Avatar for the predict-idlab user
predict-idlab
tsdownsample
BlogDocsChangelog

perf: use Zip instead of manual for loop

#47
Comparing
optimize_mmlttb
(
0e1c696
) with
main
(
c3c25da
)
CodSpeed Performance Gauge
-14%
Improvements
3
Regressions
1
Untouched
386

Benchmarks

Failed

test_minmaxlttb_no_x[True-int32-1,000-100,000]Regression
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-1,000-100,000]
CodSpeed Performance Gauge
-14%
2.8 ms3.2 ms

Improved

test_minmaxlttb_with_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int64-100-100,000]
CodSpeed Performance Gauge
×2.7
10.2 ms3.8 ms
test_minmaxlttb_with_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-100-100,000]
CodSpeed Performance Gauge
+52%
5.6 ms3.7 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]
CodSpeed Performance Gauge
+28%
1.9 ms1.5 ms

Passed

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]
CodSpeed Performance Gauge
+8%
33.1 ms30.6 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]
CodSpeed Performance Gauge
+6%
4.2 ms4 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]
CodSpeed Performance Gauge
+4%
5.2 ms5 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]
CodSpeed Performance Gauge
+4%
5.8 ms5.6 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]
CodSpeed Performance Gauge
+3%
33.4 ms32.5 ms
test_minmaxlttb_with_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-100-100,000]
CodSpeed Performance Gauge
+3%
3.5 ms3.4 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]
CodSpeed Performance Gauge
+3%
7.4 ms7.3 ms
test_m4_with_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-100-100,000]
CodSpeed Performance Gauge
+2%
672.9 µs657.3 µs
test_minmaxlttb_with_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-100-100,000]
CodSpeed Performance Gauge
+2%
1.4 ms1.4 ms
test_minmaxlttb_with_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-100-100,000]
CodSpeed Performance Gauge
+2%
1.5 ms1.4 ms
test_minmaxlttb_no_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-100-100,000]
CodSpeed Performance Gauge
+2%
1.1 ms1.1 ms
test_minmax_with_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-100-100,000]
CodSpeed Performance Gauge
+2%
808.3 µs794.7 µs
test_everynth[1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_everynth[1,000-100,000]
CodSpeed Performance Gauge
+2%
74.4 µs73.2 µs
test_minmax_with_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-100-100,000]
CodSpeed Performance Gauge
+1%
681 µs673.8 µs
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]
CodSpeed Performance Gauge
+1%
35.8 ms35.5 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]
CodSpeed Performance Gauge
+1%
20.2 ms20 ms
test_minmax_with_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-100-100,000]
CodSpeed Performance Gauge
+1%
1.1 ms1 ms
test_everynth[5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_everynth[5,000-100,000]
CodSpeed Performance Gauge
+1%
125.7 µs124.7 µs
test_everynth[1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_everynth[1,000-1,000,000]
CodSpeed Performance Gauge
+1%
73.8 µs73.2 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]
CodSpeed Performance Gauge
+1%
571.7 µs567.3 µs
test_minmax_no_x[True-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-1,000-100,000]
CodSpeed Performance Gauge
+1%
833.7 µs827.6 µs
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]
CodSpeed Performance Gauge
+1%
2 ms2 ms
test_minmax_with_x[True-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-100-1,000,000]
CodSpeed Performance Gauge
+1%
2.7 ms2.6 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]
CodSpeed Performance Gauge
+1%
4.3 ms4.3 ms
test_minmaxlttb_with_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-100-100,000]
CodSpeed Performance Gauge
+1%
3.6 ms3.6 ms
test_minmax_with_x[True-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-1,000-100,000]
CodSpeed Performance Gauge
+1%
1.9 ms1.9 ms
test_minmaxlttb_no_x[False-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-1,000-1,000,000]
CodSpeed Performance Gauge
+1%
6.1 ms6.1 ms
test_everynth[100-100,000]
tests/benchmarks/test_downsamplers.py::test_everynth[100-100,000]
CodSpeed Performance Gauge
+1%
59.6 µs59.3 µs
test_minmax_no_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-100-100,000]
CodSpeed Performance Gauge
+1%
766.4 µs761.7 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]
CodSpeed Performance Gauge
+1%
2.4 ms2.3 ms
test_minmax_with_x[True-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-1,000-100,000]
CodSpeed Performance Gauge
+1%
1.5 ms1.5 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]
CodSpeed Performance Gauge
+1%
24 ms23.9 ms
test_minmaxlttb_with_x[False-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
5.6 ms5.6 ms
test_minmaxlttb_with_x[False-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
32 ms31.8 ms
test_lttb_with_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-100-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_minmax_with_x[True-int64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-5,000-100,000]
CodSpeed Performance Gauge
0%
5.1 ms5.1 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]
