Bltools V2.2 -
bltools validate --input users.csv --rules rules.yaml --output valid_users.csv v2.2’s strict mode will generate a errors.log with precise line numbers. One standout feature in bltools v2.2 is handling schema drift. Using the new --schema flag:
#bltools #bltoolsV2 #DataEngineering #ETL #OpenSource bltools v2.2
rules: - field: email validate: MATCHES_REGEX ^\S+@\S+\.\S+$ on_fail: reject - field: age validate: BETWEEN 0 AND 120 on_fail: default(18) Run: bltools validate --input users
bltools transform --input weekly_data --state process.state --resume For reproducible pipelines, use the official bltools v2.2 container: use the official bltools v2.2 container:
/pic7779581.png)