NielsPraet:feature/polars-integration - Branch - predict-idlab/tsdownsample

Feature: Polars integration

#60

Comparing

NielsPraet:feature/polars-integration

(

d3d71cd

) with

main

(

25d5648

)

-79%

Regressions: 165

Untouched: 225

Benchmarks

Failed

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

13.2 ms16.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-19%

1.5 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

26.5 ms33.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-42%

494 µs846.4 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

13.2 ms16.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

26.5 ms33.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

2.5 ms6.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-20%

2.8 ms3.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-58%

2.5 ms5.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

4.7 ms11.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-12%

4.8 ms5.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-15%

2.6 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-14%

519.3 µs607 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-49%

742 µs1,463.6 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

4.7 ms11.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-11%

763.3 µs853.2 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-11%

865.7 µs970.5 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-17%

636.2 µs762.2 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-12%

3.1 ms3.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-33%

704.4 µs1,053.2 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-43%

948.4 µs1,666.9 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

26.7 ms33.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

13.4 ms17 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

2.7 ms6.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-10%

1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-20%

13.5 ms16.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

26.8 ms33.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-17%

1.7 ms2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

4.9 ms12.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-19%

3 ms3.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-58%

5 ms12.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

939.1 µs2,205.8 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

981.3 µs2,428.7 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-55%

2.8 ms6.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-73%

8.2 ms30 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

1.1 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-66%

8.1 ms23.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-54%

1.1 ms2.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

1.3 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-65%

8.2 ms23.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

1.1 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-55%

1 ms2.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

9.2 ms29 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

10.2 ms34.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-54%

1.3 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

1.3 ms4.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-72%

8.2 ms29.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-73%

8.2 ms30 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

1.5 ms4.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

8.4 ms27.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

985.6 µs2,265.2 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-64%

10 ms28 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-66%

8.2 ms23.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

10.2 ms32 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

1 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-72%

1.2 ms4.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-54%

1.1 ms2.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

9.2 ms28.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-72%

8.3 ms29.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-79%

9.1 ms43.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-64%

9 ms24.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

1.1 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

1.3 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-53%

1.3 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-64%

9 ms24.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

1.8 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-73%

1.2 ms4.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

8.3 ms27.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-55%

1.1 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-53%

1.1 ms2.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-64%

10.1 ms28.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

1.6 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-41%

12.5 ms21.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-36%

1.6 ms2.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-37%

1.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-69%

1.3 ms4.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-49%

12.7 ms25.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

10.3 ms32 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-34%

1.7 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

1.9 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-37%

1.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-33%

1.7 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-41%

14.6 ms24.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-55%

1.3 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

13.5 ms21.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-69%

8.4 ms27.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-49%

12.8 ms25.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

12.6 ms20.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-65%

8.2 ms23.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-40%

12.6 ms21 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

2.1 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-42%

14.5 ms25.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-58%

1.9 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-49%

14.6 ms28.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-38%

1.9 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-48%

13.6 ms25.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

12.6 ms20.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

10.2 ms34.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-36%

1.9 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

8.3 ms27.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-35%

1.6 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

1.6 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-55%

