トランザクション

static bool
with_transaction_example (bson_error_t *error)
{
   mongoc_client_t *client = NULL;
   mongoc_write_concern_t *wc = NULL;
   mongoc_collection_t *coll = NULL;
   bool success = false;
   bool ret = false;
   bson_t *doc = NULL;
   bson_t *insert_opts = NULL;
   mongoc_client_session_t *session = NULL;
   mongoc_transaction_opt_t *txn_opts = NULL;
   /* For a replica set, include the replica set name and a seedlist of the
    * members in the URI string; e.g.
    * uri_repl = "mongodb://mongodb0.example.com:27017,mongodb1.example.com:" \
    *    "27017/?replicaSet=myRepl";
    * client = mongoc_client_new (uri_repl);
    * For a sharded cluster, connect to the mongos instances; e.g.
    * uri_sharded =
    * "mongodb://mongos0.example.com:27017,mongos1.example.com:27017/";
    * client = mongoc_client_new (uri_sharded);
    */
   client = get_client ();
   /* Prereq: Create collections. Note Atlas connection strings include a majority write
    * concern by default.
    */
   wc = mongoc_write_concern_new ();
   mongoc_write_concern_set_wmajority (wc, 0);
   insert_opts = bson_new ();
   mongoc_write_concern_append (wc, insert_opts);
   coll = mongoc_client_get_collection (client, "mydb1", "foo");
   doc = BCON_NEW ("abc", BCON_INT32 (0));
   ret = mongoc_collection_insert_one (coll, doc, insert_opts, NULL /* reply */, error);
   if (!ret) {
      goto fail;
   }
   bson_destroy (doc);
   mongoc_collection_destroy (coll);
   coll = mongoc_client_get_collection (client, "mydb2", "bar");
   doc = BCON_NEW ("xyz", BCON_INT32 (0));
   ret = mongoc_collection_insert_one (coll, doc, insert_opts, NULL /* reply */, error);
   if (!ret) {
      goto fail;
   }
   /* Step 1: Start a client session. */
   session = mongoc_client_start_session (client, NULL /* opts */, error);
   if (!session) {
      goto fail;
   }
   /* Step 2: Optional. Define options to use for the transaction. */
   txn_opts = mongoc_transaction_opts_new ();
   mongoc_transaction_opts_set_write_concern (txn_opts, wc);
   /* Step 3: Use mongoc_client_session_with_transaction to start a transaction,
    * execute the callback, and commit (or abort on error). */
   ret = mongoc_client_session_with_transaction (session, callback, txn_opts, NULL /* ctx */, NULL /* reply */, error);
   if (!ret) {
      goto fail;
   }
   success = true;
fail:
   bson_destroy (doc);
   mongoc_collection_destroy (coll);
   bson_destroy (insert_opts);
   mongoc_write_concern_destroy (wc);
   mongoc_transaction_opts_destroy (txn_opts);
   mongoc_client_session_destroy (session);
   mongoc_client_destroy (client);
   return success;
}
/* Define the callback that specifies the sequence of operations to perform
 * inside the transactions. */
static bool
callback (mongoc_client_session_t *session, void *ctx, bson_t **reply, bson_error_t *error)
{
   mongoc_client_t *client = NULL;
   mongoc_collection_t *coll = NULL;
   bson_t *doc = NULL;
   bool success = false;
   bool ret = false;
   BSON_UNUSED (ctx);
   client = mongoc_client_session_get_client (session);
   coll = mongoc_client_get_collection (client, "mydb1", "foo");
   doc = BCON_NEW ("abc", BCON_INT32 (1));
   ret = mongoc_collection_insert_one (coll, doc, NULL /* opts */, *reply, error);
   if (!ret) {
      goto fail;
   }
   bson_destroy (doc);
   mongoc_collection_destroy (coll);
   coll = mongoc_client_get_collection (client, "mydb2", "bar");
   doc = BCON_NEW ("xyz", BCON_INT32 (999));
   ret = mongoc_collection_insert_one (coll, doc, NULL /* opts */, *reply, error);
   if (!ret) {
      goto fail;
   }
   success = true;
fail:
   mongoc_collection_destroy (coll);
   bson_destroy (doc);
   return success;
}

