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------------------------ -->\n","\u003Ch2\u003EOverview\u003C/h2\u003E\n","\u003Cp\u003ELearn how to set up Snowflake Openflow using Snowpark Container Services (SPCS) in about 25 minutes. You'll create the foundation needed to start ingesting data from external sources using pre-built connectors.\u003C/p\u003E\n","\u003Ch3\u003EWhat is Openflow\u003C/h3\u003E\n","\u003Cp\u003EOpenflow is Snowflake's managed service for building data pipelines in Snowpark Container Services (SPCS). It provides pre-built connectors that make it easy to ingest data from various sources into Snowflake.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_overview.png\" alt=\"Openflow Snowflake Deployments Overview\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EKey Benefits\u003C/strong\u003E:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EFully managed - no infrastructure to maintain\u003C/li\u003E\u003Cli\u003E19+ pre-built connectors for popular data sources\u003C/li\u003E\u003Cli\u003EAutomatic scaling based on your data volume\u003C/li\u003E\u003Cli\u003EBuilt-in security and governance\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EAvailable Connectors\u003C/h3\u003E\n","\u003Cp\u003EOpenflow supports 19+ connectors including:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECloud Storage\u003C/strong\u003E: Google Drive, Box, SharePoint, Amazon S3, Azure Blob Storage\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EDatabases\u003C/strong\u003E: MySQL, PostgreSQL, Oracle, SQL Server\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EMessaging\u003C/strong\u003E: Kafka, RabbitMQ\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESaaS Applications\u003C/strong\u003E: Salesforce, ServiceNow, Workday\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EFor a complete list with descriptions, see \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors\"\u003EOpenflow connectors\u003C/a\u003E.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Will Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003ESet up the Openflow admin role and permissions\u003C/li\u003E\u003Cli\u003ECreate an Openflow deployment\u003C/li\u003E\u003Cli\u003EConfigure runtime roles and external access integrations\u003C/li\u003E\u003Cli\u003ECreate an active runtime ready for connectors\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You Will Build\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EOpenflow Snowflake Deployment\u003C/li\u003E\u003Cli\u003EActive runtime environment\u003C/li\u003E\u003Cli\u003EExternal access integrations for Google Drive and PostgreSQL\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n","\u003Cp\u003EBefore starting, ensure you have:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ESnowflake Account\u003C/strong\u003E: Enterprise account in AWS or Azure Commercial Regions\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EAccount Permissions\u003C/strong\u003E: ACCOUNTADMIN role or equivalent for initial setup\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERegion Availability\u003C/strong\u003E: Openflow Snowflake Deployments is available in AWS and Azure Commercial Regions\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECompute Resources\u003C/strong\u003E: Ability to create compute pools and databases\u003C/li\u003E\u003C/ul\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIMPORTANT:\u003C/strong\u003E Openflow Snowflake Deployments are a Preview Feature gradually rolling out to all accounts in AWS and Azure Commercial Regions.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003ESetup Overview\u003C/h3\u003E\n","\u003Cp\u003ESetting up Openflow involves four main tasks:\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EStep\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003ETask\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EPersona\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EDuration\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E1\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ESetup Core Snowflake\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ESnowflake Administrator\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E10 min\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E2\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECreate Deployment\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EDeployment Engineer / Administrator\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E5 min\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E3\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECreate Runtime Role\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EData Engineer\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E5 min\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E4\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECreate Runtime\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EData Engineer\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E5 min\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E This setup is typically a one-time configuration per Snowflake environment and must be completed \u003Cstrong\u003Ebefore\u003C/strong\u003E configuring any Openflow connectors.