Feathr

Latest version: v1.0.0

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1.0.0

* Fix some markdown content render issue on doc site by blrchen in https://github.com/feathr-ai/feathr/pull/1080
* Updates on release guide doc by blrchen in https://github.com/feathr-ai/feathr/pull/1072
* Update local notebooks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1081
* Fix notebook UI issues in Sandbox by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1082
* Minor fix for API cross domain issue by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1083
* Disable paths-ignore for pull-request-target by enya-yx in https://github.com/feathr-ai/feathr/pull/1078
* Improve local sandbox setup and fix registry 404 regression by blrchen in https://github.com/feathr-ai/feathr/pull/1088
* Adjust test status by enya-yx in https://github.com/feathr-ai/feathr/pull/1085
* Update feathr-ui.png in README by blrchen in https://github.com/feathr-ai/feathr/pull/1089
* Add utility to convert avro tensor to tensor format by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1086
* Version bump by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1087
* Fail test jobs with low coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/1091
* Bump version to 1.0.0-rc4 by blrchen in https://github.com/feathr-ai/feathr/pull/1094
* Update the sandbox docker run command in docs to use release tag by blrchen in https://github.com/feathr-ai/feathr/pull/1095
* Shorten GitHub Actions and Workflows names and fix broken links in docs by blrchen in https://github.com/feathr-ai/feathr/pull/1096
* Clean up keys in redis cache created by tests to improve performance by enya-yx in https://github.com/feathr-ai/feathr/pull/1100
* Bump version to 1.0.0 by blrchen in https://github.com/feathr-ai/feathr/pull/1104

