pythonwhat
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Better support to check pandas chains
Up till now, pythonwhat
does not bother with 'package specific' support for testing python scripts. The pandas
package, however, is extremely commonly used across a wide range of Python courses, as it is the basis package for almost any data analysis with tabular data. Currently, you can test chains of pandas calls with pythowhat
, but the support is far from great. There are no elegant ways to allow for both of these solutions, for example:
df.group_by('[b]').mean()
df.group_by('b').mean()
Or for these solutions
df = pd.DataFrame({'a': [1, 2, 3]})
# select the column a
df['a']
df.a
We should carefully think about additional functions we could add to the pythonwhat API to robustly check whether a student did the correct data manipulation operations. I have no idea what it could possibly look like, but the impact could be huge both in terms of CD productivity and SCT quality.