4_no_x[False-int32-100-100,000]

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

502.9 µs

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

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

837.2 µs

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

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

4.9 ms

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

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

2.6 ms

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

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

2.5 ms

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

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

956.2 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-int32-5,000-100,000]

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

747.6 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_minmax_with_x[False-float64-1,000-1,000,000]

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

5.1 ms

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

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

645.7 µs

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

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

842 µs

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

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

741.6 µs

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-int64-100-100,000]

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

752.5 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_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_m4_no_x[False-int64-1,000-100,000]

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

769.6 µs

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

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

4.9 ms

test_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_m4_no_x[False-int64-1,000-1,000,000]

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

4.7 ms

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

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

960.9 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]

941.9 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_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-int64-1,000-100,000]

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

1.1 ms

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

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

789.3 µs

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

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

432 µs

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

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

2.4 ms

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

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

4.8 ms

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

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

4.9 ms

test_minmax_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-int32-5,000-1,000,000]

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

3.5 ms

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

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

869.4 µs

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

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

439.8 µs

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

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

2.5 ms

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

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

524.6 µs

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

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

540.4 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]

2.5 ms

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

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

4.7 ms

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

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

661.7 µs

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]

708 µs

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

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

805.6 µs

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]

538.2 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-float64-5,000-100,000]

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

773.3 µs

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

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

4.7 ms

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

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

925.7 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]

704.5 µs

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

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

2.6 ms

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

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

4.7 ms

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

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

721.5 µs

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]

2.7 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_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_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_no_x[True-float64-5,000-1,000,000]

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

5.1 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]

587.4 µs

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

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

518.6 µs

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

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

2.6 ms

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

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

2.5 ms

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

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

778.8 µs

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

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

621.5 µs

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]

789.4 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]

4.7 ms

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

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

681.5 µs

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

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

2.8 ms

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

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

811.9 µs

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

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

575.2 µs

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

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

2.7 ms

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

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

821.1 µs

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]

702.2 µs

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

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

4.8 ms

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

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

4.8 ms

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

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

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

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

855.1 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]

2.5 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_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_m4_with_x[False-float64-1,000-100,000]

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

894.3 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]

645.6 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]

5.1 ms

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

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

2.6 ms

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

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

2.7 ms

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

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

2.7 ms

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

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

910.6 µs

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

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

5.3 ms

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

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

821.6 µs

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

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

2.7 ms

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

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

4.9 ms

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

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

4.9 ms

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

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

5 ms

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

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

706.2 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-float32-5,000-100,000]

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

579.5 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-int32-5,000-100,000]

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

1 ms

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

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

773.2 µs

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

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

896.6 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_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_m4_with_x[False-int64-100-100,000]

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

944 µs

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

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

3.2 ms

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

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

5 ms

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

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

4.9 ms

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

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

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

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

4.7 ms

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

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

796.3 µs

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

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

682.1 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]

2.6 ms

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

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

696.6 µs

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

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

3.7 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-float64-100-100,000]

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

908.5 µs

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

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

2 ms

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

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

675.6 µs

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-int32-100-1,000,000]

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

2.8 ms

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

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

4 ms

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

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

6.1 ms

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

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

5 ms

test_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-float64-5,000-100,000]

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

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

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

4.9 ms

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

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

4.3 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-int32-100-100,000]

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

584.8 µs

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]

2.9 ms

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

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

821.9 µs

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

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

2.5 ms

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

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

1.5 ms

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

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

6.5 ms

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

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

8.6 ms

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

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

2.6 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]

3.4 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-int64-100-1,000,000]

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

5.1 ms

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]

8.5 ms

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

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

5.7 ms

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

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

392.3 µs

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

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

415.1 µs

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-int64-5,000-100,000]

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

923.1 µs

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

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

2.5 ms

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

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

725.1 µs

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-float32-5,000-100,000]

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

532 µs

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

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

702.8 µs

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-int64-100-100,000]

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

803.6 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]

677.2 µs

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

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

2.7 ms

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

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

4.9 ms

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

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

2.7 ms

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

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

776.9 µs

test_nanm4_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-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[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_with_x[False-float32-5,000-100,000]

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

903.9 µs

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

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

855.7 µs

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

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

513 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_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-int64-1,000-100,000]

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

805.2 µs

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]

671.9 µs

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

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

932.7 µs

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

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

755.1 µs

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-float32-100-100,000]

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

596.4 µs

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]

1.2 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-float64-1,000-1,000,000]

