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Try them now for free →Migrating data from Workday to Snowflake using CData SSIS Components.
Easily push Workday data to Snowflake using the CData SSIS Tasks for Workday and Snowflake.
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 Workday data to Snowflake using the CData SSIS Components for Workday 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
- Casing: Snowflake enforces an exact case match by default for identifiers, so it is common to run into issues that can be attributed to mismatched casing. Set the IgnoreCase property to True in your CData SSIS Components for Snowflake connection to resolve these issues. This property directly maps to the QUOTED_IDENTIFIERS_IGNORE_CASE property in Snowflake and specifies whether Snowflake will treat identifiers as case-sensitive.
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Timestamps: Snowflake supports three timestamp types:
- TIMESTAMP_NTZ: This timestamp stores UTC time with a specified precision. However, all operations are performed in the current session's time zone, controlled by the TIMEZONE session parameter.
- TIMESTAMP_LTZ: This timestamp stores "wallclock" time with a specified precision. All operations are performed without taking any time zone into account.
- TIMESTAMP_TZ: This timestamp stores UTC time together with an associated time zone offset. When a time zone isn't provided, the session time zone offset is used.
By default the CData SSIS Components write timestamps to Snowflake as TIMESTAMP_NTZ unless manually configured.
About Workday Data Integration
CData provides the easiest way to access and integrate live data from Workday. Customers use CData connectivity to:
- Access the tables and datasets you create in Prism Analytics Data Catalog, working with the native Workday data hub without compromising the fidelity of your Workday system.
- Access Workday Reports-as-a-Service to surface data from departmental datasets not available from Prism and datasets larger than Prism allows.
- Access base data objects with WQL, REST, or SOAP, getting more granular, detailed access but with the potential need for Workday admins or IT to help craft queries.
Users frequently integrate Workday with analytics tools such as Tableau, Power BI, and Excel, and leverage our tools to replicate Workday data to databases or data warehouses. Access is secured at the user level, based on the authenticated user's identity and role.
For more information on configuring Workday to work with CData, refer to our Knowledge Base articles: Comprehensive Workday Connectivity through Workday WQL and Reports-as-a-Service & Workday + CData: Connection & Integration Best Practices.
Getting Started
Prerequisites
- Visual Studio 2022
- SQL Server Integration Services Projects extension for Visual Studio 2022
- CData SSIS Components for Snowflake
- CData SSIS Components for Workday
Create the project and add components
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Open Visual Studio and create a new Integration Services Project.
- Add a new Data Flow Task to the Control Flow screen and open the Data Flow Task.
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Add a CData Workday Source control and a CData Snowflake Destination control to the data flow task.
Configure the Workday source
Follow the steps below to specify properties required to connect to Workday.
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Double-click the CData Workday Source to open the source component editor and add a new connection.
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In the CData Workday Connection Manager, configure the connection properties, then test and save the connection.
To connect to Workday, users need to find the Tenant and BaseURL and then select their API type.
Obtaining the BaseURL and Tenant
To obtain the BaseURL and Tenant properties, log into Workday and search for "View API Clients." On this screen, you'll find the Workday REST API Endpoint, a URL that includes both the BaseURL and Tenant.
The format of the REST API Endpoint is: https://domain.com/subdirectories/mycompany, where:
- https://domain.com/subdirectories/ is the BaseURL.
- mycompany (the portion of the url after the very last slash) is the Tenant.
Using ConnectionType to Select the API
The value you use for the ConnectionType property determines which Workday API you use. See our Community Article for more information on Workday connectivity options and best practices.
API ConnectionType Value WQL WQL Reports as a Service Reports REST REST SOAP SOAP
Authentication
Your method of authentication depends on which API you are using.
- WQL, Reports as a Service, REST: Use OAuth authentication.
- SOAP: Use Basic or OAuth authentication.
See the Help documentation for more information on configuring OAuth with Workday.
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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 Workday Source Editor.
Configure the Snowflake destination
With the Workday 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.
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In the CData Snowflake Connection Manager, configure the connection properties, then test and save the connection.
- 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 Snowflake’s 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
- QueryPassthrough: When this is set to True, queries are passed through directly to Snowflake.
- ConvertDateTimetoGMT: When this is set to True, the components will convert date-time values to GMT, instead of the local time of the machine.
- IgnoreCase: A session parameter that specifies whether Snowflake will treat identifiers as case sensitive. Default: false(case is sensitive).
- 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.
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After saving the connection, select a table in the Use a Table menu and in the Action menu, select Insert.
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On the Column Mappings tab, configure the mappings from the input columns to the destination columns.
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.