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EWhat Happens After This Setup\u003C/h3\u003E\n","\u003Cp\u003EOnce you complete this 25-minute setup, you'll have a production-ready Openflow environment. Here's what you can do immediately:\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E✅ Start Ingesting Data\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EConnect to Google Drive and ingest documents for AI/ML processing\u003C/li\u003E\u003Cli\u003ESet up PostgreSQL CDC for real-time database replication\u003C/li\u003E\u003Cli\u003EStream data from Kafka, RabbitMQ, or other message queues\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003E✅ No Code Required\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EUse the Openflow canvas (web UI) to visually configure connectors\u003C/li\u003E\u003Cli\u003EOr use the companion Jupyter notebooks for programmatic setup\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003E✅ Production-Ready Infrastructure\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EYour deployment automatically scales based on data volume\u003C/li\u003E\u003Cli\u003EBuilt-in security with network rules and access controls\u003C/li\u003E\u003Cli\u003EOptional event tables for monitoring and troubleshooting\u003C/li\u003E\u003C/ul\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EQUICK WIN:\u003C/strong\u003E After completing this setup, you can have your first connector running and ingesting data in under 10 minutes using the companion notebooks!\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ESetup Core Snowflake\u003C/h2\u003E\n","\u003Cp\u003EBefore creating a deployment, you need to configure core Snowflake components including the Openflow admin role, required privileges, and network configuration.\u003C/p\u003E\n","\u003Ch3\u003ECompanion Repository\u003C/h3\u003E\n","\u003Cp\u003EThis quickstart references the companion GitHub repository which includes Jupyter notebooks and SQL scripts for various Openflow connectors:\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ERepository\u003C/strong\u003E: \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs\"\u003Ehttps://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs\u003C/a\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESQL Scripts:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EAll SQL commands in this quickstart are available as downloadable scripts:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_setup_core.sql\"\u003Equickstart_setup_core.sql\u003C/a\u003E\u003C/strong\u003E - Core Snowflake setup (this section)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_runtime_role.sql\"\u003Equickstart_runtime_role.sql\u003C/a\u003E\u003C/strong\u003E - Runtime role and external access integration\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_cleanup.sql\"\u003Equickstart_cleanup.sql\u003C/a\u003E\u003C/strong\u003E - Complete resource cleanup\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003EKey Notebooks:\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_GDRIVE.ipynb\"\u003EEAI_GDRIVE.ipynb\u003C/a\u003E\u003C/strong\u003E - External Access Integration setup for Google Drive connector\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_POSTGRES.ipynb\"\u003EEAI_POSTGRES.ipynb\u003C/a\u003E\u003C/strong\u003E - External Access Integration setup for PostgreSQL connector\u003C/li\u003E\u003C/ul\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETIP:\u003C/strong\u003E Download the SQL scripts to run all commands at once, or use the notebooks for connector-specific setup after completing the basic infrastructure.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EHow to Use SQL Scripts in Snowsight\u003C/h3\u003E\n","\u003Cp\u003EIf you downloaded the SQL scripts from the companion repository, here's how to import and execute them in Snowsight:\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EUsing Projects (Recommended):\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Projects\u003C/strong\u003E: In Snowsight, go to \u003Cstrong\u003EProjects\u003C/strong\u003E → \u003Cstrong\u003EWorksheets\u003C/strong\u003E (left sidebar)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECreate or Open Project\u003C/strong\u003E: Click \u003Cstrong\u003E"+ Project"\u003C/strong\u003E to create a new project, or open an existing one\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EAdd SQL File\u003C/strong\u003E: Click \u003Cstrong\u003E"..."