findyourpilot/.agent/skills/supabase-postgres-best-practices/references/advanced-jsonb-indexing.md

title, impact, impactDescription, tags

title	impact	impactDescription	tags
Index JSONB Columns for Efficient Querying	MEDIUM	10-100x faster JSONB queries with proper indexing	jsonb, gin, indexes, json

Index JSONB Columns for Efficient Querying

JSONB queries without indexes scan the entire table. Use GIN indexes for containment queries.

Incorrect (no index on JSONB):

create table products (
  id bigint primary key,
  attributes jsonb
);

-- Full table scan for every query
select * from products where attributes @> '{"color": "red"}';
select * from products where attributes->>'brand' = 'Nike';

Correct (GIN index for JSONB):

-- GIN index for containment operators (@>, ?, ?&, ?|)
create index products_attrs_gin on products using gin (attributes);

-- Now containment queries use the index
select * from products where attributes @> '{"color": "red"}';

-- For specific key lookups, use expression index
create index products_brand_idx on products ((attributes->>'brand'));
select * from products where attributes->>'brand' = 'Nike';

Choose the right operator class:

-- jsonb_ops (default): supports all operators, larger index
create index idx1 on products using gin (attributes);

-- jsonb_path_ops: only @> operator, but 2-3x smaller index
create index idx2 on products using gin (attributes jsonb_path_ops);

Reference: JSONB Indexes