**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v1.0.0

1.0.0rc4

What's Changed
* Clean up some links that's referring to LinkedIn by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/872
* Insert test coverage check for python client into github pipeline by enya-yx in https://github.com/feathr-ai/feathr/pull/862
* Create docs on how to update Feathr client and registry, and how to pass credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/818
* Add a custom pytest marker config to pyproject.toml by loomlike in https://github.com/feathr-ai/feathr/pull/786
* fix broken link by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/874
* Separate out snowflake source by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/836
* Decouple build feature code by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/838
* Refining example, add utilities, and fix xdist test error by loomlike in https://github.com/feathr-ai/feathr/pull/794
* Add 'format' arg to get_result_df by loomlike in https://github.com/feathr-ai/feathr/pull/885
* Fix test failure by jaymo001 in https://github.com/feathr-ai/feathr/pull/904
* UI add feature the deletion for projects/features/dataSource by Fendoe in https://github.com/feathr-ai/feathr/pull/909
* Fixing Bugs reported during oncall by jainr in https://github.com/feathr-ai/feathr/pull/908
* Ignore 'registry_utils' in test coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/907
* Update azure_resource_provision.json by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/912
* Exclude pegasus jars and release version by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/913
* Exclude pegasus data files explicitly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/916
* Fix auto-tz casting bug by bozhonghu in https://github.com/feathr-ai/feathr/pull/905
* Support printing features and returning keys when getting features from registry by enya-yx in https://github.com/feathr-ai/feathr/pull/886
* Adding Continuous deployment == ON flag to webapp settings by jainr in https://github.com/feathr-ai/feathr/pull/927
* Add use_env_var flag to client by loomlike in https://github.com/feathr-ai/feathr/pull/923
* Format docs and add tech talks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/931
* Add is_synapse() by loomlike in https://github.com/feathr-ai/feathr/pull/929
* publish fat jar in maven update action by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/935
* Add Spark Configuration Not Applied content by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/928
* Support get online features by composite keys by enya-yx in https://github.com/feathr-ai/feathr/pull/919
* React best practice implementations in ui code by blrchen in https://github.com/feathr-ai/feathr/pull/938
* fix numpy version conflict w/ pyspark by loomlike in https://github.com/feathr-ai/feathr/pull/940
* Add presentation for Feathr community talk by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/941
* Add FIRST aggregation for look up feature by jaymo001 in https://github.com/feathr-ai/feathr/pull/917
* Disable auth if Feathr is deployed with RBAC set to off by Fendoe in https://github.com/feathr-ai/feathr/pull/925
* Update sample notebooks (fraud detection and recommendation examples) to use latest feathr api by loomlike in https://github.com/feathr-ai/feathr/pull/921
* Windoze/spark sql source by windoze in https://github.com/feathr-ai/feathr/pull/839
* Updates on docs to remove out-of-date contents by blrchen in https://github.com/feathr-ai/feathr/pull/950
* Lock python deps version for registry projects by blrchen in https://github.com/feathr-ai/feathr/pull/946
* Add pytest cases and check test coverage for sql-registry and purview… by enya-yx in https://github.com/feathr-ai/feathr/pull/937
* Fix delete entity function bug for 852 by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/952
* Remove hadoop dependency by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/949
* Create new feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/936
* set purview name environment variable in workflow by enya-yx in https://github.com/feathr-ai/feathr/pull/956
* Bug fix - Fraud detection sample notebook chart error. by loomlike in https://github.com/feathr-ai/feathr/pull/948
* Update registry start script to support `REACT_APP_ENABLE_RBAC==false` cases by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/954
* Improve error message for checking feature keys by enya-yx in https://github.com/feathr-ai/feathr/pull/959
* Changed !pip to %pip by ahlag in https://github.com/feathr-ai/feathr/pull/963
* Fix registry to support Source with types other than HDFS by windoze in https://github.com/feathr-ai/feathr/pull/965
* Create Datasource UI and update create feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/969
* Bump version to 0.10.4-rc1 for rc bug bash by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/971
