Use Automatic Queryable Encryption with GCP
On this page
- Overview
- Before You Get Started
- Set Up the KMS
- Register a GCP Service Account
- Create a GCP Customer Master Key
- Create the Application
- Create a Unique Index on your Key Vault collection
- Create your Data Encryption Keys and Encrypted Collection
- Configure your MongoClient for Encrypted Reads and Writes
- Insert a Document with Encrypted Fields
- Retrieve Your Encrypted Document
- Learn More
Overview
This guide shows you how to build a Queryable Encryption enabled application using Google Cloud Key Management Service.
After you complete the steps in this guide, you should have:
A CMK hosted on Google Cloud Key Management Service.
A client application that inserts encrypted documents using your CMK.
Before You Get Started
To complete and run the code in this guide, you need to set up your development environment as shown in the Installation Requirements page.
Tip
See: Full Application
To see the complete code for the application you make in this guide, select the tab corresponding to your programming language and follow the provided link:
Set Up the KMS
Register a GCP Service Account
Register or log in to your existing account on Google Cloud.
Create a service account for your project
To create a service account on Google Cloud, follow the Creating a service account guide in Google's official documentation.
Add a service account key
To add a service account key on Google Cloud, follow the Managing service account keys guide in Google's official documentation.
Important
When creating your service account key, you receive a one-time download of the private key information. Make sure to download this file in either the PKCS12 or JSON format for use later in this tutorial.
Create a GCP Customer Master Key
Create a new Customer Master Key
Create a key ring and a symmetric key by following the Create a key guide from Google's official documentation.
This key is your Customer Master Key (CMK).
Record the following details of your CMK for use in a future step of this tutorial.
Field | Required | Description |
---|---|---|
key_name | Yes | Identifier for the CMK. |
key_ring | Yes | Identifier for the group of keys your key belongs to. |
key_version | No | The version of the named key. |
location | Yes | Region specified for your key. |
endpoint | No | The host and optional port of the Google Cloud KMS.
The default value is |
Create the Application
Select the tab that corresponds to the MongoDB driver you are using in your application to see relevant code samples.
Create a Unique Index on your Key Vault collection
Create a unique index on the keyAltNames
field in your
encryption.__keyVault
collection.
Select the tab corresponding to your preferred MongoDB driver:
const uri = "<Your Connection String>"; const keyVaultClient = Mongo(uri); const keyVaultDB = keyVaultClient.getDB(keyVaultDatabase); // Drop the Key Vault Collection in case you created this collection // in a previous run of this application. keyVaultDB.dropDatabase(); keyVaultDB.createCollection(keyVaultCollection); const keyVaultColl = keyVaultDB.getCollection(keyVaultCollection); keyVaultColl.createIndex( { keyAltNames: 1 }, { unique: true, partialFilterExpression: { keyAltNames: { $exists: true } }, } );
var connectionString = "<Your MongoDB URI>"; var keyVaultNamespace = CollectionNamespace.FromFullName("encryption.__keyVault"); var keyVaultClient = new MongoClient(connectionString); var indexOptions = new CreateIndexOptions<BsonDocument> { Unique = true, PartialFilterExpression = new BsonDocument {{"keyAltNames", new BsonDocument {{"$exists", new BsonBoolean(true)}}}} }; var builder = Builders<BsonDocument>.IndexKeys; var indexKeysDocument = builder.Ascending("keyAltNames"); var indexModel = new CreateIndexModel<BsonDocument>(indexKeysDocument, indexOptions); var keyVaultDatabase = keyVaultClient.GetDatabase(keyVaultNamespace.DatabaseNamespace.DatabaseName); // Drop the Key Vault Collection in case you created this collection // in a previous run of this application. keyVaultDatabase.DropCollection(keyVaultNamespace.CollectionName); var keyVaultCollection = keyVaultDatabase.GetCollection<BsonDocument>(keyVaultNamespace.CollectionName); keyVaultCollection.Indexes.CreateOne(indexModel);
uri := "<Your MongoDB URI>" keyVaultClient, err := mongo.Connect(context.TODO(), options.Client().ApplyURI(uri)) if err != nil { return fmt.Errorf("Connect error for regular client: %v", err) } defer func() { _ = keyVaultClient.Disconnect(context.TODO()) }() keyVaultDb := "encryption" keyVaultColl := "__keyVault" keyVaultNamespace := keyVaultDb + "." + keyVaultColl keyVaultIndex := mongo.IndexModel{ Keys: bson.D{{"keyAltNames", 1}}, Options: options.Index(). SetUnique(true). SetPartialFilterExpression(bson.D{ {"keyAltNames", bson.D{ {"$exists", true}, }}, }), } // Drop the Key Vault Collection in case you created this collection // in a previous run of this application. if err = keyVaultClient.Database(keyVaultDb).Collection(keyVaultColl).Drop(context.TODO()); err != nil { log.Fatalf("Collection.Drop error: %v", err) } _, err = keyVaultClient.Database(keyVaultDb).Collection(keyVaultColl).Indexes().CreateOne(context.TODO(), keyVaultIndex) if err != nil { panic(err) }
String connectionString = "<Your MongoDB URI>"; String keyVaultDb = "encryption"; String keyVaultColl = "__keyVault"; MongoClient keyVaultClient = MongoClients.create(connectionString); String encryptedDbName = "medicalRecords"; String encryptedCollName = "patients"; // Drop the Key Vault Collection in case you created this collection // in a previous run of this application. keyVaultClient.getDatabase(keyVaultDb).getCollection(keyVaultColl).drop(); MongoCollection keyVaultCollection = keyVaultClient.getDatabase(keyVaultDb).getCollection(keyVaultColl); IndexOptions indexOpts = new IndexOptions().partialFilterExpression(new BsonDocument("keyAltNames", new BsonDocument("$exists", new BsonBoolean(true) ))).unique(true); keyVaultCollection.createIndex(new BsonDocument("keyAltNames", new BsonInt32(1)), indexOpts); keyVaultClient.close();
const uri = "<Your Connection String>"; const keyVaultClient = new MongoClient(uri); await keyVaultClient.connect(); const keyVaultDB = keyVaultClient.db(keyVaultDatabase); // Drop the Key Vault Collection in case you created this collection // in a previous run of this application. await keyVaultDB.dropDatabase(); const keyVaultColl = keyVaultDB.collection(keyVaultCollection); await keyVaultColl.createIndex( { keyAltNames: 1 }, { unique: true, partialFilterExpression: { keyAltNames: { $exists: true } }, } );
connection_string = "<your connection string here>" key_vault_coll = "__keyVault" key_vault_db = "encryption" key_vault_namespace = f"{key_vault_db}.{key_vault_coll}" key_vault_client = MongoClient(connection_string) # Drop the Key Vault Collection in case you created this collection # in a previous run of this application. key_vault_client.drop_database(key_vault_db) key_vault_client[key_vault_db][key_vault_coll].create_index( [("keyAltNames", ASCENDING)], unique=True, partialFilterExpression={"keyAltNames": {"$exists": True}}, )
Create your Data Encryption Keys and Encrypted Collection
Add your GCP KMS Credentials
Add the service account credentials to your Queryable Encryption enabled client code.
