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Data Build Tool DBT-Analytics-Engineering Dumps

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Data Build Tool DBT-Analytics-Engineering Sample Questions

Question # 1

You have just executed dbt run on this model:select * from {{ source("{{ env_var('input') }}", 'table_name') }}and received this error:Compilation Error in model my_modelexpected token ':', got '}'line 14{{ source({{ env_var('input') }}, 'table_name') }}How can you debug this?

A. Incorporate a log function into your macro.  
B. Check your SQL to see if you quoted something incorrectly.  
C. Check your Jinja and see if you nested your curly brackets.  
D. Take a look at the compiled code.  



Question # 2

Consider these SQL and YAML files for the model model_a:models/staging/model_a.sql{{ config(materialized = "view") }}with customers as (...)dbt_project.ymlmodels:my_new_project:+materialized: tablestaging:+materialized: ephemeralWhich is true about model_a? Choose 1 option.Options:

A.Select statements made from the database on top of model_a and transformationprocessing within model_a will be quicker, but the data will only be as up to date as the lastdbt run.
B.Select statements made from the database on top of model_a will result in an error
C.Select statements made from the database on top of model_a will be slower, but the datawill always be up to date.
D.Select statements made from the database on top of model_a will be quicker, but the datawill only be as up to date as the last dbt run.(Note: A and D are duplicates — typical exam formatting.) 



Question # 3

You want to run and test the models, tests, and snapshots you have added ormodified in development.Which will you invoke? Choose 1 option.Options:

A.dbt build --select state:modified --defer <path/to/artifacts> 
B.dbt run --select state:modified --defer --state <path/to/artifacts>dbt test --select state:modified --defer --state <path/to/artifacts>
C.dbt build --select state:modified --defer --state <path/to/artifacts> 
D. dbt run --select state:modified --state <path/to/artifacts>dbt test --select state:modified --state <path/to/artifacts>
E.dbt build --select state:modified --state <path/to/artifacts>



Question # 4

Your model has a contract on it.When renaming a field, you get this error:This model has an enforced contract that failed.Please ensure the name, data_type, and number of columns in your contract matchthe columns in your model's definition.| column_name | definition_type | contract_type | mismatch_reason ||-------------|------------------|----------------|-----------------------|| ORDER_ID | TEXT | TEXT | missing in definition || ORDER_KEY | TEXT | | missing in contract |Which two will fix the error? Choose 2 options. 

A. Remove order_id from the contract.  
B. Remove order_key from the contract.  
C. Remove order_id from the model SQL.  
D. Add order_key to the contract.  
E. Add order_key to the model SQL.  



Question # 5

Which two dbt commands work with dbt retry?Choose 2 options.

A. run-operation  
B. parse  
C. debug  
D. deps  
E. snapshot  



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