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Your web browser is out of date.To get the best possible experience using our website we recommend that you upgrade to a newer version of Internet Explorer or Firefox. Click the icon below to download the latest version of I.E. or Firefox.Q:

How to add to a nested list using Dataframe?

I have a Dataframe that is nested and looks like this:
col1 col2 col3
11 2 [‘abc’, ‘efg’]

I want to append something to col3 of each row that would be like this:
col1 col2 col3
11 2 [‘abc’, ‘efg’, ‘8uio’]

I can do that in 2 ways, first, like this:
df = df.withColumn(“col3”, concat(df.col3, [‘8uio’]))

and second like this:
df = df.withColumn(“col3”, concat(df.col3.map(lambda x: x + [8uio])))

How can I append to the list inside a Dataframe using the Dataframe (first example)?
I know this is simple, but I don’t want to transform the original data to the new format, I just want to add to the list on the fly using a Dataframe.

A:

You can use concat_ws in DataFrame.apply, i.e.:
df.withColumn(“col3”, concat_ws(“,”, df.col3.map(lambda x: x + [‘8uio’])))

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