CodSpeed Performance Gauge
0%
4.8 ms4.8 ms
test_everynth[100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_everynth[100-1,000,000]
CodSpeed Performance Gauge
0%
60.1 µs59.8 µs
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]
CodSpeed Performance Gauge
0%
5.2 ms5.2 ms
test_minmaxlttb_with_x[True-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
156.6 ms155.9 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]
CodSpeed Performance Gauge
0%
1.1 ms1.1 ms
test_m4_with_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-100-100,000]
CodSpeed Performance Gauge
0%
901.2 µs897.2 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]
CodSpeed Performance Gauge
0%
8.2 ms8.2 ms
test_minmaxlttb_no_x[True-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
5 ms4.9 ms
test_m4_with_x[True-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
1.4 ms1.3 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]
CodSpeed Performance Gauge
0%
24.1 ms24 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]
CodSpeed Performance Gauge
0%
9.7 ms9.7 ms
test_minmax_with_x[True-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.9 ms4.9 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]
CodSpeed Performance Gauge
0%
35.8 ms35.7 ms
test_minmaxlttb_with_x[True-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
156.1 ms155.5 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]
CodSpeed Performance Gauge
0%
159 ms158.4 ms
test_m4_with_x[True-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
4.4 ms4.4 ms
test_minmaxlttb_with_x[True-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
24 ms23.9 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]
CodSpeed Performance Gauge
0%
4.9 ms4.8 ms
test_m4_with_x[False-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-5,000-100,000]
CodSpeed Performance Gauge
0%
951.5 µs948.1 µs
test_m4_with_x[True-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
6.4 ms6.4 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]
CodSpeed Performance Gauge
0%
8.1 ms8.1 ms
test_minmax_with_x[True-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
5.8 ms5.8 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]
CodSpeed Performance Gauge
0%
23.6 ms23.5 ms
test_m4_no_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-100-100,000]
CodSpeed Performance Gauge
0%
362.2 µs361.1 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]
CodSpeed Performance Gauge
0%
35 ms34.9 ms
test_minmaxlttb_with_x[False-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
9.4 ms9.4 ms
test_minmax_with_x[True-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
4.9 ms4.9 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_lttb_with_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
2 ms2 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]
CodSpeed Performance Gauge
0%
1.6 ms1.6 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]
CodSpeed Performance Gauge
0%
8.2 ms8.2 ms
test_minmax_with_x[True-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
1.6 ms1.6 ms
test_minmax_with_x[True-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
3.5 ms3.5 ms
test_minmaxlttb_with_x[False-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-5,000-100,000]
CodSpeed Performance Gauge
0%
1.9 ms1.9 ms
test_minmaxlttb_no_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-100-100,000]
CodSpeed Performance Gauge
0%
1.1 ms1.1 ms
test_lttb_with_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float32-100-100,000]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_minmaxlttb_no_x[False-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_minmaxlttb_with_x[True-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
5.9 ms5.9 ms
test_minmaxlttb_no_x[True-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
2.5 ms2.5 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]
CodSpeed Performance Gauge
0%
2 ms2 ms
test_minmaxlttb_no_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
892.5 µs890.7 µs
test_minmax_with_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
816.7 µs815.1 µs
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]
CodSpeed Performance Gauge
0%
11.9 ms11.9 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]
CodSpeed Performance Gauge
0%
3.5 ms3.5 ms
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]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_minmax_no_x[False-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-1,000-100,000]
CodSpeed Performance Gauge
0%
670.1 µs668.8 µs
test_m4_with_x[False-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-1,000-100,000]
CodSpeed Performance Gauge
0%
901 µs899.4 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]
CodSpeed Performance Gauge
0%
9.6 ms9.6 ms
test_minmaxlttb_no_x[False-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_lttb_with_x[False-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-1,000-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_m4_with_x[False-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
793.1 µs791.7 µs
test_lttb_with_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-100-100,000]
CodSpeed Performance Gauge
