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datachecks

datachecks/dcs-core

Open Source Data Quality Monitoring.

16 Releases
Latest: 1y ago
v0.8.3Latest
Ryuk-meRyuk-me·1y ago·April 17, 2025
GitHub

📋 What's Changed

  • fix: oracle schema prefix by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/296
  • chore: version bump to 0.8.3 by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/297
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.8.2...v0.8.3
v0.8.2
Ryuk-meRyuk-me·1y ago·April 16, 2025
GitHub

📋 What's Changed

  • feat: bigquery query table/columns names with schema prefix by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/292
  • chore: version bump to 0.8.2 by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/294
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.8.1...v0.8.2
v0.8.1
Ryuk-meRyuk-me·1y ago·April 15, 2025
GitHub

📋 What's Changed

  • feat: get column/tables details from query, quoted columns/tables/database by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/290
  • chore: version bump to 0.8.1 by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/291
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.8.0...v0.8.1
Version 0.8.0v0.8.0
subhankarbsubhankarb·1y ago·February 13, 2025
GitHub

📋 What's Changed

  • fix: sybase IQ driver & sql connection engine dispose by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/282
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.7.0...v0.8.0
v0.5.0
subhankarbsubhankarb·1y ago·October 29, 2024
GitHub

New Feature

  • feat: Oracle integration by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/258
  • feat: add delta validation by @subhankarb in https://github.com/datachecks/dcs-core/pull/261
  • feat: ibm-db2 integration by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/262

🐛 Fix

  • fix: mssql database connect by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/260

🔒 Security

  • build(deps): bump snowflake-connector-python from 3.12.2 to 3.12.3 by @dependabot in https://github.com/datachecks/dcs-core/pull/264
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.4.0...v0.5.0
v0.4.0
subhankarbsubhankarb·1y ago·September 30, 2024
GitHub

New Features

  • feat: add spark integration support by @subhankarb in https://github.com/datachecks/dcs-core/pull/207
  • feat: [DCS-210] add count_uuid and percent_uuid functions by @subhankarb in https://github.com/datachecks/dcs-core/pull/211
  • feat: [DCS-222] add valid/invalid values validity functions by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/214
  • feat: [DCS-220] add count_usa_phone and percent_usa_phone functions by @ashank2603 in https://github.com/datachecks/dcs-core/pull/221
  • feat: [DCS-225] add count_email and percent_email functions by @ashank2603 in https://github.com/datachecks/dcs-core/pull/226
  • feat: add string length validators and tests by @YamoshiCode in https://github.com/datachecks/dcs-core/pull/223
  • feat: [DCS-230] add usa state code and zip code validations by @ashank2603 in https://github.com/datachecks/dcs-core/pull/231
  • feat: Geolocation Validity Metrics by @YamoshiCode in https://github.com/datachecks/dcs-core/pull/228
  • + 9 more

🐛 Bug Fix

  • fix: sql schema hardcoded in method query_get_table_metadata #212 by @Ryuk-me in https://github.com/datachecks/dcs-core/pull/213
  • fix: tests configurations issue by @WeryZebra-Yue in https://github.com/datachecks/dcs-core/pull/216

🐛 Security Fix

  • build(deps): bump webpack from 5.89.0 to 5.94.0 in /ui by @dependabot in https://github.com/datachecks/dcs-core/pull/238

New Contributors

  • @ashank2603 made their first contribution in https://github.com/datachecks/dcs-core/pull/221
  • @YamoshiCode made their first contribution in https://github.com/datachecks/dcs-core/pull/223
  • @Ksaurav3380 made their first contribution in https://github.com/datachecks/dcs-core/pull/233
  • Full Changelog: https://github.com/datachecks/dcs-core/compare/v0.3.1...v0.4.0
v0.3.1
subhankarbsubhankarb·1y ago·July 25, 2024
GitHub

📋 What's Changed

  • upgrade: sqlalchemy poetry version by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/208
  • Full Changelog: https://github.com/waterdipai/datachecks/compare/v0.3.0...v0.3.1
v0.3.0
subhankarbsubhankarb·1y ago·July 8, 2024
GitHub

📋 What's Changed

  • Configuration change by @subhankarb in https://github.com/waterdipai/datachecks/pull/203
  • [DCS-193] fix mssql dependency by @subhankarb in https://github.com/waterdipai/datachecks/pull/205
  • Full Changelog: https://github.com/waterdipai/datachecks/compare/v0.2.6...v0.3.0
v0.2.6
subhankarbsubhankarb·1y ago·July 8, 2024
GitHub