1.3 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-41%

12.6 ms21.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

13.5 ms34.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-33%

1.7 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

12.6 ms20.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

1.8 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

2 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-79%

9.1 ms43.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-36%

1.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

13.5 ms22 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-49%

12.8 ms25.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-33%

1.7 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-68%

1.5 ms4.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-48%

13.6 ms26 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

1.9 ms4.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-60%

13.5 ms34.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-39%

12.7 ms20.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-36%

1.9 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-40%

12.6 ms21 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-50%

12.8 ms25.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-36%

1.8 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-38%

2 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

2.1 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-31%

2.1 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-50%

14.7 ms29.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-41%

14.6 ms24.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-70%

1.4 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-13%

24.2 ms27.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-12%

4.7 ms5.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-72%

1.2 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-42%

14.6 ms25.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-69%

1.4 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-23%

2.3 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-22%

2.7 ms3.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-67%

1.6 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-22%

13.3 ms16.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-19%

16.8 ms20.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-22%

2.4 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-72%

1.2 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-22%

13.7 ms17.6 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-10%

6.7 ms7.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-13%

24.8 ms28.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-12%

3.4 ms3.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-69%

1.4 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-11%

816.2 µs920 µs

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

tests/benchmarks/test_downsamplers.py

Regression

-16%

3.3 ms3.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-22%

2.3 ms3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-18%

18.1 ms22 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-73%

1.4 ms5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

1.8 ms4.4 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-12%

5.1 ms5.7 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-67%

1.6 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

1.9 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-11%

24.8 ms27.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-11%

27.6 ms30.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

2.1 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-59%

1.8 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-21%

3 ms3.8 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-58%

1.9 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

1.9 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-15%

3.6 ms4.3 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-56%

2.1 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

Regression

-57%

1.9 ms4.5 ms

Passed

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

tests/benchmarks/test_downsamplers.py

+5%

144.1 ms137.6 ms

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

tests/benchmarks/test_downsamplers.py

+3%

1.1 ms1 ms

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

tests/benchmarks/test_downsamplers.py

+3%

584.7 µs570.3 µs

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

tests/benchmarks/test_downsamplers.py

+2%

856.1 µs835.8 µs

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

tests/benchmarks/test_downsamplers.py

+2%

1.7 ms1.7 ms

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

tests/benchmarks/test_downsamplers.py

+2%

1.6 ms1.6 ms

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

tests/benchmarks/test_downsamplers.py

+2%

631 µs617.7 µs

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

tests/benchmarks/test_downsamplers.py

+2%

157.3 ms154.3 ms

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

tests/benchmarks/test_downsamplers.py

+2%

5.8 ms5.7 ms

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

tests/benchmarks/test_downsamplers.py

+2%

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

+2%

3.5 ms3.4 ms

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

tests/benchmarks/test_downsamplers.py

+1%

991.1 µs977.5 µs

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

tests/benchmarks/test_downsamplers.py

+1%

2.4 ms2.4 ms

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

tests/benchmarks/test_downsamplers.py

+1%

3.9 ms3.9 ms

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

tests/benchmarks/test_downsamplers.py

+1%

1.5 ms1.5 ms

test_everynth[100-1,000,000]

tests/benchmarks/test_downsamplers.py

+1%

61 µs60.3 µs

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

tests/benchmarks/test_downsamplers.py

+1%

6.3 ms6.2 ms

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

tests/benchmarks/test_downsamplers.py

+1%

1.1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

+1%

8 ms8 ms

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

tests/benchmarks/test_downsamplers.py

+1%

843.8 µs836.6 µs

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

tests/benchmarks/test_downsamplers.py

+1%

76.7 µs76 µs

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

tests/benchmarks/test_downsamplers.py

+1%

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

+1%

861.7 µs855 µs

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

tests/benchmarks/test_downsamplers.py

+1%

2.8 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

+1%

1.9 ms1.9 ms

test_everynth[100-100,000]

tests/benchmarks/test_downsamplers.py

+1%

63.5 µs63 µs

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

tests/benchmarks/test_downsamplers.py

+1%

2.6 ms2.6 ms

test_everynth[5,000-100,000]

