데이터 필터링

#include <stdio.h>
#include <bson/bson.h>
#include <mongoc/mongoc.h>
int main(void)
{
    mongoc_init();
    // Replace the placeholder with your connection string.
    char *uri = "<connection string>";
    mongoc_client_t* client = mongoc_client_new(uri);
    // Get a reference to relevant collections.
    // ... mongoc_collection_t *some_coll = mongoc_client_get_collection(client, "agg_tutorials_db", "some_coll");
    // ... mongoc_collection_t *another_coll = mongoc_client_get_collection(client, "agg_tutorials_db", "another_coll");
    // Delete any existing documents in collections if needed.
    // ... {
    // ...     bson_t *filter = bson_new();
    // ...     bson_error_t error;
    // ...     if (!mongoc_collection_delete_many(some_coll, filter, NULL, NULL, &error))
    // ...     {
    // ...         fprintf(stderr, "Delete error: %s\n", error.message);
    // ...     }
    // ...     bson_destroy(filter);
    // ... }
    // Insert sample data into the collection or collections.
    // ... {
    // ...     size_t num_docs = ...;
    // ...     bson_t *docs[num_docs];
    // ...
    // ...     docs[0] = ...;
    // ...
    // ...     bson_error_t error;
    // ...     if (!mongoc_collection_insert_many(some_coll, (const bson_t **)docs, num_docs, NULL, NULL, &error))
    // ...     {
    // ...         fprintf(stderr, "Insert error: %s\n", error.message);
    // ...     }
    // ...
    // ...     for (int i = 0; i < num_docs; i++)
    // ...     {
    // ...         bson_destroy(docs[i]);
    // ...     }
    // ... }
    {
        const bson_t *doc;
        // Add code to create pipeline stages.
        bson_t *pipeline = BCON_NEW("pipeline", "[",
        // ... Add pipeline stages here.
        "]");
        // Run the aggregation.
        // ... mongoc_cursor_t *results = mongoc_collection_aggregate(some_coll, MONGOC_QUERY_NONE, pipeline, NULL, NULL);
        bson_destroy(pipeline);
        // Print the aggregation results.
        while (mongoc_cursor_next(results, &doc))
        {
            char *str = bson_as_canonical_extended_json(doc, NULL);
            printf("%s\n", str);
            bson_free(str);
        }
        bson_error_t error;
        if (mongoc_cursor_error(results, &error))
        {
            fprintf(stderr, "Aggregation error: %s\n", error.message);
        }
        mongoc_cursor_destroy(results);
    }
    // Clean up resources.
    // ... mongoc_collection_destroy(some_coll);
    mongoc_client_destroy(client);
    mongoc_cleanup();
    return EXIT_SUCCESS;
}

mongoc_collection_t *persons = mongoc_client_get_collection(client, "agg_tutorials_db", "persons");
{
    bson_t *filter = bson_new();
    bson_error_t error;
    if (!mongoc_collection_delete_many(persons, filter, NULL, NULL, &error))
    {
        fprintf(stderr, "Delete error: %s\n", error.message);
    }
    bson_destroy(filter);
}
{
    size_t num_docs = 6;
    bson_t *docs[num_docs];
    docs[0] = BCON_NEW(
        "person_id", "6392529400",
        "firstname", "Elise",
        "lastname", "Smith",
        "dateofbirth", BCON_DATE_TIME(653616727000UL), // 1972-01-13T09:32:07Z
        "vocation", "ENGINEER",
        "address", "{",
        "number", BCON_INT32(5625),
        "street", "Tipa Circle",
        "city", "Wojzinmoj",
        "}");
    docs[1] = BCON_NEW(
        "person_id", "1723338115",
        "firstname", "Olive",
        "lastname", "Ranieri",
        "dateofbirth", BCON_DATE_TIME(485113500000UL), // 1985-05-12T23:14:30Z
        "gender", "FEMALE",
        "vocation", "ENGINEER",
        "address", "{",
        "number", BCON_INT32(9303),
        "street", "Mele Circle",
        "city", "Tobihbo",
        "}");
    docs[2] = BCON_NEW(
        "person_id", "8732762874",
        "firstname", "Toni",
        "lastname", "Jones",
        "dateofbirth", BCON_DATE_TIME(690559710000UL), // 1991-11-23T16:53:56Z
        "vocation", "POLITICIAN",
        "address", "{",
        "number", BCON_INT32(1),
        "street", "High Street",
        "city", "Upper Abbeywoodington",
        "}");
    docs[3] = BCON_NEW(
        "person_id", "7363629563",
        "firstname", "Bert",
        "lastname", "Gooding",
        "dateofbirth", BCON_DATE_TIME(449595112000UL), // 1941-04-07T22:11:52Z
        "vocation", "FLORIST",
        "address", "{",
        "number", BCON_INT32(13),
        "street", "Upper Bold Road",
        "city", "Redringtonville",
        "}");
    docs[4] = BCON_NEW(
        "person_id", "1029648329",
        "firstname", "Sophie",
        "lastname", "Celements",
        "dateofbirth", BCON_DATE_TIME(316265745000UL), // 1959-07-06T17:35:45Z
        "vocation", "ENGINEER",
        "address", "{",
        "number", BCON_INT32(5),
        "street", "Innings Close",
        "city", "Basilbridge",
        "}");
    docs[5] = BCON_NEW(
        "person_id", "7363626383",
        "firstname", "Carl",
        "lastname", "Simmons",
        "dateofbirth", BCON_DATE_TIME(915250045000UL), // 1998-12-26T13:13:55Z
        "vocation", "ENGINEER",
        "address", "{",
        "number", BCON_INT32(187),
        "street", "Hillside Road",
        "city", "Kenningford",
        "}");
    bson_error_t error;
    if (!mongoc_collection_insert_many(persons, (const bson_t **)docs, num_docs, NULL, NULL, &error))
    {
        fprintf(stderr, "Insert error: %s\n", error.message);
    }
    for (int i = 0; i < num_docs; i++)
    {
        bson_destroy(docs[i]);
    }
}