Select the tab corresponding to your preferred MongoDB driver:
Tip
You saved a file containing your service account key credentials in the Create a GCP Service Account step of this guide.
If you downloaded your credentials in JSON format, you can
use the following command to extract the value of your private
key, substituting <credentials-filename>
with the name of
your credentials file:
cat <credentials-filename> | jq -r .private_key | openssl pkcs8 -topk8 -nocrypt -inform PEM -outform DER | base64
If you downloaded your credentials in PKCS12 format, you need to
specify your GCP service account import password and to add a
PEM pass phrase to access the key when accessing it using the
following command, substituting <credentials-filename>
with
the name of your credentials file:
openssl pkcs12 -info -in <credentials-filename>
const provider = "gcp"; const kmsProviders = { gcp: { email: "<Your GCP Email>", privateKey: "<Your GCP Private Key>", }, };
var kmsProviders = new Dictionary<string, IReadOnlyDictionary<string, object>>(); const string provider = "gcp"; var gcpKmsOptions = new Dictionary<string, object> { { "privateKey", "<Your GCP Private Key>" }, { "email", "<Your GCP Email>" }, }; kmsProviders.Add(provider, gcpKmsOptions);
provider := "gcp" kmsProviders := map[string]map[string]interface{}{ provider: { "email": "<Your GCP Email>", "privateKey": "<Your GCP Private Key>", }, }
String kmsProvider = "gcp"; Map<String, Map<String, Object>> kmsProviders = new HashMap<String, Map<String, Object>>(); Map<String, Object> providerDetails = new HashMap<>(); providerDetails.put("email", "<Your GCP Email Address>"); providerDetails.put("privateKey", "<Your GCP Private Key>"); kmsProviders.put(kmsProvider, providerDetails);
const provider = "gcp"; const kmsProviders = { gcp: { email: "<Your GCP Email>", privateKey: "<Your GCP Private Key>", }, };
provider = "gcp" kms_providers = { provider: {"email": "<your GCP email>", "privateKey": "<your GCP private key>"} }
Add Your Key Information
Update the following code to specify your Customer Master Key:
Tip
You recorded your Customer Master Key details in the in the Create a Customer Master Key step of this guide.
const masterKey = { projectId: "<Your Project ID>", location: "<Your Key Location>", keyRing: "<Your Key Ring>", keyName: "<Your Key Name>", };
DataKeyOptions GetDataKeyOptions(List<string> altNames) { var dataKeyOptions = new DataKeyOptions( alternateKeyNames: altNames, masterKey: new BsonDocument { { "projectId", "<Your GCP Project ID>" }, { "location", "<Your GCP Key Location>" } , { "keyRing", "<Your GCP Key Ring>" }, { "keyName", "<Your GCP Key Name>" }, }); return dataKeyOptions; }
masterKey := map[string]interface{}{ "projectId": "<Your GCP Project ID>", "location": "<Your GCP Location>", "keyRing": "<Your GCP Key Ring>", "keyName": "<Your GCP Key Name>", }
BsonDocument masterKeyProperties = new BsonDocument(); masterKeyProperties.put("provider", new BsonString(kmsProvider)); masterKeyProperties.put("projectId", new BsonString("<Your GCP Project ID>")); masterKeyProperties.put("location", new BsonString("<Your GCP Key Location>")); masterKeyProperties.put("keyRing", new BsonString("<Your GCP Key Ring>")); masterKeyProperties.put("keyName", new BsonString("<Your GCP Key Name>"));
const masterKey = { projectId: "<Your Project ID>", location: "<Your Key Location>", keyRing: "<Your Key Ring>", keyName: "<Your Key Name>", };
master_key = { "projectId": "<GCP project identifier>", "location": "<GCP region>", "keyRing": "<GCP key ring name>", "keyName": "<GCP key name>", }
Generate your Data Encryption Keys
Construct a client with your MongoDB connection string and Key Vault collection namespace, and create the Data Encryption Keys:
Note
Key Vault Collection Namespace Permissions
The Key Vault collection in this guide is the __keyVault
collection in the encryption
database.
Ensure that the database user your application uses to connect
to MongoDB has ReadWrite
permissions on the encryption.__keyVault
namespace.
const autoEncryptionOpts = { keyVaultNamespace: keyVaultNamespace, kmsProviders: kmsProviders, }; const encClient = Mongo(uri, autoEncryptionOpts); const keyVault = encClient.getKeyVault(); const dek1 = keyVault.createKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey1"], }); const dek2 = keyVault.createKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey2"], }); const dek3 = keyVault.createKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey3"], }); const dek4 = keyVault.createKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey4"], });
var clientEncryptionOptions = new ClientEncryptionOptions( keyVaultClient, keyVaultNamespace, kmsProviders: kmsProviders ); var clientEncryption = new ClientEncryption(clientEncryptionOptions); var dataKeyOptions1 = GetDataKeyOptions(new List<string> { "dataKey1" }); var dataKeyOptions2 = GetDataKeyOptions(new List<string> { "dataKey2" }); var dataKeyOptions3 = GetDataKeyOptions(new List<string> { "dataKey3" }); var dataKeyOptions4 = GetDataKeyOptions(new List<string> { "dataKey4" }); BsonBinaryData CreateKeyGetID(DataKeyOptions options) { var dateKeyGuid = clientEncryption.CreateDataKey(provider, options, CancellationToken.None); return new BsonBinaryData(dateKeyGuid, GuidRepresentation.Standard); } var dataKeyId1 = CreateKeyGetID(dataKeyOptions1); var dataKeyId2 = CreateKeyGetID(dataKeyOptions2); var dataKeyId3 = CreateKeyGetID(dataKeyOptions3); var dataKeyId4 = CreateKeyGetID(dataKeyOptions4);
