You have uploaded 5 years of log data to Cloud Storage A user reported that some data points in the log data are outside of their expected ranges, which indicates errors You need to address this issue and be able to run the process again in the future while keeping the original data for compliance reasons. What should you do?

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Mark Chow · Accepted Answer

Create a Cloud Dataflow workflow that reads the data from Cloud Storage, checks for values outside the expected range, sets the value to an appropriate default, and writes the updated records to the same dataset in Cloud Storage

Mark Chow · Answer

Import the data from Cloud Storage into BigQuery Create a new BigQuery table, and skip the rows with errors.

Mark Chow · Answer

Create a Compute Engine instance and create a new copy of the data in Cloud Storage Skip the rows with errors

Mark Chow · Answer

Create a Cloud Dataflow workflow that reads the data from Cloud Storage, checks for values outside the expected range, sets the value to an appropriate default, and writes the updated records to a new dataset in Cloud Storage

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