0.4.0

• data preparation - normalizing/filtering/cleaning/validation macros
• global metrics - enabling you to get metrics from the tables that aren’t time-based
• simplified config - we will be switching configuration to code only, and this will enable removing some of the currently a bit confusing config parts
• infra improvements - making it easier to contribute (GitHub actions testing your PR, Github action generating documentation, versioned documentation!)

0.3.1

Changes:

• Lot of new metrics
• Column level setup for monitoring
• Pass context to metrics
• Uppercase schemas passed for snowflake config
• Update to a new dbt version
• Docs update

0.3.0

Features:

• write your macros and use them as metrics
• configure active tables & time columns easily in code
• change what metrics re_data computes

Changes & Bugfixes:

• fixing problems with freshness queries
• redshift - rewrite of how re_data tables discovery is made
• setup default time window to yesterday

Backward incompatibility:

• rename of count_nulls, count_missing to nulls_count, missing_count to keep is consistent with row_count metric

0.2.1

Changes:

• Rewrite to how re_data do base metrics queries which:
  • makes it works for a much larger number of tables
  • makes re_data queries a lot faster (assuming you use threads to execute dbt)
• Enable support for multiple DBs (you can pass db_name.schema_name to re_data:schemas)
• Solve the problem with dbt compile failing (introducing in_compile macro)

0.2.0

Changes:

• Schema changes detection
• New distribution metrics (stddev, variance)
• Support for dbt 0.20
• Add time-interval variable for metrics
• Add id to all re_data tables
• Add more tests (test z_score values)
• Fix bug with stddev col having values from avg col

0.1.6

Changes:

• Fix problem with integer cast
• Add look-back_days parameter to replace anomaly_detection
  window_start parameter

0.1.5

Changes to schema generated for models

0.1.4

• Fix problems with duplicated alerts
• Rename meta table names

0.1.3

What changed

• Better docs
• Add much more tests for computed models

0.1.2

Changes:

• compute anomalies also for freshness
• better docs
• typo change for variable name
• added more tests