tests/benchmarks/test_downsamplers.py

+1%

128.2 µs127.3 µs

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

tests/benchmarks/test_downsamplers.py

+1%

4.7 ms4.7 ms

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

tests/benchmarks/test_downsamplers.py

+1%

4.5 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

+1%

4 ms4 ms

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

tests/benchmarks/test_downsamplers.py

+1%

6.4 ms6.3 ms

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

tests/benchmarks/test_downsamplers.py

+1%

1.6 ms1.6 ms

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

tests/benchmarks/test_downsamplers.py

+1%

128.1 µs127.4 µs

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

tests/benchmarks/test_downsamplers.py

24.2 ms24.1 ms

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

tests/benchmarks/test_downsamplers.py

3.6 ms3.6 ms

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

tests/benchmarks/test_downsamplers.py

24.7 ms24.6 ms

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

tests/benchmarks/test_downsamplers.py

5.9 ms5.9 ms

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

tests/benchmarks/test_downsamplers.py

2.6 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

1.6 ms1.6 ms

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

tests/benchmarks/test_downsamplers.py

3.2 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

2.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

1.7 ms1.7 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

3.1 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

4.2 ms4.2 ms

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

tests/benchmarks/test_downsamplers.py

5.1 ms5.1 ms

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

tests/benchmarks/test_downsamplers.py

4.8 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

29.8 ms29.7 ms

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

tests/benchmarks/test_downsamplers.py

4.8 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

5.1 ms5.1 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

14.2 ms14.2 ms

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

tests/benchmarks/test_downsamplers.py

2.3 ms2.3 ms

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

tests/benchmarks/test_downsamplers.py

5 ms5 ms

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

tests/benchmarks/test_downsamplers.py

4.8 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

719 µs717.8 µs

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

tests/benchmarks/test_downsamplers.py

9.3 ms9.3 ms

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

tests/benchmarks/test_downsamplers.py

955.1 µs953.5 µs

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

tests/benchmarks/test_downsamplers.py

5.1 ms5.1 ms

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

tests/benchmarks/test_downsamplers.py

584.1 µs583.3 µs

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

tests/benchmarks/test_downsamplers.py

745.2 µs744.1 µs

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

tests/benchmarks/test_downsamplers.py

6.9 ms6.9 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

13.3 ms13.3 ms

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

tests/benchmarks/test_downsamplers.py

26.6 ms26.5 ms

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

tests/benchmarks/test_downsamplers.py

5.7 ms5.7 ms

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

tests/benchmarks/test_downsamplers.py

30.3 ms30.2 ms

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

tests/benchmarks/test_downsamplers.py

13.6 ms13.6 ms

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

tests/benchmarks/test_downsamplers.py

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

17 ms17 ms

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

tests/benchmarks/test_downsamplers.py

3 ms3 ms

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

tests/benchmarks/test_downsamplers.py

5.6 ms5.6 ms

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

tests/benchmarks/test_downsamplers.py

26.8 ms26.8 ms

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

tests/benchmarks/test_downsamplers.py

26.6 ms26.6 ms

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

tests/benchmarks/test_downsamplers.py

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

26.8 ms26.8 ms

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

tests/benchmarks/test_downsamplers.py

3.5 ms3.5 ms

test_everynth[1,000-100,000]

