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What methods and tools do you use to improve the efficiency of query execution in databases?

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Answer from AI

To improve the efficiency of database query execution, I use the following methods and tools:

  • Indexes: creating and optimizing indexes to speed up data search and filtering.
  • Execution plan analysis (EXPLAIN): studying query execution plans to identify bottlenecks.
  • Query optimization: rewriting queries to reduce the number of operations, using JOINs instead of subqueries, and selecting only necessary columns.
  • Caching: using caching of query results, for example, through Redis or built-in DBMS mechanisms.
  • Pagination and limits: restricting the volume of returned data to reduce load.
  • Parallelism and batching: executing queries in batches and in parallel if possible.
  • Profiling and monitoring: using monitoring tools to identify slow queries.

In Go, I often use the database/sql package along with ORM or query builder, as well as third-party tools for profiling and caching.

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