clientEncryptionOpts := options.ClientEncryption().SetKeyVaultNamespace(keyVaultNamespace). SetKmsProviders(kmsProviders) clientEnc, err := mongo.NewClientEncryption(keyVaultClient, clientEncryptionOpts) if err != nil { return fmt.Errorf("NewClientEncryption error %v", err) } defer func() { _ = clientEnc.Close(context.TODO()) }() dataKeyOpts1 := options.DataKey(). SetMasterKey(masterKey). SetKeyAltNames([]string{"demoDataKey1"}) dataKeyID1, err := clientEnc.CreateDataKey(context.TODO(), provider, dataKeyOpts1) if err != nil { return fmt.Errorf("create data key error %v", err) } dataKeyOpts2 := options.DataKey(). SetMasterKey(masterKey). SetKeyAltNames([]string{"demoDataKey2"}) dataKeyID2, err := clientEnc.CreateDataKey(context.TODO(), provider, dataKeyOpts2) if err != nil { return fmt.Errorf("create data key error %v", err) } dataKeyOpts3 := options.DataKey(). SetMasterKey(masterKey). SetKeyAltNames([]string{"demoDataKey3"}) dataKeyID3, err := clientEnc.CreateDataKey(context.TODO(), provider, dataKeyOpts3) if err != nil { return fmt.Errorf("create data key error %v", err) } dataKeyOpts4 := options.DataKey(). SetMasterKey(masterKey). SetKeyAltNames([]string{"demoDataKey4"}) dataKeyID4, err := clientEnc.CreateDataKey(context.TODO(), provider, dataKeyOpts4) if err != nil { return fmt.Errorf("create data key error %v", err) }
String keyVaultNamespace = keyVaultDb + "." + keyVaultColl; ClientEncryptionSettings clientEncryptionSettings = ClientEncryptionSettings.builder() .keyVaultMongoClientSettings(MongoClientSettings.builder() .applyConnectionString(new ConnectionString(connectionString)) .build()) .keyVaultNamespace(keyVaultNamespace) .kmsProviders(kmsProviders) .build(); ClientEncryption clientEncryption = ClientEncryptions.create(clientEncryptionSettings); List<String> keyAlts1 = new ArrayList<String>(); keyAlts1.add("dataKey1"); BsonBinary dataKeyId1 = clientEncryption.createDataKey(kmsProvider, new DataKeyOptions() .masterKey(masterKeyProperties) .keyAltNames(keyAlts1)); List<String> keyAlts2 = new ArrayList<String>(); keyAlts2.add("dataKey2"); BsonBinary dataKeyId2 = clientEncryption.createDataKey(kmsProvider, new DataKeyOptions() .masterKey(masterKeyProperties) .keyAltNames(keyAlts2)); List<String> keyAlts3 = new ArrayList<String>(); keyAlts3.add("dataKey3"); BsonBinary dataKeyId3 = clientEncryption.createDataKey(kmsProvider, new DataKeyOptions() .masterKey(masterKeyProperties) .keyAltNames(keyAlts3)); List<String> keyAlts4 = new ArrayList<String>(); keyAlts4.add("dataKey4"); BsonBinary dataKeyId4 = clientEncryption.createDataKey(kmsProvider, new DataKeyOptions() .masterKey(masterKeyProperties) .keyAltNames(keyAlts4));
const clientEnc = new ClientEncryption(keyVaultClient, { keyVaultNamespace: keyVaultNamespace, kmsProviders: kmsProviders, }); const dek1 = await clientEnc.createDataKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey1"], }); const dek2 = await clientEnc.createDataKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey2"], }); const dek3 = await clientEnc.createDataKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey3"], }); const dek4 = await clientEnc.createDataKey(provider, { masterKey: masterKey, keyAltNames: ["dataKey4"], });
client = MongoClient(connection_string) client_encryption = ClientEncryption( kms_providers, # pass in the kms_providers variable from the previous step key_vault_namespace, client, CodecOptions(uuid_representation=STANDARD), ) data_key_id_1 = client_encryption.create_data_key( provider, master_key=master_key, key_alt_names=["dataKey1"] ) data_key_id_2 = client_encryption.create_data_key( provider, master_key=master_key, key_alt_names=["dataKey2"] ) data_key_id_3 = client_encryption.create_data_key( provider, master_key=master_key, key_alt_names=["dataKey3"] ) data_key_id_4 = client_encryption.create_data_key( provider, master_key=master_key, key_alt_names=["dataKey4"] )
Create Your Encrypted Collection
Use a Queryable Encryption enabled MongoClient
instance to specify what
fields you must encrypt and create your encrypted collection:
const encryptedFieldsMap = { [`${secretDB}.${secretCollection}`]: { fields: [ { keyId: dek1, path: "patientId", bsonType: "int", queries: { queryType: "equality" }, }, { keyId: dek2, path: "medications", bsonType: "array", }, { keyId: dek3, path: "patientRecord.ssn", bsonType: "string", queries: { queryType: "equality" }, }, { keyId: dek4, path: "patientRecord.billing", bsonType: "object", }, ], }, }; try { const autoEncryptionOptions = { keyVaultNamespace: keyVaultNamespace, kmsProviders: kmsProviders, encryptedFieldsMap: encryptedFieldsMap, }; const encClient = Mongo(uri, autoEncryptionOptions); const newEncDB = encClient.getDB(secretDB); // Drop the encrypted collection in case you created this collection // in a previous run of this application. newEncDB.dropDatabase(); newEncDB.createCollection(secretCollection); console.log("Created encrypted collection!");
var encryptedCollectionNamespace = CollectionNamespace.FromFullName("medicalRecords.patients"); var encryptedFieldsMap = new Dictionary<string, BsonDocument> { { encryptedCollectionNamespace.FullName, new BsonDocument { { "fields", new BsonArray { new BsonDocument { {"keyId", dataKeyId1}, {"path", new BsonString("patientId")}, {"bsonType", new BsonString("int")}, { "queries", new BsonDocument { {"queryType", new BsonString("equality")} } } }, new BsonDocument { {"keyId", dataKeyId2}, {"path", new BsonString("medications")}, {"bsonType", new BsonString("array")}, }, new BsonDocument { {"keyId", dataKeyId3}, {"path", new BsonString("patientRecord.ssn")}, {"bsonType", new BsonString("string")}, { "queries", new BsonDocument { {"queryType", new BsonString("equality")} } } }, new BsonDocument { {"keyId", dataKeyId4}, {"path", new BsonString("patientRecord.billing")}, {"bsonType", new BsonString("object")}, }, } } } } }; var extraOptions = new Dictionary<string, object>() { { "cryptSharedLibPath", "<path to crypt_shared library>" }, }; var autoEncryptionOptions = new AutoEncryptionOptions( keyVaultNamespace, kmsProviders, encryptedFieldsMap: encryptedFieldsMap, extraOptions: extraOptions); var clientSettings = MongoClientSettings.FromConnectionString(connectionString); clientSettings.AutoEncryptionOptions = autoEncryptionOptions; var secureClient = new MongoClient(clientSettings); var encryptedDatabase = secureClient.GetDatabase(encryptedCollectionNamespace.DatabaseNamespace.DatabaseName); // Drop the encrypted collection in case you created this collection // in a previous run of this application. encryptedDatabase.DropCollection(encryptedCollectionNamespace.CollectionName); encryptedDatabase.CreateCollection(encryptedCollectionNamespace.CollectionName); Console.WriteLine("Created encrypted collection!");