tests/benchmarks/test_downsamplers.py

76.8 µs76.7 µs

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

tests/benchmarks/test_downsamplers.py

26.9 ms26.9 ms

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

tests/benchmarks/test_downsamplers.py

4.9 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

26.5 ms26.5 ms

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

tests/benchmarks/test_downsamplers.py

1.5 ms1.5 ms

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

tests/benchmarks/test_downsamplers.py

965.2 µs964.7 µs

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

tests/benchmarks/test_downsamplers.py

785.3 µs784.9 µs

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

tests/benchmarks/test_downsamplers.py

26.8 ms26.7 ms

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

tests/benchmarks/test_downsamplers.py

27.5 ms27.5 ms

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

tests/benchmarks/test_downsamplers.py

13.6 ms13.6 ms

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

tests/benchmarks/test_downsamplers.py

13.4 ms13.4 ms

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

tests/benchmarks/test_downsamplers.py

3.1 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

7.1 ms7.1 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

4.7 ms4.7 ms

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

tests/benchmarks/test_downsamplers.py

27.7 ms27.7 ms

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

tests/benchmarks/test_downsamplers.py

4.9 ms4.9 ms

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

tests/benchmarks/test_downsamplers.py

14.4 ms14.4 ms

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

tests/benchmarks/test_downsamplers.py

18 ms18 ms

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

tests/benchmarks/test_downsamplers.py

26.5 ms26.5 ms

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

tests/benchmarks/test_downsamplers.py

1.5 ms1.4 ms

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

tests/benchmarks/test_downsamplers.py

13.5 ms13.5 ms

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

tests/benchmarks/test_downsamplers.py

4.8 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

2.9 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

13.3 ms13.3 ms

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

tests/benchmarks/test_downsamplers.py

13.2 ms13.2 ms

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

tests/benchmarks/test_downsamplers.py

26.5 ms26.5 ms

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

tests/benchmarks/test_downsamplers.py

13.3 ms13.3 ms

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

tests/benchmarks/test_downsamplers.py

26.8 ms26.8 ms

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

tests/benchmarks/test_downsamplers.py

27.6 ms27.6 ms

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

tests/benchmarks/test_downsamplers.py

1.7 ms1.7 ms

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

tests/benchmarks/test_downsamplers.py

13.7 ms13.7 ms

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

tests/benchmarks/test_downsamplers.py

26.5 ms26.5 ms

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

tests/benchmarks/test_downsamplers.py

13.3 ms13.3 ms

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

tests/benchmarks/test_downsamplers.py

13.3 ms13.3 ms

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

tests/benchmarks/test_downsamplers.py

2.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

14.4 ms14.4 ms

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

tests/benchmarks/test_downsamplers.py

26.9 ms26.9 ms

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

tests/benchmarks/test_downsamplers.py

8.5 ms8.5 ms

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

tests/benchmarks/test_downsamplers.py

1.2 ms1.2 ms

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

tests/benchmarks/test_downsamplers.py

13.5 ms13.5 ms

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

tests/benchmarks/test_downsamplers.py

26.7 ms26.7 ms

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

tests/benchmarks/test_downsamplers.py

3.1 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

2.5 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

2.5 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

31.2 ms31.2 ms

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

tests/benchmarks/test_downsamplers.py

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

13.5 ms13.5 ms

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

tests/benchmarks/test_downsamplers.py

734.4 µs734.8 µs

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

tests/benchmarks/test_downsamplers.py

2.5 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

3.6 ms3.6 ms

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

tests/benchmarks/test_downsamplers.py

950 µs950.6 µs

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

tests/benchmarks/test_downsamplers.py

3.2 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

874.8 µs875.3 µs

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

tests/benchmarks/test_downsamplers.py

814.7 µs815.3 µs

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

tests/benchmarks/test_downsamplers.py

5 ms5 ms

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

tests/benchmarks/test_downsamplers.py

811.3 µs811.9 µs

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

tests/benchmarks/test_downsamplers.py

2.5 ms2.5 ms

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

tests/benchmarks/test_downsamplers.py

857.8 µs858.5 µs

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

tests/benchmarks/test_downsamplers.py

546.3 µs546.9 µs

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

tests/benchmarks/test_downsamplers.py

5.1 ms5.1 ms

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

tests/benchmarks/test_downsamplers.py

5.7 ms5.7 ms

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

tests/benchmarks/test_downsamplers.py

3.8 ms3.8 ms

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

tests/benchmarks/test_downsamplers.py

26.8 ms26.8 ms

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

tests/benchmarks/test_downsamplers.py

848.6 µs850.2 µs

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

tests/benchmarks/test_downsamplers.py

2.7 ms2.7 ms

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

tests/benchmarks/test_downsamplers.py

4.8 ms4.8 ms

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

tests/benchmarks/test_downsamplers.py

26.7 ms26.7 ms

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

tests/benchmarks/test_downsamplers.py

836.5 µs838.4 µs

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

tests/benchmarks/test_downsamplers.py

1.1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

2.8 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

3.4 ms3.5 ms

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

tests/benchmarks/test_downsamplers.py

3.2 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

27.3 ms27.4 ms

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

tests/benchmarks/test_downsamplers.py

1.4 ms1.4 ms

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

tests/benchmarks/test_downsamplers.py

14.1 ms14.2 ms

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

tests/benchmarks/test_downsamplers.py

2.8 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

13.5 ms13.5 ms

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