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

5.2 ms

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

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

875.6 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-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_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_no_x[True-float32-100-100,000]

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

452.6 µs

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

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

654.8 µs

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

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

714.7 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-int32-1,000-100,000]

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

792.7 µs

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

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

4.9 ms

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

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

4.7 ms

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

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

434.2 µs

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

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

2.6 ms

test_nanm4_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[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-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]

950.4 µs

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

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

934.7 µs

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]

777.9 µs

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

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

2.4 ms

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

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

1.4 ms

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

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

1.2 ms

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

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

3.4 ms

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

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

1.2 ms

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

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

1 ms

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

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

8.8 ms

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

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

700.7 µs

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

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

817.9 µs

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

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

6.1 ms

test_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]

9 ms

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

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

3.9 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-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-int32-5,000-1,000,000]

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

6.6 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_nanm4_with_x[True-float64-1,000-1,000,000]

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

5.6 ms

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

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

5 ms

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

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

2.8 ms

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

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

3.5 ms

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

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

4 ms

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

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

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

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

4.2 ms

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

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

8.7 ms

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

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

8.7 ms

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

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

1 ms

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

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

2.2 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-int64-5,000-1,000,000]

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

8.4 ms

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

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

6.1 ms

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

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

10.6 ms

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

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

1.2 ms

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

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

5 ms

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

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

10.8 ms

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

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

8.8 ms

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

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

1.1 ms

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

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

9.5 ms

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

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

9.6 ms

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

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

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

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

9.7 ms

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

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

1.1 ms

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

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

1.3 ms

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

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

1.2 ms

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

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

994.6 µs

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-float32-100-1,000,000]

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

8.7 ms

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

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

10.7 ms

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

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

1.5 ms

test_lttb_no_x[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-float32-100-100,000]

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

1 ms

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

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

1.1 ms

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

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

8.9 ms

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

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

10.6 ms

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

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

1.6 ms

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

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

1.1 ms

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

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

1.4 ms

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

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

8.7 ms

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

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

1.1 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-float64-100-1,000,000]

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

13.5 ms

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

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

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

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

12.6 ms

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

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

1.7 ms

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

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

8.9 ms

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

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

12.7 ms

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

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

13.5 ms

test_lttb_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_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_lttb_no_x[True-float64-1,000-1,000,000]

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

9.6 ms

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

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

1.4 ms

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

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

9.7 ms

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

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

1.7 ms

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

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

1.9 ms

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

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

1.9 ms

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

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

1.7 ms

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

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

2.8 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]

873.2 µs

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

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

2.1 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]

4.4 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-int64-1,000-100,000]

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

1.9 ms

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

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

14.5 ms

test_lttb_with_x[False-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[True-float32-5,000-100,000]

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

1.8 ms

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

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

12.6 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]

2.3 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-float32-5,000-1,000,000]

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

12.7 ms

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

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

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

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

4.7 ms

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

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

717.7 µs

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

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

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

12.6 ms

test_lttb_with_x[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-int32-5,000-100,000]

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

1.9 ms

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

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

6.6 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-int32-100-100,000]

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

1.7 ms

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

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

2.2 ms

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

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

14.6 ms

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

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

4.3 ms

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

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

655.8 µs

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

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

4.7 ms

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

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

419.2 µs

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

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

5 ms

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

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

6.2 ms

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

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

741.5 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_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-int64-5,000-1,000,000]

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

14.6 ms

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

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

2.5 ms

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

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]

541.3 µs

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-float64-5,000-100,000]

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

2.6 ms

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

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

776.2 µs

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

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

602.5 µs

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

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

1.1 ms

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

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

897.1 µs

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-float64-1,000-100,000]

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

971.5 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-int32-1,000-100,000]

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

844.7 µs

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

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

5 ms

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

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

2.2 ms

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

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

509.2 µs

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

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

2.4 ms

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

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

5.1 ms

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

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

2.9 ms

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

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

4.6 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]

1.2 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]

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

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

2.5 ms

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

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

676.8 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_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_minmaxlttb_no_x[True-int64-100-100,000]

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

840.8 µs

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

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

3.6 ms

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

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

4.8 ms

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

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

5 ms

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

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

6.5 ms

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

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

913.2 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_nanminmaxlttb_no_x[False-int64-5,000-100,000]

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

2.2 ms

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

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

1.5 ms

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

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

6.7 ms

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

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

482.7 µs

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

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

5.8 ms

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

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

801.9 µs

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

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

5 ms

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

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

784.9 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_minmaxlttb_with_x[False-int32-1,000-100,000]

