Milestone tasks (March 28)

[jinglinpeng]

EDA

Features

• Add target analysis for diff_report (Ability to run distribution analysis regarding to a target feature #835 )
• Release function with support for table summary, column summary, and constraints summary; add correctness and performance test for create_db_report (eda: create_db_report #740)
• Add running total in time series

Bugs

• Fix stat version Error concerning scipy.stats.stats when creating a report #840
• Fix sorting in report for housing dataset
• Fix plot_diff error plot_diff error for titanic dataset #848

ConnectorX

• Switch to maturin, provide wheel for arm Linux ARM support connector-x#240
• ODBC support Add ODBC as source connector-x#215
• Support client authentication on postgres Support client authentication for postgres connector-x#222
• Fix bigquery bug Add Google BigQuery as source connector-x#152
• Fix sqlite windows path error #sqlite windows path error connector-x#245

Clean

Features

• ✅ Add all clean functions to the frontend Add clean functions in the selection UI #847
• 🚧 Support all clean functions by refining the backend

Bugs

• ✅ Fix log expression of clean_df on clean GUI fix the log expression of clean df on clean gui #839
• 🚧 Remove redundant code of clean_country Redundant code of clean_country #821

Others

• 🚧 Precompile python-crfsuite and Levenstein
• 🚧 Generate synthetic dataset for testing clean functions