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latestalexey/dbt_users_workshop.md

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Created December 12, 2022 17:29
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dbt_users_workshop.md

1 dbt basics

  • dbt core architecture
  • profiles.yaml, sources.yaml, Настройка коннектора
  • dbt compile
  • dbt run
  • dbt docs
  • dbt_utils

2 dbt advanced

  • snapshot
  • exposures
  • built-in materializations
  • source freshness
  • using extensions
  • manifest.json
  • macros basics

3 dbt tests & hooks & cloud

  • Hooks & Operations
  • dbt tests: basic, custom, generalised
  • Переписываем базовые тесты
  • dbt_expectations
  • Dbt cloud - функционал

4 Data Vault 2.0 & dbt

  • Data Platform Architecture
  • Data Vault 2.0 modeling
  • dbtvault usage

5 Metrics & dbt modules extension

  • dbt metrics
  • Пишем свой модуль и разбираемся как все устроено

6 Infra & dbt

  • CI/CD & dbt
  • dbt & data catalog
  • Airflow & dbt
  • Dev & Testing environment
  • Manifest, Artifacts, Monitoring
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