Lesson 51/100

Tutorials PostgreSQL Tutorial

JSON vs JSONB — Complete Guide

JSON vs JSONB — Complete Guide: free step-by-step lesson with examples, common mistakes, and interview tips — part of PostgreSQL Tutorial on Toolliyo Academy.

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PostgreSQL Tutorial · Lesson 51 of 100

JSON vs JSONB

SQL ✓Advanced

Advanced · 2 — Production · ~6 min · PostgreSQL — JSONB & Modern Features

What is this?

json stores exact text with whitespace; jsonb stores parsed binary format — faster operators, indexable, no duplicate keys guarantee. Prefer jsonb for querying.

Why should you care?

PostgresVerse product attributes need filtering — jsonb @> and GIN indexes; json type is mainly for passthrough storage.

See it live — copy this example

Run in pgAdmin or psql.

SELECT
  '{"color":"red","color":"blue"}'::json AS json_dup,
  '{"color":"red","color":"blue"}'::jsonb AS jsonb_canonical;

SELECT (jsonb_canonical->>'color') AS winner;

What happened?

  • json keeps invalid duplicate keys as text.
  • jsonb normalizes to one color key.
  • Arrow operators work efficiently on jsonb.

Practice next

  1. Cast same string to json and jsonb; compare output.
  2. Store column as jsonb on new table attribute_test.
  3. Try = equality on jsonb documents.
  4. jsonb_pretty() for readable pgAdmin output.
  5. Convert json column: ALTER COLUMN specs TYPE jsonb USING specs::jsonb.

Remember

jsonb for query and index; json for exact text round-trip. jsonb removes insignificant whitespace. Both validate JSON syntax on insert.

PostgresVerse catalog migration

Team migrates specs from json to jsonb and adds GIN for facet search.

Outcome: Attribute filter API ships; storage slightly larger but queries 10x faster.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior Detailed
Explain SQL queries in the context of PostgreSQL.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define SQL queri…
Mid Detailed
What are common mistakes teams make with Schema design when using PostgreSQL?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Schema de…
Senior Detailed
How would you debug a production issue related to Transactions in a PostgreSQL application?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Transacti…
Mid Detailed
Compare two approaches to Indexing—when would you choose each?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Indexing…
Junior Detailed
Describe a real-world scenario where Normalization mattered in a PostgreSQL project.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Normaliza…
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PostgreSQL Tutorial
Course syllabus

PostgreSQL Tutorial

PostgreSQL — Foundations
PostgreSQL — SQL & Queries
PostgreSQL — Indexing & Performance
PostgreSQL — Transactions & MVCC
PostgreSQL — Functions & Automation
PostgreSQL — JSONB & Modern Features
PostgreSQL — Replication & High Availability
PostgreSQL — Security & Cloud
PostgreSQL — Monitoring & Troubleshooting
PostgreSQL — Real-World Projects
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