// The mongocxx::instance constructor and destructor initialize and shut down the driver,
// respectively. Therefore, a mongocxx::instance must be created before using the driver and
// must remain alive for as long as the driver is in use.
mongocxx::instance inst{};
// For a replica set, include the replica set name and a seedlist of the members in the URI
// string; e.g.
// uriString =
// 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
// For a sharded cluster, connect to the mongos instances; e.g.
// uriString = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
mongocxx::client client{mongocxx::uri{}};
// Prepare to set majority write explicitly. Note: on Atlas deployments this won't always be
// needed. The suggested Atlas connection string includes majority write concern by default.
write_concern wc_majority{};
wc_majority.acknowledge_level(write_concern::level::k_majority);
// Prereq: Create collections.
auto foo = client["mydb1"]["foo"];
auto bar = client["mydb2"]["bar"];
try {
    options::insert opts;
    opts.write_concern(wc_majority);
    foo.insert_one(make_document(kvp("abc", 0)), opts);
    bar.insert_one(make_document(kvp("xyz", 0)), opts);
} catch (mongocxx::exception const& e) {
    std::cout << "An exception occurred while inserting: " << e.what() << std::endl;
    return EXIT_FAILURE;
}
// Step 1: Define the callback that specifies the sequence of operations to perform inside the
// transactions.
client_session::with_transaction_cb callback = [&](client_session* session) {
    // Important::  You must pass the session to the operations.
    foo.insert_one(*session, make_document(kvp("abc", 1)));
    bar.insert_one(*session, make_document(kvp("xyz", 999)));
};
// Step 2: Start a client session
auto session = client.start_session();
// Step 3: Use with_transaction to start a transaction, execute the callback,
// and commit (or abort on error).
try {
    options::transaction opts;
    opts.write_concern(wc_majority);
    session.with_transaction(callback, opts);
} catch (mongocxx::exception const& e) {
    std::cout << "An exception occurred: " << e.what() << std::endl;
    return EXIT_FAILURE;
}
return EXIT_SUCCESS;

// For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
// string uri = "mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl";
// For a sharded cluster, connect to the mongos instances; e.g.
// string uri = "mongodb://mongos0.example.com:27017,mongos1.example.com:27017/";
var client = new MongoClient(connectionString);
// Prereq: Create collections.
var database1 = client.GetDatabase("mydb1");
var collection1 = database1.GetCollection<BsonDocument>("foo").WithWriteConcern(WriteConcern.WMajority);
collection1.InsertOne(new BsonDocument("abc", 0));
var database2 = client.GetDatabase("mydb2");
var collection2 = database2.GetCollection<BsonDocument>("bar").WithWriteConcern(WriteConcern.WMajority);
collection2.InsertOne(new BsonDocument("xyz", 0));
// Step 1: Start a client session.
using (var session = client.StartSession())
{
    // Step 2: Optional. Define options to use for the transaction.
    var transactionOptions = new TransactionOptions(
        writeConcern: WriteConcern.WMajority);
    // Step 3: Define the sequence of operations to perform inside the transactions
    var cancellationToken = CancellationToken.None; // normally a real token would be used
    result = session.WithTransaction(
        (s, ct) =>
        {
            try
            {
                collection1.InsertOne(s, new BsonDocument("abc", 1), cancellationToken: ct);
                collection2.InsertOne(s, new BsonDocument("xyz", 999), cancellationToken: ct);
            }
            catch (MongoWriteException)
            {
                // Do something in response to the exception
                throw; // NOTE: You must rethrow the exception otherwise an infinite loop can occur.
            }
            return "Inserted into collections in different databases";
        },
        transactionOptions,
        cancellationToken);
}