\u003C/strong\u003E (more options) → \u003Cstrong\u003E"Import SQL file"\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect Downloaded Script\u003C/strong\u003E: Choose the \u003Ccode\u003E.sql\u003C/code\u003E file you downloaded (e.g., \u003Ccode\u003Equickstart_setup_core.sql\u003C/code\u003E)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EExecute Commands\u003C/strong\u003E:\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ERun All\u003C/strong\u003E: Click the \u003Cstrong\u003E▶ Run All\u003C/strong\u003E button to execute the entire script\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EStep-by-Step\u003C/strong\u003E: Select individual SQL statements and click \u003Cstrong\u003E▶ Run\u003C/strong\u003E for granular control\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003C/ol\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E The SQL scripts include detailed comments explaining each step. You can also copy-paste commands directly from this guide into a worksheet if you prefer.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003ECreate Openflow Admin Role\u003C/h3\u003E\n","\u003Cp\u003EThe \u003Ccode\u003EOPENFLOW_ADMIN\u003C/code\u003E role is the primary administrative role for managing Openflow deployments.\u003C/p\u003E\n","\u003Cp\u003ELog into \u003Ca href=\"https://docs.snowflake.com/en/user-guide/ui-snowsight.html#\"\u003ESnowsight\u003C/a\u003E and open a SQL worksheet.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIMPORTANT:\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003EIf you use different names for objects created in this section, be sure to update scripts and configurations in the following sections accordingly.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003EFor each SQL script block below, select all the statements in the block and execute them top to bottom.\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003ERun the following SQL commands to create the Openflow admin role:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Create the Openflow admin role (requires ACCOUNTADMIN or equivalent privileges)\nUSE ROLE ACCOUNTADMIN;\nCREATE ROLE IF NOT EXISTS OPENFLOW_ADMIN;\n\n-- Grant necessary privileges\nGRANT CREATE DATABASE ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT CREATE COMPUTE POOL ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT CREATE INTEGRATION ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT BIND SERVICE ENDPOINT ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\n\n-- Grant role to current user and ACCOUNTADMIN\nGRANT ROLE OPENFLOW_ADMIN TO ROLE ACCOUNTADMIN;\nSET id = CURRENT_USER();\nGRANT ROLE OPENFLOW_ADMIN TO USER IDENTIFIER($id);\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThis creates the admin role and grants it the necessary permissions to create and manage Openflow deployments.\u003C/p\u003E\n","\u003Ch3\u003EVerify Setup\u003C/h3\u003E\n","\u003Cp\u003ECheck that all core resources were created successfully:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Verify role exists\nSHOW ROLES LIKE 'OPENFLOW_ADMIN';\n\n-- Verify grants\nSHOW GRANTS TO ROLE OPENFLOW_ADMIN;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EREFERENCE DOCUMENTATION:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EFor detailed information, see \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-sf\"\u003ESetup core Snowflake\u003C/a\u003E in the official documentation.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECreate Deployment\u003C/h2\u003E\n","\u003Cp\u003EAfter configuring core Snowflake, create an Openflow deployment. This is the container environment where Openflow will run.\u003C/p\u003E\n","\u003Ch3\u003EAccess Openflow in Snowsight\u003C/h3\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIMPORTANT:\u003C/strong\u003E Before proceeding, ensure your user role in Snowsight is set to \u003Ccode\u003EOPENFLOW_ADMIN\u003C/code\u003E. You can check and change your role in the top-right corner of Snowsight.\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Openflow\u003C/strong\u003E: Go to \u003Cstrong\u003EWork with data\u003C/strong\u003E → \u003Cstrong\u003EIngestion\u003C/strong\u003E → \u003Cstrong\u003EOpenflow\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EOpenflow Interface\u003C/strong\u003E: You'll see three tabs:\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EOverview\u003C/strong\u003E - List of available connectors and documentation\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERuntimes\u003C/strong\u003E - Manage your runtime environments\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EDeployments\u003C/strong\u003E - Create and manage Openflow deployments\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ECreate Your First Deployment\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Deployments Tab\u003C/strong\u003E: Click on the \u003Cstrong\u003EDeployments\u003C/strong\u003E tab\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECreate Deployment\u003C/strong\u003E: Click \u003Cstrong\u003ECreate Deployment\u003C/strong\u003E button\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EEnter Deployment Name\u003C/strong\u003E: \u003Ccode\u003EQUICKSTART_DEPLOYMENT\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EComplete the wizard\u003C/strong\u003E: Follow the prompts shown in the GIF below\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_deployment_create.gif\" alt=\"Create Openflow Deployment\"\u003E\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E Deployment creation takes approximately \u003Cstrong\u003E5-10 minutes\u003C/strong\u003E. The status will progress from \u003Ccode\u003ECREATING\u003C/code\u003E → \u003Ccode\u003EACTIVE\u003C/code\u003E.