dbName := "medicalRecords" collName := "patients" encNamespace := (dbName + "." + collName) encryptedFieldsMap := bson.M{ encNamespace: bson.M{ "fields": []bson.M{ { "path": "patientId", "bsonType": "int", "keyId": dataKeyID1, "queries": []bson.M{ { "queryType": "equality", }, }, }, { "path": "medications", "bsonType": "array", "keyId": dataKeyID2, }, { "path": "patientRecord.ssn", "bsonType": "string", "keyId": dataKeyID3, "queries": []bson.M{ { "queryType": "equality", }, }, }, { "path": "patientRecord.billing", "bsonType": "object", "keyId": dataKeyID4, }, }, }, } extraOptions := map[string]interface{}{ "cryptSharedLibPath": "<Your Crypt Shared lib Path>", } autoEncryptionOpts := options.AutoEncryption(). SetKmsProviders(kmsProviders). SetKeyVaultNamespace(keyVaultNamespace). SetEncryptedFieldsMap(encryptedFieldsMap). SetExtraOptions(extraOptions) secureClient, err := mongo.Connect(context.TODO(), options.Client().ApplyURI(uri).SetAutoEncryptionOptions(autoEncryptionOpts)) if err != nil { return fmt.Errorf("Connect error for encrypted client: %v", err) } defer func() { _ = secureClient.Disconnect(context.TODO()) }() // Drop the encrypted collection in case you created this collection // in a previous run of this application. if err = secureClient.Database(dbName).Collection(collName).Drop(context.TODO()); err != nil { log.Fatalf("Collection.Drop error: %v", err) } err = secureClient.Database(dbName).CreateCollection(context.TODO(), collName) if err != nil { return fmt.Errorf("Error creating collection: %v", err) }
String encryptedNameSpace = encryptedDbName + "." + encryptedCollName; BsonDocument encFields = new BsonDocument().append("fields", new BsonArray(Arrays.asList( new BsonDocument().append("keyId", dataKeyId1) .append("path", new BsonString("patientId")) .append("bsonType", new BsonString("int")) .append("queries", new BsonDocument().append("queryType", new BsonString("equality"))), new BsonDocument().append("keyId", dataKeyId2) .append("path", new BsonString("medications")) .append("bsonType", new BsonString("array")), new BsonDocument().append("keyId", dataKeyId3) .append("path", new BsonString("patientRecord.ssn")) .append("bsonType", new BsonString("string")) .append("queries", new BsonDocument().append("queryType", new BsonString("equality"))), new BsonDocument().append("keyId", dataKeyId4) .append("path", new BsonString("patientRecord.billing")) .append("bsonType", new BsonString("object")) ))); Map<String, BsonDocument> encryptedFieldsMap = new HashMap<String, BsonDocument>(); encryptedFieldsMap.put(encryptedNameSpace, encFields); Map<String, Object> extraOptions = new HashMap<String, Object>(); extraOptions.put("cryptSharedLibPath", "<path to crypt_shared>"); MongoClientSettings clientSettings = MongoClientSettings.builder() .applyConnectionString(new ConnectionString(connectionString)) .autoEncryptionSettings(AutoEncryptionSettings.builder() .keyVaultNamespace(keyVaultNamespace) .kmsProviders(kmsProviders) .encryptedFieldsMap(encryptedFieldsMap) .extraOptions(extraOptions) .build()) .build(); MongoClient mongoClientSecure = MongoClients.create(clientSettings); MongoDatabase encDb = mongoClientSecure.getDatabase(encryptedDbName); // Drop the encrypted collection in case you created this collection // in a previous run of this application. encDb.getCollection(encryptedCollName).drop(); encDb.createCollection(encryptedCollName);
const encryptedFieldsMap = { [`${secretDB}.${secretCollection}`]: { fields: [ { keyId: dek1, path: "patientId", bsonType: "int", queries: { queryType: "equality" }, }, { keyId: dek2, path: "medications", bsonType: "array", }, { keyId: dek3, path: "patientRecord.ssn", bsonType: "string", queries: { queryType: "equality" }, }, { keyId: dek4, path: "patientRecord.billing", bsonType: "object", }, ], }, }; const extraOptions = { cryptSharedLibPath: "<path to FLE Shared Library>", }; const encClient = new MongoClient(uri, { autoEncryption: { keyVaultNamespace, kmsProviders, extraOptions, encryptedFieldsMap, }, }); await encClient.connect(); const newEncDB = encClient.db(secretDB); // Drop the encrypted collection in case you created this collection // in a previous run of this application. await newEncDB.dropDatabase(); await newEncDB.createCollection(secretCollection); console.log("Created encrypted collection!");
encrypted_db_name = "medicalRecords" encrypted_coll_name = "patients" encrypted_fields_map = { f"{encrypted_db_name}.{encrypted_coll_name}": { "fields": [ { "keyId": data_key_id_1, "path": "patientId", "bsonType": "int", "queries": {"queryType": "equality"}, }, { "keyId": data_key_id_2, "path": "medications", "bsonType": "array", }, { "keyId": data_key_id_3, "path": "patientRecord.ssn", "bsonType": "string", "queries": {"queryType": "equality"}, }, { "keyId": data_key_id_4, "path": "patientRecord.billing", "bsonType": "object", }, ], }, } key_vault_namespace = "encryption.__keyVault" auto_encryption = AutoEncryptionOpts( kms_providers, key_vault_namespace, encrypted_fields_map=encrypted_fields_map, schema_map=None, crypt_shared_lib_path="<path to FLE Shared Library>", ) secure_client = MongoClient(connection_string, auto_encryption_opts=auto_encryption) # Drop the encrypted collection in case you created this collection # in a previous run of this application. secure_client.drop_database(encrypted_db_name) encrypted_db = secure_client[encrypted_db_name] encrypted_db.create_collection(encrypted_coll_name) print("Created encrypted collection!")
The output from the code in this section should resemble the following:
Created encrypted collection!
Tip
Learn More
To view a diagram showing how your client application creates your Data Encryption Key when using an Google Cloud Key Management Service, see Architecture.
To learn more about the options for creating a Data Encryption Key encrypted with a Customer Master Key hosted in Azure Key Vault, see kmsProviders Object and dataKeyOpts Object.
Tip
See: Complete Code
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
To view the complete code for making a Data Encryption Key, see the Queryable Encryption sample application repository.
