Which of the following approaches should be used to send the Databricks Job owner an email in the case that the Job fails?

• A.Manually programming in an alert system in each cell of the Notebook
• B.Setting up an Alert in the Job page
• C.Setting up an Alert in the Notebook
• D.There is no way to notify the Job owner in the case of Job failure
• E.MLflow Model Registry Webhooks

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Which of the following tools is used by Auto Loader process data incrementally?

• A.Spark Structured Streaming
• B.Databricks SQL
• C.Checkpointing
• D.Data Explorer
• E.Unity Catalog

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A data engineer has configured a Structured Streaming job to read from a table, manipulate the data, and then perform a streaming write into a new table.
The cade block used by the data engineer is below:

If the data engineer only wants the query to execute a micro-batch to process data every 5 seconds, which of the following lines of code should the data engineer use to fill in the blank?

• A.trigger("5 seconds")
• B.trigger()
• C.trigger(once="5 seconds")
• D.trigger(processingTime="5 seconds")
• E.trigger(continuous="5 seconds")

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A data engineer needs to determine whether to use the built-in Databricks Notebooks versioning or version their project using Databricks Repos.
Which of the following is an advantage of using Databricks Repos over the Databricks Notebooks versioning?

• A.Databricks Repos is wholly housed within the Databricks Lakehouse Platform
• B.Databricks Repos allows users to revert to previous versions of a notebook
• C.Databricks Repos automatically saves development progress
• D.Databricks Repos provides the ability to comment on specific changes
• E.Databricks Repos supports the use of multiple branches

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A data engineer only wants to execute the final block of a Python program if the Python variable day_of_week is equal to 1 and the Python variable review_period is True.
Which of the following control flow statements should the data engineer use to begin this conditionally executed code block?

• A.if day_of_week = 1 and review_period:
• B.if day_of_week = 1 and review_period = "True":
• C.if day_of_week == 1 and review_period == "True":
• D.if day_of_week == 1 and review_period:
• E.if day_of_week = 1 & review_period: = "True":

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