0%
2 ms2 ms
test_m4_no_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
739.6 µs738.3 µs
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]
CodSpeed Performance Gauge
0%
2.2 ms2.2 ms
test_minmax_with_x[False-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
740.1 µs738.8 µs
test_minmaxlttb_no_x[True-int64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-5,000-100,000]
CodSpeed Performance Gauge
0%
1.9 ms1.9 ms
test_minmaxlttb_with_x[True-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 ms
test_minmaxlttb_no_x[False-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-1,000-100,000]
CodSpeed Performance Gauge
0%
4.3 ms4.3 ms
test_minmaxlttb_with_x[False-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 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]
CodSpeed Performance Gauge
0%
1.6 ms1.6 ms
test_everynth[5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_everynth[5,000-1,000,000]
CodSpeed Performance Gauge
0%
125 µs124.8 µs
test_m4_no_x[False-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
401.8 µs401.2 µs
test_minmax_with_x[False-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
1.3 ms1.3 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]
CodSpeed Performance Gauge
0%
2.2 ms2.2 ms
test_minmax_with_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
943.5 µs942.2 µs
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]
CodSpeed Performance Gauge
0%
946.8 µs945.5 µs
test_minmax_with_x[False-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.9 ms2.9 ms
test_m4_with_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
810.5 µs809.4 µs
test_minmax_no_x[False-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-5,000-100,000]
CodSpeed Performance Gauge
0%
732 µs731 µs
test_minmax_with_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
704.4 µs703.5 µs
test_minmax_no_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-100-100,000]
CodSpeed Performance Gauge
0%
368 µs367.5 µs
test_minmax_no_x[False-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
869.2 µs868.1 µs
test_m4_no_x[False-int64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-5,000-100,000]
CodSpeed Performance Gauge
0%
925.8 µs924.7 µs
test_m4_with_x[False-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
1.2 ms1.2 ms
test_minmaxlttb_no_x[False-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
20.4 ms20.4 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]
CodSpeed Performance Gauge
0%
1.2 ms1.2 ms
test_minmaxlttb_no_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-100-100,000]
CodSpeed Performance Gauge
0%
906.8 µs905.7 µs
test_lttb_no_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-100-100,000]
CodSpeed Performance Gauge
0%
1.3 ms1.3 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]
CodSpeed Performance Gauge
0%
13.4 ms13.4 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]
CodSpeed Performance Gauge
0%
772.6 µs771.7 µs
test_minmax_no_x[False-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
2.8 ms2.8 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]
CodSpeed Performance Gauge
0%
972.5 µs971.5 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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 ms
test_minmaxlttb_no_x[False-int64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-100-1,000,000]
CodSpeed Performance Gauge
0%
5 ms5 ms
test_m4_with_x[False-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.8 ms2.8 ms
test_minmax_no_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
502.4 µs501.9 µs
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]
CodSpeed Performance Gauge
0%
567.8 µs567.2 µs
test_minmaxlttb_with_x[True-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
1.9 ms1.9 ms
test_m4_no_x[False-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-5,000-100,000]
CodSpeed Performance Gauge
0%
572.8 µs572.4 µs
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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 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]
CodSpeed Performance Gauge
0%
2.9 ms2.9 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]
CodSpeed Performance Gauge
0%
2.9 ms2.9 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]
CodSpeed Performance Gauge
0%
434.1 µs433.8 µs
test_lttb_with_x[False-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
1.8 ms1.8 ms
test_m4_with_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
940.9 µs940.3 µs
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]
CodSpeed Performance Gauge
0%
11.7 ms11.7 ms
test_minmax_no_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
608.8 µs608.4 µs
test_minmax_no_x[False-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 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]
CodSpeed Performance Gauge
0%
15.2 ms15.2 ms
test_lttb_no_x[True-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
1.4 ms1.4 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]
CodSpeed Performance Gauge
0%
1.1 ms1.1 ms
test_minmaxlttb_no_x[False-int64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-int64-5,000-100,000]
CodSpeed Performance Gauge
0%
