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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

Cleanup SDMetrics to only accept SDV 1.0 metadata format #334

Closed amontanez24 closed 1 year ago

amontanez24 commented 1 year ago

resolves #331

codecov-commenter commented 1 year ago

Codecov Report

Patch coverage: 77.38% and project coverage change: +0.45 :tada:

Comparison is base (786dba9) 75.54% compared to head (af1371f) 75.99%.

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Additional details and impacted files ```diff @@ Coverage Diff @@ ## master #334 +/- ## ========================================== + Coverage 75.54% 75.99% +0.45% ========================================== Files 75 75 Lines 3075 3054 -21 ========================================== - Hits 2323 2321 -2 + Misses 752 733 -19 ``` | [Impacted Files](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None) | Coverage Δ | | |---|---|---| | [sdmetrics/reports/multi\_table/diagnostic\_report.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvbXVsdGlfdGFibGUvZGlhZ25vc3RpY19yZXBvcnQucHk=) | `97.84% <ø> (+2.00%)` | :arrow_up: | | [sdmetrics/reports/multi\_table/quality\_report.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvbXVsdGlfdGFibGUvcXVhbGl0eV9yZXBvcnQucHk=) | `98.13% <ø> (+1.75%)` | :arrow_up: | | [sdmetrics/timeseries/detection.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3RpbWVzZXJpZXMvZGV0ZWN0aW9uLnB5) | `53.65% <25.00%> (ø)` | | | [sdmetrics/timeseries/efficacy/base.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3RpbWVzZXJpZXMvZWZmaWNhY3kvYmFzZS5weQ==) | `41.30% <30.76%> (ø)` | | | [sdmetrics/timeseries/base.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3RpbWVzZXJpZXMvYmFzZS5weQ==) | `41.93% <33.33%> (-1.40%)` | :arrow_down: | | [sdmetrics/demos.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL2RlbW9zLnB5) | `89.28% <100.00%> (+12.36%)` | :arrow_up: | | [...\_table/statistical/cardinality\_shape\_similarity.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL211bHRpX3RhYmxlL3N0YXRpc3RpY2FsL2NhcmRpbmFsaXR5X3NoYXBlX3NpbWlsYXJpdHkucHk=) | `94.28% <100.00%> (+9.84%)` | :arrow_up: | | [...le/statistical/cardinality\_statistic\_similarity.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL211bHRpX3RhYmxlL3N0YXRpc3RpY2FsL2NhcmRpbmFsaXR5X3N0YXRpc3RpY19zaW1pbGFyaXR5LnB5) | `82.14% <100.00%> (+4.87%)` | :arrow_up: | | [sdmetrics/reports/utils.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3JlcG9ydHMvdXRpbHMucHk=) | `99.14% <100.00%> (+0.45%)` | :arrow_up: | | [sdmetrics/single\_table/base.py](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c2RtZXRyaWNzL3NpbmdsZV90YWJsZS9iYXNlLnB5) | `95.08% <100.00%> (+1.23%)` | :arrow_up: | | ... and [1 more](https://codecov.io/gh/sdv-dev/SDMetrics/pull/334?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None) | | Help us with your feedback. Take ten seconds to tell us [how you rate us](https://about.codecov.io/nps?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None). Have a feature suggestion? [Share it here.](https://app.codecov.io/gh/feedback/?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None)

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