sassoftware / sassoftware/python-swat

fillna() on CAS column not working

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Dominant language
Python
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Description

If I create a CAS table with missing values...

import pandas as pd
import numpy as np

df = pd.DataFrame(dict(amount=[35,40], tip=[3.5,np.nan]))

tbl = conn.upload_frame(df, casout=dict(name="test", caslib="casuser", replace=True))

...the .fillna() method does not replace the missing values:

tbl2 = tbl
tbl2['test'] = tbl2['tip].fillna(0)

image

tbl3 = tbl
tbl3['test'] = tbl3['tip'].fillna(0, inplace=True)

image

Is there any workaround? In this case, I want to add amount with tip and save the result in total_amount:

tbl['total_amount'] = tbl['amount'] + tbl['tip'].fillna(0)

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the fillna() behavior on the CAS column in the upload_frame example, comparing the assignment and inplace forms shown in the issue. Reproduce the missing tip value, then verify that filling it with 0 allows amount and tip to produce total_amount.

Written by the indexing model from the issue text.

Assessment

Tech stack
numpy, pandas, python
Domain
data, database
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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