tests/benchmarks/test_downsamplers.py

1.8 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

13.6 ms13.6 ms

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

tests/benchmarks/test_downsamplers.py

-1%

4.5 ms4.5 ms

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

tests/benchmarks/test_downsamplers.py

-1%

1.1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

-1%

5.8 ms5.8 ms

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

tests/benchmarks/test_downsamplers.py

-1%

2.6 ms2.6 ms

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

tests/benchmarks/test_downsamplers.py

-1%

1.5 ms1.5 ms

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

tests/benchmarks/test_downsamplers.py

-1%

5.6 ms5.6 ms

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

tests/benchmarks/test_downsamplers.py

-1%

16.5 ms16.6 ms

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

tests/benchmarks/test_downsamplers.py

-1%

5 ms5.1 ms

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

tests/benchmarks/test_downsamplers.py

-1%

173.6 ms175.6 ms

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

tests/benchmarks/test_downsamplers.py

-1%

42.4 ms42.9 ms

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

tests/benchmarks/test_downsamplers.py

-1%

29 ms29.5 ms

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

tests/benchmarks/test_downsamplers.py

-2%

590.6 µs599.9 µs

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

tests/benchmarks/test_downsamplers.py

-2%

30.6 ms31.1 ms

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

tests/benchmarks/test_downsamplers.py

-2%

3.4 ms3.4 ms

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

tests/benchmarks/test_downsamplers.py

-2%

3.5 ms3.5 ms

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

tests/benchmarks/test_downsamplers.py

-2%

32 ms32.6 ms

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

tests/benchmarks/test_downsamplers.py

-2%

33.2 ms33.8 ms

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

tests/benchmarks/test_downsamplers.py

-2%

24 ms24.4 ms

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

tests/benchmarks/test_downsamplers.py

-2%

1.8 ms1.9 ms

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

tests/benchmarks/test_downsamplers.py

-2%

3.7 ms3.8 ms

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

tests/benchmarks/test_downsamplers.py

-2%

4.9 ms5 ms

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

tests/benchmarks/test_downsamplers.py

-2%

3 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

-2%

27.2 ms27.8 ms

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

tests/benchmarks/test_downsamplers.py

-2%

26.6 ms27.2 ms

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

tests/benchmarks/test_downsamplers.py

-2%

3.1 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

-2%

2.7 ms2.8 ms

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

tests/benchmarks/test_downsamplers.py

-2%

28.4 ms29.1 ms

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

tests/benchmarks/test_downsamplers.py

-3%

2.8 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

-3%

26.1 ms26.8 ms

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

tests/benchmarks/test_downsamplers.py

-3%

19.2 ms19.8 ms

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

tests/benchmarks/test_downsamplers.py

-3%

13.9 ms14.4 ms

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

tests/benchmarks/test_downsamplers.py

-3%

2.8 ms2.9 ms

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

tests/benchmarks/test_downsamplers.py

-3%

13.4 ms13.8 ms

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

tests/benchmarks/test_downsamplers.py

-3%

3.1 ms3.2 ms

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

tests/benchmarks/test_downsamplers.py

-3%

1.4 ms1.5 ms

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

tests/benchmarks/test_downsamplers.py

-3%

147.6 ms152.6 ms

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

tests/benchmarks/test_downsamplers.py

-3%

3 ms3.1 ms

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

tests/benchmarks/test_downsamplers.py

-4%

2.2 ms2.3 ms

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

tests/benchmarks/test_downsamplers.py

-4%

54.2 ms56.2 ms

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

tests/benchmarks/test_downsamplers.py

-4%

3.4 ms3.5 ms

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

tests/benchmarks/test_downsamplers.py

-4%

1.7 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

-4%

15.8 ms16.5 ms

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

tests/benchmarks/test_downsamplers.py

-5%

16.1 ms16.9 ms

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

tests/benchmarks/test_downsamplers.py

-5%

1.7 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

-5%

1.2 ms1.3 ms

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

tests/benchmarks/test_downsamplers.py

-5%

51.3 ms54 ms

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

tests/benchmarks/test_downsamplers.py

-5%

1.5 ms1.6 ms

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

tests/benchmarks/test_downsamplers.py

-5%

1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

-6%

2 ms2.1 ms

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

tests/benchmarks/test_downsamplers.py

-6%

965.6 µs1,024.6 µs

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

tests/benchmarks/test_downsamplers.py

-6%

10.3 ms11 ms

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

tests/benchmarks/test_downsamplers.py

-6%

7.4 ms7.9 ms

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

tests/benchmarks/test_downsamplers.py

-7%

7.9 ms8.5 ms

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

tests/benchmarks/test_downsamplers.py

-7%

1.7 ms1.8 ms

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

tests/benchmarks/test_downsamplers.py

-7%

5.3 ms5.7 ms

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

tests/benchmarks/test_downsamplers.py

-8%

35.7 ms38.7 ms

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

tests/benchmarks/test_downsamplers.py

-8%

41.7 ms45.1 ms

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

tests/benchmarks/test_downsamplers.py

-8%

40.5 ms43.9 ms

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

tests/benchmarks/test_downsamplers.py

-8%

748.9 µs814.6 µs

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

tests/benchmarks/test_downsamplers.py

-9%

1 ms1.1 ms

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

tests/benchmarks/test_downsamplers.py

-9%

5.7 ms6.2 ms

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

tests/benchmarks/test_downsamplers.py

-9%

4.9 ms5.4 ms

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

tests/benchmarks/test_downsamplers.py

-10%

778.9 µs862.1 µs

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

tests/benchmarks/test_downsamplers.py

-10%

1.2 ms1.4 ms

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

tests/benchmarks/test_downsamplers.py

-10%

5.4 ms6 ms

Commits

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Base

main

25d5648

✨ feat: add lttb for Polars ChunkedArray

aa2f038

2 years ago

by NielsPraet

-79.08%

💩 refactor: first pass of refactoring code

6c178e1

2 years ago

by NielsPraet

-0.01%

♻️ refactor: generalize non-parallel m4 without x

8d9c8b8

2 years ago

by NielsPraet

-0.01%

🚧 refactor: starting to clean up traits

d3d71cd

2 years ago

by NielsPraet

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