#include <iostream>
#include <bsoncxx/builder/basic/document.hpp>
#include <bsoncxx/builder/basic/kvp.hpp>
#include <bsoncxx/json.hpp>
#include <mongocxx/client.hpp>
#include <mongocxx/instance.hpp>
#include <mongocxx/pipeline.hpp>
#include <mongocxx/uri.hpp>
#include <chrono>
using bsoncxx::builder::basic::kvp;
using bsoncxx::builder::basic::make_document;
using bsoncxx::builder::basic::make_array;
int main() {
   mongocxx::instance instance;
   // Replace the placeholder with your connection string.
   mongocxx::uri uri("<connection string>");
   mongocxx::client client(uri);
   auto db = client["agg_tutorials_db"];
   // Delete existing data in the database, if necessary.
   db.drop();
   // Get a reference to relevant collections.
   // ... auto some_coll = db["..."];
   // ... auto another_coll = db["..."];
   // Insert sample data into the collection or collections.
   // ... some_coll.insert_many(docs);
   // Create an empty pipelne.
   mongocxx::pipeline pipeline;
   // Add code to create pipeline stages.
   // pipeline.match(make_document(...));
   // Run the aggregation and print the results.
   auto cursor = orders.aggregate(pipeline);
   for (auto&& doc : cursor) {
      std::cout << bsoncxx::to_json(doc, bsoncxx::ExtendedJsonMode::k_relaxed) << std::endl;
   }
}

auto persons = db["persons"];
std::vector<bsoncxx::document::value> docs = {
    bsoncxx::from_json(R"({
        "person_id": "6392529400",
        "firstname": "Elise",
        "lastname": "Smith",
        "dateofbirth": {"$date": 620947927},
        "vocation": "ENGINEER",
        "address": {
            "number": 5625,
            "street": "Tipa Circle",
            "city": "Wojzinmoj"
        }
    })"),
    bsoncxx::from_json(R"({
        "person_id": "1723338115",
        "firstname": "Olive",
        "lastname": "Ranieri",
        "dateofbirth": {"$date": 485529270000},
        "gender": "FEMALE",
        "vocation": "ENGINEER",
        "address": {
            "number": 9303,
            "street": "Mele Circle",
            "city": "Tobihbo"
        }
    })"),
    bsoncxx::from_json(R"({
        "person_id": "8732762874",
        "firstname": "Toni",
        "lastname": "Jones",
        "dateofbirth": {"$date": 690978836000},
        "vocation": "POLITICIAN",
        "address": {
            "number": 1,
            "street": "High Street",
            "city": "Upper Abbeywoodington"
        }
    })"),
    bsoncxx::from_json(R"({
        "person_id": "7363629563",
        "firstname": "Bert",
        "lastname": "Gooding",
        "dateofbirth": {"$date": -88368048000},
        "vocation": "FLORIST",
        "address": {
            "number": 13,
            "street": "Upper Bold Road",
            "city": "Redringtonville"
        }
    })"),
    bsoncxx::from_json(R"({
        "person_id": "1029648329",
        "firstname": "Sophie",
        "lastname": "Celements",
        "dateofbirth": {"$date": -31561935000},
        "vocation": "ENGINEER",
        "address": {
            "number": 5,
            "street": "Innings Close",
            "city": "Basilbridge"
        }
    })"),
    bsoncxx::from_json(R"({
        "person_id": "7363626383",
        "firstname": "Carl",
        "lastname": "Simmons",
        "dateofbirth": {"$date": 915148835000},
        "vocation": "ENGINEER",
        "address": {
            "number": 187,
            "street": "Hillside Road",
            "city": "Kenningford"
        }
    })")
};
auto result = persons.insert_many(docs); // Might throw an exception

using MongoDB.Driver;
using MongoDB.Bson;
using MongoDB.Bson.Serialization.Attributes;
// Define data model classes.
// ... public class MyClass { ... }
// Replace the placeholder with your connection string.
var uri = "<connection string>";
var client = new MongoClient(uri);
var aggDB = client.GetDatabase("agg_tutorials_db");
// Get a reference to relevant collections.
// ... var someColl = aggDB.GetCollection<MyClass>("someColl");
// ... var anotherColl = aggDB.GetCollection<MyClass>("anotherColl");
// Delete any existing documents in collections if needed.
// ... someColl.DeleteMany(Builders<MyClass>.Filter.Empty);
// Insert sample data into the collection or collections.
// ... someColl.InsertMany(new List<MyClass> { ... });
// Add code to chain pipeline stages to the Aggregate() method.
// ... var results = someColl.Aggregate().Match(...);
// Print the aggregation results.
foreach (var result in results.ToList())
{
  Console.WriteLine(result);
}

public class Person
{
  [BsonId]
  public ObjectId Id { get; set; }
  public string PersonId { get; set; }
  public string FirstName { get; set; }
  public string LastName { get; set; }
  public DateTime DateOfBirth { get; set; }
  [BsonIgnoreIfNull]
  public string? Gender { get; set; }
  public string Vocation { get; set; }
  public Address Address { get; set; }
}
public class Address
{
  public int Number { get; set; }
  public string Street { get; set; }
  public string City { get; set; }
}