1.9 ms1.9 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]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_lttb_with_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_m4_no_x[True-int64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.7 ms4.7 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]
CodSpeed Performance Gauge
0%
8.9 ms8.9 ms
test_lttb_with_x[True-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int64-1,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 ms
test_minmax_with_x[False-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
5.8 ms5.8 ms
test_m4_no_x[False-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
708 µs707.6 µs
test_minmax_no_x[False-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_m4_no_x[False-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 ms
test_lttb_with_x[False-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 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]
CodSpeed Performance Gauge
0%
2.6 ms2.6 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]
CodSpeed Performance Gauge
0%
2.5 ms2.5 ms
test_minmax_no_x[False-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
5 ms5 ms
test_lttb_no_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-100-100,000]
CodSpeed Performance Gauge
0%
1.2 ms1.2 ms
test_minmaxlttb_with_x[False-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
9.6 ms9.6 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]
CodSpeed Performance Gauge
0%
6.3 ms6.3 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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 ms
test_minmax_with_x[False-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
5 ms5 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
7.3 ms7.3 ms
test_minmaxlttb_with_x[False-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
32.1 ms32.1 ms
test_minmax_with_x[False-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.8 ms4.8 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]
CodSpeed Performance Gauge
0%
13.3 ms13.3 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]
CodSpeed Performance Gauge
0%
13.2 ms13.2 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]
CodSpeed Performance Gauge
0%
8.3 ms8.3 ms
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]
CodSpeed Performance Gauge
0%
2.4 ms2.4 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]
CodSpeed Performance Gauge
0%
6.6 ms6.6 ms
test_m4_no_x[False-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.3 ms2.3 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]
CodSpeed Performance Gauge
0%
12 ms12 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]
CodSpeed Performance Gauge
0%
15.2 ms15.2 ms
test_lttb_no_x[True-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
10.3 ms10.3 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]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_m4_with_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-100-100,000]
CodSpeed Performance Gauge
0%
570.6 µs570.4 µs
test_minmax_with_x[False-float64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
5.7 ms5.7 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]
CodSpeed Performance Gauge
0%
2.2 ms2.2 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]
CodSpeed Performance Gauge
0%
640 µs639.8 µs
test_minmax_no_x[False-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.4 ms2.4 ms
test_minmaxlttb_no_x[False-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
2.6 ms2.6 ms
test_minmaxlttb_no_x[False-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-5,000-100,000]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_minmax_with_x[False-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
867 µs866.8 µs
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]
CodSpeed Performance Gauge
0%
12.1 ms12.1 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_minmax_no_x[False-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 ms
test_lttb_no_x[False-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
8.7 ms8.7 ms
test_minmax_no_x[False-int64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.7 ms4.7 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]
CodSpeed Performance Gauge
0%
1.5 ms1.5 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]
CodSpeed Performance Gauge
0%
3.1 ms3.1 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]
CodSpeed Performance Gauge
0%
4.7 ms4.7 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]
CodSpeed Performance Gauge
0%
2.7 ms2.7 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]
CodSpeed Performance Gauge
0%
4.7 ms4.7 ms
test_m4_no_x[False-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 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]
CodSpeed Performance Gauge
0%
1.3 ms1.3 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]
CodSpeed Performance Gauge
0%
10.3 ms10.3 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]
CodSpeed Performance Gauge
0%
5 ms5 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]
CodSpeed Performance Gauge
0%
1.6 ms1.6 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]
CodSpeed Performance Gauge
0%