\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EOPTIONAL - Event Table Configuration:\u003C/strong\u003E For advanced monitoring and troubleshooting, you can configure an Openflow-specific event table. See the \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-deployment#optional-configure-openflow-specific-event-table\"\u003Eofficial documentation\u003C/a\u003E for detailed instructions.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EVerify Deployment Status\u003C/h3\u003E\n","\u003Cp\u003ECheck that your deployment is running via the Snowsight UI:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Deployments Tab\u003C/strong\u003E: Go to \u003Cstrong\u003EWork with data\u003C/strong\u003E → \u003Cstrong\u003EIngestion\u003C/strong\u003E → \u003Cstrong\u003EOpenflow\u003C/strong\u003E → \u003Cstrong\u003EDeployments\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECheck Status\u003C/strong\u003E: Look for your deployment with status \u003Cstrong\u003EACTIVE\u003C/strong\u003E\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_deployment_active_example.png\" alt=\"Openflow Deployment Active Status\"\u003E\u003C/p\u003E\n","\u003Cp\u003EExpected status: \u003Cstrong\u003EACTIVE\u003C/strong\u003E\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EREFERENCE DOCUMENTATION:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EFor detailed information, see \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-deployment\"\u003ECreate deployment\u003C/a\u003E in the official documentation.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECreate Runtime Role\u003C/h2\u003E\n","\u003Cp\u003ECreate a runtime role that will be used by your Openflow runtime. This role needs access to databases, schemas, and warehouses for data ingestion.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESQL SCRIPT AVAILABLE:\u003C/strong\u003E All commands in this section are available in \u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_runtime_role.sql\"\u003Equickstart_runtime_role.sql\u003C/a\u003E\u003C/strong\u003E from the companion repository.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EStep 1: Create the Runtime Role and Resources\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Create runtime role\nUSE ROLE ACCOUNTADMIN;\nCREATE ROLE IF NOT EXISTS QUICKSTART_ROLE;\n\n-- Create database for Openflow resources\nCREATE DATABASE IF NOT EXISTS QUICKSTART_DATABASE;\n\n-- Create warehouse for data processing\nCREATE WAREHOUSE IF NOT EXISTS QUICKSTART_WH\n  WAREHOUSE_SIZE = MEDIUM\n  AUTO_SUSPEND = 300\n  AUTO_RESUME = TRUE;\n\n-- Grant privileges to runtime role\nGRANT USAGE ON DATABASE QUICKSTART_DATABASE TO ROLE QUICKSTART_ROLE;\nGRANT USAGE ON WAREHOUSE QUICKSTART_WH TO ROLE QUICKSTART_ROLE;\n\n-- Grant runtime role to Openflow admin\nGRANT ROLE QUICKSTART_ROLE TO ROLE OPENFLOW_ADMIN;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EStep 2: Create External Access Integration\u003C/h3\u003E\n","\u003Cp\u003EExternal Access Integrations allow your runtime to connect to external data sources. This quickstart creates one integration with network rules for both Google Drive and PostgreSQL connectors.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EUSE COMPANION NOTEBOOKS:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EFor detailed External Access Integration setup for specific connectors, use the notebooks from the \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs\"\u003Ecompanion repository\u003C/a\u003E:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ccode\u003EEAI_GDRIVE.ipynb\u003C/code\u003E\u003C/strong\u003E - Complete setup for Google Drive connector\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ccode\u003EEAI_POSTGRES.ipynb\u003C/code\u003E\u003C/strong\u003E - Complete setup for PostgreSQL connector\u003C/li\u003E\u003C/ul\u003E\n\u003C/blockquote\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Create schema for network rules\nUSE ROLE ACCOUNTADMIN;\nCREATE SCHEMA IF NOT EXISTS QUICKSTART_DATABASE.NETWORKS;\n\n-- Create network rule for Google APIs\nCREATE OR REPLACE NETWORK RULE google_api_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = (\n    'admin.googleapis.com',\n    'oauth2.googleapis.com',\n    'www.googleapis.com',\n    'google.com'\n  );\n\n-- Create network rule for your Google Workspace domain (optional)\n-- Replace 'your-domain.com' with your actual domain\nCREATE OR REPLACE NETWORK RULE workspace_domain_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = ('your-domain.com');\n\n-- Create network rule for PostgreSQL endpoint\n-- Replace 'your-postgres-host.com:5432' with your actual endpoint\nCREATE OR REPLACE NETWORK RULE postgres_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = ('your-postgres-host.com:5432');\n\n-- Create ONE external access integration with ALL network rules\nCREATE OR REPLACE EXTERNAL ACCESS INTEGRATION quickstart_access\n  ALLOWED_NETWORK_RULES = (\n    QUICKSTART_DATABASE.NETWORKS.google_api_network_rule,\n    QUICKSTART_DATABASE.NETWORKS.workspace_domain_network_rule,\n    QUICKSTART_DATABASE.NETWORKS.postgres_network_rule\n  )\n  ENABLED = TRUE\n  COMMENT = 'Openflow Snowflake Deployments runtime access for Google Drive and PostgreSQL connectors';\n\n-- Grant usage to runtime role\nGRANT USAGE ON INTEGRATION quickstart_access TO ROLE QUICKSTART_ROLE;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E This creates one external access integration with multiple network rules for different connector types. You can add or remove network rules based on which connectors you plan to use.