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How to execute MongoDB native query (JSON) using mongo-java-driver only?

How to fire mongo native queries using java-mongo-driver only.

No Spring-Data or EclipseLink or Hibernate OGM, Only using java-mongo-driver

Sample query :

db.orders.aggregate([
   {
      $unwind: "$specs"
   },
   {
      $lookup:
         {
            from: "inventory",
            localField: "specs",
            foreignField: "size",
            as: "inventory_docs"
        }
   },
   {
      $match: { "inventory_docs": { $ne: [] } }
   }
])
like image 743
Charudatta Joshi Avatar asked Nov 03 '17 10:11

Charudatta Joshi


People also ask

What is native query in MongoDB?

By “native query”, are you referring to a JavaScript query in the mongo shell? The Java driver provides a full interface for querying MongoDB. To get started, see MongoDB Java Driver Quick Start and the Java Driver Tutorials. Here is an example with “native” query usage.

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To connect: MongoClient client = MongoClients. create("<<MongoDB URI>>"); To connect to MongoDB on your local instance and default port, you can just omit the URI part of the above, or use a URI like 'mongodb://localhost:27017'.

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2 Answers

If your question is:

Can I pass the above string into the Java driver and have the driver execute it?

Then you could use the db.eval command. For example:

MongoDatabase database = mongoClient.getDatabase("...");

Bson command = new Document("eval", "db.orders.aggregate([\n" +
        "   {\n" +
        "      $unwind: \"$specs\"\n" +
        "   },\n" +
        "   {\n" +
        "      $lookup:\n" +
        "         {\n" +
        "            from: \"inventory\",\n" +
        "            localField: \"specs\",\n" +
        "            foreignField: \"size\",\n" +
        "            as: \"inventory_docs\"\n" +
        "        }\n" +
        "   },\n" +
        "   {\n" +
        "      $match: { \"inventory_docs\": { $ne: [] } }\n" +
        "   }\n" +
        "])");
Document result = database.runCommand(command);

But ... the db.eval command is deprecated and its usage is not advised. The MongoDB Java driver can be used to execute your aggregation but not in its 'string form', instead you would use the Java driver's aggregation helpers to create a Java form of your aggregation command. Plenty of details on this in the docs.

Here's an (untested) example using a 3.x MongoDB Java Driver ...

MongoCollection<Document> collection = mongoClient.getDatabase("...").getCollection("...");

AggregateIterable<Document> documents = collection.aggregate(Arrays.asList(
        // the unwind stage
        new Document("$unwind", "$specs"),

        // the lookup stage
        new Document("$lookup", new Document("from", "inventory")
                .append("localField", "specs")
                .append("foreignField", "size")
                .append("as", "inventory_docs")),

        // the match stage
        new Document("$match", new Document("inventory_docs", new BasicDBObject("$ne", new String[0])))
));

.. this might help you to see the form of translation from shell script to Java.

like image 83
glytching Avatar answered Oct 05 '22 22:10

glytching


I was running out of time so used following workaround. Will explore Morcos suggestion in detail later. But following code also works.

import com.infrasoft.mongo.MongoClientFactory;
import com.mongodb.BasicDBList;
import com.mongodb.BasicDBObject;
import com.mongodb.CommandResult;
import com.mongodb.DB;
import com.mongodb.DBObject;
import com.mongodb.util.JSON;

/**
 *
 * @author charudatta.joshi
 */
public class TestNaiveQuery1 {

    public static void main(String[] args) {

        String nativeQuery = "db.orders.aggregate([\n"
                + "   {\n"
                + "      $unwind: \"$specs\"\n"
                + "   },\n"
                + "   {\n"
                + "      $lookup:\n"
                + "         {\n"
                + "            from: \"inventory\",\n"
                + "            localField: \"specs\",\n"
                + "            foreignField: \"size\",\n"
                + "            as: \"inventory_docs\"\n"
                + "        }\n"
                + "   },\n"
                + "   {\n"
                + "      $match: { \"inventory_docs\": { $ne: [] } }\n"
                + "   }\n"
                + "])";

        DBObject command = new BasicDBObject();
        DB db = MongoClientFactory.getMongoClientFactory().getMongoClient().getDB("frms_data_demo");

        nativeQuery = "function() { return (" + nativeQuery + ").toArray(); }";

        //command.put("eval", "function() { return db." + collectionName + ".find(); }");
        command.put("eval", nativeQuery);
        CommandResult result = db.command(command);

        BasicDBList dbObjList = (BasicDBList) result.toMap().get("retval");

        DBObject dbo0 = (BasicDBObject) dbObjList.get(0);
        DBObject dbo1 = (BasicDBObject) dbObjList.get(0);

        System.out.println(dbObjList.get(0));
        System.out.println(dbObjList.get(1));
        // .... just loop on dbObjList

    }


}
like image 45
Charudatta Joshi Avatar answered Oct 06 '22 00:10

Charudatta Joshi