Snowflake is a leading cloud data warehouse and a popular backbone for enterprise BI, analytics, data management, and governance initiatives. Snowflake offers features such as data sharing, real-time data processing, and secure data storage which makes it a common choice for cloud data consolidation.
The CData SSIS Components enhance SQL Server Integration Services by enabling users to easily import and export data from various sources and destinations.
In this article, we explore the data type mapping considerations when exporting to Snowflake and walk through how to migrate SAP Ariba Source data to Snowflake using the CData SSIS Components for SAP Ariba Source and Snowflake.
Data Type Mapping
| Snowflake Schema |
CData Schema |
|
NUMBER, DECIMAL, NUMERIC, INT, INTEGER, BIGINT, SMALLINT, TINYINT, BYTEINT
|
decimal
|
|
DOUBLE, FLOAT, FLOAT4, FLOAT8, DOUBLEPRECISION, REAL
|
real
|
|
VARCHAR, CHAR, STRING, TEXT, VARIANT, OBJECT, ARRAY, GEOGRAPHY
|
varchar
|
|
BINARY, VARBINARY
|
binary
|
|
BOOLEAN
|
bool
|
|
DATE
|
date
|
|
DATETIME, TIMESTAMP, TIMESTAMP_LTZ, TIMESTAMP_NTZ, TIMESTAMP_TZ
|
datetime
|
|
TIME
|
time
|
Special Considerations
Prerequisites
Create the project and add components
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Open Visual Studio and create a new Integration Services Project.
๐ Create the SSIS project
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Add a new Data Flow Task to the Control Flow screen and open the Data Flow Task.
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Add a CData SAP Ariba Source Source control and a CData Snowflake Destination control to the data flow task.
๐ Add the source and destination controls (Salesforce is shown)
Configure the SAP Ariba Source source
Follow the steps below to specify properties required to connect to SAP Ariba Source.
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Double-click the CData SAP Ariba Source Source to open the source component editor and add a new connection.
๐ Open the source component editor (Salesforce is shown)
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In the CData SAP Ariba Source Connection Manager, configure the connection properties, then test and save the connection.
In order to connect with SAP Ariba Source, set the following:
- API: Specify which API you would like the provider to retrieve SAP Ariba data from. Select the Supplier, Sourcing Project Management, or Contract API based on your business role (possible values are SupplierDataAPIWithPaginationV4, SourcingProjectManagementAPIV2, or ContractAPIV1).
- DataCenter: The data center where your account's data is hosted.
- Realm: The name of the site you want to access.
- Environment: Indicate whether you are connecting to a test or production environment (possible values are TEST or PRODUCTION).
If you are connecting to the Supplier Data API or the Contract API, additionally set the following:
- User: Id of the user on whose behalf API calls are invoked.
- PasswordAdapter: The password associated with the authenticating User.
If you're connecting to the Supplier API, set ProjectId to the Id of the sourcing project you want to retrieve data from.
Authenticating with OAuth
After setting connection properties, you need to configure OAuth connectivity to authenticate.
Automatic OAuth
After setting the following, you are ready to connect:
APIKey: The Application key in your app settings.
OAuthClientId: The OAuth Client Id in your app settings.
OAuthClientSecret: The OAuth Secret in your app settings.
When you connect, the provider automatically completes the OAuth process:
- The provider obtains an access token from SAP Ariba and uses it to request data.
- The provider refreshes the access token automatically when it expires.
- The OAuth values are saved in memory relative to the location specified in OAuthSettingsLocation.
๐ Configure the source connection (Salesforce is shown)
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After saving the connection, select "Table or view" and select the table or view to export into Snowflake, then close the CData SAP Ariba Source Source Editor.
๐ Select the table to export (Salesforce is shown)
Configure the Snowflake destination
With the SAP Ariba Source Source configured, we can configure the Snowflake connection and map the columns.
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Double-click the CData Snowflake Destination to open the destination component editor and add a new connection.
๐ Open the destination component editor
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In the CData Snowflake Connection Manager, configure the connection properties, then test and save the connection.
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The component supports Snowflake user authentication, federated authentication, and SSL client authentication. To authenticate, set User and Password, and select the authentication method in the AuthScheme property. Starting with accounts created using Snowflakeโs bundle 2024_08 (October 2024), password-based authentication is no longer supported due to security concerns. Instead, use alternative authentication methods such as OAuth or Private Key authentication.
Other helpful connection properties
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QueryPassthrough: When this is set to True, queries are passed through directly to Snowflake.
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ConvertDateTimetoGMT: When this is set to True, the components will convert date-time values to GMT, instead of the local time of the machine.
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IgnoreCase: A session parameter that specifies whether Snowflake will treat identifiers as case sensitive. Default: false(case is sensitive).
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BindingType: There are two kinds of binding types: DEFAULT and TEXT. DEFAULT uses the binding type DATE for the Date type, TIME for the Time type, and TIMESTAMP_* for the Timestamp_* type. TEST uses the binding type TEXT for Date, Time, and Timestamp_* types.
๐ Configure the destination connection
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After saving the connection, select a table in the Use a Table menu and in the Action menu, select Insert.
๐ Choose the destination table
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On the Column Mappings tab, configure the mappings from the input columns to the destination columns.
๐ Map the columns (Salesforce is shown)
Run the project
You can now run the project. After the SSIS Task has finished executing, data from your SQL table will be exported to the chosen table.