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EVerify Setup\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Verify role and grants\nSHOW ROLES LIKE 'QUICKSTART_ROLE';\nSHOW GRANTS TO ROLE QUICKSTART_ROLE;\n\n-- Verify integration\nSHOW INTEGRATIONS LIKE 'quickstart_access';\nDESC INTEGRATION quickstart_access;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EREFERENCE DOCUMENTATION:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EFor detailed information, see \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-create-rr\"\u003ECreate runtime role\u003C/a\u003E in the official documentation.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECreate Runtime\u003C/h2\u003E\n","\u003Cp\u003ECreate a runtime associated with the previously created runtime role. A runtime is the execution environment for your Openflow connectors.\u003C/p\u003E\n","\u003Ch3\u003ECreate Runtime via Snowsight\u003C/h3\u003E\n","\u003Cp\u003EFollow these steps to create your runtime:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Runtimes\u003C/strong\u003E: Go to \u003Cstrong\u003EWork with data\u003C/strong\u003E → \u003Cstrong\u003EIngestion\u003C/strong\u003E → \u003Cstrong\u003EOpenflow\u003C/strong\u003E → \u003Cstrong\u003ERuntimes\u003C/strong\u003E tab\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EClick Create Runtime\u003C/strong\u003E: Click the \u003Cstrong\u003ECreate Runtime\u003C/strong\u003E button in the top right\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EEnter Runtime Name\u003C/strong\u003E: \u003Ccode\u003EQUICKSTART_RUNTIME\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect Runtime Role\u003C/strong\u003E: Choose \u003Ccode\u003EQUICKSTART_ROLE\u003C/code\u003E from the dropdown\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect External Access Integration\u003C/strong\u003E: Choose \u003Ccode\u003Equickstart_access\u003C/code\u003E from the dropdown\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect Compute Pool\u003C/strong\u003E: Choose an existing compute pool from the list\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EClick Create\u003C/strong\u003E: Complete the runtime creation\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_runtime_create.gif\" alt=\"Create Openflow Runtime\"\u003E\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E Runtime creation typically takes 3-5 minutes. The status will progress from \u003Ccode\u003ECREATING\u003C/code\u003E → \u003Ccode\u003EACTIVE\u003C/code\u003E.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003EVerify Runtime Status\u003C/h3\u003E\n","\u003Cp\u003ECheck that your runtime is active:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Runtimes Tab\u003C/strong\u003E: Go to \u003Cstrong\u003EWork with data\u003C/strong\u003E → \u003Cstrong\u003EIngestion\u003C/strong\u003E → \u003Cstrong\u003EOpenflow\u003C/strong\u003E → \u003Cstrong\u003ERuntimes\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECheck Status\u003C/strong\u003E: Look for \u003Ccode\u003EQUICKSTART_RUNTIME\u003C/code\u003E with status \u003Cstrong\u003EACTIVE\u003C/strong\u003E\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_runtime_active_example.png\" alt=\"Openflow Runtime Active Status\"\u003E\u003C/p\u003E\n","\u003Cp\u003EExpected status: \u003Cstrong\u003EACTIVE\u003C/strong\u003E\u003C/p\u003E\n","\u003Ch3\u003EAccess the Runtime Canvas\u003C/h3\u003E\n","\u003Cp\u003EOnce your runtime is active, you can access the Openflow canvas to add and configure connectors:\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EClick on the runtime name\u003C/strong\u003E (\u003Ccode\u003EQUICKSTART_RUNTIME\u003C/code\u003E) to open the canvas where you can add connectors and build data pipelines.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_runtime_empty_canvas.png\" alt=\"Openflow Runtime Empty Canvas\"\u003E\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETIP:\u003C/strong\u003E The canvas is where you'll add and configure connectors, manage data flows, and monitor pipeline execution. You're now ready to add your first connector!\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EREFERENCE DOCUMENTATION:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EFor detailed information, see \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-create-runtime\"\u003ECreate runtime\u003C/a\u003E in the official documentation.