Aggregation Framework

Aggregation Performance

Optimizing Pipelines
💡 Aggregation, performance, EK, "EFFICIENT, ASSEMBLY, LINE" DESIGN, karne, jaisa, hai — AGAR, DEFECTIVE, PARTS, (UNNECESSARY, DATA) ko, SHURU, mein, hi, HATA, diya, jaaye, (early $match), BAAKI, ki, LINE, ko, KAAM, KAM, karna, PADТA, hai.

$match, aur, $sort, ko, PIPELINE, ke, SHURU, mein, RAKHNA, CHAHIYE — YE, INDEXES, ka, FAYDA, UTHA, sakte, HAIN, AGAR, WOH, PEHLE, STAGE, mein, HON, aur, DOWNSTREAM, STAGES, ke, liye, DATA, VOLUME, KAM, kar, dete, HAIN.

$project, se, JALDI, UNNECESSARY, FIELDS, REMOVE, karна, MEMORY, USAGE, KAM, karta hai — allowDiskUse: true, OPTION, se, LARGE, AGGREGATIONS, ko, DISK, USE, karne, ki, PERMISSION, milti, hai (100MB, memory, limit, se, ZYAADA, ke, liye).

// Optimized — match aur sort, PEHLE, indexed field par:
db.orders.aggregate([
  { $match: { status: "completed" } },   // Indexed field, PEHLE
  { $sort: { createdAt: -1 } },
  { $limit: 100 },
  { $lookup: { ... } }                    // expensive, stage, BAAD mein
], { allowDiskUse: true });
Aggregation, performance, EK, "EFFICIENT, ASSEMBLY, LINE" DESIGN, karne, jaisa, hai — AGAR, DEFECTIVE, PARTS, (UNNECESSARY, DATA) ko, SHURU, mein, hi, HATA, diya, jaaye, (early $match), BAAKI, ki, LINE, ko, KAAM, KAM, karna, PADТA, hai.
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⚡ Quick Recap
  • $match/$sort, ko, PIPELINE, ke, SHURU, mein, rakho — index, use, ho, sakta hai
  • $project, se, jaldi, unnecessary, fields, remove, karna, memory, save, karta hai
  • allowDiskUse: true = large aggregations, ke, liye, memory, limit, se, bachne, ke, liye
On this page (2 subtopics)

Agar, EK, PIPELINE, mein, $sort, ke, baad, sirf, TOP, N, results, chahiye, $limit, ko, JITNA, JALDI, ho, sake, laga, do (especially, expensive, stages, jaise, $lookup, se, PEHLE) — data, volume, KAAFI, kam, ho, jaata hai downstream, processing, ke, liye.

db.orders.aggregate([
  { $sort: { amount: -1 } },
  { $limit: 10 },       // pehle, limit
  { $lookup: { ... } }  // phir, expensive, lookup — sirf, 10, docs, PAR
]);

$facet, se, MULTIPLE, DIFFERENT, aggregation, pipelines, EK, hi, SET, of, input, documents, PAR, PARALLEL, mein, run, kiye, ja, sakte, hain — jaise, EK, hi, query, mein, "results" aur, "totalCount" (pagination, ke, liye) DONO, nikalna.

💡Tip: $facet, multiple, separate, queries, run, karne, se, BEHTAR, hai, jab, tumhe, SAME, filtered, data, PAR, MULTIPLE, DIFFERENT, aggregations, chahiye (jaise, ek, dashboard, ke, liye).