what are row-oriented and column-oriented data storage techniques
Question
what are row-oriented and column-oriented data storage techniques
Solution
Row-oriented and column-oriented data storage techniques are two different ways of storing data in a database.
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Row-oriented storage: In a row-oriented storage system, data is stored in rows. This means that all the values of a record (row) are stored together. This is the traditional way of storing data and is used in relational databases like MySQL, Oracle, etc.
For example, consider a table with columns 'Name', 'Age', and 'Salary'. In a row-oriented database, the data would be stored as: ['John', 30, 50000], ['Emma', 25, 60000], ['Harry', 35, 70000] and so on.
This method is efficient when you need to perform operations on a complete record, like retrieving all details of a particular employee.
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Column-oriented storage: In a column-oriented storage system, data is stored by columns. This means that all the values of a column are stored together. This method is used in columnar databases like Cassandra, HBase, etc.
Using the same example, in a column-oriented database, the data would be stored as: ['John', 'Emma', 'Harry'], [30, 25, 35], [50000, 60000, 70000] and so on.
This method is efficient when you need to perform operations on a specific attribute across all records, like finding the average salary of all employees.
In summary, the choice between row-oriented and column-oriented storage depends on the nature of your data and the kind of operations you need to perform on it.
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