sdv-dev / SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.
https://docs.sdv.dev/sdmetrics
MIT License
210 stars 45 forks source link

Add `DataValidity` property #486

Closed R-Palazzo closed 1 year ago

R-Palazzo commented 1 year ago

CU-86ayg9qx7 Resolve #467

The visualization is:

Screenshot 2023-10-31 at 08 28 07

@frances-h, @npatki

codecov-commenter commented 1 year ago

Codecov Report

Attention: 2 lines in your changes are missing coverage. Please review.

Comparison is base (960e4a8) 77.83% compared to head (58cb42b) 78.23%.

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Additional details and impacted files ```diff @@ Coverage Diff @@ ## diagnostic_report_updates #486 +/- ## ============================================================= + Coverage 77.83% 78.23% +0.39% ============================================================= Files 100 102 +2 Lines 3574 3625 +51 ============================================================= + Hits 2782 2836 +54 + Misses 792 789 -3 ``` | [Files](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None) | Coverage Δ | | |---|---|---| | [...etrics/reports/multi\_table/\_properties/\_\_init\_\_.py](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvbXVsdGlfdGFibGUvX3Byb3BlcnRpZXMvX19pbml0X18ucHk=) | `100.00% <100.00%> (ø)` | | | [...s/reports/multi\_table/\_properties/data\_validity.py](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvbXVsdGlfdGFibGUvX3Byb3BlcnRpZXMvZGF0YV92YWxpZGl0eS5weQ==) | `100.00% <100.00%> (ø)` | | | [...trics/reports/single\_table/\_properties/\_\_init\_\_.py](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvc2luZ2xlX3RhYmxlL19wcm9wZXJ0aWVzL19faW5pdF9fLnB5) | `100.00% <100.00%> (ø)` | | | [.../reports/single\_table/\_properties/column\_shapes.py](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvc2luZ2xlX3RhYmxlL19wcm9wZXJ0aWVzL2NvbHVtbl9zaGFwZXMucHk=) | `94.87% <ø> (+12.82%)` | :arrow_up: | | [.../reports/single\_table/\_properties/data\_validity.py](https://app.codecov.io/gh/sdv-dev/SDMetrics/pull/486?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvc2luZ2xlX3RhYmxlL19wcm9wZXJ0aWVzL2RhdGFfdmFsaWRpdHkucHk=) | `95.45% <95.45%> (ø)` | |

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