v0.6.10

whylogs release v0.6.10

Hi everyone! We’ve now released whylogs 0.6.10 🚀.
whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Bump version to release #343 [@github-actions]

🐛 Bug Fixes

• Enable pickling via protobuf #344 [@naddeoa]

v0.6.9

whylogs release v0.6.9

Hi everyone! We’ve now released whylogs 0.6.9 🚀.
whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Make project name and pipeline name optional parameters for session #342 [@jamie256]
• Update dependencies and support MLFlow 1.20 #341 [@jamie256]
• Remove use of deprecated pandas util.testing.makeDataFrame() #340 [@jamie256]
• Bump version to release #336 [@github-actions]

v0.6.8

whylogs release v0.6.8

Hi everyone! We’ve now released whylogs 0.6.8 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Fix profile viewer scroll on click #334 [@jamie256]
• [API] Simplify WhyLabs writer #333 [@andyndang]
  • Note: this deprecates the data_collection_consent parameter for WriterConfig and start_whylabs_session: use WhyLabs API key instead.
• Update autoflake parameters to remove unused imports #332 [@jamie256]
• Changed MATCH and NOMATCH to use re.compile instead of re.match. Chan… #325 [@FelipeAdachi]
• Bump version to release #329 [@github-actions]

🐛 Bug Fixes

• Fix missing ImagePixelWidth and reduce default set of image tracking #331 [@jamie256]

v0.6.7

whylogs release v0.6.7

Hi everyone! We’ve now released whylogs 0.6.7 🚀.
whylogs is the open source standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Bump version to release #323 [@github-actions]

🐛 Bug Fixes

• Add warning on larger dataframe logging, add perf test and fixture for conditional tests w/ --load #326 [@jamie256]
• Update API token when updated in the env variable and recreate client #327 [@jamie256]

v0.6.6

whylogs release v0.6.6

Hi everyone! We’ve now released whylogs 0.6.6 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• Added MLFlow writer and new flask and sagemaker examples #316 [@jamie256]
• Add regex pattern matching to ValueConstraint #317 [@FelipeAdachi]
• [MIGRATION] Move Java code base to whylogs #318 [@andyndang]
• [IMPROVEMENT] Switch image profiling to using ImageStats #315 [@jamie256]
• Simply dependencies #313 [@andyndang]
• Bump version to release v0.6.5 #309 [@github-actions]

🐛 Bug Fixes

• Fix whylogs init #321 [@jamie256]
• Align segment tag handling in python with java, fix typos in example and tests #319 [@jamie256]

v0.6.5

whylogs release v0.6.5

Hi everyone! We’ve now released whylogs 0.6.5 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

🐛 Bug Fixes

• Fix body of release version bump PR on release process #305 [@lalmei]

✨ Features

• Transport parameters #277 [@lalmei]

v0.6.4

whylogs release v0.6.4

Hi everyone! We’ve now released whylogs 0.6.4 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

🐛 Bug Fixes

• Fix model metric model_type switching and update tests #302 [@jamie256]

v0.6.2 Bug fixes and examples

whylogs release v0.6.2

Hi everyone! We’ve now released whylogs 0.6.2 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽

Get Involved in the revolution:

• 👩‍💻 Contribute to the project via our GitHub
• ❤️ Give us feedback or chat with our team on Slack
• 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account here

This version includes:

✨ Features

• Sagemaker and Flask Example #285 [@lalmei]
• Bump to release #293 [@lalmei]

🐛 Bug Fixes

• Stop JSONifying data. Bump schema minor version to 2 #295 [@andyndang]

🗑 Removal of fields

• Stop tracking frequent numbers. These are tracked by frequent items at the column level as strings, so the data is duplicate for numerical columns

📚 Documentation

• Sagemaker and Flask Example #285 [@lalmei]

v0.6.1 Profile Viewer and Windows Support

whylogs release v0.6.1.

Hi whylogers! We’ve now released whylogs v0.6.1, check it out! 🚀. Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

• 🕵🏼‍♂️ Track and visualize the distributions & summary statistics of data with the whylogs profile viewer. The viewer runs locally and offline.
• 📊 Share your profile viewer with anyone as a single file. .
• 💻 whylogs works natively with the latest Windows OS.
• 📚 Documentation updates: Full documentation can be found at https://docs.whylabs.ai/ or Github https://github.com/whylabs/whylogs/

Get Involved in the revolution.

• 👩‍💻 Contribute to the project: https://github.com/whylabs/whylogs/
• ♥️ Give us feedback or chat with our team on Slack
• 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account here

Detailed changelog bellow:

✨ Features

• View profiles summaries directly from code #273 [@valer-whylabs] [@lalmei]
• Share profile viewer with anyone #273 [@valer-whylabs] [@lalmei]
• whylogs has been updated for windows. [@andyndang ]

🐛 Bug Fixes

• Fix Discrete charts for profile viewer #289 [@valer-whylabs]
• Make sure notebook test run in correct poetry kernel #287 [@lalmei]
• Fix incorrect paths in notebooks #286 [@lalmei]
• Fix UTC timestamps on profiles #284 [@phantomgoose]

📚 Documentation

• Update example notebooks #286 [@lalmei]

🚨 Testing

• Add coverage for profile viewer and constraints #288 [@lalmei]
• Make sure notebook test run in correct poetry kernel #287 [@lalmei]

v0.6.0 Bugs and Patches

whylogs release v0.6.0

Hi everyone! We’ve now released whylogs 0.6.0 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes removing some packages from requirements during installation. Along with minor bug fixes, and updates to documentation.

🐛 Bug Fixes

• Read prediction and target field names from regression metric protobuf #279 [@cswarth]

📚 Documentation

• link to our main docs website #274 [@lalmei]

⬇️ Dependencies

• Removing pyarrow and llvmlite from required dependecies #276 [@lalmei]
• Loosen matplotlib dependency constraint #283 [@lalmei]
• Remove reference package #282 [@lalmei]

🚨 CI

• bump version in tag and mainline and publish distribution #275 [@lalmei]