Configure your MongoClient for Encrypted Reads and Writes
Specify the Key Vault Collection Namespace
Specify encryption.__keyVault
as the Key Vault collection
namespace.
const keyVaultDB = "encryption"; const keyVaultColl = "__keyVault"; const keyVaultNamespace = `${keyVaultDB}.${keyVaultColl}`; const secretDB = "medicalRecords"; const secretCollection = "patients";
var keyVaultNamespace = CollectionNamespace.FromFullName("encryption.__keyVault");
keyVaultColl := "__keyVault" keyVaultDb := "encryption" keyVaultNamespace := keyVaultDb + "." + keyVaultColl
String keyVaultDb = "encryption"; String keyVaultColl = "__keyVault"; String keyVaultNamespace = keyVaultDb + "." + keyVaultColl;
const eDB = "encryption"; const eKV = "__keyVault"; const keyVaultNamespace = `${eDB}.${eKV}`;
key_vault_db = "encryption" key_vault_coll = "__keyVault" key_vault_namespace = "encryption.__keyVault"
Specify your Cloud Account Credentials
Specify the cloud provider and your service account credentials:
const kmsProviders = { gcp: { email: "<Your GCP Email>", privateKey: "<Your GCP Private Key>", }, };
var kmsProviders = new Dictionary<string, IReadOnlyDictionary<string, object>>(); const string provider = "gcp"; var gcpKmsOptions = new Dictionary<string, object> { { "privateKey", "<Your GCP Private Key>" }, { "email", "<Your GCP Email>" }, }; kmsProviders.Add(provider, gcpKmsOptions);
kmsProviders := map[string]map[string]interface{}{ "gcp": { "email": "<Your GCP Email>", "privateKey": "<Your GCP Private Key>", }, }
String kmsProvider = "gcp"; Map<String, Map<String, Object>> kmsProviders = new HashMap<String, Map<String, Object>>(); Map<String, Object> providerDetails = new HashMap<>(); providerDetails.put("email", "<Your GCP Email Address>"); providerDetails.put("privateKey", "<Your GCP Private Key>"); kmsProviders.put(kmsProvider, providerDetails);
const kmsProviders = { gcp: { email: "<Your GCP Email>", privateKey: "<Your GCP Private Key>", }, };
provider = "gcp" kms_providers = { provider: {"email": "<your GCP email>", "privateKey": "<your GCP private key>"} }
Create an Encrypted Fields Map For Your Collection
const uri = "<Your Connection String>"; const unencryptedClient = Mongo(uri); const autoEncryptionOpts = { kmsProviders, keyVaultNamespace }; const encClient = Mongo(uri, autoEncryptionOpts); const keyVault = encClient.getKeyVault(); const keyVaultClient = unencryptedClient .getDB(keyVaultDB) .getCollection(keyVaultColl); const dek1 = keyVaultClient.findOne({ keyAltNames: "dataKey1" }); const dek2 = keyVaultClient.findOne({ keyAltNames: "dataKey2" }); const dek3 = keyVaultClient.findOne({ keyAltNames: "dataKey3" }); const dek4 = keyVaultClient.findOne({ keyAltNames: "dataKey4" }); const secretDB = "medicalRecords"; const secretColl = "patients"; const encryptedFieldsMap = { [`${secretDB}.${secretColl}`]: { fields: [ { keyId: dek1._id, path: "patientId", bsonType: "int", queries: { queryType: "equality" }, }, { keyId: dek2._id, path: "medications", bsonType: "array", }, { keyId: dek3._id, path: "patientRecord.ssn", bsonType: "string", queries: { queryType: "equality" }, }, { keyId: dek4._id, path: "patientRecord.billing", bsonType: "object", }, ], }, };
var regularClient = new MongoClient(connectionString); var keyVaultCollection = regularClient.GetDatabase(keyVaultNamespace.DatabaseNamespace.DatabaseName) .GetCollection<BsonDocument>(keyVaultNamespace.CollectionName); BsonBinaryData GetKeyId(string altName) { var filter = Builders<BsonDocument>.Filter.Eq<BsonString>("keyAltNames", altName); return keyVaultCollection.Find(filter).First<BsonDocument>()["_id"].AsBsonBinaryData; } var dataKeyId1 = GetKeyId("dataKey1"); var dataKeyId2 = GetKeyId("dataKey2"); var dataKeyId3 = GetKeyId("dataKey3"); var dataKeyId4 = GetKeyId("dataKey4"); var encryptedCollectionNamespace = CollectionNamespace.FromFullName("medicalRecords.patients"); var encryptedFieldsMap = new Dictionary<string, BsonDocument> { { encryptedCollectionNamespace.FullName, new BsonDocument { { "fields", new BsonArray { new BsonDocument { {"keyId", dataKeyId1}, {"path", new BsonString("patientId")}, {"bsonType", new BsonString("int")}, { "queries", new BsonDocument { {"queryType", new BsonString("equality")} } } }, new BsonDocument { {"keyId", dataKeyId2}, {"path", new BsonString("medications")}, {"bsonType", new BsonString("array")}, }, new BsonDocument { {"keyId", dataKeyId3}, {"path", new BsonString("patientRecord.ssn")}, {"bsonType", new BsonString("string")}, { "queries", new BsonDocument { {"queryType", new BsonString("equality")} } } }, new BsonDocument { {"keyId", dataKeyId4}, {"path", new BsonString("patientRecord.billing")}, {"bsonType", new BsonString("object")}, }, } } } } };
regularClient, err := mongo.Connect(context.TODO(), options.Client().ApplyURI(uri)) if err != nil { return fmt.Errorf("Connect error for regular client: %v", err) } defer func() { _ = regularClient.Disconnect(context.TODO()) }() var foundDoc1 bson.M err = regularClient.Database(keyVaultDb).Collection(keyVaultColl).FindOne(context.TODO(), bson.D{{"keyAltNames", "demoDataKey1"}}).Decode(&foundDoc1) if err != nil { panic(err) } var dataKeyID1 = foundDoc1["_id"].(primitive.Binary) var foundDoc2 bson.M err = regularClient.Database(keyVaultDb).Collection(keyVaultColl).FindOne(context.TODO(), bson.D{{"keyAltNames", "demoDataKey2"}}).Decode(&foundDoc2) if err != nil { panic(err) } var dataKeyID2 = foundDoc2["_id"].(primitive.Binary) var foundDoc3 bson.M err = regularClient.Database(keyVaultDb).Collection(keyVaultColl).FindOne(context.TODO(), bson.D{{"keyAltNames", "demoDataKey3"}}).Decode(&foundDoc3) if err != nil { panic(err) } var dataKeyID3 = foundDoc3["_id"].(primitive.Binary) var foundDoc4 bson.M err = regularClient.Database(keyVaultDb).Collection(keyVaultColl).FindOne(context.TODO(), bson.D{{"keyAltNames", "demoDataKey4"}}).Decode(&foundDoc4) if err != nil { panic(err) } var dataKeyID4 = foundDoc4["_id"].(primitive.Binary) encryptedFieldsMap := bson.M{ "medicalRecords.patients": bson.M{ "fields": []bson.M{ { "path": "patientId", "bsonType": "int", "keyId": dataKeyID1, "queries": []bson.M{ { "queryType": "equality", }, }, }, { "path": "medications", "bsonType": "array", "keyId": dataKeyID2, }, { "path": "patientRecord.ssn", "bsonType": "string", "keyId": dataKeyID3, "queries": []bson.M{ { "queryType": "equality", }, }, }, { "path": "patientRecord.billing", "bsonType": "object", "keyId": dataKeyID4, }, }, }, }