// WithTransactionExample is an example of using the Session.WithTransaction function.
func WithTransactionExample(ctx context.Context) error {
	// For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
	// uri := "mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl"
	// For a sharded cluster, connect to the mongos instances; e.g.
	// uri := "mongodb://mongos0.example.com:27017,mongos1.example.com:27017/"
	uri := mtest.ClusterURI()
	clientOpts := options.Client().ApplyURI(uri)
	client, err := mongo.Connect(clientOpts)
	if err != nil {
		return err
	}
	defer func() { _ = client.Disconnect(ctx) }()
	// Prereq: Create collections.
	wcMajority := writeconcern.Majority()
	wcMajorityCollectionOpts := options.Collection().SetWriteConcern(wcMajority)
	fooColl := client.Database("mydb1").Collection("foo", wcMajorityCollectionOpts)
	barColl := client.Database("mydb1").Collection("bar", wcMajorityCollectionOpts)
	// Step 1: Define the callback that specifies the sequence of operations to perform inside the transaction.
	callback := func(sesctx context.Context) (any, error) {
		// Important: You must pass sesctx as the Context parameter to the operations for them to be executed in the
		// transaction.
		if _, err := fooColl.InsertOne(sesctx, bson.D{{"abc", 1}}); err != nil {
			return nil, err
		}
		if _, err := barColl.InsertOne(sesctx, bson.D{{"xyz", 999}}); err != nil {
			return nil, err
		}
		return nil, nil
	}
	// Step 2: Start a session and run the callback using WithTransaction.
	session, err := client.StartSession()
	if err != nil {
		return err
	}
	defer session.EndSession(ctx)
	result, err := session.WithTransaction(ctx, callback)
	if err != nil {
		return err
	}
	log.Printf("result: %v\n", result)
	return nil
}

/*
  For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
  String uri = "mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/admin?replicaSet=myRepl";
  For a sharded cluster, connect to the mongos instances.
  For example:
  String uri = "mongodb://mongos0.example.com:27017,mongos1.example.com:27017:27017/admin";
 */
final MongoClient client = MongoClients.create(uri);
/*
    Create collections.
 */
client.getDatabase("mydb1").getCollection("foo")
        .withWriteConcern(WriteConcern.MAJORITY).insertOne(new Document("abc", 0));
client.getDatabase("mydb2").getCollection("bar")
        .withWriteConcern(WriteConcern.MAJORITY).insertOne(new Document("xyz", 0));
/* Step 1: Start a client session. */
final ClientSession clientSession = client.startSession();
/* Step 2: Optional. Define options to use for the transaction. */
TransactionOptions txnOptions = TransactionOptions.builder()
        .writeConcern(WriteConcern.MAJORITY)
        .build();
/* Step 3: Define the sequence of operations to perform inside the transactions. */
TransactionBody txnBody = new TransactionBody<String>() {
    public String execute() {
        MongoCollection<Document> coll1 = client.getDatabase("mydb1").getCollection("foo");
        MongoCollection<Document> coll2 = client.getDatabase("mydb2").getCollection("bar");
        /*
           Important:: You must pass the session to the operations.
         */
        coll1.insertOne(clientSession, new Document("abc", 1));
        coll2.insertOne(clientSession, new Document("xyz", 999));
        return "Inserted into collections in different databases";
    }
};
try {
    /*
       Step 4: Use .withTransaction() to start a transaction,
       execute the callback, and commit (or abort on error).
    */
    clientSession.withTransaction(txnBody, txnOptions);
} catch (RuntimeException e) {
    // some error handling
} finally {
    clientSession.close();
}

# For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
# uriString = 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
# For a sharded cluster, connect to the mongos instances; e.g.
# uriString = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
client = AsyncIOMotorClient(uriString)
wc_majority = WriteConcern("majority", wtimeout=1000)
# Prereq: Create collections.
await client.get_database("mydb1", write_concern=wc_majority).foo.insert_one({"abc": 0})
await client.get_database("mydb2", write_concern=wc_majority).bar.insert_one({"xyz": 0})
# Step 1: Define the callback that specifies the sequence of operations to perform inside the transactions.
async def callback(my_session):
    collection_one = my_session.client.mydb1.foo
    collection_two = my_session.client.mydb2.bar
    # Important:: You must pass the session to the operations.
    await collection_one.insert_one({"abc": 1}, session=my_session)
    await collection_two.insert_one({"xyz": 999}, session=my_session)
# Step 2: Start a client session.
async with await client.start_session() as session:
    # Step 3: Use with_transaction to start a transaction, execute the callback, and commit (or abort on error).
    await session.with_transaction(
        callback,
        read_concern=ReadConcern("local"),
        write_concern=wc_majority,
        read_preference=ReadPreference.PRIMARY,
    )

