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Data anomalies monitoring as dbt tests

Full support since version 0.4.0.

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Redshift connection profile

After installing Elementary’s dbt package upon running dbt deps, you can generate Elementary’s profile for usage with edr by running the following command within your project:

dbt run-operation elementary.generate_elementary_cli_profile

The command will print to the terminal a partially filled template of the profile that’s needed for edr to work. Fill in the missing authentication fields in the output and copy it to ~/.dbt/profiles.yml.

The profiles.yml file to connect to Redshift should contain a profile in the following format:

Redshift
## REDSHIFT ##
## By default, edr expects the profile name 'elementary'.      ##
## Configure the database and schema of elementary models.     ##
## Check where 'elementary_test_results' is to find it.        ##

elementary:
  outputs:
    default:
      type: redshift
      host: [hostname, like hostname.region.redshift.amazonaws.com]

      ## User/password auth, other options (IAM) require other configs ##
      user: [username]
      password: [password]

      dbname: [database name]
      schema: [schema name]  # elementary schema, usually [schema name]_elementary
      threads: 4
      keepalives_idle: 240 # default 240 seconds
      connect_timeout: 10 # default 10 seconds
      # search_path: public # optional, not recommended
      sslmode: [optional, set the sslmode used to connect to the database (in case this parameter is set, will look for ca in ~/.postgresql/root.crt)]
      ra3_node: true # enables cross-database sources

We support the same format and connection methods (user password, key pair authentication, SSO) as dbt. Please refer to dbt’s documentation of Redshift profile for further details.