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ENext Steps\u003C/h2\u003E\n","\u003Cp\u003EWith your Openflow Snowflake Deployments set up, you're ready to configure connectors to ingest data from external sources.\u003C/p\u003E\n","\u003Ch3\u003ESummary of What You Built\u003C/h3\u003E\n","\u003Cp\u003EAfter completing this guide, you have:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E✅ \u003Cstrong\u003E\u003Ccode\u003EOPENFLOW_ADMIN\u003C/code\u003E role\u003C/strong\u003E - Administrative role with deployment and integration privileges\u003C/li\u003E\u003Cli\u003E✅ \u003Cstrong\u003EOpenflow Deployment (\u003Ccode\u003EQUICKSTART_DEPLOYMENT\u003C/code\u003E)\u003C/strong\u003E - Container environment running in SPCS\u003C/li\u003E\u003Cli\u003E✅ \u003Cstrong\u003ERuntime Role (\u003Ccode\u003EQUICKSTART_ROLE\u003C/code\u003E)\u003C/strong\u003E - With database, schema, and warehouse access\u003C/li\u003E\u003Cli\u003E✅ \u003Cstrong\u003EExternal Access Integration (\u003Ccode\u003Equickstart_access\u003C/code\u003E)\u003C/strong\u003E - Network rules for Google Drive and PostgreSQL connectors\u003C/li\u003E\u003Cli\u003E✅ \u003Cstrong\u003EActive Runtime (\u003Ccode\u003EQUICKSTART_RUNTIME\u003C/code\u003E)\u003C/strong\u003E - Ready to host connectors\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003EYou're now ready to configure connectors and build data pipelines!\u003C/strong\u003E\u003C/p\u003E\n","\u003Ch3\u003EChoose Your Next Path\u003C/h3\u003E\n","\u003Cp\u003ENow that your infrastructure is ready, here are your next options:\u003C/p\u003E\n","\u003Ch3\u003EConfigure Connectors\u003C/h3\u003E\n","\u003Cp\u003EAdd and configure connectors for your data sources:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EGoogle Drive Connector - Ingest unstructured documents\u003C/li\u003E\u003Cli\u003EPostgreSQL Connector - Real-time database CDC\u003C/li\u003E\u003Cli\u003EKafka Connector - Stream real-time events\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors\"\u003EView All 19+ Connectors\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EExplore Companion Notebooks\u003C/h3\u003E\n","\u003Cp\u003EUse the notebooks from the \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs\"\u003Ecompanion repository\u003C/a\u003E for detailed connector setup:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_GDRIVE.ipynb\"\u003EEAI_GDRIVE.ipynb\u003C/a\u003E - Google Drive External Access Integration\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_POSTGRES.ipynb\"\u003EEAI_POSTGRES.ipynb\u003C/a\u003E - PostgreSQL External Access Integration\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EBuild Data Pipelines\u003C/h3\u003E\n","\u003Cp\u003ETry these common use cases:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EDocument Intelligence\u003C/strong\u003E - Ingest and analyze documents from Google Drive\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EDatabase Replication\u003C/strong\u003E - Real-time CDC from PostgreSQL to Snowflake\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EReal-time Streaming\u003C/strong\u003E - Process Kafka event streams\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EMulti-source Integration\u003C/strong\u003E - Combine data from multiple connectors\u003C/li\u003E\u003C/ul\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ERECOMMENDED:\u003C/strong\u003E Start with the \u003Ca href=\"/en/developers/guides/getting-started-with-openflow-unstructured-data-pipeline/\"\u003EOpenflow Unstructured Data Pipeline quickstart\u003C/a\u003E for a complete end-to-end example using Openflow Snowflake Deployments.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ETroubleshooting\u003C/h2\u003E\n","\u003Ch3\u003EDeployment Not Starting\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIssue\u003C/strong\u003E: Deployment status stuck in \u003Ccode\u003ECREATING\u003C/code\u003E or shows \u003Ccode\u003EERROR\u003C/code\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESolutions\u003C/strong\u003E:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EVerify Role Privileges\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Check OPENFLOW_ADMIN has required privileges\nSHOW GRANTS TO ROLE OPENFLOW_ADMIN;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EReview Event Table Logs\u003C/strong\u003E (if enabled):\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Query event table for errors\nSELECT * FROM OPENFLOW_CONFIG.EVENTS.openflow_events\nWHERE RECORD:severity = 'ERROR'\nORDER BY TIMESTAMP DESC\nLIMIT 100;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ERuntime Cannot Access External Services\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIssue\u003C/strong\u003E: Connector fails to connect to external services (e.g., Google Drive, databases)\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESolutions\u003C/strong\u003E:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EVerify External Access Integration\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Check integration exists and is enabled\nSHOW INTEGRATIONS LIKE 