awslabs / awslabs/python-deequ
Store incorrect data with a column where all the reasons for the failure
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Description
I have a requirement to run Data Quality Test So I am using Amazon python-deequ for this. I am able to find the Data Quality Success/Failure Status, but next I want to get all the rows that failed with a column where all the reasons for the failure are logged and Store into another DataFrame/Hive Table.
Thanks
Contributor guide
Research direction
No files, tests, or entry points are identified in the issue. Start by locating the Python API around data-quality check results and determine whether failed rows and failure reasons are exposed; done means returning those rows with a reason column and making them storable in another DataFrame or Hive table.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data-engineering, databases
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100