1.9 ms1.9 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]
CodSpeed Performance Gauge
0%
3.5 ms3.5 ms
test_m4_with_x[False-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
661.8 µs661.8 µs
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]
CodSpeed Performance Gauge
0%
11.7 ms11.7 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]
CodSpeed Performance Gauge
0%
13.5 ms13.5 ms
test_lttb_no_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float32-100-100,000]
CodSpeed Performance Gauge
0%
999.5 µs999.4 µs
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]
CodSpeed Performance Gauge
0%
15.2 ms15.2 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]
CodSpeed Performance Gauge
0%
4.6 ms4.6 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]
CodSpeed Performance Gauge
0%
10.6 ms10.6 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]
CodSpeed Performance Gauge
0%
4.8 ms4.8 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]
CodSpeed Performance Gauge
0%
13.2 ms13.2 ms
test_lttb_with_x[False-int64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-100-1,000,000]
CodSpeed Performance Gauge
0%
15.2 ms15.2 ms
test_lttb_no_x[True-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
9.1 ms9.1 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]
CodSpeed Performance Gauge
0%
5 ms5 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]
CodSpeed Performance Gauge
0%
2.8 ms2.8 ms
test_lttb_no_x[True-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
10.3 ms10.3 ms
test_lttb_no_x[False-float64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
10.7 ms10.7 ms
test_lttb_no_x[True-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
8.7 ms8.7 ms
test_lttb_with_x[False-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
15.3 ms15.3 ms
test_minmax_with_x[False-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.8 ms2.8 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]
CodSpeed Performance Gauge
0%
2.6 ms2.6 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]
CodSpeed Performance Gauge
0%
12.2 ms12.2 ms
test_lttb_no_x[True-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
10.3 ms10.3 ms
test_m4_no_x[False-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.5 ms4.5 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]
CodSpeed Performance Gauge
0%
10.7 ms10.7 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]
CodSpeed Performance Gauge
0%
10.2 ms10.2 ms
test_minmax_with_x[False-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
3.7 ms3.7 ms
test_minmax_with_x[False-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
1.4 ms1.4 ms
test_minmaxlttb_with_x[False-int32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2 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]
CodSpeed Performance Gauge
0%
1.3 ms1.3 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]
CodSpeed Performance Gauge
0%
4.6 ms4.6 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]
CodSpeed Performance Gauge
0%
8.7 ms8.7 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]
CodSpeed Performance Gauge
0%
12.2 ms12.2 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]
CodSpeed Performance Gauge
0%
12.1 ms12.1 ms
test_minmax_no_x[False-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.3 ms2.3 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]
CodSpeed Performance Gauge
0%
8.7 ms8.7 ms
test_minmax_no_x[False-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
4.6 ms4.6 ms
test_lttb_with_x[True-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
13.3 ms13.3 ms
test_m4_no_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-100-100,000]
CodSpeed Performance Gauge
0%
756 µs756.1 µs
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]
CodSpeed Performance Gauge
0%
11.7 ms11.7 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]
CodSpeed Performance Gauge
0%
11.7 ms11.7 ms
test_minmaxlttb_with_x[False-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
3.5 ms3.5 ms
test_lttb_no_x[False-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
10.3 ms10.3 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]
CodSpeed Performance Gauge
0%
9.1 ms9.1 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]
CodSpeed Performance Gauge
0%
10.6 ms10.6 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]
CodSpeed Performance Gauge
0%
12.4 ms12.4 ms
test_lttb_no_x[True-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
12.4 ms12.4 ms
test_m4_no_x[False-int64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
4.7 ms4.7 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]
CodSpeed Performance Gauge
0%
12 ms12 ms
test_m4_no_x[False-int64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.7 ms4.7 ms
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]
CodSpeed Performance Gauge
0%
5.3 ms5.3 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]
CodSpeed Performance Gauge
0%
10.2 ms10.3 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]
CodSpeed Performance Gauge
0%
13.5 ms13.5 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]
CodSpeed Performance Gauge
0%
13.2 ms13.3 ms
test_m4_with_x[False-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