'openflow_%';\nDESC INTEGRATION your_integration_name;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECheck Network Rules\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Verify all required hostnames are in network rules\nDESC NETWORK RULE your_network_rule;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ETest Network Connectivity\u003C/strong\u003E:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EEnsure the external service endpoint is correct\u003C/li\u003E\u003Cli\u003EVerify firewall rules allow traffic from Snowflake IP ranges\u003C/li\u003E\u003Cli\u003ECheck service credentials are valid\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EReview Integration Grants\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Verify runtime role has access\nSHOW GRANTS ON INTEGRATION your_integration_name;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003EPermission Errors\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EIssue\u003C/strong\u003E: "Insufficient privileges" errors when creating resources\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESolutions\u003C/strong\u003E:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EVerify Current Role\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Check which role you're using\nSELECT CURRENT_ROLE();\n\n-- Switch to appropriate role\nUSE ROLE OPENFLOW_ADMIN;\n-- or\nUSE ROLE ACCOUNTADMIN;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECheck Role Hierarchy\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Verify role grants\nSHOW GRANTS TO ROLE OPENFLOW_ADMIN;\nSHOW GRANTS TO USER your_username;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EGrant Missing Privileges\u003C/strong\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Example: Grant database creation if missing\nUSE ROLE ACCOUNTADMIN;\nGRANT CREATE DATABASE ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\n\u003C/code\u003E\u003C/pre\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003EGetting Help\u003C/h3\u003E\n","\u003Cp\u003EIf you continue experiencing issues:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ECheck Documentation\u003C/strong\u003E: \u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/about\"\u003EOpenflow Documentation\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECommunity Support\u003C/strong\u003E: \u003Ca href=\"https://community.snowflake.com/\"\u003ESnowflake Community\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EGitHub Issues\u003C/strong\u003E: \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues\"\u003ECompanion Repository Issues\u003C/a\u003E\u003C/li\u003E\u003C/ol\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECleanup\u003C/h2\u003E\n","\u003Cp\u003EWhen you're finished with the quickstart or want to remove resources, use Snowsight UI to clean up.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESQL SCRIPT AVAILABLE:\u003C/strong\u003E For convenience, all cleanup commands are available in \u003Cstrong\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_cleanup.sql\"\u003Equickstart_cleanup.sql\u003C/a\u003E\u003C/strong\u003E from the companion repository.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003ERemove Deployments and Runtimes\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EVia Snowsight:\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ENavigate to Openflow\u003C/strong\u003E: Go to \u003Cstrong\u003EWork with data\u003C/strong\u003E → \u003Cstrong\u003EIngestion\u003C/strong\u003E → \u003Cstrong\u003EOpenflow\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERemove Runtime\u003C/strong\u003E:\n\u003Cul\u003E\u003Cli\u003EGo to \u003Cstrong\u003ERuntimes\u003C/strong\u003E tab\u003C/li\u003E\u003Cli\u003EFind \u003Ccode\u003EQUICKSTART_RUNTIME\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EClick on the runtime and select \u003Cstrong\u003EDelete\u003C/strong\u003E\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERemove Deployment\u003C/strong\u003E:\n\u003Cul\u003E\u003Cli\u003EGo to \u003Cstrong\u003EDeployments\u003C/strong\u003E tab\u003C/li\u003E\u003Cli\u003EFind \u003Ccode\u003EQUICKSTART_DEPLOYMENT\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EClick on the deployment and select \u003Cstrong\u003EDelete\u003C/strong\u003E\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003C/ol\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E Deleting deployments and runtimes via Snowsight ensures proper cleanup of all associated resources.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Ch3\u003ERemove Supporting Resources\u003C/h3\u003E\n","\u003Cp\u003EAfter removing deployments and runtimes, clean up the supporting resources:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Switch to ACCOUNTADMIN\nUSE ROLE ACCOUNTADMIN;\n\n-- Drop external access integration\nDROP INTEGRATION IF EXISTS quickstart_access;\n\n-- Drop network rules\nDROP NETWORK RULE IF EXISTS google_api_network_rule;\nDROP NETWORK RULE IF EXISTS workspace_domain_network_rule;\nDROP NETWORK RULE IF EXISTS postgres_network_rule;\n\n-- Drop warehouse\nDROP WAREHOUSE IF EXISTS QUICKSTART_WH;\n\n-- Drop database\nDROP DATABASE IF EXISTS QUICKSTART_DATABASE;\n\n-- Drop role\nDROP ROLE IF EXISTS QUICKSTART_ROLE;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWARNING:\u003C/strong\u003E Dropping the database will delete all ingested data. Ensure you have backups of important data before proceeding.