MongoClient regularClient = MongoClients.create(connectionString); MongoCollection<Document> keyVaultClient = regularClient.getDatabase(keyVaultDb).getCollection(keyVaultColl); BsonBinary dataKeyId1 = new BsonBinary(BsonBinarySubType.UUID_STANDARD, keyVaultClient.find(eq("keyAltNames", "dataKey1")).first().get("_id", Binary.class).getData()); BsonBinary dataKeyId2 = new BsonBinary(BsonBinarySubType.UUID_STANDARD, keyVaultClient.find(eq("keyAltNames", "dataKey2")).first().get("_id", Binary.class).getData()); BsonBinary dataKeyId3 = new BsonBinary(BsonBinarySubType.UUID_STANDARD, keyVaultClient.find(eq("keyAltNames", "dataKey3")).first().get("_id", Binary.class).getData()); BsonBinary dataKeyId4 = new BsonBinary(BsonBinarySubType.UUID_STANDARD, keyVaultClient.find(eq("keyAltNames", "dataKey4")).first().get("_id", Binary.class).getData()); BsonDocument encFields = new BsonDocument().append("fields", new BsonArray(Arrays.asList( new BsonDocument().append("keyId", dataKeyId1) .append("path", new BsonString("patientId")) .append("bsonType", new BsonString("int")) .append("queries", new BsonDocument().append("queryType", new BsonString("equality"))), new BsonDocument().append("keyId", dataKeyId2) .append("path", new BsonString("medications")) .append("bsonType", new BsonString("array")), new BsonDocument().append("keyId", dataKeyId3) .append("path", new BsonString("patientRecord.ssn")) .append("bsonType", new BsonString("string")) .append("queries", new BsonDocument().append("queryType", new BsonString("equality"))), new BsonDocument().append("keyId", dataKeyId4) .append("path", new BsonString("patientRecord.billing")) .append("bsonType", new BsonString("object"))))); Map<String, BsonDocument> encryptedFieldsMap = new HashMap<String, BsonDocument>(); encryptedFieldsMap.put(encryptedNameSpace, encFields);
const uri = "<Your Connection String>"; const unencryptedClient = new MongoClient(uri); await unencryptedClient.connect(); const keyVaultClient = unencryptedClient.db(eDB).collection(eKV); const dek1 = await keyVaultClient.findOne({ keyAltNames: "dataKey1" }); const dek2 = await keyVaultClient.findOne({ keyAltNames: "dataKey2" }); const dek3 = await keyVaultClient.findOne({ keyAltNames: "dataKey3" }); const dek4 = await keyVaultClient.findOne({ keyAltNames: "dataKey4" }); const secretDB = "medicalRecords"; const secretCollection = "patients"; const encryptedFieldsMap = { [`${secretDB}.${secretCollection}`]: { fields: [ { keyId: dek1._id, path: "patientId", bsonType: "int", queries: { queryType: "equality" }, }, { keyId: dek2._id, path: "medications", bsonType: "array", }, { keyId: dek3._id, path: "patientRecord.ssn", bsonType: "string", queries: { queryType: "equality" }, }, { keyId: dek4._id, path: "patientRecord.billing", bsonType: "object", }, ], }, };
connection_string = "<your connection string here>" unencryptedClient = MongoClient(connection_string) keyVaultClient = unencryptedClient[key_vault_db][key_vault_coll] data_key_id_1 = keyVaultClient.find_one({"keyAltNames": "dataKey1"})["_id"] data_key_id_2 = keyVaultClient.find_one({"keyAltNames": "dataKey2"})["_id"] data_key_id_3 = keyVaultClient.find_one({"keyAltNames": "dataKey3"})["_id"] data_key_id_4 = keyVaultClient.find_one({"keyAltNames": "dataKey4"})["_id"] encrypted_db_name = "medicalRecords" encrypted_coll_name = "patients" encrypted_fields_map = { f"{encrypted_db_name}.{encrypted_coll_name}": { "fields": [ { "keyId": data_key_id_1, "path": "patientId", "bsonType": "int", "queries": {"queryType": "equality"}, }, { "keyId": data_key_id_2, "path": "medications", "bsonType": "array", }, { "keyId": data_key_id_3, "path": "patientRecord.ssn", "bsonType": "string", "queries": {"queryType": "equality"}, }, { "keyId": data_key_id_4, "path": "patientRecord.billing", "bsonType": "object", }, ], }, }
Specify the Location of the Automatic Encryption Shared Library
// mongosh does not require you to specify the // location of the Automatic Encryption Shared Library
var extraOptions = new Dictionary<string, object>() { { "cryptSharedLibPath", "<path to crypt_shared library>" }, };
extraOptions := map[string]interface{}{ "cryptSharedLibPath": "<Your Crypt Shared lib Path>", }
Map<String, Object> extraOptions = new HashMap<String, Object>(); extraOptions.put("cryptSharedLibPath", "<path to crypt_shared>");
const extraOptions = { cryptSharedLibPath: "<path to FLE Shared Library>", };
auto_encryption = AutoEncryptionOpts( kms_providers, key_vault_namespace, encrypted_fields_map=encrypted_fields_map, schema_map=None, crypt_shared_lib_path="<path to FLE Shared Library>", )
Note
Automatic Encryption Options
The automatic encryption options provide configuration information to the Automatic Encryption Shared Library, which modifies the application's behavior when accessing encrypted fields.
To learn more about the Automatic Encryption Shared Library, see the Automatic Encryption Shared Library for Queryable Encryption page.