  // For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
  // const uri = 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
  // For a sharded cluster, connect to the mongos instances; e.g.
  // const uri = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
  const client = new MongoClient(uri);
  await client.connect();
  // Prereq: Create collections.
  await client
    .db('mydb1')
    .collection('foo')
    .insertOne({ abc: 0 }, { writeConcern: { w: 'majority' } });
  await client
    .db('mydb2')
    .collection('bar')
    .insertOne({ xyz: 0 }, { writeConcern: { w: 'majority' } });
  // Step 1: Start a Client Session
  const session = client.startSession();
  // Step 2: Optional. Define options to use for the transaction
  const transactionOptions = {
    readPreference: 'primary',
    readConcern: { level: 'local' },
    writeConcern: { w: 'majority' }
  };
  // Step 3: Use withTransaction to start a transaction, execute the callback, and commit (or abort on error)
  // Note: The callback for withTransaction MUST be async and/or return a Promise.
  try {
    await session.withTransaction(async () => {
      const coll1 = client.db('mydb1').collection('foo');
      const coll2 = client.db('mydb2').collection('bar');
      // Important:: You must pass the session to the operations
      await coll1.insertOne({ abc: 1 }, { session });
      await coll2.insertOne({ xyz: 999 }, { session });
    }, transactionOptions);
  } finally {
    await session.endSession();
    await client.close();
  }

sub runTransactionWithRetry {
    my ( $txnFunc, $session ) = @_;
    LOOP: {
        eval {
            $txnFunc->($session); # performs transaction
        };
        if ( my $error = $@ ) {
            print("Transaction aborted-> Caught exception during transaction.\n");
            # If transient error, retry the whole transaction
            if ( $error->has_error_label("TransientTransactionError") ) {
                print("TransientTransactionError, retrying transaction ->..\n");
                redo LOOP;
            }
            else {
                die $error;
            }
        }
    }
    return;
}
sub commitWithRetry {
    my ($session) = @_;
    LOOP: {
        eval {
            $session->commit_transaction(); # Uses write concern set at transaction start.
            print("Transaction committed->\n");
        };
        if ( my $error = $@ ) {
            # Can retry commit
            if ( $error->has_error_label("UnknownTransactionCommitResult") ) {
                print("UnknownTransactionCommitResult, retrying commit operation ->..\n");
                redo LOOP;
            }
            else {
                print("Error during commit ->..\n");
                die $error;
            }
        }
    }
    return;
}
# Updates two collections in a transactions
sub updateEmployeeInfo {
    my ($session) = @_;
    my $employeesCollection = $session->client->ns("hr.employees");
    my $eventsCollection    = $session->client->ns("reporting.events");
    $session->start_transaction(
        {
            readConcern  => { level => "snapshot" },
            writeConcern => { w     => "majority" },
            readPreference => 'primary',
        }
    );
    eval {
        $employeesCollection->update_one(
            { employee => 3 }, { '$set' => { status => "Inactive" } },
            { session => $session},
        );
        $eventsCollection->insert_one(
            { employee => 3, status => { new => "Inactive", old => "Active" } },
            { session => $session},
        );
    };
    if ( my $error = $@ ) {
        print("Caught exception during transaction, aborting->\n");
        $session->abort_transaction();
        die $error;
    }
    commitWithRetry($session);
}
# Start a session
my $session = $client->start_session();
eval {
    runTransactionWithRetry(\&updateEmployeeInfo, $session);
};
if ( my $error = $@ ) {
    # Do something with error
}
$session->end_session();

