dbt - Incremental ModelsWhich incremental strategy in dbt allows you to update existing rows and insert new rows based on a unique key?AAppendBDelete + InsertCMergeDFull RefreshCheck Answer
Step-by-Step SolutionSolution:Step 1: Identify strategy that updates and insertsThe merge strategy updates existing rows and inserts new rows using a unique key.Step 2: Eliminate other optionsAppend only adds new rows, Delete + Insert replaces all data, Full Refresh rebuilds entire table.Final Answer:Merge -> Option CQuick Check:Update and insert rows = Merge [OK]Quick Trick: Merge updates existing and adds new rows using keys [OK]Common Mistakes:MISTAKESConfusing append with mergeThinking delete+insert updates rowsMixing full refresh with incremental
Master "Incremental Models" in dbt9 interactive learning modes - each teaches the same concept differentlyLearnWhyDeepVisualTryChallengeProjectRecallTime
More dbt Quizzes Advanced Testing - Store test failures for analysis - Quiz 8hard Incremental Models - Handling late-arriving data - Quiz 7medium Incremental Models - Full refresh vs incremental - Quiz 14medium Jinja in dbt - Why Jinja makes SQL dynamic - Quiz 10hard Jinja in dbt - Macros for reusable SQL logic - Quiz 14medium Packages and Reusability - Why packages accelerate dbt development - Quiz 2easy Packages and Reusability - dbt-date for date spine - Quiz 14medium Project Organization - dbt_project.yml configuration - Quiz 2easy Project Organization - Tags and selectors for partial runs - Quiz 12easy Project Organization - One model per source table rule - Quiz 10hard