var persons = aggDB.GetCollection<Person>("persons");
persons.DeleteMany(Builders<Person>.Filter.Empty);
persons.InsertMany(new List<Person>
    {
        new Person
        {
            PersonId = "6392529400",
            FirstName = "Elise",
            LastName = "Smith",
            DateOfBirth = DateTime.Parse("1972-01-13T09:32:07Z"),
            Vocation = "ENGINEER",
            Address = new Address
            {
                Number = 5625,
                Street = "Tipa Circle",
                City = "Wojzinmoj"
            }
        },
        new Person
        {
            PersonId = "1723338115",
            FirstName = "Olive",
            LastName = "Ranieri",
            DateOfBirth = DateTime.Parse("1985-05-12T23:14:30Z"),
            Gender = "FEMALE",
            Vocation = "ENGINEER",
            Address = new Address
            {
                Number = 9303,
                Street = "Mele Circle",
                City = "Tobihbo"
            }
        },
        new Person
        {
            PersonId = "8732762874",
            FirstName = "Toni",
            LastName = "Jones",
            DateOfBirth = DateTime.Parse("1991-11-23T16:53:56Z"),
            Vocation = "POLITICIAN",
            Address = new Address
            {
                Number = 1,
                Street = "High Street",
                City = "Upper Abbeywoodington"
            }
        },
        new Person
        {
            PersonId = "7363629563",
            FirstName = "Bert",
            LastName = "Gooding",
            DateOfBirth = DateTime.Parse("1941-04-07T22:11:52Z"),
            Vocation = "FLORIST",
            Address = new Address
            {
                Number = 13,
                Street = "Upper Bold Road",
                City = "Redringtonville"
            }
        },
        new Person
        {
            PersonId = "1029648329",
            FirstName = "Sophie",
            LastName = "Celements",
            DateOfBirth = DateTime.Parse("1959-07-06T17:35:45Z"),
            Vocation = "ENGINEER",
            Address = new Address
            {
                Number = 5,
                Street = "Innings Close",
                City = "Basilbridge"
            }
        },
        new Person
        {
            PersonId = "7363626383",
            FirstName = "Carl",
            LastName = "Simmons",
            DateOfBirth = DateTime.Parse("1998-12-26T13:13:55Z"),
            Vocation = "ENGINEER",
            Address = new Address
            {
                Number = 187,
                Street = "Hillside Road",
                City = "Kenningford"
            }
        }
    });

package main
import (
    "context"
    "fmt"
    "log"
    "time"
    "go.mongodb.org/mongo-driver/v2/bson"
    "go.mongodb.org/mongo-driver/v2/mongo"
    "go.mongodb.org/mongo-driver/v2/mongo/options"
)
// Define structs.
// type MyStruct struct { ... }
func main() {
    // Replace the placeholder with your connection string.
    const uri = "<connection string>"
    client, err := mongo.Connect(options.Client().ApplyURI(uri))
    if err != nil {
        log.Fatal(err)
    }
    defer func() {
        if err = client.Disconnect(context.TODO()); err != nil {
            log.Fatal(err)
        }
    }()
    aggDB := client.Database("agg_tutorials_db")
    // Get a reference to relevant collections.
    // ... someColl := aggDB.Collection("...")
    // ... anotherColl := aggDB.Collection("...")
    // Delete any existing documents in collections if needed.
    // ... someColl.DeleteMany(context.TODO(), bson.D{})
    // Insert sample data into the collection or collections.
    // ... _, err = someColl.InsertMany(...)
    // Add code to create pipeline stages.
    // ... myStage := bson.D{{...}}
    // Create a pipeline that includes the stages.
    // ... pipeline := mongo.Pipeline{...}
    // Run the aggregation.
    // ... cursor, err := someColl.Aggregate(context.TODO(), pipeline)
    if err != nil {
        log.Fatal(err)
    }
    defer func() {
        if err := cursor.Close(context.TODO()); err != nil {
            log.Fatalf("failed to close cursor: %v", err)
        }
    }()
    // Decode the aggregation results.
    var results []bson.D
    if err = cursor.All(context.TODO(), &results); err != nil {
        log.Fatalf("failed to decode results: %v", err)
    }
    // Print the aggregation results.
    for _, result := range results {
        res, _ := bson.MarshalExtJSON(result, false, false)
        fmt.Println(string(res))
    }
}

type Person struct {
	PersonID    string        `bson:"person_id"`
	Firstname   string        `bson:"firstname"`
	Lastname    string        `bson:"lastname"`
	Gender      string        `bson:"gender,omitempty"`
	DateOfBirth bson.DateTime `bson:"dateofbirth"`
	Vocation    string        `bson:"vocation"`
	Address     Address       `bson:"address"`
}
type Address struct {
	Number int
	Street string
	City   string
}

persons := aggDB.Collection("persons")
persons.DeleteMany(context.TODO(), bson.D{})
_, err = persons.InsertMany(context.TODO(), []interface{}{
	Person{
		PersonID:    "6392529400",
		Firstname:   "Elise",
		Lastname:    "Smith",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1972, 1, 13, 9, 32, 7, 0, time.UTC)),
		Vocation:    "ENGINEER",
		Address:     Address{Number: 5625, Street: "Tipa Circle", City: "Wojzinmoj"},
	},
	Person{
		PersonID:    "1723338115",
		Firstname:   "Olive",
		Lastname:    "Ranieri",
		Gender:      "FEMALE",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1985, 5, 12, 23, 14, 30, 0, time.UTC)),
		Vocation:    "ENGINEER",
		Address:     Address{Number: 9303, Street: "Mele Circle", City: "Tobihbo"},
	},
	Person{
		PersonID:    "8732762874",
		Firstname:   "Toni",
		Lastname:    "Jones",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1991, 11, 23, 16, 53, 56, 0, time.UTC)),
		Vocation:    "POLITICIAN",
		Address:     Address{Number: 1, Street: "High Street", City: "Upper Abbeywoodington"},
	},
	Person{
		PersonID:    "7363629563",
		Firstname:   "Bert",
		Lastname:    "Gooding",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1941, 4, 7, 22, 11, 52, 0, time.UTC)),
		Vocation:    "FLORIST",
		Address:     Address{Number: 13, Street: "Upper Bold Road", City: "Redringtonville"},
	},
	Person{
		PersonID:    "1029648329",
		Firstname:   "Sophie",
		Lastname:    "Celements",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1959, 7, 6, 17, 35, 45, 0, time.UTC)),
		Vocation:    "ENGINEER",
		Address:     Address{Number: 5, Street: "Innings Close", City: "Basilbridge"},
	},
	Person{
		PersonID:    "7363626383",
		Firstname:   "Carl",
		Lastname:    "Simmons",
		DateOfBirth: bson.NewDateTimeFromTime(time.Date(1998, 12, 26, 13, 13, 55, 0, time.UTC)),
		Vocation:    "ENGINEER",
		Address:     Address{Number: 187, Street: "Hillside Road", City: "Kenningford"},
	},
})
if err != nil {
	log.Fatal(err)
}

