Resampler supported APIsΒΆ

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 Snowpark for the method in the left column.

Note

Y stands for yes, i.e., supports distributed implementation, N stands for no and API simply errors out, P stands for partial (meaning some parameters may not be supported yet), and D stands for defaults to single node pandas execution via UDF/Sproc. engine and engine_kwargs are always ignored in Snowpark pandas. The execution engine will always be Snowflake.

Indexing, iteration

Resampler method

Snowpark implemented? (Y/N/P/D)

Notes for current implementation

get_group

N

groups

N

indices

Y

__iter__

N

Function application

Resampler method

Snowpark implemented? (Y/N/P/D)

Notes for current implementation

aggregate

N

apply

N

pipe

N

transform

N

Upsampling

Resampler method

Snowpark implemented? (Y/N/P/D)

Missing parameters

Notes for current implementation

asfreq

P

fill_value

bfill

P

limit

ffill

P

limit

fillna

P

limit

Method nearest is not supported.

interpolate

N

nearest

N

Computations / descriptive stats

Resampler method

Snowpark implemented? (Y/N/P/D)

Notes for current implementation

count

Y

first

P

Does not support min_count parameter

last

P

Does not support min_count parameter

max

Y

mean

Y

median

Y

min

Y

nunique

Y

ohlc

N

prod

N

quantile

P

N for list-like q

sem

N

std

P

N if ddof is not 0 or 1

size

Y

sum

Y

var

P

N if ddof is not 0 or 1