Milestone tasks (Feb 21st)

[qidanrui]

EDA

Features

• ✅ Enrich details tab in create_diff_report Feature Proposal: Show Details Tab in create_diff_report #765
• 🚧 Generate html using Schemaspy eda: create_db_report #740
• ✅ Add sort by for variables section in create_report feat(eda): add sort by for variables section in create_report #791
• ✅ Add pagination in plot EDA: add pagination in plot #802

Others

• ✅ Bug fix eda: cat-cat issue #755
• ✅ Bug fix index 0 is out of bounds for axis 0 with size 0 for dataprep==0.4.1 #803
• ✅ Layout issue fix(eda):fix stat layout issue #817

ConnectorX

Features

• 🚧 Support ODBC as source bigquery Add ODBC as source connector-x#215
• 🚧 Build and deploy documentation website Documentation website connector-x#223
• Postgres support client auth Support client authentication for postgres connector-x#222

Others

• ✅ Improve Oracle performance by enlarging array size using prepared statement Oracle performance connector-x#127
• 🚧 Finalize google bigquery Add Google BigQuery as source connector-x#152
• ✅ Upgrade arrow2 to 0.9 Update polars and arrow2 to latest versions connector-x#221
• 🚧 modin dataframe performance improvement

Clean

Features

• ✅: Renew frontend of Dataprep.Clean GUI
• ✅: Add supported backend for Dataprep.Clean GUI
• ✅: Export code and dataframe from Dataprep.Clean GUI
• ✅ : Add more clean functions into Dataprep.Clean GUI

Others

• ✅: Fix bug Cleaning latitude and longitude DMS coordinates outputs NaN when minutes or seconds equal 60 #805
• ✅: Fix bug clean_country with fuzzy_dist >= 2 converts None to Niue #785
• ✅: Fix bug clean_date() throws ValueError #749
• ✅: Fix bug Remove usaddress from the cleaning module #795