package org.example;
// Modify imports for each tutorial as needed.
import com.mongodb.client.*;
import com.mongodb.client.model.Aggregates;
import com.mongodb.client.model.Filters;
import com.mongodb.client.model.Sorts;
import org.bson.Document;
import org.bson.conversions.Bson;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
public class AggTutorial {
    public static void main( String[] args ) {
        // Replace the placeholder with your connection string.
        String uri = "<connection string>";
        try (MongoClient mongoClient = MongoClients.create(uri)) {
            MongoDatabase aggDB = mongoClient.getDatabase("agg_tutorials_db");
            // Get a reference to relevant collections.
            // ... MongoCollection<Document> someColl = ...
            // ... MongoCollection<Document> anotherColl = ...
            // Delete any existing documents in collections if needed.
            // ... someColl.deleteMany(Filters.empty());
            // Insert sample data into the collection or collections.
            // ... someColl.insertMany(...);
            // Create an empty pipeline array.
            List<Bson> pipeline = new ArrayList<>();
            // Add code to create pipeline stages.
            // ... pipeline.add(...);
            // Run the aggregation.
            // ... AggregateIterable<Document> aggregationResult = someColl.aggregate(pipeline);
            // Print the aggregation results.
            for (Document document : aggregationResult) {
                System.out.println(document.toJson());
            }
        }
    }
}

MongoCollection<Document> persons = aggDB.getCollection("persons");
persons.deleteMany(Filters.empty());
persons.insertMany(
        Arrays.asList(
                new Document("person_id", "6392529400")
                        .append("firstname", "Elise")
                        .append("lastname", "Smith")
                        .append("dateofbirth", LocalDateTime.parse("1972-01-13T09:32:07"))
                        .append("vocation", "ENGINEER")
                        .append("address", new Document("number", 5625)
                                .append("street", "Tipa Circle")
                                .append("city", "Wojzinmoj")),
                new Document("person_id", "1723338115")
                        .append("firstname", "Olive")
                        .append("lastname", "Ranieri")
                        .append("dateofbirth", LocalDateTime.parse("1985-05-12T23:14:30"))
                        .append("gender", "FEMALE")
                        .append("vocation", "ENGINEER")
                        .append("address", new Document("number", 9303)
                                .append("street", "Mele Circle")
                                .append("city", "Tobihbo")),
                new Document("person_id", "8732762874")
                        .append("firstname", "Toni")
                        .append("lastname", "Jones")
                        .append("dateofbirth", LocalDateTime.parse("1991-11-23T16:53:56"))
                        .append("vocation", "POLITICIAN")
                        .append("address", new Document("number", 1)
                                .append("street", "High Street")
                                .append("city", "Upper Abbeywoodington")),
                new Document("person_id", "7363629563")
                        .append("firstname", "Bert")
                        .append("lastname", "Gooding")
                        .append("dateofbirth", LocalDateTime.parse("1941-04-07T22:11:52"))
                        .append("vocation", "FLORIST")
                        .append("address", new Document("number", 13)
                                .append("street", "Upper Bold Road")
                                .append("city", "Redringtonville")),
                new Document("person_id", "1029648329")
                        .append("firstname", "Sophie")
                        .append("lastname", "Celements")
                        .append("dateofbirth", LocalDateTime.parse("1959-07-06T17:35:45"))
                        .append("vocation", "ENGINEER")
                        .append("address", new Document("number", 5)
                                .append("street", "Innings Close")
                                .append("city", "Basilbridge")),
                new Document("person_id", "7363626383")
                        .append("firstname", "Carl")
                        .append("lastname", "Simmons")
                        .append("dateofbirth", LocalDateTime.parse("1998-12-26T13:13:55"))
                        .append("vocation", "ENGINEER")
                        .append("address", new Document("number", 187)
                                .append("street", "Hillside Road")
                                .append("city", "Kenningford"))
        )
);

dependencies {
    // Implements Kotlin serialization
    implementation("org.jetbrains.kotlinx:kotlinx-serialization-core:1.5.1")
    // Implements Kotlin date and time handling
    implementation("org.jetbrains.kotlinx:kotlinx-datetime:0.6.1")
}

package org.example
// Modify imports for each tutorial as needed.
import com.mongodb.client.model.*
import com.mongodb.kotlin.client.coroutine.MongoClient
import kotlinx.coroutines.runBlocking
import kotlinx.datetime.LocalDateTime
import kotlinx.datetime.toJavaLocalDateTime
import kotlinx.serialization.Contextual
import kotlinx.serialization.Serializable
import org.bson.Document
import org.bson.conversions.Bson
// Define data classes.
@Serializable
data class MyClass(
    ...
)
suspend fun main() {
    // Replace the placeholder with your connection string.
    val uri = "<connection string>"
    MongoClient.create(uri).use { mongoClient ->
        val aggDB = mongoClient.getDatabase("agg_tutorials_db")
        // Get a reference to relevant collections.
        // ... val someColl = ...
        // Delete any existing documents in collections if needed.
        // ... someColl.deleteMany(empty())
        // Insert sample data into the collection or collections.
        // ... someColl.insertMany( ... )
        // Create an empty pipeline.
        val pipeline = mutableListOf<Bson>()
        // Add code to create pipeline stages.
        // ... pipeline.add(...)
        // Run the aggregation.
        // ... val aggregationResult = someColl.aggregate<Document>(pipeline)
        // Print the aggregation results.
        aggregationResult.collect { println(it) }
    }
}

