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clean_and_validate.py script #2

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ttimbers opened this issue Oct 10, 2024 · 0 comments
Open

clean_and_validate.py script #2

ttimbers opened this issue Oct 10, 2024 · 0 comments

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@ttimbers
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ttimbers commented Oct 10, 2024

This script should:

  • take three arguments: data path to wdbc.data, data path to wdbc.names , path to write to
  • step 1: read in wdbc.names and extract column names (this should be a function)
  • step 2: read in wdbc.data and rename columns with column names from step 1 (this should be a function)
  • step 3: clean by dropping ID column, relabelling class column labels (this should be in a function)
  • step 4: validate data (using greatexpectations or just exceptions) (this should be a function)
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