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

1.4 ms

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

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

2.4 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]

4.7 ms

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

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

2.8 ms

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

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

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

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

4.4 ms

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

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

1.1 ms

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

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

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

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

2.8 ms

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

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

713.9 µs

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

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

3.6 ms

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

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

1 ms

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

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

2.3 ms

test_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-int64-5,000-1,000,000]

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

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

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

2.6 ms

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

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

3.1 ms

test_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-int64-100-1,000,000]

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

4.8 ms

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

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

5.8 ms

test_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_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]

21.2 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-float32-1,000-1,000,000]

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

6.6 ms

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

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

2.2 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_minmaxlttb_with_x[False-int64-5,000-100,000]

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

3.3 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-int64-100-100,000]

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

847.5 µs

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]

891.5 µs

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

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

5.8 ms

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

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

1.2 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-float64-5,000-100,000]

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

16.9 ms

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

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

4.4 ms

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

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

2.8 ms

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

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

428.8 µs

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]

4.1 ms

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

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

763.1 µs

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]

6.8 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-int64-100-1,000,000]

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

5.4 ms

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

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

1.4 ms

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

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

24.2 ms

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

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

1.3 ms

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

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

22 ms

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

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

2.5 ms

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

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

690.6 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]

16.7 ms

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

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

8.9 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]

6.6 ms

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

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

3.7 ms

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

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

2 ms

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

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

1 ms

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

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

687.8 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-float32-5,000-1,000,000]

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

4.2 ms

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

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

2.9 ms

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

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

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

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

2.5 ms

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

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

6.3 ms

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

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

6 ms

test_nanminmaxlttb_no_x[False-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_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_nanminmaxlttb_with_x[False-float64-1,000-100,000]

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

1.5 ms

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

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

854.4 µs

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

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

944.8 µs

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

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

1.1 ms

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

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

788.9 µs

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

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

802.9 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]

2.2 ms

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

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

2.9 ms

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

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

1.4 ms

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

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

8.9 ms

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

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

3.7 ms

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

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

2.8 ms

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

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

4.2 ms

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

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

8.7 ms

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

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

1 ms

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

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

3.1 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-int32-5,000-1,000,000]

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

6.6 ms

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

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

4 ms

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

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

22.1 ms

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

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

4.8 ms

test_nanminmaxlttb_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-int64-5,000-100,000]

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

3.1 ms

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

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

4.3 ms

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

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-5,000-100,000]

16.7 ms

test_nanminmaxlttb_with_x[True-float64-5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-5,000-1,000,000]

24.3 ms

test_nanminmaxlttb_with_x[True-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-int64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[False-int64-100-100,000]

1 ms

test_nanminmaxlttb_with_x[True-int32-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-1,000-1,000,000]

6.7 ms

test_nanminmaxlttb_with_x[True-int32-1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-1,000-100,000]

4.2 ms

test_nanminmaxlttb_with_x[True-int64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-100-1,000,000]

5.4 ms

test_nanminmaxlttb_with_x[True-int64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-5,000-100,000]

15.6 ms

test_nanminmaxlttb_with_x[True-float64-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-100-1,000,000]

5.3 ms

test_nanminmaxlttb_with_x[True-float64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-1,000-1,000,000]

8.8 ms

test_nanminmaxlttb_with_x[True-int32-100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-100-1,000,000]

3.2 ms

test_nanminmaxlttb_with_x[True-float64-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-100-100,000]

1.3 ms

test_nanminmaxlttb_with_x[True-float32-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float32-5,000-100,000]

16.7 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_nanminmaxlttb_with_x[True-float64-5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-float64-5,000-100,000]

16.9 ms

test_nanminmaxlttb_with_x[True-int64-1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int64-1,000-1,000,000]

8.9 ms

test_everynth[1,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-1,000,000]

84.2 µs

test_everynth[5,000-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-1,000,000]

136 µs

test_nanminmaxlttb_with_x[True-int32-100-100,000]

tests/benchmarks/test_downsamplers.py::test_nanminmaxlttb_with_x[True-int32-100-100,000]

1.3 ms

test_everynth[5,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[5,000-100,000]

131.5 µs

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[100-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-100,000]

66.6 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]

24.6 ms

test_everynth[1,000-100,000]

tests/benchmarks/test_downsamplers.py::test_everynth[1,000-100,000]

84.9 µs

test_everynth[100-1,000,000]

tests/benchmarks/test_downsamplers.py::test_everynth[100-1,000,000]

64 µs

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