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DAS-C01 · Question #89

A company has collected more than 100 TB of log files in the last 24 months. The files are stored as raw text in a dedicated Amazon S3 bucket. Each object has a key of the form year-month- day_log_HHm

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Storage and Data Management

Question

A company has collected more than 100 TB of log files in the last 24 months. The files are stored as raw text in a dedicated Amazon S3 bucket. Each object has a key of the form year-month- day_log_HHmmss.txt where HHmmss represents the time the log file was initially created. A table was created in Amazon Athena that points to the S3 bucket. One-time queries are run against a subset of columns in the table several times an hour. A data analyst must make changes to reduce the cost of running these queries. Management wants a solution with minimal maintenance overhead. Which combination of steps should the data analyst take to meet these requirements? (Choose three.)

Options

  • AConvert the log files to Apace Avro format.
  • BAdd a key prefix of the form date=year-month-day/ to the S3 objects to partition the data.
  • CConvert the log files to Apache Parquet format.
  • DAdd a key prefix of the form year-month-day/ to the S3 objects to partition the data.
  • EDrop and recreate the table with the PARTITIONED BY clause. Run the ALTER TABLE ADD
  • FDrop and recreate the table with the PARTITIONED BY clause. Run the MSCK REPAIR TABLE

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Topics

#Athena Cost Optimization#S3 Data Partitioning#Columnar Data Formats#Partition Management
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