@Serializable
data class Address(
    val number: Int,
    val street: String,
    val city: String
)
@Serializable
data class Person(
    val personID: String,
    val firstname: String,
    val lastname: String,
    @Contextual val dateOfBirth: LocalDateTime,
    val vocation: String,
    val address: Address,
    val gender: String? = null
)

val persons = aggDB.getCollection<Person>("persons")
persons.deleteMany(Filters.empty())
persons.insertMany(
    listOf(
        Person(
            "6392529400",
            "Elise",
            "Smith",
            LocalDateTime.parse("1972-01-13T09:32:07"),
            "ENGINEER",
            Address(5625, "Tipa Circle", "Wojzinmoj")
        ),
        Person(
            "1723338115",
            "Olive",
            "Ranieri",
            LocalDateTime.parse("1985-05-12T23:14:30"),
            "ENGINEER",
            Address(9303, "Mele Circle", "Tobihbo"),
            "FEMALE"
        ),
        Person(
            "8732762874",
            "Toni",
            "Jones",
            LocalDateTime.parse("1991-11-23T16:53:56"),
            "POLITICIAN",
            Address(1, "High Street", "Upper Abbeywoodington")
        ),
        Person(
            "7363629563",
            "Bert",
            "Gooding",
            LocalDateTime.parse("1941-04-07T22:11:52"),
            "FLORIST",
            Address(13, "Upper Bold Road", "Redringtonville")
        ),
        Person(
            "1029648329",
            "Sophie",
            "Celements",
            LocalDateTime.parse("1959-07-06T17:35:45"),
            "ENGINEER",
            Address(5, "Innings Close", "Basilbridge")
        ),
        Person(
            "7363626383",
            "Carl",
            "Simmons",
            LocalDateTime.parse("1998-12-26T13:13:55"),
            "ENGINEER",
            Address(187, "Hillside Road", "Kenningford")
        )
    )
)

const { MongoClient } = require("mongodb");
// Replace the placeholder with your connection string.
const uri = "<connection string>";
const client = new MongoClient(uri);
async function run() {
  try {
    const aggDB = client.db("agg_tutorials_db");
    // Get a reference to relevant collections.
    // ... const someColl =
    // ... const anotherColl =
    // Delete any existing documents in collections.
    // ... await someColl.deleteMany({});
    // Insert sample data into the collection or collections.
    // ... const someData = [ ... ];
    // ... await someColl.insertMany(someData);
    // Create an empty pipeline array.
    const pipeline = [];
    // Add code to create pipeline stages.
    // ... pipeline.push({ ... })
    // Run the aggregation.
    // ... const aggregationResult = ...
    // Print the aggregation results.
    for await (const document of aggregationResult) {
      console.log(document);
    }
  } finally {
    await client.close();
  }
}
run().catch(console.dir);

const persons = aggDB.collection("persons");
await persons.deleteMany({});
await persons.insertMany([
  {
    person_id: "6392529400",
    firstname: "Elise",
    lastname: "Smith",
    dateofbirth: new Date("1972-01-13T09:32:07Z"),
    vocation: "ENGINEER",
    address: {
      number: 5625,
      street: "Tipa Circle",
      city: "Wojzinmoj",
    },
  },
  {
    person_id: "1723338115",
    firstname: "Olive",
    lastname: "Ranieri",
    dateofbirth: new Date("1985-05-12T23:14:30Z"),
    gender: "FEMALE",
    vocation: "ENGINEER",
    address: {
      number: 9303,
      street: "Mele Circle",
      city: "Tobihbo",
    },
  },
  {
    person_id: "8732762874",
    firstname: "Toni",
    lastname: "Jones",
    dateofbirth: new Date("1991-11-23T16:53:56Z"),
    vocation: "POLITICIAN",
    address: {
      number: 1,
      street: "High Street",
      city: "Upper Abbeywoodington",
    },
  },
  {
    person_id: "7363629563",
    firstname: "Bert",
    lastname: "Gooding",
    dateofbirth: new Date("1941-04-07T22:11:52Z"),
    vocation: "FLORIST",
    address: {
      number: 13,
      street: "Upper Bold Road",
      city: "Redringtonville",
    },
  },
  {
    person_id: "1029648329",
    firstname: "Sophie",
    lastname: "Celements",
    dateofbirth: new Date("1959-07-06T17:35:45Z"),
    vocation: "ENGINEER",
    address: {
      number: 5,
      street: "Innings Close",
      city: "Basilbridge",
    },
  },
  {
    person_id: "7363626383",
    firstname: "Carl",
    lastname: "Simmons",
    dateofbirth: new Date("1998-12-26T13:13:55Z"),
    vocation: "ENGINEER",
    address: {
      number: 187,
      street: "Hillside Road",
      city: "Kenningford",
    },
  },
]);

