📦
Documents & CRUD

Bulk API

Batching Multiple Operations
💡 Bulk, API, EK, "SINGLE, TRUCK, MEIN, MULTIPLE, PACKAGES" bhejne, jaisa, hai — HAR, PACKAGE, ke, liye, ALAG, TRUCK, (request) bhejne, se, MUCH, EFFICIENT, hai.

Bulk, API, se, MULTIPLE, INDEX/UPDATE/DELETE, operations, EK, hi, HTTP, request, mein, BHEJE, ja, sakte, HAIN — YE, network, OVERHEAD, KAAFI, KAM, karta hai jab, THOUSANDS, of, documents, INDEX, karne, HON.

Bulk, API, "NDJSON" format, EXPECT, karta hai — HAR, ACTION, LINE, ke, BAAD, EK, "\n" HONA, ZAROORI, hai, aur, LAST, LINE, ke, BAAD, bhi, EK, NEWLINE, chahiye.

POST /_bulk
{ "index": { "_index": "products", "_id": "1" } }
{ "name": "Laptop" }
{ "index": { "_index": "products", "_id": "2" } }
{ "name": "Mouse" }
📦
Bulk, API, EK, "SINGLE, TRUCK, MEIN, MULTIPLE, PACKAGES" bhejne, jaisa, hai — HAR, PACKAGE, ke, liye, ALAG, TRUCK, (request) bhejne, se, MUCH, EFFICIENT, hai.
1 / 2
⚡ Quick Recap
  • Bulk API se multiple operations ek hi request mein bhejte hain
  • NDJSON format expect karta hai — trailing newline zaroori hai
  • Batch size (jaise 5000 docs) carefully tune karna padta hai
Is page mein (2 subtopics)

Bulk, API, se, MULTIPLE, INDEX/UPDATE/DELETE, operations, EK, hi, HTTP, request, mein, BHEJE, ja, sakte, HAIN — YE, network, OVERHEAD, KAAFI, KAM, karta hai jab, THOUSANDS, of, documents, INDEX, karne, HON.

POST /_bulk
{ "index": { "_index": "products", "_id": "1" } }
{ "name": "Laptop" }
{ "index": { "_index": "products", "_id": "2" } }
{ "name": "Mouse" }

Bulk, API, "NDJSON" (Newline-Delimited, JSON) format, EXPECT, karta hai — HAR, ACTION, LINE, ke, BAAD, EK, "\n" HONA, ZAROORI, hai, aur, LAST, LINE, ke, BAAD, bhi, EK, NEWLINE, chahiye, WARNA, PARSING, FAIL, ho, jaati hai.

💡Tip: PRODUCTION, bulk, indexing, mein, HAR, BATCH, ka, SIZE, (jaise, 5000, documents, ya, ~5-15MB) CAREFULLY, TUNE, karna, PADTA, hai — bahut, BADA, BATCH, memory, PRESSURE, DETA, hai.