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31 / 40Django ORM Queries and QuerySetsHardPython - Django Framework

Complex Query with Multiple Aggregations and Filtering

from django.db.models import Count, Avg, Q

result = Book.objects.filter(
    Q(author__country='India') | Q(published_year__gte=2020)
).annotate(
    review_count=Count('reviews'),
    avg_rating=Avg('reviews__rating')
).filter(
    review_count__gte=5,
    avg_rating__gte=4.0
).values('title', 'author__name').order_by('-avg_rating')

  1. The query will fail because you cannot filter on annotated fields using filter()

  2. The query finds books by Indian authors or published after 2020, with at least 5 reviews and average rating >= 4.0, returning title and author name sorted by rating

  3. The Q object with OR operator will cause the entire filter to be ignored

  4. The annotate() method cannot be used together with values() in the same query

Show answer & explanation

Correct answer

The query finds books by Indian authors or published after 2020, with at least 5 reviews and average rating >= 4.0, returning title and author name sorted by rating

Explanation

This query demonstrates Q objects for complex filtering, annotate() for aggregations, filtering on aggregated fields, and values() for selecting specific fields. The database executes a complex JOIN with GROUP BY and HAVING clauses.

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All 40 Django ORM Queries and QuerySets questions

  1. 1.What is a QuerySet in Django ORM?
  2. 2.Which method is used to retrieve all objects from a model?
  3. 3.What does the `filter()` method return in Django ORM?
  4. 4.What is the difference between `filter()` and `get()` methods?
  5. 5.What does the `exclude()` method do in Django ORM?
  6. 6.How do you order QuerySet results in Django?
  7. 7.What does `count()` method return?
  8. 8.What is QuerySet slicing used for?
  9. 9.What does `exists()` method do?
  10. 10.What does the `distinct()` method do?
  11. 11.Understanding Django QuerySet Evaluation
  12. 12.Filtering Related Objects with select_related()
  13. 13.Scenario:
  14. 14.Understanding F() Objects in Django ORM
  15. 15.Aggregation with Django ORM
  16. 16.Scenario:
  17. 17.Understanding Prefetch_related() for Reverse Relations
  18. 18.Query Chaining and Method Order
  19. 19.Using values() vs values_list()
  20. 20.Scenario:
  21. 21.Understanding QuerySet Lazy Evaluation and Database Queries
  22. 22.Scenario:
  23. 23.Analyzing N+1 Query Problem in Django ORM
  24. 24.QuerySet Method Chaining and Filter Behavior
  25. 25.Scenario:
  26. 26.Understanding QuerySet Slicing and Caching Behavior
  27. 27.Aggregation and Annotation in Django ORM
  28. 28.Scenario:
  29. 29.Understanding F Objects and Database-Level Operations
  30. 30.Scenario:
  31. 31.Complex Query with Multiple Aggregations and Filtering
  32. 32.Scenario:
  33. 33.Understanding Subqueries and Exists()
  34. 34.Raw SQL Queries and Security
  35. 35.Case-Insensitive Lookups and Performance
  36. 36.Scenario:
  37. 37.Understanding Query Caching and Database Hits
  38. 38.Bulk Operations:
  39. 39.Scenario:
  40. 40.Understanding Query Optimization with explain()