<?php
require 'vendor/autoload.php';
// Modify imports for each tutorial as needed.
use MongoDB\Client;
use MongoDB\BSON\UTCDateTime;
use MongoDB\Builder\Pipeline;
use MongoDB\Builder\Stage;
use MongoDB\Builder\Type\Sort;
use MongoDB\Builder\Query;
use MongoDB\Builder\Expression;
use MongoDB\Builder\Accumulator;
use function MongoDB\object;
// Replace the placeholder with your connection string.
$uri = '<connection string>';
$client = new Client($uri);
// Get a reference to relevant collections.
// ... $someColl = $client->agg_tutorials_db->someColl;
// ... $anotherColl = $client->agg_tutorials_db->anotherColl;
// Delete any existing documents in collections if needed.
// ... $someColl->deleteMany([]);
// Insert sample data into the collection or collections.
// ... $someColl->insertMany(...);
// Add code to create pipeline stages within the Pipeline instance.
// ... $pipeline = new Pipeline(...);
// Run the aggregation.
// ... $cursor = $someColl->aggregate($pipeline);
// Print the aggregation results.
foreach ($cursor as $doc) {
    echo json_encode($doc, JSON_PRETTY_PRINT), PHP_EOL;
}

$persons = $client->agg_tutorials_db->persons;
$persons->deleteMany([]);
$persons->insertMany(
    [
        [
            'person_id' => '6392529400',
            'firstname' => 'Elise',
            'lastname' => 'Smith',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1972-01-13T09:32:07')),
            'vocation' => 'ENGINEER',
            'address' => ['number' => 5625, 'Street' => 'Tipa Circle', 'city' => 'Wojzinmoj'],
        ],
        [
            'person_id' => '1723338115',
            'firstname' => 'Olive',
            'lastname' => 'Ranieri',
            'gender' => 'FEMALE',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1985-05-12T23:14:30')),
            'vocation' => 'ENGINEER',
            'address' => ['number' => 9303, 'street' => 'Mele Circle', 'city' => 'Tobihbo'],
        ],
        [
            'person_id' => '8732762874',
            'firstname' => 'Toni',
            'lastname' => 'Jones',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1991-11-23T16:53:56')),
            'vocation' => 'POLITICIAN',
            'address' => ['number' => 1, 'street' => 'High Street', 'city' => 'Upper Abbeywoodington'],
        ],
        [
            'person_id' => '7363629563',
            'firstname' => 'Bert',
            'lastname' => 'Gooding',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1941-04-07T22:11:52')),
            'vocation' => 'FLORIST',
            'address' => ['number' => 13, 'street' => 'Upper Bold Road', 'city' => 'Redringtonville'],
        ],
        [
            'person_id' => '1029648329',
            'firstname' => 'Sophie',
            'lastname' => 'Celements',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1959-07-06T17:35:45')),
            'vocation' => 'ENGINEER',
            'address' => ['number' => 5, 'street' => 'Innings Close', 'city' => 'Basilbridge'],
        ],
        [
            'person_id' => '7363626383',
            'firstname' => 'Carl',
            'lastname' => 'Simmons',
            'dateofbirth' => new UTCDateTime(new DateTimeImmutable('1998-12-26T13:13:55')),
            'vocation' => 'ENGINEER',
            'address' => ['number' => 187, 'street' => 'Hillside Road', 'city' => 'Kenningford'],
        ]
    ]
);

# Modify imports for each tutorial as needed.
from pymongo import MongoClient
# Replace the placeholder with your connection string.
uri = "<connection string>"
client = MongoClient(uri)
try:
    agg_db = client["agg_tutorials_db"]
    # Get a reference to relevant collections.
    # ... some_coll = agg_db["some_coll"]
    # ... another_coll = agg_db["another_coll"]
    # Delete any existing documents in collections if needed.
    # ... some_coll.delete_many({})
    # Insert sample data into the collection or collections.
    # ... some_coll.insert_many(...)
    # Create an empty pipeline array.
    pipeline = []
    # Add code to create pipeline stages.
    # ... pipeline.append({...})
    # Run the aggregation.
    # ... aggregation_result = ...
    # Print the aggregation results.
    for document in aggregation_result:
        print(document)
finally:
    client.close()

person_coll = agg_db["persons"]
person_coll.delete_many({})
person_data = [
    {
        "person_id": "6392529400",
        "firstname": "Elise",
        "lastname": "Smith",
        "dateofbirth": datetime(1972, 1, 13, 9, 32, 7),
        "vocation": "ENGINEER",
        "address": {
            "number": 5625,
            "street": "Tipa Circle",
            "city": "Wojzinmoj",
        },
    },
    {
        "person_id": "1723338115",
        "firstname": "Olive",
        "lastname": "Ranieri",
        "dateofbirth": datetime(1985, 5, 12, 23, 14, 30),
        "gender": "FEMALE",
        "vocation": "ENGINEER",
        "address": {
            "number": 9303,
            "street": "Mele Circle",
            "city": "Tobihbo",
        },
    },
    {
        "person_id": "8732762874",
        "firstname": "Toni",
        "lastname": "Jones",
        "dateofbirth": datetime(1991, 11, 23, 16, 53, 56),
        "vocation": "POLITICIAN",
        "address": {
            "number": 1,
            "street": "High Street",
            "city": "Upper Abbeywoodington",
        },
    },
    {
        "person_id": "7363629563",
        "firstname": "Bert",
        "lastname": "Gooding",
        "dateofbirth": datetime(1941, 4, 7, 22, 11, 52),
        "vocation": "FLORIST",
        "address": {
            "number": 13,
            "street": "Upper Bold Road",
            "city": "Redringtonville",
        },
    },
    {
        "person_id": "1029648329",
        "firstname": "Sophie",
        "lastname": "Celements",
        "dateofbirth": datetime(1959, 7, 6, 17, 35, 45),
        "vocation": "ENGINEER",
        "address": {
            "number": 5,
            "street": "Innings Close",
            "city": "Basilbridge",
        },
    },
    {
        "person_id": "7363626383",
        "firstname": "Carl",
        "lastname": "Simmons",
        "dateofbirth": datetime(1998, 12, 26, 13, 13, 55),
        "vocation": "ENGINEER",
        "address": {
            "number": 187,
            "street": "Hillside Road",
            "city": "Kenningford",
        },
    },
]
person_coll.insert_many(person_data)

