What is Amazon Redshift designed for?
Amazon Redshift is a relational data warehouse designed for analytical queries over large datasets.
Study 5 Amazon Redshift in Practice with 12 free online flashcards. Review key terms, definitions, and concepts with this interactive flashcard deck.
What is Amazon Redshift designed for?
Amazon Redshift is a relational data warehouse designed for analytical queries over large datasets.
What helps Redshift analyze large datasets efficiently?
Its massively parallel processing, columnar storage, and compression help it scan and aggregate data efficiently.
What is an operational database for?
An operational database supports an application's day-to-day activity, such as updating an order or recording a payment.
What does a data warehouse support?
A data warehouse answers analytical questions across many records, often by reading and aggregating large volumes of data.
What does OLTP describe?
OLTP means online transaction processing: workloads that support day-to-day application operations.
What does OLAP describe?
OLAP means online analytical processing: workloads that answer broad questions by reading and summarizing data.
Why is Redshift not usually an application's primary transaction database?
Redshift can insert and update rows, but it is optimized for analytics and reporting, not frequent, low-latency application transactions.
What does a fact table record?
A fact table records events, such as sales.
Why use COPY for bulk loading into Redshift?
COPY is the preferred approach for bulk loading because Redshift can load data in parallel; it is generally more efficient than many row-by-row inserts.
What access does Redshift need to load a file from S3?
The IAM role given to Redshift must permit access to the S3 bucket containing the data.
What does IGNOREHEADER 1 do in a COPY command?
In a COPY command, IGNOREHEADER 1 skips the first row, which can contain CSV column headings.
How can a query calculate revenue separately for each region?
GROUP BY region lets a query calculate a separate total for each region; summing quantity multiplied by unit price gives regional revenue.
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