v0.6.25

whylogs release v0.6.25

Hi everyone! We’ve now released whylogs 0.6.25 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Update license classifier to match license #429 [@jamie256]
• Change total row number computation #427 [@pecop2]
• Constraints example notebook #417 [@pecop2]
• Bump version to release 0.6.24 #426 [@github-actions]
• MultiColumn Value Constraints #413 [@MilenaTrajanoska]

v0.6.24

whylogs release v0.6.24

Hi everyone! We’ve now released whylogs 0.6.24 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• SummaryConstraint: Table shape constraints #398 [@pecop2]
• Integrate wheel smoke test into standard CI workflow. #422 [@richard-rogers]
• Update dependencies, align python support with test matrix #421 [@jamie256]

v0.6.23

whylogs release v0.6.23

Hi everyone! We’ve now released whylogs 0.6.23 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• remove scikit-learn from install dependencies, update lock file #418 [@jamie256]
• SummaryConstraints: Distributional Measures Constraints #397 [@MilenaTrajanoska]
• Implemented approximateEntropyBetweenConstraint #394 [@MilenaTrajanoska]
• SummaryConstraint: columnValuesTypeEqualsConstraint and columnValuesTypeInSetConstraint #393 [@MilenaTrajanoska]
• Implemented columnValuesNotNullConstraint #392 [@MilenaTrajanoska]

v0.6.22

whylogs release v0.6.22

Hi everyone! We’ve now released whylogs 0.6.22 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Implemented columnMostCommonValueInSetConstraint #390 [@MilenaTrajanoska]
• Java release CI #410 [@richard-rogers]
• Dependency updates only (poetry.lock) #409 [@jamie256]

🐛 Bug Fixes

• Fix MLFlow example #412 [@jamie256]

v0.6.21

whylogs release v0.6.21

Hi everyone! We’ve now released whylogs 0.6.21 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

🐛 Bug Fixes

• Add missing jsonschema dependency, add requests, relax python range #408 [@jamie256]

v0.6.20

whylogs release v0.6.20

Hi everyone! We’ve now released whylogs 0.6.20 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• SummaryConstraint: columnUniqueValueCountBetweenConstraint, columnUniqueValueProportionBetweenConstraint #391 [@MilenaTrajanoska]
• ValueConstraint: Datetime/json constraints #387 [@pecop2]
• Summary Constraint: quantileBetweenConstraint #381 [@MilenaTrajanoska]

🐛 Bug Fixes

• Add shadowJar to build task to fix generating bundled whylogs-spark jar #406 [@jamie256]

v0.6.19

whylogs release v0.6.19

Hi everyone! We’ve now released whylogs 0.6.19 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Remove git submodules in Java workflows #396 [@richard-rogers]
• SummaryConstraint: Assert distinct values in set constraint #379 [@pecop2]
• Bump version to release 0.6.18 #395 [@github-actions]

v0.6.18

whylogs release v0.6.18

Hi everyone! We’ve now released whylogs 0.6.18 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Value Constraint: Contains specific pattern constraint #378 [@MilenaTrajanoska]
• Addresses #385 Bump log4j to 2.16.0 in java package #386 [@jamie256]
• Minor improvement: make session config loading easier to understand #382 [@jamie256]
• Fix typo #384 [@alex-zenml]
• ValueConstraint: Assert column values in set #375 [@pecop2]
• Bump version to release 0.6.17 #377 [@github-actions]

v0.6.17

whylogs release v0.6.17

Hi everyone! We’ve now released whylogs 0.6.17 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Fix broken Java package publishing #376 [@richard-rogers]

v0.6.16

whylogs release v0.6.16

Hi everyone! We’ve now released whylogs 0.6.16 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• GitHub action to publish Java/Scala #370 [@richard-rogers]
• Added 'btwn' operator for constraints on stddev, mean, median #374 [@pecop2]
• Fix version bump workflow #367 [@jamie256]

🐛 Bug Fixes

• Updating log4j dependency #373 [@jamie256]
• Fix strings as arrays pd.isnull bug #372 [@jamie256]