/*
 * For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
 * uriString = 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
 * For a sharded cluster, connect to the mongos instances; e.g.
 * uriString = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
 */
$client = new \MongoDB\Client($uriString);
// Prerequisite: Create collections.
$client->selectCollection(
    'mydb1',
    'foo',
    [
        'writeConcern' => new \MongoDB\Driver\WriteConcern(\MongoDB\Driver\WriteConcern::MAJORITY, 1000),
    ],
)->insertOne(['abc' => 0]);
$client->selectCollection(
    'mydb2',
    'bar',
    [
        'writeConcern' => new \MongoDB\Driver\WriteConcern(\MongoDB\Driver\WriteConcern::MAJORITY, 1000),
    ],
)->insertOne(['xyz' => 0]);
// Step 1: Define the callback that specifies the sequence of operations to perform inside the transactions.
$callback = function (\MongoDB\Driver\Session $session) use ($client): void {
    $client
        ->selectCollection('mydb1', 'foo')
        ->insertOne(['abc' => 1], ['session' => $session]);
    $client
        ->selectCollection('mydb2', 'bar')
        ->insertOne(['xyz' => 999], ['session' => $session]);
};
// Step 2: Start a client session.
$session = $client->startSession();
// Step 3: Use with_transaction to start a transaction, execute the callback, and commit (or abort on error).
\MongoDB\with_transaction($session, $callback);

# For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
# uriString = 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
# For a sharded cluster, connect to the mongos instances; e.g.
# uriString = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
client = MongoClient(uriString)
wc_majority = WriteConcern("majority", wtimeout=1000)
# Prereq: Create collections.
client.get_database("mydb1", write_concern=wc_majority).foo.insert_one({"abc": 0})
client.get_database("mydb2", write_concern=wc_majority).bar.insert_one({"xyz": 0})
# Step 1: Define the callback that specifies the sequence of operations to perform inside the transactions.
def callback(session):
    collection_one = session.client.mydb1.foo
    collection_two = session.client.mydb2.bar
    # Important:: You must pass the session to the operations.
    collection_one.insert_one({"abc": 1}, session=session)
    collection_two.insert_one({"xyz": 999}, session=session)
# Step 2: Start a client session.
with client.start_session() as session:
    # Step 3: Use with_transaction to start a transaction, execute the callback, and commit (or abort on error).
    session.with_transaction(callback)

# For a replica set, include the replica set name and a seedlist of the members in the URI string; e.g.
# uriString = 'mongodb://mongodb0.example.com:27017,mongodb1.example.com:27017/?replicaSet=myRepl'
# For a sharded cluster, connect to the mongos instances; e.g.
# uri_string = 'mongodb://mongos0.example.com:27017,mongos1.example.com:27017/'
client = Mongo::Client.new(uri_string, write_concern: {w: :majority, wtimeout: 1000})
# Prereq: Create collections.
client.use('mydb1')['foo'].insert_one(abc: 0)
client.use('mydb2')['bar'].insert_one(xyz: 0)
# Step 1: Define the callback that specifies the sequence of operations to perform inside the transactions.
callback = Proc.new do |my_session|
  collection_one = client.use('mydb1')['foo']
  collection_two = client.use('mydb2')['bar']
  # Important: You must pass the session to the operations.
  collection_one.insert_one({'abc': 1}, session: my_session)
  collection_two.insert_one({'xyz': 999}, session: my_session)
end
#. Step 2: Start a client session.
session = client.start_session
# Step 3: Use with_transaction to start a transaction, execute the callback, and commit (or abort on error).
session.with_transaction(
  read_concern: {level: :local},
  write_concern: {w: :majority, wtimeout: 1000},
  read: {mode: :primary},
  &callback)

// Prereq: Create collections. CRUD operations in transactions must be on existing collections.
client
    .database("mydb1")
    .collection::<Document>("foo")
    .insert_one(doc! { "abc": 0})
    .await?;
client
    .database("mydb2")
    .collection::<Document>("bar")
    .insert_one(doc! { "xyz": 0})
    .await?;
// Step 1: Define the callback that specifies the sequence of operations to perform inside the
// transaction.
async fn callback(session: &mut ClientSession) -> Result<()> {
    let collection_one = session
        .client()
        .database("mydb1")
        .collection::<Document>("foo");
    let collection_two = session
        .client()
        .database("mydb2")
        .collection::<Document>("bar");
    // Important: You must pass the session to the operations.
    collection_one
        .insert_one(doc! { "abc": 1 })
        .session(&mut *session)
        .await?;
    collection_two
        .insert_one(doc! { "xyz": 999 })
        .session(session)
        .await?;
    Ok(())
}
// Step 2: Start a client session.
let mut session = client.start_session().await?;
// Step 3: Use and_run2 to start a transaction, execute the callback, and commit (or
// abort on error).
session.start_transaction().and_run2(callback).await?;

