marcua / datools

marcua/datools Issues

GROUPING SETS docs
Closed 2 years ago
Release v0.1.5
Closed 2 years ago
Postgres support
Closed 2 years ago
dbt diff() macro
Updated 2 years ago1
Snowflake support
Updated 2 years ago
Redshift support
Updated 2 years ago
Spark SQL support
Updated 2 years ago
DuckDB support
Closed 2 years ago
Be more careful with statistics
Updated 2 years ago
Use prepared statements or turn raw SQL into SQLAlchemy to avoid injection exploits
Updated 2 years ago1
Blog post describing progress so far
Closed 2 years ago
Consider more aesthetically pleasing documentation (MkDocs?)
Updated 2 years ago
Informative README.md
Closed 2 years ago
Tests should include Python 3.10
Closed 2 years ago
DIFF: Support max_order > 1
Updated 2 years ago
Better handle range-valued columns by integrating table_statistics into DIFF
Closed 2 years ago1
Augment unit tests with tests on larger datasets
Updated 2 years ago
columns_to_ignore instead of columns as argument
Closed 3 years ago
Try another public dataset (NYC taxis: https://uwekorn.com/2019/10/19/taking-duckdb-for-a-spin.html)
Updated 3 years ago
Add `support` to `Explanation` so you can see the size of the explanation rather than just the risk ratio.
Updated 3 years ago
Implement performance tests on a public dataset
Closed 3 years ago1
Wrapper to support grouping stats on SQLite/DuckDB/databases that don't natively support cubes and grouping sets
Closed 3 years ago
Add mypy
Closed 3 years ago
Test on a business dataset (churn? conversion?)
Updated 3 years ago
test_scorpion.py should load a dummy DB, call the hypothesis generator, and assert a generated hypothesis.
Closed 3 years ago
Talk to Eugene Wu once candidate generation works
Closed 3 years ago4
More elegant way to handle division by zero (explanation is the size of the relation) in the risk ratio
Updated 3 years ago
Candidate column generation for enums (char/int) and ranges (%tiles for int/float)
Closed 3 years ago
Column statistics for enums (char/int) and ranges (%tiles for int/float)
Closed 3 years ago
Dummy dataset for testing
Closed 3 years ago