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GeorgeSeif/modin_table.csv

Last active December 1, 2019 10:26
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modin_table.csv
Operation Pandas Time Modin Time Speedup
pd.read_csv('esea_master_dmg_demos.part1.csv') 8.38 3.22 2.6
pd.concat([df for _ in range(5)]) 3.56 0.041 86.83
df.groupby(by='wp_type') 0.00029 0.059 0.0049
df.fillna(value=0) 1.8 0.21 8.57
df.dropna() 1.24 1.71 0.73
df.count() 1.09 0.046 23.70
df.drop_duplicates() 7.68 13.38 0.57
df.describe() 1.30 4.69 0.28
df['seconds'].max() 0.015 0.26 0.058
df.isnull() 0.998 0.012 83.17
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