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Modin

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Modin is a library for unifying the way you interact with your data

Modin can be installed with pip: pip install modin

Pandas on Ray

Pandas on Ray is a library that allows you to effortlessly scale pandas by changing 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.pandas 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!

SQL on Ray

SQL on Ray is currently under development. Coming Soon!

We have implemented a simple example that can be found below. Feedback welcome!

>>> import modin.sql as sql
>>>
>>> conn = sql.connect("db_name")
>>> c = conn.cursor()
>>> c.execute("CREATE TABLE example (col1, col2, column 3, col4)")
>>> c.execute("INSERT INTO example VALUES ('1', 2.0, 'A String of information', True)")
  col1  col2                 column 3  col4
0    1   2.0  A String of information  True

>>> c.execute("INSERT INTO example VALUES ('6', 17.0, 'A String of different information', False)")
  col1  col2                           column 3   col4
0    1   2.0            A String of information   True
1    6  17.0  A String of different information  False

More information and Getting Involved

Latest Releases
Modin 0.1.1
 Jul. 28 2018
Modin-v0.1.0
 Jul. 7 2018