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Solution: Daily Incrementation

Explore how to configure daily incrementation in dbt by using incremental materializations. Discover how to prevent duplicates with unique keys, apply partitioning by date, and filter data dynamically during runs to optimize your data pipeline models.

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Solution

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shop:
  outputs:
    dev:
      dataset: {{dataset_name}}
      job_execution_timeout_seconds: 300
      job_retries: 1
      keyfile: credentials.json
      location: {{dataset_location}}
      method: service-account
      priority: interactive
      project: {{project_id}}
      threads: 1
      type: bigquery
  target: dev
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Solution code: Building a daily incremental model

  • Line 3: To make our table incremental, we specify the value materialized="incremental" ...