Benchmark history

Raw Data

<Client: 'tcp://127.0.0.1:38349' processes=10 threads=10, memory=540.94 GB>
Distributed Version: 2021.01.1+6.g1297b18f
simple
5.454e-01 +/- 2.641e-02
shuffle
2.215e+01 +/- 4.902e-01
rand_access
1.042e-02 +/- 9.548e-04
anom_mean
9.939e+01 +/- 6.584e-01

Raw Values

simple
[0.53573561 0.5384891 0.54738355 0.51862574 0.58850098 0.53292918
0.52883339 0.56189132 0.50926948 0.59283137]
shuffle
[21.23040867 21.82257533 21.38997912 22.34853411 22.75576568 22.50786567
22.24655962 22.1349864 22.38080192 22.67423654]
rand_access
[0.00775576 0.01111841 0.01062894 0.01040506 0.0110631 0.01011705
0.01130056 0.01072717 0.0103631 0.01075006]
anom_mean
[ 98.0356462 99.024647 98.77229333 100.07487249 99.78989363
99.75614738 99.09710717 100.0565834 99.12686706 100.17932487]

Dask Profiles

• Shuffle
  Profile
• Random Access
  Profile
• Simple
  Profile
• Anom
  Mean

Scheduler Execution Graph