5.4 ms5.4 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]
CodSpeed Performance Gauge
0%
4.7 ms4.7 ms
test_m4_with_x[False-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-5,000-1,000,000]
CodSpeed Performance Gauge
0%
3.2 ms3.2 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]
CodSpeed Performance Gauge
0%
15.3 ms15.3 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]
CodSpeed Performance Gauge
0%
5.7 ms5.7 ms
test_lttb_with_x[True-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
13.3 ms13.3 ms
test_minmaxlttb_with_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
1.6 ms1.6 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]
CodSpeed Performance Gauge
0%
1.9 ms1.9 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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 ms
test_m4_with_x[False-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int64-1,000-100,000]
CodSpeed Performance Gauge
0%
1 ms1 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]
CodSpeed Performance Gauge
0%
1.4 ms1.4 ms
test_m4_no_x[False-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
801.1 µs801.4 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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 ms
test_m4_with_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
701.1 µs701.5 µs
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]
CodSpeed Performance Gauge
0%
10.2 ms10.2 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]
CodSpeed Performance Gauge
0%
1.6 ms1.6 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]
CodSpeed Performance Gauge
0%
2.5 ms2.5 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]
CodSpeed Performance Gauge
0%
5.1 ms5.1 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]
CodSpeed Performance Gauge
0%
13.3 ms13.3 ms
test_lttb_no_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
1.3 ms1.3 ms
test_lttb_with_x[False-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
13.3 ms13.3 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]
CodSpeed Performance Gauge
0%
2.4 ms2.4 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]
CodSpeed Performance Gauge
0%
11.9 ms12 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
13.4 ms13.4 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]
CodSpeed Performance Gauge
0%
34.5 ms34.6 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]
CodSpeed Performance Gauge
0%
1.1 ms1.1 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]
CodSpeed Performance Gauge
0%
1.1 ms1.1 ms
test_lttb_no_x[True-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-1,000-100,000]
CodSpeed Performance Gauge
0%
1.1 ms1.1 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]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_m4_no_x[False-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int64-5,000-1,000,000]
CodSpeed Performance Gauge
0%
4.9 ms4.9 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]
CodSpeed Performance Gauge
0%
4.7 ms4.7 ms
test_m4_no_x[True-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
4.6 ms4.6 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]
CodSpeed Performance Gauge
0%
5 ms5 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]
CodSpeed Performance Gauge
0%
1.3 ms1.3 ms
test_minmax_no_x[True-float64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
4.6 ms4.6 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]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_m4_no_x[False-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-100-100,000]
CodSpeed Performance Gauge
0%
495.9 µs496.5 µs
test_minmax_no_x[True-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 ms
test_minmax_with_x[False-int64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-int64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
5.1 ms5.1 ms
test_m4_no_x[False-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-int32-1,000-100,000]
CodSpeed Performance Gauge
0%
535.7 µs536.4 µs
test_minmaxlttb_no_x[True-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.7 ms2.8 ms
test_minmax_no_x[False-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-1,000-100,000]
CodSpeed Performance Gauge
0%
803.8 µs804.9 µs
test_lttb_no_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
1.2 ms1.2 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]
CodSpeed Performance Gauge
0%
2.7 ms2.7 ms
test_lttb_no_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-float32-100-100,000]
CodSpeed Performance Gauge
0%
1 ms1 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]
CodSpeed Performance Gauge
0%
1.9 ms1.9 ms
test_lttb_no_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_m4_no_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
603.3 µs604.3 µs
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]
CodSpeed Performance Gauge
0%
1.9 ms1.9 ms
test_lttb_with_x[True-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float64-5,000-100,000]
CodSpeed Performance Gauge
0%
2 ms2.1 ms
test_lttb_with_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-float32-100-100,000]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_m4_with_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int32-100-100,000]
