Modin is the parent project of Pandas on Ray
Modin can be installed with pip: pip install modin
Pandas on Ray is a project designed to effortlessly scale your pandas code requiring a change of only a single line of code
| pandas | Pandas on Ray |
# Normal pandas import
import pandas as pd
df = pd.DataFrame({'col1': [1, 2, 3],
'col2': [1.0, 2.0, 3.0]})
df.sum()
... |
# Pandas on Ray import
import modin.dataframe as pd
df = pd.DataFrame({'col1': [1, 2, 3],
'col2': [1.0, 2.0, 3.0]})
df.sum()
... |
Pandas on Ray is currently for experimental use only. Requests and contributions are welcome!