/*
 * Copyright 2008-present MongoDB, Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package org.mongodb.scala
import org.mongodb.scala.model.{Filters, Updates}
import org.mongodb.scala.result.UpdateResult
import scala.concurrent.Await
import scala.concurrent.duration.Duration
//scalastyle:off magic.number
class DocumentationTransactionsExampleSpec extends RequiresMongoDBISpec {
  // Implicit functions that execute the Observable and return the results
  val waitDuration = Duration(5, "seconds")
  implicit class ObservableExecutor[T](observable: Observable[T]) {
    def execute(): Seq[T] = Await.result(observable.toFuture(), waitDuration)
  }
  implicit class SingleObservableExecutor[T](observable: SingleObservable[T]) {
    def execute(): T = Await.result(observable.toFuture(), waitDuration)
  }
  // end implicit functions
  "The Scala driver" should "be able to commit a transaction" in withClient { client =>
    assume(serverVersionAtLeast(List(4, 0, 0)) && !hasSingleHost())
    client.getDatabase("hr").drop().execute()
    client.getDatabase("hr").createCollection("employees").execute()
    client.getDatabase("hr").createCollection("events").execute()
    updateEmployeeInfoWithRetry(client).execute() should equal(Completed())
    client.getDatabase("hr").drop().execute() should equal(Completed())
  }
  def updateEmployeeInfo(database: MongoDatabase, observable: SingleObservable[ClientSession]): SingleObservable[ClientSession] = {
    observable.map(clientSession => {
      val employeesCollection = database.getCollection("employees")
      val eventsCollection = database.getCollection("events")
      val transactionOptions = TransactionOptions.builder()
        .readPreference(ReadPreference.primary())
        .readConcern(ReadConcern.SNAPSHOT)
        .writeConcern(WriteConcern.MAJORITY)
        .build()
      clientSession.startTransaction(transactionOptions)
      employeesCollection.updateOne(clientSession, Filters.eq("employee", 3), Updates.set("status", "Inactive"))
        .subscribe((res: UpdateResult) => println(res))
      eventsCollection.insertOne(clientSession, Document("employee" -> 3, "status" -> Document("new" -> "Inactive", "old" -> "Active")))
        .subscribe((res: Completed) => println(res))
      clientSession
    })
  }
  def commitAndRetry(observable: SingleObservable[Completed]): SingleObservable[Completed] = {
    observable.recoverWith({
      case e: MongoException if e.hasErrorLabel(MongoException.UNKNOWN_TRANSACTION_COMMIT_RESULT_LABEL) => {
        println("UnknownTransactionCommitResult, retrying commit operation ...")
        commitAndRetry(observable)
      }
      case e: Exception => {
        println(s"Exception during commit ...: $e")
        throw e
      }
    })
  }
  def runTransactionAndRetry(observable: SingleObservable[Completed]): SingleObservable[Completed] = {
    observable.recoverWith({
      case e: MongoException if e.hasErrorLabel(MongoException.TRANSIENT_TRANSACTION_ERROR_LABEL) => {
        println("TransientTransactionError, aborting transaction and retrying ...")
        runTransactionAndRetry(observable)
      }
    })
  }
  def updateEmployeeInfoWithRetry(client: MongoClient): SingleObservable[Completed] = {
    val database = client.getDatabase("hr")
    val updateEmployeeInfoObservable: Observable[ClientSession] = updateEmployeeInfo(database, client.startSession())
    val commitTransactionObservable: SingleObservable[Completed] =
      updateEmployeeInfoObservable.flatMap(clientSession => clientSession.commitTransaction())
    val commitAndRetryObservable: SingleObservable[Completed] = commitAndRetry(commitTransactionObservable)
    runTransactionAndRetry(commitAndRetryObservable)
  }
}