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databricks-labs-dqx

Python library for data quality checks and monitoring

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About

Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring

Commands

databricks-labs-dqx

Examples

Import and initialize DQX for data quality validation$ python -c "from databricks.labs.dqx import *; print('DQX imported successfully')"

Run data quality checks on a dataset$ python -m databricks.labs.dqx validate --table my_table --rules quality_rules.yaml

Generate data quality monitoring report$ python -m databricks.labs.dqx monitor --workspace-url https://your-instance.cloud.databricks.com --token YOUR_TOKEN