PNDSPY1005

Message pandas.core.series.Series.str.get has a partial mapping because in one scenario it has a different behavior in Snowpark.

Category Warning

Description

This issue appears when the SMA identifies a pandas.core.series.Series.str.get usage. Snowpark pandas offers a partial equivalent, but when it comes to columns with mixed data types the method may not behave as expected. All values within a column must be of the same type.

Scenario

An unsupported use of pandas.core.series.Series.str.get.

Input

The following example shows an unsupported use of pandas.core.series.Series.str.get.

import pandas as pd

s = pd.Series(["String", (1, 2, 3), ["a", "b", "c"], 123, -456, {1: "Hello", "2": "World"}])
print(s.str.get(1))
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Output

The SMA adds the EWI PNDSPY1005 to the output code to indicate that in one scenario it has a different behavior in Snowpark.

from snowflake.snowpark.modin import plugin
import modin.pandas as pd

s = pd.Series(["String", (1, 2, 3), ["a", "b", "c"], 123, -456, {1: "Hello", "2": "World"}])
#EWI: PNDSPY1005 => pandas.core.series.Series.str.get has a partial mapping, because in one scenario it has a different behavior in Snowpark.
print(s.str.get(1))
Copy