# typed: strict
require 'mongo'
require 'bson'
# Replace the placeholder with your connection string.
uri = "<connection string>"
Mongo::Client.new(uri) do |client|
  agg_db = client.use('agg_tutorials_db')
  # Get a reference to relevant collections.
  # ... some_coll = agg_db[:some_coll]
  # Delete any existing documents in collections if needed.
  # ... some_coll.delete_many({})
  # Insert sample data into the collection or collections.
  # ... some_coll.insert_many( ... )
  # Add code to create pipeline stages within the array.
  # ... pipeline = [ ... ]
  # Run the aggregation.
  # ... aggregation_result = some_coll.aggregate(pipeline)
  # Print the aggregation results.
  aggregation_result.each do |doc|
    puts doc
  end
end

persons = agg_db[:persons]
persons.delete_many({})
persons.insert_many(
  [
    {
      person_id: "6392529400",
      firstname: "Elise",
      lastname: "Smith",
      dateofbirth: DateTime.parse("1972-01-13T09:32:07Z"),
      vocation: "ENGINEER",
      address: {
        number: 5625,
        street: "Tipa Circle",
        city: "Wojzinmoj",
      },
    },
    {
      person_id: "1723338115",
      firstname: "Olive",
      lastname: "Ranieri",
      dateofbirth: DateTime.parse("1985-05-12T23:14:30Z"),
      gender: "FEMALE",
      vocation: "ENGINEER",
      address: {
        number: 9303,
        street: "Mele Circle",
        city: "Tobihbo",
      },
    },
    {
      person_id: "8732762874",
      firstname: "Toni",
      lastname: "Jones",
      dateofbirth: DateTime.parse("1991-11-23T16:53:56Z"),
      vocation: "POLITICIAN",
      address: {
        number: 1,
        street: "High Street",
        city: "Upper Abbeywoodington",
      },
    },
    {
      person_id: "7363629563",
      firstname: "Bert",
      lastname: "Gooding",
      dateofbirth: DateTime.parse("1941-04-07T22:11:52Z"),
      vocation: "FLORIST",
      address: {
        number: 13,
        street: "Upper Bold Road",
        city: "Redringtonville",
      },
    },
    {
      person_id: "1029648329",
      firstname: "Sophie",
      lastname: "Celements",
      dateofbirth: DateTime.parse("1959-07-06T17:35:45Z"),
      vocation: "ENGINEER",
      address: {
        number: 5,
        street: "Innings Close",
        city: "Basilbridge",
      },
    },
    {
      person_id: "7363626383",
      firstname: "Carl",
      lastname: "Simmons",
      dateofbirth: DateTime.parse("1998-12-26T13:13:55Z"),
      vocation: "ENGINEER",
      address: {
        number: 187,
        street: "Hillside Road",
        city: "Kenningford",
      },
    },
  ]
)

use mongodb::{
    bson::{doc, Document},
    options::ClientOptions,
    Client,
};
use futures::stream::TryStreamExt;
use std::error::Error;
// Define structs.
// #[derive(Debug, Serialize, Deserialize)]
// struct MyStruct { ... }
#[tokio::main]
async fn main() mongodb::error::Result<()> {
    // Replace the placeholder with your connection string.
    let uri = "<connection string>";
    let client = Client::with_uri_str(uri).await?;
    let agg_db = client.database("agg_tutorials_db");
    // Get a reference to relevant collections.
    // ... let some_coll: Collection<T> = agg_db.collection("...");
    // ... let another_coll: Collection<T> = agg_db.collection("...");
    // Delete any existing documents in collections if needed.
    // ... some_coll.delete_many(doc! {}).await?;
    // Insert sample data into the collection or collections.
    // ... some_coll.insert_many(vec![...]).await?;
    // Create an empty pipeline.
    let mut pipeline = Vec::new();
    // Add code to create pipeline stages.
    // pipeline.push(doc! { ... });
    // Run the aggregation and print the results.
    let mut results = some_coll.aggregate(pipeline).await?;
    while let Some(result) = results.try_next().await? {
       println!("{:?}\n", result);
    }
    Ok(())
}

#[derive(Debug, Serialize, Deserialize)]
struct Address {
    number: i32,
    street: String,
    city: String,
}
#[derive(Debug, Serialize, Deserialize)]
struct Person {
    person_id: String,
    firstname: String,
    lastname: String,
    dateofbirth: DateTime,
    vocation: String,
    address: Address,
}

