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ecto-n1-check【数据与研究】Find Ecto N+1 queries and missing preloads. Use only when N+1 is suspected; not for broad database performance.
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Identify and fix N+1 query anti-patterns in Ecto/Phoenix applications.
Enum.mapjoin + preload when filtering by association# BAD: N+1 queries
users
|> Enum.map(fn user -> Repo.get(Order, user.order_id) end)
# GOOD: Single query with preload
users
|> Repo.preload(:orders)
# BAD: Lazy loading triggers N queries
for user <- users do
user.posts # Triggers query for each user!
end
# GOOD: Eager load first
users = Repo.all(User) |> Repo.preload(:posts)
for user <- users do
user.posts # Already loaded
end
# BAD: N+1 for nested associations
user.posts |> Enum.map(fn post -> post.comments end)
# GOOD: Nested preload
Repo.preload(user, posts: :comments)
Use Grep with context lines (-B 5 -A 5) to find Enum.map near Repo. calls in lib/**/*.ex.
Use Grep to find association access patterns (.posts, .comments, .orders) in lib/**/*.ex.
Use Grep with context (-B 3) to find Repo.get or Repo.one near loop patterns (for, Enum) in lib/**/*.ex.
Use Grep to find all Repo. calls in a context module, then verify each query has appropriate preloads.
For detailed patterns, see:
references/preload-patterns.md - Efficient preloading strategiesreferences/query-optimization.md - Query batching techniques