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Welcome to the Bingeflix Data Team

Coding Conventions

General

  • Use UPPER case for all keywords
  • Use trailing commas in SELECT statements
  • Use Snowflake dialect
  • Use consistent style in GROUP BY and ORDER BY (either names or numbers, not both)

Testing Conventions

Sources

  • The primary key source column must have not_null and unique generic tests.
  • All boolean columns must have an accepted_values schema test. The accepted values are true and false.
  • Columns that contain category values must have an accepted_values schema test.
  • Columns that should never be null must have a not_null schema test.
  • Columns that should be unique must have a unique schema test.

Models

  • The primary key column must have not_null and unique schema tests.
  • All boolean columns must have an accepted_values schema test. The accepted values are true and false.
  • Columns that contain category values must have an accepted_values schema test.
  • Columns that should never be null must have a not_null schema test.
  • Columns that should be unique must have a unique schema test.
  • Where possible, use schema tests from the dbt_utils or dbt_expectations packages to perform extra verification.