CodSpeed Performance Gauge
0%
794.8 µs796.3 µs
test_m4_with_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-100-100,000]
CodSpeed Performance Gauge
0%
1 ms1 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]
CodSpeed Performance Gauge
0%
2.2 ms2.2 ms
test_minmaxlttb_no_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-100-100,000]
CodSpeed Performance Gauge
0%
994.4 µs996.7 µs
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]
CodSpeed Performance Gauge
0%
4.8 ms4.8 ms
test_lttb_no_x[True-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_no_x[True-int64-100-100,000]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_minmax_no_x[True-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.6 ms4.6 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]
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_m4_with_x[True-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
3.4 ms3.4 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]
CodSpeed Performance Gauge
0%
1.7 ms1.7 ms
test_m4_no_x[True-float64-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-100-1,000,000]
CodSpeed Performance Gauge
0%
4.6 ms4.6 ms
test_minmax_no_x[False-int64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[False-int64-100-100,000]
CodSpeed Performance Gauge
0%
744.8 µs747 µs
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]
CodSpeed Performance Gauge
0%
2.6 ms2.6 ms
test_m4_no_x[True-float32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.4 ms2.4 ms
test_minmax_with_x[True-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
3.7 ms3.7 ms
test_minmax_no_x[True-int64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-1,000-1,000,000]
CodSpeed Performance Gauge
0%
4.8 ms4.8 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]
CodSpeed Performance Gauge
0%
2 ms2 ms
test_m4_no_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float64-100-100,000]
CodSpeed Performance Gauge
0%
635.4 µs637.7 µs
test_minmax_with_x[True-int32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int32-100-1,000,000]
CodSpeed Performance Gauge
0%
2.8 ms2.8 ms
test_m4_no_x[True-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-1,000-1,000,000]
CodSpeed Performance Gauge
0%
2.5 ms2.5 ms
test_lttb_with_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[False-float64-100-100,000]
CodSpeed Performance Gauge
0%
1.7 ms1.7 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]
CodSpeed Performance Gauge
0%
4.9 ms4.9 ms
test_minmaxlttb_with_x[False-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-100-1,000,000]
CodSpeed Performance Gauge
0%
3.4 ms3.4 ms
test_lttb_with_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_lttb_with_x[True-int32-100-100,000]
CodSpeed Performance Gauge
0%
1.8 ms1.8 ms
test_minmax_no_x[True-float64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
4.9 ms4.9 ms
test_minmax_no_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-100-100,000]
CodSpeed Performance Gauge
-1%
388.3 µs390.3 µs
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]
CodSpeed Performance Gauge
-1%
1.8 ms1.8 ms
test_minmax_with_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[False-float32-100-100,000]
CodSpeed Performance Gauge
-1%
576 µs579.2 µs
test_minmaxlttb_no_x[False-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float64-100-100,000]
CodSpeed Performance Gauge
-1%
974 µs979.7 µs
test_m4_with_x[True-float64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-float64-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
8.7 ms8.8 ms
test_m4_no_x[True-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
2.7 ms2.7 ms
test_minmax_no_x[True-int64-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int64-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
5 ms5.1 ms
test_minmax_with_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-100-100,000]
CodSpeed Performance Gauge
-1%
908 µs914.2 µs
test_minmax_no_x[True-float32-100-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-100-1,000,000]
CodSpeed Performance Gauge
-1%
2.4 ms2.4 ms
test_m4_no_x[True-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
2.5 ms2.6 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]
CodSpeed Performance Gauge
-1%
5.6 ms5.6 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]
CodSpeed Performance Gauge
-1%
691.6 µs698.9 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]
CodSpeed Performance Gauge
-1%
1.6 ms1.6 ms
test_minmax_no_x[True-int32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
2.9 ms2.9 ms
test_minmaxlttb_no_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float32-100-100,000]
CodSpeed Performance Gauge
-1%
774.9 µs784.9 µs
test_minmaxlttb_with_x[True-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[True-float64-1,000-100,000]
CodSpeed Performance Gauge
-1%
24.8 ms25.1 ms
test_minmax_no_x[True-float32-5,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-5,000-1,000,000]
CodSpeed Performance Gauge
-1%
2.7 ms2.8 ms
test_minmaxlttb_with_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-100-100,000]
CodSpeed Performance Gauge
-1%
1.2 ms1.2 ms