Create the MongoClient
Instantiate a MongoDB client object with the following automatic encryption settings:
const autoEncryptionOptions = { keyVaultNamespace: keyVaultNamespace, kmsProviders: kmsProviders, bypassQueryAnalysis: false, encryptedFieldsMap: encryptedFieldsMap, }; const encryptedClient = Mongo(uri, autoEncryptionOptions); const encryptedColl = encryptedClient .getDB(secretDB) .getCollection(secretColl); const unencryptedColl = unencryptedClient .getDB(secretDB) .getCollection(secretColl);
var clientSettings = MongoClientSettings.FromConnectionString(connectionString); var autoEncryptionOptions = new AutoEncryptionOptions( keyVaultNamespace, kmsProviders, encryptedFieldsMap: encryptedFieldsMap, extraOptions: extraOptions ); clientSettings.AutoEncryptionOptions = autoEncryptionOptions; var secureClient = new MongoClient(clientSettings);
autoEncryptionOpts := options.AutoEncryption(). SetKmsProviders(kmsProviders). SetKeyVaultNamespace(keyVaultNamespace). SetEncryptedFieldsMap(encryptedFieldsMap). SetExtraOptions(extraOptions) secureClient, err := mongo.Connect(context.TODO(), options.Client().ApplyURI(uri).SetAutoEncryptionOptions(autoEncryptionOpts)) if err != nil { return fmt.Errorf("Connect error for encrypted client: %v", err) } defer func() { _ = secureClient.Disconnect(context.TODO()) }()
MongoClientSettings clientSettings = MongoClientSettings.builder() .applyConnectionString(new ConnectionString(connectionString)) .autoEncryptionSettings(AutoEncryptionSettings.builder() .keyVaultNamespace(keyVaultNamespace) .kmsProviders(kmsProviders) .encryptedFieldsMap(encryptedFieldsMap) .extraOptions(extraOptions) .build()) .build(); MongoClient mongoClientSecure = MongoClients.create(clientSettings);
const encryptedClient = new MongoClient(uri, { autoEncryption: { keyVaultNamespace: keyVaultNamespace, kmsProviders: kmsProviders, extraOptions: extraOptions, encryptedFieldsMap: encryptedFieldsMap, }, }); await encryptedClient.connect();
secure_client = MongoClient(connection_string, auto_encryption_opts=auto_encryption)
Insert a Document with Encrypted Fields
Use your Queryable Encryption enabled
MongoClient
instance to insert an encrypted document into the
medicalRecords.patients
namespace using the following code
snippet:
encryptedColl.insertOne({ firstName: "Jon", lastName: "Doe", patientId: 12345678, address: "157 Electric Ave.", patientRecord: { ssn: "987-65-4320", billing: { type: "Visa", number: "4111111111111111", }, }, medications: ["Atorvastatin", "Levothyroxine"], });
var sampleDocument = new BsonDocument { {"firstName", "Jon"}, {"lastName", "Doe"}, {"patientId", 12345678}, {"address", "157 Electric Ave."}, { "medications", new BsonArray { new BsonString("Atorvastatin"), new BsonString("Levothyroxine") } }, { "patientRecord", new BsonDocument { {"ssn", new BsonString("987-65-4320")}, { "billing", new BsonDocument { {"type", new BsonString("Visa")}, {"number", "4111111111111111"} } } } } }; var secureCollection = secureClient.GetDatabase(encryptedCollectionNamespace.DatabaseNamespace.DatabaseName) .GetCollection<BsonDocument>(encryptedCollectionNamespace.CollectionName); secureCollection.InsertOne(sampleDocument);
test_patient := map[string]interface{}{ "firstName": "Jon", "lastName": "Doe", "patientId": 12345678, "address": "157 Electric Ave.", "medications": []string{"Atorvastatin", "Levothyroxine"}, "patientRecord": map[string]interface{}{ "ssn": "987-65-4320", "billing": map[string]interface{}{ "type": "Visa", "number": "4111111111111111", }, }, } if _, err := secureClient.Database(dbName).Collection(collName).InsertOne(context.TODO(), test_patient); err != nil { return fmt.Errorf("InsertOne error: %v", err) }
ArrayList<String> medications = new ArrayList<>(); medications.add("Atorvastatin"); medications.add("Levothyroxine"); Document patientRecord = new Document() .append("ssn", "987-65-4320") .append("billing", new Document().append("type", "Visa").append("number", "4111111111111111")); Document patient = new Document() .append("firstName", "Jon") .append("lastName", "Doe") .append("patientId", 12345678) .append("address", "AB+") .append("medications", medications) .append("patientRecord", patientRecord); mongoClientSecure.getDatabase(encryptedDbName).getCollection(encryptedCollName).insertOne(patient);
const encryptedColl = encryptedClient .db(secretDB) .collection(secretCollection); await encryptedColl.insertOne({ firstName: "Jon", lastName: "Doe", patientId: 12345678, address: "157 Electric Ave.", patientRecord: { ssn: "987-65-4320", billing: { type: "Visa", number: "4111111111111111", }, }, medications: ["Atorvastatin", "Levothyroxine"], });
encrypted_coll = secure_client[encrypted_db_name][encrypted_coll_name] encrypted_coll.insert_one( { "firstName": "Jon", "lastName": "Doe", "patientId": 12345678, "address": "157 Electric Ave.", "patientRecord": { "ssn": "987-65-4320", "billing": { "type": "Visa", "number": "4111111111111111", }, }, "medications": ["Atorvastatin", "Levothyroxine"], } )
When you insert a document, your Queryable Encryption enabled client encrypts the fields of your document such that it resembles the following:
{ "_id": { "$oid": "<_id value>" }, "firstName": "Jon", "lastName": "Doe", "patientId": { "$binary": { "base64": "<ciphertext>", "subType": "06" } }, "address": "157 Electric Ave.", "patientRecord": { "ssn": { "$binary": { "base64": "<ciphertext>", "subType": "06" } }, "billing": { "$binary": { "base64": "<ciphertext>", "subType": "06" } } }, "medications": { "$binary": { "base64": "<ciphertext>", "subType": "06" } }, "__safeContent__": [ { "$binary": { "base64": "<ciphertext>", "subType": "00" } }, { "$binary": { "base64": "<ciphertext>", "subType": "00" } } ] }
Warning
Do not Modify the __safeContent__ Field
The __safeContent__
field is essential to Queryable Encryption. Do not modify
the contents of this field.
Tip
See: Complete Code
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for inserting an encrypted document, see the Queryable Encryption sample application repository.
Retrieve Your Encrypted Document
Retrieve the encrypted document you inserted in the Insert a Document with Encrypted Fields step of this guide.