* Registry client support SparkSqlSource by windoze in https://github.com/feathr-ai/feathr/pull/970
* [BUG] zsh: no matches found: feathr[notebook] during pip install feathr[notebook] by ahlag in https://github.com/feathr-ai/feathr/pull/961
* Add a Sandbox for Feathr by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/966
* Add Bacpac creation doc by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/957
* Print out logs for local spark if the job is failed by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/973
* Fix maven publish workflow always skip Gradle publish by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/974
* Lock python deps versions in sql registry by blrchen in https://github.com/feathr-ai/feathr/pull/977
* Updating automated maven publish workflow to work with gradle creds by jainr in https://github.com/feathr-ai/feathr/pull/979
* Fixing Maven Automated Publish by jainr in https://github.com/feathr-ai/feathr/pull/983
* Fix config generation by windoze in https://github.com/feathr-ai/feathr/pull/986
* Fix environment variable read issues and potential bugs by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/980
* Add docs for Sandbox by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/981
* Fix local submission issues. by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/988
* Fix Dimension Type field is required by Fendoe in https://github.com/feathr-ai/feathr/pull/989
* Publish Fat Jar to Blob Storage Steps Decouple and Fix by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/990
* Fix duplicated source check by windoze in https://github.com/feathr-ai/feathr/pull/995
* Adding azure-cosmos-package to databricks spark config by jainr in https://github.com/feathr-ai/feathr/pull/972
* Enable docker workflow to be triggered manually. by windoze in https://github.com/feathr-ai/feathr/pull/997
* NYC sample notebook feature re-name by loomlike in https://github.com/feathr-ai/feathr/pull/991
* Add docs about registry server test and label by enya-yx in https://github.com/feathr-ai/feathr/pull/993
* Revert "Adding azure-cosmos-package to databricks spark config" by blrchen in https://github.com/feathr-ai/feathr/pull/1002
* Update fraud detection sample notebook by loomlike in https://github.com/feathr-ai/feathr/pull/984
* Add additional maven repo url to databricks submission param by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1001
* Hard code json-schema dependency with comment as hot fix by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1004
* Remove use_env_vars arg from FeathrCient by loomlike in https://github.com/feathr-ai/feathr/pull/999
* Resolve pyspark / numpy conflicts by loomlike in https://github.com/feathr-ai/feathr/pull/992
* Fix Hadoop S3 Key settings by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/1007
* Add retry when data loading fails by jaymo001 in https://github.com/feathr-ai/feathr/pull/930
* Fixing documentation error in Synapse sample notebook by jainr in https://github.com/feathr-ai/feathr/pull/1014
* Adding CosmosDb as supported Online Store from deployment template by jainr in https://github.com/feathr-ai/feathr/pull/939
* Adding documentation for azure.cosmos.spark package and managing spark libraries by jainr in https://github.com/feathr-ai/feathr/pull/1013
* Adding dummy entries to feathr_config.yaml file for additional library entries by jainr in https://github.com/feathr-ai/feathr/pull/1012
* Adding guidance for picking optimal SKU for Azure SQL DB by jainr in https://github.com/feathr-ai/feathr/pull/1015
* Refactor config helper to be cleaner by loomlike in https://github.com/feathr-ai/feathr/pull/1011
* Support external/alien MVEL UDF by jaymo001 in https://github.com/feathr-ai/feathr/pull/1018
* Updating various sections of documentation based on customer feedback. by jainr in https://github.com/feathr-ai/feathr/pull/1016
* Revert "Add retry when data loading fails (930)" by jaymo001 in https://github.com/feathr-ai/feathr/pull/1021
* Skip features optionally if feature data is missing by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1019
* Fix bug when SWA feature datapath does not end in daily/hourly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1027
* Skip Anchored and derived features if the feature data is unavailable by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1026
* Upgrade log4j from 1.x to 2.x by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1031
* Add optional retry mechanism if data loading fails by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1034
* Auto Delete Empty Anchors and Sources in SQL Registry by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1023
* Exclude `test_feathr_materialize_to_cosmosdb` from ci Databricks test by blrchen in https://github.com/feathr-ai/feathr/pull/1037
* Add registry endpoint setting description to the quickstart notebook by loomlike in https://github.com/feathr-ai/feathr/pull/1038