New Features

  • [DCS-193] add snowflake integration by @subhankarb in https://github.com/waterdipai/datachecks/pull/194
  • [DCS-195] add sql server integration by @subhankarb in https://github.com/waterdipai/datachecks/pull/196

🐛 Fix

  • fix(typo): renamed datasource iris to iris_pgsql by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/171
  • fix(core): added new parsing logic for the configurations files by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/181
  • fix(dependency): added pytz as a direct dependency by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/180
  • fix: white nav icons by @driptanil in https://github.com/waterdipai/datachecks/pull/183
  • fix(poetry): postgres library issue by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/192

🔒 Security

  • build(deps): bump cryptography from 42.0.0 to 42.0.2 by @dependabot in https://github.com/waterdipai/datachecks/pull/185
  • build(deps): bump ws from 7.5.9 to 7.5.10 in /ui by @dependabot in https://github.com/waterdipai/datachecks/pull/197
  • build(deps): bump ejs from 3.1.9 to 3.1.10 in /ui by @dependabot in https://github.com/waterdipai/datachecks/pull/188
  • Full Changelog: https://github.com/waterdipai/datachecks/compare/v0.2.5...v0.2.6
v0.2.5
subhankarbsubhankarb·2y ago·January 9, 2024
GitHub

New Features:

  • feat: add custom SQL metric by @subhankarb in https://github.com/waterdipai/datachecks/pull/157
  • feat: dashboard design changes by @driptanil in https://github.com/waterdipai/datachecks/pull/158
  • feat: add metric storage framework by @datageek00 in https://github.com/waterdipai/datachecks/pull/142
  • feat: add an example for a quick start by @datageek00 in https://github.com/waterdipai/datachecks/pull/160
  • feat: add support for configuration directory with multiple configuration files by @datageek00 in https://github.com/waterdipai/datachecks/pull/161

🐛 Bug Fix

  • fix(ui): frontend dependency issues by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/144
  • fix: schema defaults to public if schema is not present by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/153
  • fix(yaml): duplicate datasource names by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/147
  • fix(filters): filter option application fixed by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/155
  • fix: duplicate metric names by @Anu-Ra-g in https://github.com/waterdipai/datachecks/pull/152

📦 Others

  • docs: Update README.md by @subhankarb in https://github.com/waterdipai/datachecks/pull/133
  • build(deps): bump pyarrow from 13.0.0 to 14.0.1 by @dependabot in https://github.com/waterdipai/datachecks/pull/138
  • build(deps): bump cryptography from 41.0.4 to 41.0.6 by @dependabot in https://github.com/waterdipai/datachecks/pull/149
  • refactor(dashboard): Update dashboard contracts by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/156
  • dependency(nivo): updated d3-color dependency by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/165
  • refactor: example configurations suffixed with data sources type by @Ryuk-me in https://github.com/waterdipai/datachecks/pull/164
  • dependency(ui): removed unnecessary dependencies by @WeryZebra-Yue in https://github.com/waterdipai/datachecks/pull/166
  • upgrade to v0.2.5 by @datageek00 in https://github.com/waterdipai/datachecks/pull/168

New Contributors

  • @Anu-Ra-g made their first contribution in https://github.com/waterdipai/datachecks/pull/147
  • @driptanil made their first contribution in https://github.com/waterdipai/datachecks/pull/158
  • @Ryuk-me made their first contribution in https://github.com/waterdipai/datachecks/pull/164
  • Full Changelog: https://github.com/waterdipai/datachecks/compare/v0.2.4...v0.2.5
v0.2.4
subhankarbsubhankarb·2y ago·October 18, 2023
GitHub

📋 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
v0.2.3
subhankarbsubhankarb·2y ago·October 16, 2023
GitHub

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
v0.2.2
subhankarbsubhankarb·2y ago·September 20, 2023
GitHub

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
  • + 1 more

🐛 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
v0.2.1
subhankarbsubhankarb·2y ago·September 3, 2023
GitHub

📋 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
  • + 3 more
v0.2.0
subhankarbsubhankarb·2y ago·August 19, 2023
GitHub

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
v0.1.2
subhankarbsubhankarb·2y ago·July 28, 2023
GitHub

📋 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