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🦸 $merge

In MongoDB, the $merge stage allows you to write the results of an aggregation pipeline into a new or existing collection. This is similar to the concept of "INSERT INTO ... SELECT" or "MERGE INTO" in SQL databases.

🔹 Understanding $merge​

The $merge stage enables you to store aggregation results into a different collection. If the target collection doesn’t exist, MongoDB will create it automatically.

Key features:​

✔️ Inserts new documents if they don’t exist ✔️ Updates existing documents based on _id or a specified field ✔️ Can replace, merge, or discard duplicate records ✔️ Useful for ETL workflows, reporting tables, and maintaining summary data

🔹 Syntax​

{ $merge: {
    into: "targetCollection",
    on: "_id", // Field to match existing records
    whenMatched: "merge", // Action when a match is found
    whenNotMatched: "insert" // Action when no match is found
} }
  • into → Specifies the target collection.
  • on → Defines how documents are matched (default: _id).
  • whenMatched → Specifies action when a document with the same key exists.
    • merge: Updates matching documents.
    • replace: Replaces matching documents.
    • keepExisting: Keeps the existing document unchanged.
    • fail: Throws an error on duplicates.
  • whenNotMatched → Specifies action when a match is not found.
    • insert: Inserts new documents.
    • discard: Ignores unmatched documents.
    • fail: Throws an error if a match is not found.

🔹 Example 1: Creating a summary collection​

👉 Suppose we want to generate a collection that contains the total number of books per genre.

db.books.aggregate([
  { $unwind: "$genres" },
  { $group: { _id: "$genres", totalBooks: { $sum: 1 } } },
  {
    $merge: {
      into: "genre_summary",
      on: "_id",
      whenMatched: "merge",
      whenNotMatched: "insert",
    },
  },
]);

Equivalent SQL query

INSERT INTO genre_summary (genre, totalBooks)
SELECT genre, COUNT(*) FROM books
GROUP BY genre
ON DUPLICATE KEY UPDATE totalBooks = VALUES(totalBooks);

👐 Challenge​

🔹 1: Maintaining an Author Summary Table​

👉 We want to create an author_stats collection with the total number of books written by each author.

Hint: SQL equivalent​

INSERT INTO author_stats (authorName, totalBooks)
SELECT authors.name, COUNT(*) FROM books
GROUP BY authors.name
ON DUPLICATE KEY UPDATE totalBooks = VALUES(totalBooks);
Answer

There are 2 ways to solve this-

  • through books collection
  • through authors collection
  db.books.aggregate([
    { $unwind: "$authors" },
    { $group: { _id: "$authors.name", totalBooks: { $sum: 1 } } },
    {
      $merge: {
        into: "author_stats",
        on: "_id",
        whenMatched: "merge",
        whenNotMatched: "insert",
      },
    },
  ]);