**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v0.10.4-rc5

What's Changed
* Clean up some links that's referring to LinkedIn by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/872
* Insert test coverage check for python client into github pipeline by enya-yx in https://github.com/feathr-ai/feathr/pull/862
* Create docs on how to update Feathr client and registry, and how to pass credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/818
* Add a custom pytest marker config to pyproject.toml by loomlike in https://github.com/feathr-ai/feathr/pull/786
* fix broken link by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/874
* Separate out snowflake source by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/836
* Decouple build feature code by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/838
* Refining example, add utilities, and fix xdist test error by loomlike in https://github.com/feathr-ai/feathr/pull/794
* Add 'format' arg to get_result_df by loomlike in https://github.com/feathr-ai/feathr/pull/885
* Fix test failure by jaymo001 in https://github.com/feathr-ai/feathr/pull/904
* UI add feature the deletion for projects/features/dataSource by Fendoe in https://github.com/feathr-ai/feathr/pull/909
* Fixing Bugs reported during oncall by jainr in https://github.com/feathr-ai/feathr/pull/908
* Ignore 'registry_utils' in test coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/907
* Update azure_resource_provision.json by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/912
* Exclude pegasus jars and release version by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/913
* Exclude pegasus data files explicitly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/916
* Fix auto-tz casting bug by bozhonghu in https://github.com/feathr-ai/feathr/pull/905
* Support printing features and returning keys when getting features from registry by enya-yx in https://github.com/feathr-ai/feathr/pull/886
* Adding Continuous deployment == ON flag to webapp settings by jainr in https://github.com/feathr-ai/feathr/pull/927
* Add use_env_var flag to client by loomlike in https://github.com/feathr-ai/feathr/pull/923
* Format docs and add tech talks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/931
* Add is_synapse() by loomlike in https://github.com/feathr-ai/feathr/pull/929
* publish fat jar in maven update action by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/935
* Add Spark Configuration Not Applied content by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/928
* Support get online features by composite keys by enya-yx in https://github.com/feathr-ai/feathr/pull/919
* React best practice implementations in ui code by blrchen in https://github.com/feathr-ai/feathr/pull/938
* fix numpy version conflict w/ pyspark by loomlike in https://github.com/feathr-ai/feathr/pull/940
* Add presentation for Feathr community talk by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/941
* Add FIRST aggregation for look up feature by jaymo001 in https://github.com/feathr-ai/feathr/pull/917
* Disable auth if Feathr is deployed with RBAC set to off by Fendoe in https://github.com/feathr-ai/feathr/pull/925
* Update sample notebooks (fraud detection and recommendation examples) to use latest feathr api by loomlike in https://github.com/feathr-ai/feathr/pull/921
* Windoze/spark sql source by windoze in https://github.com/feathr-ai/feathr/pull/839
* Updates on docs to remove out-of-date contents by blrchen in https://github.com/feathr-ai/feathr/pull/950
* Lock python deps version for registry projects by blrchen in https://github.com/feathr-ai/feathr/pull/946
* Add pytest cases and check test coverage for sql-registry and purview… by enya-yx in https://github.com/feathr-ai/feathr/pull/937
* Fix delete entity function bug for 852 by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/952
* Remove hadoop dependency by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/949
* Create new feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/936
* set purview name environment variable in workflow by enya-yx in https://github.com/feathr-ai/feathr/pull/956
* Bug fix - Fraud detection sample notebook chart error. by loomlike in https://github.com/feathr-ai/feathr/pull/948
* Update registry start script to support `REACT_APP_ENABLE_RBAC==false` cases by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/954
* Improve error message for checking feature keys by enya-yx in https://github.com/feathr-ai/feathr/pull/959
* Changed !pip to %pip by ahlag in https://github.com/feathr-ai/feathr/pull/963
* Fix registry to support Source with types other than HDFS by windoze in https://github.com/feathr-ai/feathr/pull/965
* Create Datasource UI and update create feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/969
* Bump version to 0.10.4-rc1 for rc bug bash by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/971
* Registry client support SparkSqlSource by windoze in https://github.com/feathr-ai/feathr/pull/970
* [BUG] zsh: no matches found: feathr[notebook] during pip install feathr[notebook] by ahlag in https://github.com/feathr-ai/feathr/pull/961
* Add a Sandbox for Feathr by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/966
* Add Bacpac creation doc by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/957
* Print out logs for local spark if the job is failed by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/973
* Fix maven publish workflow always skip Gradle publish by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/974
* Lock python deps versions in sql registry by blrchen in https://github.com/feathr-ai/feathr/pull/977
* Updating automated maven publish workflow to work with gradle creds by jainr in https://github.com/feathr-ai/feathr/pull/979
* Fixing Maven Automated Publish by jainr in https://github.com/feathr-ai/feathr/pull/983
* Fix config generation by windoze in https://github.com/feathr-ai/feathr/pull/986
* Fix environment variable read issues and potential bugs by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/980
