Getting Started#
pip install datapact
datapact
is a Python library for verifying your data.
works with Pandas + Dask DataFrames
dozens of existing assertions, easy to add your own
great in-editor documentation via docstrings + types
two severence levels (.should for warnings, .must for failures)
failure notifications via E-Mail, MS Teams, Slack or PagerDuty (via Datapact Track)
Comparison to Great Expectations, TDDA, Monte Carlo, Metaplane