Datachecks

What's Changed
* docs: update validation docs by subhankarb in https://github.com/waterdipai/datachecks/pull/125
* docs: fix docs failure by datageek00 in https://github.com/waterdipai/datachecks/pull/127
* fix(dashboard): type decimal is not json serializable in html report generation by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/129
* build(deps): bump urllib3 from 1.26.17 to 1.26.18 by dependabot in https://github.com/waterdipai/datachecks/pull/130
* build(deps): bump babel/traverse from 7.23.0 to 7.23.2 in /ui by dependabot in https://github.com/waterdipai/datachecks/pull/131


**Full Changelog**: https://github.com/waterdipai/datachecks/compare/v0.2.3...v0.2.4

What's Changed

Features
* feat(metrics): implemented sum metric + tests by niyasrad in https://github.com/waterdipai/datachecks/pull/109
* feat(datasource): aws redshift datasource by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/122
* feat(metrics): implemented standard deviation + tests by niyasrad in https://github.com/waterdipai/datachecks/pull/108
* feat(validation): metric validation framework by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/107
* feat: add initial dashboard framework by datageek00 in https://github.com/waterdipai/datachecks/pull/116

Bug Fix
* fix(dashboard): html report slack icon should route to slack by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/121

Build Fix
* build(deps): bump cryptography from 41.0.3 to 41.0.4 by dependabot in https://github.com/waterdipai/datachecks/pull/103
* build(deps): bump urllib3 from 1.26.16 to 1.26.17 by dependabot in https://github.com/waterdipai/datachecks/pull/114
* build(deps): bump webpack from 5.53.0 to 5.76.0 in /ui by dependabot in https://github.com/waterdipai/datachecks/pull/117

Documentation
* docs: update readme.md file by datageek00 in https://github.com/waterdipai/datachecks/pull/120




**Full Changelog**: https://github.com/waterdipai/datachecks/compare/v0.2.2...v0.2.3

What's Changed
Features
* feat(metric): implemented null count calculation by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/72
* feat(metrics): implemented distinct count with tests by niyasrad in https://github.com/waterdipai/datachecks/pull/67
* feat(metric): implemented null percentage calculation by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/76
* feat: add bigquery data source by datageek00 in https://github.com/waterdipai/datachecks/pull/79
* feat: add databricks data source by datageek00 in https://github.com/waterdipai/datachecks/pull/82
* feat: add elasticsearch data source by datageek00 in https://github.com/waterdipai/datachecks/pull/83
* feat(metrics): added empty-string-count and tests by niyasrad in https://github.com/waterdipai/datachecks/pull/78
* feat: add mysql data source by datageek00 in https://github.com/waterdipai/datachecks/pull/84
* feat(metrics): implemented empty-string-percentage metric and tests by niyasrad in https://github.com/waterdipai/datachecks/pull/85


Bug Fix
* fix(metric): the metric configuration filters does not apply by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/93
* fix(import): modules to import isn't being identifiable by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/95
* fix(metrics): round function in average and variance metric by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/97
* fix(metric): field_name not being accepted in open-search and elastic-search in freshness metric by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/96
* fix(datasource): included qualified_table_name to all table calls by niyasrad in https://github.com/waterdipai/datachecks/pull/87


Documentation Improvement
* docs: fix the issue link by fabriciodadosbr in https://github.com/waterdipai/datachecks/pull/88
* docs: add slack channel to readme by datageek00 in https://github.com/waterdipai/datachecks/pull/94
* docs: update metric configurations by datageek00 in https://github.com/waterdipai/datachecks/pull/98
* docs: added tracking for docs by subhankarb in https://github.com/waterdipai/datachecks/pull/99
* docs: update website-docs by PULAK0717 in https://github.com/waterdipai/datachecks/pull/73

New Contributors
* PULAK0717 made their first contribution in https://github.com/waterdipai/datachecks/pull/73
* fabriciodadosbr made their first contribution in https://github.com/waterdipai/datachecks/pull/88

**Full Changelog**: https://github.com/waterdipai/datachecks/compare/v0.2.1...v0.2.2

What's Changed
* fix: added better error handle for inpect run by datageek00 in https://github.com/waterdipai/datachecks/pull/47
* feat: add CLI output for metrics by datageek00 in https://github.com/waterdipai/datachecks/pull/58
* docs: add getting started page by datageek00 in https://github.com/waterdipai/datachecks/pull/60
* feat(metric): numeric metric variance calculation by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/56
* fix: add postgres schema name in create engine by datageek00 in https://github.com/waterdipai/datachecks/pull/62
* docs: update configuration documentation by datageek00 in https://github.com/waterdipai/datachecks/pull/63
* docs: Update usage_analytics by datageek00 in https://github.com/waterdipai/datachecks/pull/64
* feat(metric): implement combined metric by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/65
* feat(metric): implemented duplicate count calculation by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/66
* feat: update cli table output by WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/70


**Full Changelog**: https://github.com/waterdipai/datachecks/compare/v0.2.0...v0.2.1

What's Changed
Feature

* Automatic field profiling for SQL and Search Index data source. The automatic profiler will discover all the tables, indices, and fields for a given dataset. And will generate metrics for all the numeric and text fields
* Added numeric distribution metric for the average value.
* Added numeric distribution metric for minimum value.

New Contributors
* niyasrad made their first contribution in https://github.com/waterdipai/datachecks/pull/25
* WeryZebra-Yue made their first contribution in https://github.com/waterdipai/datachecks/pull/39

**Full Changelog**: https://github.com/waterdipai/datachecks/compare/v0.1.2...v0.2.0

What's Changed
* Add support for the freshness metric
* Add support for opensearch data source

New Contributors
* subhankarb made their first contribution in https://github.com/waterdipai/datachecks/pull/1
* dependabot made their first contribution in https://github.com/waterdipai/datachecks/pull/8
* datageek00 made their first contribution in https://github.com/waterdipai/datachecks/pull/10

**Full Changelog**: https://github.com/waterdipai/datachecks/commits/v0.1.2