Demonstrating Altair Modin Interoperability

Currently Altair is not interoperable with Modin. Each visualization is created with a Modin and then pandas dataframe for comparison.

python

import modin.pandas as pd
import altair as alt

python

from vega_datasets import data
pandas_cars = data.cars()
modin_cars = pd.DataFrame(data.cars())

python

# Create a visualization with Modin df
alt.Chart(modin_cars).mark_point().encode(
    x='Horsepower',
    y='Miles_per_Gallon',
    color='Origin',
).interactive()

python

# Create a visualization with pandas df
alt.Chart(pandas_cars).mark_point().encode(
    x='Horsepower',
    y='Miles_per_Gallon',
    color='Origin',
).interactive()