* Add docs for Sandbox by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/981
* Fix local submission issues. by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/988
* Fix Dimension Type field is required by Fendoe in https://github.com/feathr-ai/feathr/pull/989
* Publish Fat Jar to Blob Storage Steps Decouple and Fix by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/990
* Fix duplicated source check by windoze in https://github.com/feathr-ai/feathr/pull/995
* Adding azure-cosmos-package to databricks spark config by jainr in https://github.com/feathr-ai/feathr/pull/972
* Enable docker workflow to be triggered manually. by windoze in https://github.com/feathr-ai/feathr/pull/997
* NYC sample notebook feature re-name by loomlike in https://github.com/feathr-ai/feathr/pull/991
* Add docs about registry server test and label by enya-yx in https://github.com/feathr-ai/feathr/pull/993
* Revert "Adding azure-cosmos-package to databricks spark config" by blrchen in https://github.com/feathr-ai/feathr/pull/1002
* Update fraud detection sample notebook by loomlike in https://github.com/feathr-ai/feathr/pull/984
* Add additional maven repo url to databricks submission param by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1001
* Hard code json-schema dependency with comment as hot fix by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1004
* Remove use_env_vars arg from FeathrCient by loomlike in https://github.com/feathr-ai/feathr/pull/999
* Resolve pyspark / numpy conflicts by loomlike in https://github.com/feathr-ai/feathr/pull/992
* Fix Hadoop S3 Key settings by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/1007
* Add retry when data loading fails by jaymo001 in https://github.com/feathr-ai/feathr/pull/930
* Fixing documentation error in Synapse sample notebook by jainr in https://github.com/feathr-ai/feathr/pull/1014
* Adding CosmosDb as supported Online Store from deployment template by jainr in https://github.com/feathr-ai/feathr/pull/939
* Adding documentation for azure.cosmos.spark package and managing spark libraries by jainr in https://github.com/feathr-ai/feathr/pull/1013
* Adding dummy entries to feathr_config.yaml file for additional library entries by jainr in https://github.com/feathr-ai/feathr/pull/1012
* Adding guidance for picking optimal SKU for Azure SQL DB by jainr in https://github.com/feathr-ai/feathr/pull/1015
* Refactor config helper to be cleaner by loomlike in https://github.com/feathr-ai/feathr/pull/1011
* Support external/alien MVEL UDF by jaymo001 in https://github.com/feathr-ai/feathr/pull/1018
* Updating various sections of documentation based on customer feedback. by jainr in https://github.com/feathr-ai/feathr/pull/1016
* Revert "Add retry when data loading fails (930)" by jaymo001 in https://github.com/feathr-ai/feathr/pull/1021
* Skip features optionally if feature data is missing by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1019
* Fix bug when SWA feature datapath does not end in daily/hourly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1027
* Skip Anchored and derived features if the feature data is unavailable by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1026
* Upgrade log4j from 1.x to 2.x by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1031
* Add optional retry mechanism if data loading fails by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1034
* Auto Delete Empty Anchors and Sources in SQL Registry by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/1023
* Exclude `test_feathr_materialize_to_cosmosdb` from ci Databricks test by blrchen in https://github.com/feathr-ai/feathr/pull/1037
* Add registry endpoint setting description to the quickstart notebook by loomlike in https://github.com/feathr-ai/feathr/pull/1038
* Fix sandbox issues and improve experience by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1008
* Fix data sample file link by loomlike in https://github.com/feathr-ai/feathr/pull/1042
* Remove json schema validator by windoze in https://github.com/feathr-ai/feathr/pull/1043
* Fix NPE of MVEL UDFs by jaymo001 in https://github.com/feathr-ai/feathr/pull/1039
* Extend local spark retry timeout by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1046
* Cancel any in progress CI from the same PR, branch when a new CI is triggered by push by blrchen in https://github.com/feathr-ai/feathr/pull/1049
* Fix upload config file issue by enya-yx in https://github.com/feathr-ai/feathr/pull/1044
* Bump rc version number by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1047
* Bump python client and ui version to `0.10.4-rc5` by blrchen in https://github.com/feathr-ai/feathr/pull/1051
* Fix nyc_taxi data utils bug in databricks path by loomlike in https://github.com/feathr-ai/feathr/pull/1050
* Fix 1055 by windoze in https://github.com/feathr-ai/feathr/pull/1056
* Invoke mvelContext for SimpleMvelDerivedFeatures by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1054
* Skip anchored and derived features by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1052
* Suppress error caused by numpy breaking change by windoze in https://github.com/feathr-ai/feathr/pull/1057
* Update jdbc-cosmos-notes.md by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1058
* Remove PRs that will fail due to lack of credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/1060
* Add test cases for sources and sinks by enya-yx in https://github.com/feathr-ai/feathr/pull/1045
* Fix Selected project state should be persisted globally by Fendoe in https://github.com/feathr-ai/feathr/pull/1062
* Add DSL generation api in python client by windoze in https://github.com/feathr-ai/feathr/pull/1029
* Allow empty config by jaymo001 in https://github.com/feathr-ai/feathr/pull/1066
* Add ability to extract features without any type conversion by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/1059
* Feature names conflicts check and auto-correction by enya-yx in https://github.com/feathr-ai/feathr/pull/1024
* Bump version to 1.0.0-rc1 by blrchen in https://github.com/feathr-ai/feathr/pull/1065