test_minmax_no_x[True-float64-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-100-100,000]
CodSpeed Performance Gauge
-1%
631.4 µs640.7 µs
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]
CodSpeed Performance Gauge
-1%
8.3 ms8.4 ms
test_m4_no_x[True-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-100-100,000]
CodSpeed Performance Gauge
-2%
386.2 µs392.2 µs
test_m4_no_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int32-100-100,000]
CodSpeed Performance Gauge
-2%
519.1 µs528 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]
CodSpeed Performance Gauge
-2%
793 µs807 µs
test_m4_no_x[True-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-1,000-100,000]
CodSpeed Performance Gauge
-2%
424.6 µs432.6 µs
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]
CodSpeed Performance Gauge
-2%
6.2 ms6.3 ms
test_minmax_no_x[True-int32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-int32-100-100,000]
CodSpeed Performance Gauge
-2%
521.5 µs532.7 µs
test_minmaxlttb_no_x[True-int64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int64-1,000-1,000,000]
CodSpeed Performance Gauge
-2%
8.3 ms8.5 ms
test_minmax_no_x[True-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-1,000-100,000]
CodSpeed Performance Gauge
-2%
456.6 µs467.7 µs
test_m4_no_x[True-int64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-int64-5,000-100,000]
CodSpeed Performance Gauge
-2%
937.2 µs960.2 µs
test_minmaxlttb_no_x[True-int32-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-int32-1,000-1,000,000]
CodSpeed Performance Gauge
-3%
6.3 ms6.5 ms
test_m4_with_x[True-int64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_with_x[True-int64-1,000-100,000]
CodSpeed Performance Gauge
-3%
1.7 ms1.7 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]
CodSpeed Performance Gauge
-3%
24 ms24.7 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]
CodSpeed Performance Gauge
-3%
809.7 µs832.9 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]
CodSpeed Performance Gauge
-3%
587 µs604.4 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]
CodSpeed Performance Gauge
-3%
712.5 µs733.7 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]
CodSpeed Performance Gauge
-3%
653.3 µs672.9 µs
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]
CodSpeed Performance Gauge
-3%
4.8 ms4.9 ms
test_minmax_with_x[True-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-float64-1,000-100,000]
CodSpeed Performance Gauge
-3%
1.7 ms1.7 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]
CodSpeed Performance Gauge
-3%
155.1 ms160.1 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]
CodSpeed Performance Gauge
-3%
20.2 ms20.9 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]
CodSpeed Performance Gauge
-3%
1.1 ms1.1 ms
test_minmaxlttb_no_x[True-float64-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[True-float64-1,000-100,000]
CodSpeed Performance Gauge
-3%
4.3 ms4.4 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]
CodSpeed Performance Gauge
-3%
24.3 ms25.2 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]
CodSpeed Performance Gauge
-4%
23.6 ms24.5 ms
test_minmax_no_x[True-float64-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float64-5,000-100,000]
CodSpeed Performance Gauge
-4%
963.2 µs999.4 µs
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]
CodSpeed Performance Gauge
-4%
4.4 ms4.5 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]
CodSpeed Performance Gauge
-4%
890.3 µs924.7 µs
test_minmaxlttb_no_x[False-float32-100-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_no_x[False-float32-100-100,000]
CodSpeed Performance Gauge
-4%
719.4 µs747.9 µs
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]
CodSpeed Performance Gauge
-4%
20.4 ms21.2 ms
test_m4_no_x[True-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_m4_no_x[True-float32-5,000-100,000]
CodSpeed Performance Gauge
-5%
576.4 µs605.8 µs
test_minmax_no_x[True-float32-5,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmax_no_x[True-float32-5,000-100,000]
CodSpeed Performance Gauge
-5%
748.7 µs789 µs
test_minmaxlttb_with_x[False-int32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-int32-1,000-100,000]
CodSpeed Performance Gauge
-5%
3.7 ms4 ms
test_minmaxlttb_with_x[False-float32-1,000-100,000]
tests/benchmarks/test_downsamplers.py::test_minmaxlttb_with_x[False-float32-1,000-100,000]
CodSpeed Performance Gauge
-6%
3.6 ms3.8 ms
test_minmax_with_x[True-int64-1,000-1,000,000]
tests/benchmarks/test_downsamplers.py::test_minmax_with_x[True-int64-1,000-1,000,000]
CodSpeed Performance Gauge
-6%
5.9 ms6.3 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]
CodSpeed Performance Gauge
-6%
2.6 ms2.8 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]
CodSpeed Performance Gauge
-7%
4.3 ms4.6 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]
CodSpeed Performance Gauge
-7%
5.7 ms6.2 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]
CodSpeed Performance Gauge
-7%
4.2 ms4.5 ms

Commits

Click on a commit to change the comparison range
Base
main
c3c25da
-13.7%
perf: use Zip instead of manual for loop
0e1c696
2 years ago
by jvdd
© 2025 CodSpeed Technology
Home Terms Privacy Docs