pandas Utilities Supported

If you run import modin.pandas as pd, the following operations are available from pd.<op>, e.g. pd.concat. If you do not see an operation that pandas enables and would like to request it, feel free to open an issue. Make sure you tell us your primary use-case so we can make it happen faster!

The following table is structured as follows: The first column contains the method name. The second column is a flag for whether or not there is an implementation in Modin for the method in the left column. Y stands for yes, N stands for no, P stands for partial (meaning some parameters may not be supported yet), and D stands for default to pandas.

Note

Currently, the second column reflects implementation status for Ray and Dask engines. By default, support for a method in the HDK engine could be treated as D unless Notes column contains additional information. Similarly, by default Notes contains information about Ray and Dask engines unless Hdk is explicitly mentioned.

Utility method	Modin Implementation? (Y/N/P/D)	Notes for Current implementation
pd.concat	Y	Hdk: Y but sort and ignore_index` parameters ignored
pd.eval	Y
pd.unique	Y
pd.value_counts	Y	The indices order of resulting object may differ from pandas.
pd.cut	D
pd.to_numeric	D
pd.factorize	D
pd.from_dummies	D
pd.qcut	D
pd.match	D
pd.to_datetime	D
pd.get_dummies	Y
pd.date_range	D
pd.bdate_range	D
pd.to_timedelta	D
pd.options	Y

Other objects & structures

This list is a list of objects not currently distributed by Modin. All of these objects are compatible with the distributed components of Modin. If you are interested in contributing a distributed version of any of these objects, feel free to open a pull request.

• Panel

• Index

• MultiIndex

• CategoricalIndex

• DatetimeIndex

• Timedelta

• Timestamp

• NaT

• PeriodIndex

• Categorical

• Interval

• UInt8Dtype

• UInt16Dtype

• UInt32Dtype

• UInt64Dtype

• SparseDtype

• Int8Dtype

• Int16Dtype

• Int32Dtype

• Int64Dtype

• CategoricalDtype

• DatetimeTZDtype

• IntervalDtype

• PeriodDtype

• RangeIndex

• TimedeltaIndex

• IntervalIndex

• IndexSlice

• TimeGrouper

• Grouper

• array

• Period

• DateOffset

• ExcelWriter

• SparseArray