**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v1.0.0-rc1

0.10.4rc3

What's Changed
* Clean up some links that's referring to LinkedIn by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/872
* Insert test coverage check for python client into github pipeline by enya-yx in https://github.com/feathr-ai/feathr/pull/862
* Create docs on how to update Feathr client and registry, and how to pass credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/818
* Add a custom pytest marker config to pyproject.toml by loomlike in https://github.com/feathr-ai/feathr/pull/786
* fix broken link by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/874
* Separate out snowflake source by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/836
* Decouple build feature code by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/838
* Refining example, add utilities, and fix xdist test error by loomlike in https://github.com/feathr-ai/feathr/pull/794
* Add 'format' arg to get_result_df by loomlike in https://github.com/feathr-ai/feathr/pull/885
* Fix test failure by jaymo001 in https://github.com/feathr-ai/feathr/pull/904
* UI add feature the deletion for projects/features/dataSource by Fendoe in https://github.com/feathr-ai/feathr/pull/909
* Fixing Bugs reported during oncall by jainr in https://github.com/feathr-ai/feathr/pull/908
* Ignore 'registry_utils' in test coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/907
* Update azure_resource_provision.json by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/912
* Exclude pegasus jars and release version by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/913
* Exclude pegasus data files explicitly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/916
* Fix auto-tz casting bug by bozhonghu in https://github.com/feathr-ai/feathr/pull/905
* Support printing features and returning keys when getting features from registry by enya-yx in https://github.com/feathr-ai/feathr/pull/886
* Adding Continuous deployment == ON flag to webapp settings by jainr in https://github.com/feathr-ai/feathr/pull/927
* Add use_env_var flag to client by loomlike in https://github.com/feathr-ai/feathr/pull/923
* Format docs and add tech talks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/931
* Add is_synapse() by loomlike in https://github.com/feathr-ai/feathr/pull/929
* publish fat jar in maven update action by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/935
* Add Spark Configuration Not Applied content by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/928
* Support get online features by composite keys by enya-yx in https://github.com/feathr-ai/feathr/pull/919
* React best practice implementations in ui code by blrchen in https://github.com/feathr-ai/feathr/pull/938
* fix numpy version conflict w/ pyspark by loomlike in https://github.com/feathr-ai/feathr/pull/940
* Add presentation for Feathr community talk by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/941
* Add FIRST aggregation for look up feature by jaymo001 in https://github.com/feathr-ai/feathr/pull/917
* Disable auth if Feathr is deployed with RBAC set to off by Fendoe in https://github.com/feathr-ai/feathr/pull/925
* Update sample notebooks (fraud detection and recommendation examples) to use latest feathr api by loomlike in https://github.com/feathr-ai/feathr/pull/921
* Windoze/spark sql source by windoze in https://github.com/feathr-ai/feathr/pull/839
* Updates on docs to remove out-of-date contents by blrchen in https://github.com/feathr-ai/feathr/pull/950
* Lock python deps version for registry projects by blrchen in https://github.com/feathr-ai/feathr/pull/946
* Add pytest cases and check test coverage for sql-registry and purview… by enya-yx in https://github.com/feathr-ai/feathr/pull/937
* Fix delete entity function bug for 852 by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/952
* Remove hadoop dependency by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/949
* Create new feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/936
* set purview name environment variable in workflow by enya-yx in https://github.com/feathr-ai/feathr/pull/956
* Bug fix - Fraud detection sample notebook chart error. by loomlike in https://github.com/feathr-ai/feathr/pull/948
* Update registry start script to support `REACT_APP_ENABLE_RBAC==false` cases by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/954
* Improve error message for checking feature keys by enya-yx in https://github.com/feathr-ai/feathr/pull/959
* Changed !pip to %pip by ahlag in https://github.com/feathr-ai/feathr/pull/963
* Fix registry to support Source with types other than HDFS by windoze in https://github.com/feathr-ai/feathr/pull/965
* Create Datasource UI and update create feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/969
* Bump version to 0.10.4-rc1 for rc bug bash by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/971
* Registry client support SparkSqlSource by windoze in https://github.com/feathr-ai/feathr/pull/970
* [BUG] zsh: no matches found: feathr[notebook] during pip install feathr[notebook] by ahlag in https://github.com/feathr-ai/feathr/pull/961
* Add a Sandbox for Feathr by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/966
* Add Bacpac creation doc by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/957
* Print out logs for local spark if the job is failed by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/973
* Fix maven publish workflow always skip Gradle publish by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/974


**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v0.10.4-rc3

0.10.4rc2

What's Changed
* Clean up some links that's referring to LinkedIn by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/872
* Insert test coverage check for python client into github pipeline by enya-yx in https://github.com/feathr-ai/feathr/pull/862
* Create docs on how to update Feathr client and registry, and how to pass credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/818
* Add a custom pytest marker config to pyproject.toml by loomlike in https://github.com/feathr-ai/feathr/pull/786
* fix broken link by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/874
* Separate out snowflake source by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/836
* Decouple build feature code by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/838
* Refining example, add utilities, and fix xdist test error by loomlike in https://github.com/feathr-ai/feathr/pull/794
* Add 'format' arg to get_result_df by loomlike in https://github.com/feathr-ai/feathr/pull/885
* Fix test failure by jaymo001 in https://github.com/feathr-ai/feathr/pull/904
* UI add feature the deletion for projects/features/dataSource by Fendoe in https://github.com/feathr-ai/feathr/pull/909
* Fixing Bugs reported during oncall by jainr in https://github.com/feathr-ai/feathr/pull/908
* Ignore 'registry_utils' in test coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/907
* Update azure_resource_provision.json by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/912
* Exclude pegasus jars and release version by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/913
* Exclude pegasus data files explicitly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/916
* Fix auto-tz casting bug by bozhonghu in https://github.com/feathr-ai/feathr/pull/905
* Support printing features and returning keys when getting features from registry by enya-yx in https://github.com/feathr-ai/feathr/pull/886
* Adding Continuous deployment == ON flag to webapp settings by jainr in https://github.com/feathr-ai/feathr/pull/927
* Add use_env_var flag to client by loomlike in https://github.com/feathr-ai/feathr/pull/923
* Format docs and add tech talks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/931
* Add is_synapse() by loomlike in https://github.com/feathr-ai/feathr/pull/929
* publish fat jar in maven update action by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/935
* Add Spark Configuration Not Applied content by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/928
* Support get online features by composite keys by enya-yx in https://github.com/feathr-ai/feathr/pull/919
* React best practice implementations in ui code by blrchen in https://github.com/feathr-ai/feathr/pull/938
* fix numpy version conflict w/ pyspark by loomlike in https://github.com/feathr-ai/feathr/pull/940
* Add presentation for Feathr community talk by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/941
* Add FIRST aggregation for look up feature by jaymo001 in https://github.com/feathr-ai/feathr/pull/917
* Disable auth if Feathr is deployed with RBAC set to off by Fendoe in https://github.com/feathr-ai/feathr/pull/925
* Update sample notebooks (fraud detection and recommendation examples) to use latest feathr api by loomlike in https://github.com/feathr-ai/feathr/pull/921
* Windoze/spark sql source by windoze in https://github.com/feathr-ai/feathr/pull/839
* Updates on docs to remove out-of-date contents by blrchen in https://github.com/feathr-ai/feathr/pull/950
* Lock python deps version for registry projects by blrchen in https://github.com/feathr-ai/feathr/pull/946
* Add pytest cases and check test coverage for sql-registry and purview… by enya-yx in https://github.com/feathr-ai/feathr/pull/937
* Fix delete entity function bug for 852 by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/952
* Remove hadoop dependency by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/949
* Create new feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/936
* set purview name environment variable in workflow by enya-yx in https://github.com/feathr-ai/feathr/pull/956
* Bug fix - Fraud detection sample notebook chart error. by loomlike in https://github.com/feathr-ai/feathr/pull/948
* Update registry start script to support `REACT_APP_ENABLE_RBAC==false` cases by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/954
* Improve error message for checking feature keys by enya-yx in https://github.com/feathr-ai/feathr/pull/959
* Changed !pip to %pip by ahlag in https://github.com/feathr-ai/feathr/pull/963
* Fix registry to support Source with types other than HDFS by windoze in https://github.com/feathr-ai/feathr/pull/965
* Create Datasource UI and update create feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/969
* Bump version to 0.10.4-rc1 for rc bug bash by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/971
* Registry client support SparkSqlSource by windoze in https://github.com/feathr-ai/feathr/pull/970
* [BUG] zsh: no matches found: feathr[notebook] during pip install feathr[notebook] by ahlag in https://github.com/feathr-ai/feathr/pull/961
* Add a Sandbox for Feathr by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/966
* Add Bacpac creation doc by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/957


**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v0.10.4-rc2

0.10.4rc1

What's Changed
* Clean up some links that's referring to LinkedIn by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/872
* Insert test coverage check for python client into github pipeline by enya-yx in https://github.com/feathr-ai/feathr/pull/862
* Create docs on how to update Feathr client and registry, and how to pass credentials by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/818
* Add a custom pytest marker config to pyproject.toml by loomlike in https://github.com/feathr-ai/feathr/pull/786
* fix broken link by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/874
* Separate out snowflake source by aabbasi-hbo in https://github.com/feathr-ai/feathr/pull/836
* Decouple build feature code by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/838
* Refining example, add utilities, and fix xdist test error by loomlike in https://github.com/feathr-ai/feathr/pull/794
* Add 'format' arg to get_result_df by loomlike in https://github.com/feathr-ai/feathr/pull/885
* Fix test failure by jaymo001 in https://github.com/feathr-ai/feathr/pull/904
* UI add feature the deletion for projects/features/dataSource by Fendoe in https://github.com/feathr-ai/feathr/pull/909
* Fixing Bugs reported during oncall by jainr in https://github.com/feathr-ai/feathr/pull/908
* Ignore 'registry_utils' in test coverage by enya-yx in https://github.com/feathr-ai/feathr/pull/907
* Update azure_resource_provision.json by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/912
* Exclude pegasus jars and release version by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/913
* Exclude pegasus data files explicitly by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/916
* Fix auto-tz casting bug by bozhonghu in https://github.com/feathr-ai/feathr/pull/905
* Support printing features and returning keys when getting features from registry by enya-yx in https://github.com/feathr-ai/feathr/pull/886
* Adding Continuous deployment == ON flag to webapp settings by jainr in https://github.com/feathr-ai/feathr/pull/927
* Add use_env_var flag to client by loomlike in https://github.com/feathr-ai/feathr/pull/923
* Format docs and add tech talks by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/931
* Add is_synapse() by loomlike in https://github.com/feathr-ai/feathr/pull/929
* publish fat jar in maven update action by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/935
* Add Spark Configuration Not Applied content by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/928
* Support get online features by composite keys by enya-yx in https://github.com/feathr-ai/feathr/pull/919
* React best practice implementations in ui code by blrchen in https://github.com/feathr-ai/feathr/pull/938
* fix numpy version conflict w/ pyspark by loomlike in https://github.com/feathr-ai/feathr/pull/940
* Add presentation for Feathr community talk by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/941
* Add FIRST aggregation for look up feature by jaymo001 in https://github.com/feathr-ai/feathr/pull/917
* Disable auth if Feathr is deployed with RBAC set to off by Fendoe in https://github.com/feathr-ai/feathr/pull/925
* Update sample notebooks (fraud detection and recommendation examples) to use latest feathr api by loomlike in https://github.com/feathr-ai/feathr/pull/921
* Windoze/spark sql source by windoze in https://github.com/feathr-ai/feathr/pull/839
* Updates on docs to remove out-of-date contents by blrchen in https://github.com/feathr-ai/feathr/pull/950
* Lock python deps version for registry projects by blrchen in https://github.com/feathr-ai/feathr/pull/946
* Add pytest cases and check test coverage for sql-registry and purview… by enya-yx in https://github.com/feathr-ai/feathr/pull/937
* Fix delete entity function bug for 852 by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/952
* Remove hadoop dependency by rakeshkashyap123 in https://github.com/feathr-ai/feathr/pull/949
* Create new feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/936
* set purview name environment variable in workflow by enya-yx in https://github.com/feathr-ai/feathr/pull/956
* Bug fix - Fraud detection sample notebook chart error. by loomlike in https://github.com/feathr-ai/feathr/pull/948
* Update registry start script to support `REACT_APP_ENABLE_RBAC==false` cases by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/954
* Improve error message for checking feature keys by enya-yx in https://github.com/feathr-ai/feathr/pull/959
* Changed !pip to %pip by ahlag in https://github.com/feathr-ai/feathr/pull/963
* Fix registry to support Source with types other than HDFS by windoze in https://github.com/feathr-ai/feathr/pull/965
* Create Datasource UI and update create feature form by Fendoe in https://github.com/feathr-ai/feathr/pull/969
* Bump version to 0.10.4-rc1 for rc bug bash by Yuqing-cat in https://github.com/feathr-ai/feathr/pull/971
* Registry client support SparkSqlSource by windoze in https://github.com/feathr-ai/feathr/pull/970
* [BUG] zsh: no matches found: feathr[notebook] during pip install feathr[notebook] by ahlag in https://github.com/feathr-ai/feathr/pull/961
* Add a Sandbox for Feathr by xiaoyongzhu in https://github.com/feathr-ai/feathr/pull/966


**Full Changelog**: https://github.com/feathr-ai/feathr/compare/v0.9.0...v0.10.4-rc1

0.10.0rc1

Overview

As of v0.10.0, Feathr team is happy to introduce Online Transform (alpha). You might want to try Online Transform in the following scenarios:

- Featurization source for transformation is only available at inference time.
- Pre-compute features with offline transform might be a waste of storage and compute resources.
- Decouple featurization work off the upstream online system.
- Write Python programs to use the online transformation functions.

**Note:** Only use alpha build for evaluation. Alpha build is intented for early access and feedback, it might not as stable as GA build and might be changed at any time before GA without notice. Please use alpha build at your risk.

Running Feathr Online Transform locally

Feathr Online Transform can be run locally with docker. Please check out details on [README](https://github.com/windoze/piper/blob/main/README.md).

Running Feathr Online Transform on Azure

To deploy Feathr Online Transform to Azure, you need to have a AKS cluseter setup on Azure first. Then follow [README](https://github.com/blrchen/feathr-helm-charts/blob/main/README.md) to deploy helm chart to AKS cluster.

Using Python library

Feathr Online Transform also has a Python library for further development, check out details from [the project site](https://pypi.org/project/feathrpiper/)

Roadmap

- Define transformation once for both online and offline consumption.
- Registry integration
- Java Library

Additional Note

Source code for Online Transform (alpha) are hosted under personal accounts, Feathr team is working on moving these source codes to the official repo but it might take some time.

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