To show the functionality of Queryable Encryption, the following code snippet queries for your document with a client configured for automatic Queryable Encryption as well as a client that is not configured for automatic Queryable Encryption.
console.log("Finding a document with regular (non-encrypted) client."); console.log(unencryptedColl.findOne({ firstName: /Jon/ })); console.log( "Finding a document with encrypted client, searching on an encrypted field" ); console.log(encryptedColl.findOne({ "patientRecord.ssn": "987-65-4320" }));
Console.WriteLine("Finding a document with regular (non-encrypted) client."); var filter = Builders<BsonDocument>.Filter.Eq("firstName", "Jon"); var regularClientEncryptedCollection = regularClient.GetDatabase(encryptedCollectionNamespace.DatabaseNamespace.DatabaseName) .GetCollection<BsonDocument>(encryptedCollectionNamespace.CollectionName); var regularResult = regularClientEncryptedCollection.Find(filter).First(); Console.WriteLine($"\n{regularResult}\n"); Console.WriteLine("Finding a document with encrypted client, searching on an encrypted field"); var encryptedFieldFilter = Builders<BsonDocument>.Filter.Eq("patientRecord.ssn", "987-65-4320"); var secureResult = secureCollection.Find(encryptedFieldFilter).First(); Console.WriteLine($"\n{secureResult}\n");
fmt.Println("Finding a document with regular (non-encrypted) client.") var resultRegular bson.M err = regularClient.Database(dbName).Collection(collName).FindOne(context.TODO(), bson.D{{"firstName", "Jon"}}).Decode(&resultRegular) if err != nil { panic(err) } outputRegular, err := json.MarshalIndent(resultRegular, "", " ") if err != nil { panic(err) } fmt.Printf("%s\n", outputRegular) fmt.Println("Finding a document with encrypted client, searching on an encrypted field") var resultSecure bson.M err = secureClient.Database(dbName).Collection(collName).FindOne(context.TODO(), bson.D{bson.E{"patientRecord.ssn", "987-65-4320"}}).Decode(&resultSecure) if err != nil { panic(err) } outputSecure, err := json.MarshalIndent(resultSecure, "", " ") if err != nil { panic(err) } fmt.Printf("%s\n", outputSecure)
System.out.println("Finding a document with regular (non-encrypted) client."); Document docRegular = regularClient.getDatabase(encryptedDbName).getCollection(encryptedCollName).find(eq("firstName", "Jon")).first(); System.out.println(docRegular.toJson()); System.out.println("Finding a document with encrypted client, searching on an encrypted field"); Document docSecure = mongoClientSecure.getDatabase(encryptedDbName).getCollection(encryptedCollName).find(eq("patientRecord.ssn", "987-65-4320")).first(); System.out.println(docSecure.toJson());
console.log("Finding a document with regular (non-encrypted) client."); console.log(await unencryptedColl.findOne({ firstName: /Jon/ })); console.log( "Finding a document with encrypted client, searching on an encrypted field" ); console.log( await encryptedColl.findOne({ "patientRecord.ssn": "987-65-4320" }) );
print("Finding a document with regular (non-encrypted) client.") pprint.pprint( unencryptedClient[encrypted_db_name][encrypted_coll_name].find_one( {"firstName": "Jon"} ) ) print("Finding a document with encrypted client, searching on an encrypted field") pprint.pprint(encrypted_coll.find_one({"patientRecord.ssn": "987-65-4320"}))
The output of the preceding code snippet should look like this:
Finding a document with regular (non-encrypted) client. { _id: new ObjectId("628eabeb37590e84ea742665"), firstName: 'Jon', lastName: 'Doe', patientId: new Binary(Buffer.from("0798810acc0f4f46c9a76883cee80fca12102e9ddcbcdae46a821fa108a8155a850f2d0919475b6531ada68973d436a199b537a05a98a708c36d2bfec4979d59cbe66878865ce19e392d3e4789d309bdacc336e32efcc851806ae0a41b355288c10d01e39147e1c40d919c41913a0c9d2d3fad0d0d1d2873c4fc82c6c22f27b517df5f3131b331b96ed16a7c5cf89e09082a2d898c2dcd73da91d08760ba74a70077b2d0fdbbe1eea75655a19fcc397812325ad40b102cbd16b8d36b22e11e3f93404f24a8ff68cfdec3c22b0e787cb30078a5227b2a", "hex"), 6), address: '157 Electric Ave.', patientRecord: { ssn: new Binary(Buffer.from("07e8b69630c32f4a00a542af768f8abcf50223edd812ff20b0ecb046ee1a9f5a0eef8d85d99cd26076411129942752516ee605c55aadce73f3d44d81ea6ddbbb8134b108a9deb40d8cab9cb4f08ef210ab0c9d2ea4347f9d235b861baf29751e60abcf059eb5c120305bd5ac05a4e07ac8ccfa6d37283f4cdbfeb7a8accb65b71857d486b5cf55e354d6a95e287d9e2dd65f3f9d9c4c9d0bdb1f26c4bd549d7be77db81796be293e08b2223bac67b212423c4e06568578b5bd7a3c33cedc1b291bcda0b27e005144d344563711a489f24b8e9b65bbb721d3a0e9d9b227a0cec0cbad", "hex"), 6), billing: new Binary(Buffer.from("06808ae69d4caa49cf90bb688f386f097f03f870a7b8fcebb1980c9ee5488b1f0f68558fc2163adcd92d00ea5f349f56ed34e7b391f54c48ed2760b4bde73022fc818dc7486a4e046b92ce9c82e00333c7779d9d6bb476713a20632b593b7de54812662cfc4d174d05451d3f4195514e12edba", "hex"), 6) }, medications: new Binary(Buffer.from("06665ec15d38254dc4aa16da856789d33404f27bfea53e0d2fa4deaff166989ab33f469644d89c29112d33b41dbe54ec2d89c43f3de52cdc5d454e8694046216f533614fa7b42b7c5406d6518f7ed8f9e3ce52fda6c8b2146d0f8cc51e21a3467183697e1735a9f60c18e173c1916101", "hex"), 6), __safeContent__: [ new Binary(Buffer.from("3044b134ad0f7c8a90dab1e05bb8b296a8ede540796bd7403ab47693cdba1b26", "hex"), 0), new Binary(Buffer.from("a22ddf9a5657cdd56bef72febbba44371899e6486962a1c07d682082c4e65712", "hex"), 0) ] } Finding a document with encrypted client, searching on an encrypted field { _id: new ObjectId("628eaca1dcf9b63e2f43162d"), firstName: 'Jon', lastName: 'Doe', patientId: 12345678, address: '157 Electric Ave.', patientRecord: { ssn: '987-65-4320', billing: { type: 'Visa', number: '4111111111111111' } }, medications: [ 'Atorvastatin', 'Levothyroxine' ], __safeContent__: [ new Binary(Buffer.from("fbdc6cfe3b4659693650bfc60baced27dcb42b793efe09da0ded54d60a9d5a1f", "hex"), 0), new Binary(Buffer.from("0f92ff92bf904a858ef6fd5b1e508187f523e791f51d8b64596461b38ebb1791", "hex"), 0) ] }
Tip
See: Complete Code
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
To view the complete code for finding an encrypted document, see the Queryable Encryption sample application repository.
Learn More
To learn more about the topics mentioned in this guide, see the following links:
Learn more about Queryable Encryption components on the Reference page.
Learn how Customer Master Keys and Data Encryption Keys work on the Keys and Key Vaults page.
See how KMS Providers manage your Queryable Encryption keys on the KMS Providers page.