913 ms ± 53.2 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ---- Doing length: 30000000.0 ---- pd Series performance:
1.08
632 ms ± 25.6 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) 612 ms ± 11.4 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) 526 ms ± 17.5 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ---- Doing length: 20000000.0 ---- pd Series performance:
1.05
parapply [4, 8, 16, 24, 48] performance:
1.03
569 ms ± 14.5 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) 426 ms ± 8.72 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) 336 ms ± 39.8 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) 245 ms ± 54.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ---- Doing length: 10000000.0 ---- pd Series performance: