[Django]-How to improve 2 million data query speed in Django RESTful APIs

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Some pointers about optimisation for the Django ORM with Postgres:

  • Use db_index=True on fields that will be search upon often and have some degree of repetition between entries, like “title”.
  • Use values() and values_list() to select only the columns you want from a QuerySet.
  • If you’re doing full text search in any of those columns (like a contains query), bear in mind that Django has support for full text search directly on a Postgres database.
  • Use print queryset.query to check what kind of SQL query is going into your database and if it can be improved upon.
  • Many Postgres optimisation techniques rely in custom SQL queries that can be made in Django by using RawSQL expressions.
  • Remember that there are many, many ways to search for data in a database, be it relational or not-relational in nature. In your case, MongoDB is not “faster” than Postgres, it’s just doing a better job at querying what you really want.
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