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Data Management

CQRS Pattern

Separating Reads and Writes
💡 CQRS, EK, "LIBRARY" jaisa, hai, JAHA, WRITING, (naye, books, add, karна) aur, READING, (books, search/browse, karna) ke, liye, ALAG-ALAG, SYSTEMS, HAIN — HAR, EK, apne, SPECIFIC, PURPOSE, ke, liye, OPTIMIZED, hai.

CQRS (Command Query Responsibility Segregation), WRITE, OPERATIONS, (commands) ko, READ, OPERATIONS, (queries) se, SEPARATE, karta hai — HAR, EK, apna, ALAG, DATA, MODEL, (aur, KABHI-KABHI, ALAG, DATABASE) USE, kar, sakta hai.

Write, MODEL, DATA, INTEGRITY, PAR, OPTIMIZED, hota hai (NORMALIZED). Read, MODEL, QUERY, SPEED, PAR, OPTIMIZED, hota hai (DENORMALIZED, aksar, EK, SEPARATE, "READ, DATABASE" mein).

// Write model (normalized, PostgreSQL):
// orders(id, user_id, status)
// order_items(order_id, product_id, quantity)

// Read model (denormalized, EK, saath, sab, kuch, EK, HI, document, mein):
// order_view: { orderId, userName, items: [{ productName, quantity }], total }
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CQRS, EK, "LIBRARY" jaisa, hai, JAHA, WRITING, (naye, books, add, karна) aur, READING, (books, search/browse, karna) ke, liye, ALAG-ALAG, SYSTEMS, HAIN — HAR, EK, apne, SPECIFIC, PURPOSE, ke, liye, OPTIMIZED, hai.
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⚡ झट से Recap
  • CQRS = write operations (commands) ko, read, operations, (queries) se, separate, karta, hai
  • Write model = data, integrity, PAR, optimized. Read, model = query, speed, PAR, optimized
  • Aksar, Event, Sourcing, ke, saath, combine, kiya, jaata, hai
इस page में (2 subtopics)

CQRS, mein, WRITE, MODEL, aur, READ, MODEL, ke, BEECH, EK, DELAY, ho, sakta hai (jaise, EK, WRITE, hone, ke, kuch, MILLISECONDS, BAAD, READ, MODEL, UPDATE, hota, hai) — USER, ko, kabhi-kabhi, apni, KHUD, ki, JUST-WRITTEN, VALUE, IMMEDIATELY, DEKHNE, NAHI, milti.

💡Tip: Ye, "eventual, consistency" delay, TYPICALLY, MILLISECONDS, mein, hota hai, LEKIN, UI, DESIGN, mein, ISE, CONSIDER, karna, ZAROORI, hai — jaise, EK, "OPTIMISTIC, UI, UPDATE" IMMEDIATE, feedback, dene, ke, liye.

CQRS, ZAROORI, NAHI, hai, ki, SEPARATE, databases, ki, ZAROORAT, ho — SIMPLE, form, mein, SAME, database, PAR, ALAG, MODELS/QUERIES, (jaise, WRITE, ke, liye, normalized, tables, aur, READ, ke, liye, views) use, kiye, ja, sakte, hain.