Using Snowflake with Amazon Quick Sight
Snowflake is an AI data cloud platform that provides data solutions from data
warehousing and collaboration to data science and generative AI. Snowflake is an AWS
Partner
Amazon Quick Sight offers two ways to connect to Snowflake: with your Snowflake login credentials or with OAuth client credentials. Use the following sections to learn about both methods of connection.
Topics
Creating an Quick Sight data source connection to Snowflake with login credentials
Use this section to learn how to create a connection between Quick Sight and Snowflake with your Snowflake login credentials. All traffic between Quick Sight and Snowflake is enabled by SSL.
To create a connection between Quick Sight and Snowflake
-
Open the Quick Suite console
. -
From the left navigation pane, choose Data, then choose Create, then choose New Dataset.
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Choose the Snowflake data source card.
-
In the pop up that appears, enter the following information:
-
For Data source name, enter a descriptive name for your Snowflake data source connection. Because you can create many datasets from a connection to Snowflake, it's bets to keep the name simple.
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For Connection type, choose the type of network that you're using. Choose Public network if your data is shared publicly. Choose VPC if your data is located inside a VPC. To configure a VPC connection in Quick Sight, see Managing VPC connection in Amazon Quick Suite.
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For Database server enter the hostname specified in your Snowflake connection details.
-
-
For Database name and Warehouse, enter the respective Snowflake database and wearehouse that you want to connect.
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For Username and Password, enter your Snowflake credentials.
After you have successfully created a data source connection between your Quick Sight and Snowflake accounts, you can begin Creating datasets that contain Snowflake data.
Creating an Quick Sight data source connection to Snowflake with OAuth client credentials
You can use OAuth client credentials to connect your Quick Sight
account with Snowflake through the Quick Sight
APIs. OAuth is a standard
authorization protocol that is often utilized for applications that have advanced
security requirements. When you connect to Snowflake with OAuth client credentials,
you can create datasets that contain Snowflake data with the Quick Sight APIs and
in the Quick Sight UI. For more information about configuring OAuth
in Snowflake, see Snowflake OAuth overview
Quick Sight supports the client credentials
OAuth grant type. OAuth client credentials is used to
obtain an access token for machine-to-machine communication. This method is suitable
for scenarios where a client needs to access resources that are hosted on a server
without the involvement of a user.
In the client credentials flow of OAuth 2.0, there are several client authentication mechanisms that can be used to authenticate the client application with the authorization server. Quick Sight supports client credentials based OAuth for Snowflake for the following two mechanisms:
-
Token (Client secrets-based OAuth): The secret-based client authentication mechanism is used with the client credentials to grant flow in order to authenticate with authorization server. This authentication scheme requires the
client_id
andclient_secret
of the OAuth client app to be stored in Secrets Manager. -
X509 (Client private key JWT-based OAuth): The X509 certificate key-based solution provides an additional security layer to the OAuth mechanism with client certificates that are used to authenticate instead of client secrets. This method is primarily used by private clients who use this method to authenticate with the authorization server with strong trust between the two services.
Quick Sight has validated OAuth connections with the following Identity providers:
-
OKTA
-
PingFederate
Storing OAuth credentials in Secrets Manager
OAuth client credentials are meant for machine-to-machine use cases and are not designed to be interactive. To create a datasource connection between Quick Sight and Snowflake, create a new secret in Secrets Manager that contains your credentials for the OAuth client app. The secret ARN that is created with the new secret can be used to create datasets that contain Snowflake data in Quick Sight. For more information about using Secrets Manager keys in Quick Sight, see Using AWS Secrets Manager secrets instead of database credentials in Quick Suite.
The credentials that you need to store in Secrets Manager are determined by the OAuth mechanism that you use. The following key/value pairs are required for X509-based OAuth secrets:
-
username
: The Snowflake account username to be used when connecting to Snowflake -
client_id
: The OAuth client ID -
client_private_key
: The OAuth client private key -
client_public_key
: The OAuth client certificate public key and its encrypted algorithm (for example,{"alg": "RS256", "kid", "cert_kid"}
)
The following key/value pairs are required for token-based OAuth secrets:
-
username
: The Snowflake account username to be used when connecting to Snowflake -
client_id
: The OAuth client ID -
client_secret
: the OAuth client secret
Creating a Snowflake OAuth connection with the Quick Sight APIs
After you create a secret in Secrets Manager that contains your Snowflake OAuth credentials and havve connected your Quick Suite account to Secrets Manager, you can establish a data source connection between Quick Sight and Snowflake with the Quick Sight APIs and SDK. The following example creates a Sonwflake data source connection using token OAuth client credentials.
{ "AwsAccountId": "
AWSACCOUNTID
", "DataSourceId": "UNIQUEDATASOURCEID
", "Name": "NAME
", "Type": "SNOWFLAKE", "DataSourceParameters": { "SnowflakeParameters": { "Host": "HOSTNAME
", "Database": "DATABASENAME
", "Warehouse": "WAREHOUSENAME
", "AuthenticationType": "TOKEN", "DatabaseAccessControlRole": "snowflake-db-access-role-name
", "OAuthParameters": { "TokenProviderUrl": "oauth-access-token-endpoint
", "OAuthScope": "oauth-scope
", "IdentityProviderResourceUri" : "resource-uri
", "IdentityProviderVpcConnectionProperties" : { "VpcConnectionArn": "IdP-VPC-connection-ARN
" } } }, "VpcConnectionProperties": { "VpcConnectionArn": "VPC-connection-ARN-for-Snowflake
" } "Credentials": { "SecretArn": "oauth-client-secret-ARN
" } }
For more information about the CreateDatasource API operation, see CreateDataSource.
Once the connection between Quick Sight and Snowflake is established and a
data source is created with the Quick Sight APIs or SDK, the new data source is
displayed in Quick Sight. Quick Sight authors can use this data source to
create datasets that contain Snowflake data. Tables are displayed based on the
role used in the DatabaseAccessControlRole
parameter that is passed
in a CreateDataSource
API call. If this parameter is not defined
when the data source connection is created, the default Snowflake role is
used.
After you have successfully created a data source connection between your Quick Sight and Snowflake accounts, you can begin Creating datasets that contain Snowflake data.