let persons: Collection<Person> = agg_db.collection("persons");
persons.delete_many(doc! {}).await?;
let data = vec![
    Person {
        person_id: "6392529400".to_string(),
        firstname: "Elise".to_string(),
        lastname: "Smith".to_string(),
        dateofbirth: DateTime::builder().year(1972).month(1).day(13).hour(9).minute(32).second(7).build().unwrap(),
        vocation: "ENGINEER".to_string(),
        address: Address {
            number: 5625,
            street: "Tipa Circle".to_string(),
            city: "Wojzinmoj".to_string(),
        },
    },
    Person {
        person_id: "1723338115".to_string(),
        firstname: "Olive".to_string(),
        lastname: "Ranieri".to_string(),
        gender: "FEMALE".to_string(),
        dateofbirth: DateTime::builder().year(1985).month(5).day(12).hour(23).minute(14).second(30).build().unwrap(),
        vocation: "ENGINEER".to_string(),
        address: Address {
            number: 9303,
            street: "Mele Circle".to_string(),
            city: "Tobihbo".to_string(),
        },
    },
    Person {
        person_id: "8732762874".to_string(),
        firstname: "Toni".to_string(),
        lastname: "Jones".to_string(),
        dateofbirth: DateTime::builder().year(1991).month(11).day(23).hour(16).minute(53).second(56).build().unwrap(),
        vocation: "POLITICIAN".to_string(),
        address: Address {
            number: 1,
            street: "High Street".to_string(),
            city: "Upper Abbeywoodington".to_string(),
        },
    },
    Person {
        person_id: "7363629563".to_string(),
        firstname: "Bert".to_string(),
        lastname: "Gooding".to_string(),
        dateofbirth: DateTime::builder().year(1941).month(4).day(7).hour(22).minute(11).second(52).build().unwrap(),
        vocation: "FLORIST".to_string(),
        address: Address {
            number: 13,
            street: "Upper Bold Road".to_string(),
            city: "Redringtonville".to_string(),
        },
    },
    Person {
        person_id: "1029648329".to_string(),
        firstname: "Sophie".to_string(),
        lastname: "Celements".to_string(),
        dateofbirth: DateTime::builder().year(1959).month(7).day(6).hour(17).minute(35).second(45).build().unwrap(),
        vocation: "ENGINEER".to_string(),
        address: Address {
            number: 5,
            street: "Innings Close".to_string(),
            city: "Basilbridge".to_string(),
        },
    },
    Person {
        person_id: "7363626383".to_string(),
        firstname: "Carl".to_string(),
        lastname: "Simmons".to_string(),
        dateofbirth: DateTime::builder().year(1998).month(12).day(26).hour(13).minute(13).second(55).build().unwrap(),
        vocation: "ENGINEER".to_string(),
        address: Address {
            number: 187,
            street: "Hillside Road".to_string(),
            city: "Kenningford".to_string(),
        },
    },
];
persons.insert_many(data).await?;

package org.example;
// Modify imports for each tutorial as needed.
import org.mongodb.scala.MongoClient
import org.mongodb.scala.bson.Document
import org.mongodb.scala.model.{Accumulators, Aggregates, Field, Filters, Variable}
import java.text.SimpleDateFormat
object FilteredSubset {
  def main(args: Array[String]): Unit = {
    // Replace the placeholder with your connection string.
    val uri = "<connection string>"
    val mongoClient = MongoClient(uri)
    Thread.sleep(1000)
    val aggDB = mongoClient.getDatabase("agg_tutorials_db")
    // Get a reference to relevant collections.
    // ... val someColl = aggDB.getCollection("someColl")
    // ... val anotherColl = aggDB.getCollection("anotherColl")
    // Delete any existing documents in collections if needed.
    // ... someColl.deleteMany(Filters.empty()).subscribe(...)
    // If needed, create the date format template.
    val dateFormat = new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss")
    // Insert sample data into the collection or collections.
    // ... someColl.insertMany(...).subscribe(...)
    Thread.sleep(1000)
    // Add code to create pipeline stages within the Seq.
    // ... val pipeline = Seq(...)
    // Run the aggregation and print the results.
    // ... someColl.aggregate(pipeline).subscribe(...)
    Thread.sleep(1000)
    mongoClient.close()
  }
}

val persons = aggDB.getCollection("persons")
persons.deleteMany(Filters.empty()).subscribe(
  _ => {},
  e => println("Error: " + e.getMessage),
)
val dateFormat = new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss")
persons.insertMany(Seq(
  Document(
    "person_id" -> "6392529400",
    "firstname" -> "Elise",
    "lastname" -> "Smith",
    "dateofbirth" -> dateFormat.parse("1972-01-13T09:32:07"),
    "vocation" -> "ENGINEER",
    "address" -> Document(
      "number" -> 5625,
      "street" -> "Tipa Circle",
      "city" -> "Wojzinmoj"
    )
  ),
  Document(
    "person_id" -> "1723338115",
    "firstname" -> "Olive",
    "lastname" -> "Ranieri",
    "dateofbirth" -> dateFormat.parse("1985-05-12T23:14:30"),
    "gender" -> "FEMALE",
    "vocation" -> "ENGINEER",
    "address" -> Document(
      "number" -> 9303,
      "street" -> "Mele Circle",
      "city" -> "Tobihbo"
    )
  ),
  Document(
    "person_id" -> "8732762874",
    "firstname" -> "Toni",
    "lastname" -> "Jones",
    "dateofbirth" -> dateFormat.parse("1991-11-23T16:53:56"),
    "vocation" -> "POLITICIAN",
    "address" -> Document(
      "number" -> 1,
      "street" -> "High Street",
      "city" -> "Upper Abbeywoodington"
    )
  ),
  Document(
    "person_id" -> "7363629563",
    "firstname" -> "Bert",
    "lastname" -> "Gooding",
    "dateofbirth" -> dateFormat.parse("1941-04-07T22:11:52"),
    "vocation" -> "FLORIST",
    "address" -> Document(
      "number" -> 13,
      "street" -> "Upper Bold Road",
      "city" -> "Redringtonville"
    )
  ),
  Document(
    "person_id" -> "1029648329",
    "firstname" -> "Sophie",
    "lastname" -> "Celements",
    "dateofbirth" -> dateFormat.parse("1959-07-06T17:35:45"),
    "vocation" -> "ENGINEER",
    "address" -> Document(
      "number" -> 5,
      "street" -> "Innings Close",
      "city" -> "Basilbridge"
    )
  ),
  Document(
    "person_id" -> "7363626383",
    "firstname" -> "Carl",
    "lastname" -> "Simmons",
    "dateofbirth" -> dateFormat.parse("1998-12-26T13:13:55"),
    "vocation" -> "ENGINEER",
    "address" -> Document(
      "number" -> 187,
      "street" -> "Hillside Road",
      "city" -> "Kenningford"
    )
  )
)).subscribe(
  _ => {},
  e => println("Error: " + e.getMessage),
)