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EConclusion And Resources\u003C/h2\u003E\n","\u003Cp\u003ECongratulations! You've successfully set up Snowflake Openflow using Snowpark Container Services (SPCS). You now have a fully functional data integration platform ready to connect to external data sources.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Accomplished\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EInfrastructure Setup\u003C/strong\u003E: Created core Snowflake resources including admin role and network rules\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EDeployment Creation\u003C/strong\u003E: Launched an Openflow Snowflake Deployment with optional event logging\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERuntime Configuration\u003C/strong\u003E: Created runtime role with external access integrations\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EActive Runtime\u003C/strong\u003E: Deployed a runtime environment ready to host connectors\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EBest Practices\u003C/strong\u003E: Learned monitoring, troubleshooting, and resource management\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EKey Capabilities Enabled\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EPre-built Connectors\u003C/strong\u003E: Access to 19+ connectors for popular data sources\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EManaged Infrastructure\u003C/strong\u003E: No server management, automatic scaling\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESecure Communication\u003C/strong\u003E: Network rules and external access integrations\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EMonitoring\u003C/strong\u003E: Optional event tables for observability\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EFlexibility\u003C/strong\u003E: Support for diverse data sources and formats\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003ENext Steps\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003EConfigure Your First Connector\u003C/strong\u003E: Use the companion notebooks (\u003Ccode\u003EEAI_GDRIVE.ipynb\u003C/code\u003E or \u003Ccode\u003EEAI_POSTGRES.ipynb\u003C/code\u003E) to set up Google Drive or PostgreSQL\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EBuild Data Pipelines\u003C/strong\u003E: Set up automated data ingestion from your chosen source\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EAdd More Connectors\u003C/strong\u003E: Explore the 19+ available connectors for different data sources\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ELearn Best Practices\u003C/strong\u003E: Review the official Openflow documentation for tips and patterns\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ERelated Resources\u003C/h3\u003E\n","\u003Cp\u003E\u003Cstrong\u003EOfficial Documentation:\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/about\"\u003EOpenflow Documentation\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs\"\u003EOpenflow Snowflake Deployments Setup Guide\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors\"\u003EOpenflow Connectors\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowpark-container-services/overview\"\u003ESnowpark Container Services\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/external-network-access/creating-using-external-network-access\"\u003EExternal Access Integration\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECode and Notebooks:\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs\"\u003ECompanion GitHub Repository\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/tree/main/notebooks\"\u003EExample Pipelines and Notebooks\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003EManagement and Operations:\u003C/strong\u003E\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/data-integration/openflow/about\"\u003EManage Openflow\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003ECommunity and Support\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://community.snowflake.com/\"\u003ESnowflake Community\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues\"\u003EGitHub Issues\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EWe would love your feedback on this QuickStart Guide! Please submit your feedback using the \u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues\"\u003EGitHub issues link\u003C/a\u003E.\u003C/p\u003E"],"description":"Getting Started with Snowflake Openflow using Snowpark Container Services (SPCS)","title":"Getting Started with Openflow Snowflake Deployments","isDeveloperGuidesPage":false,":type":"snowflake-site/components/contentfragment",":items":{},":itemsOrder":[],"elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"\u003C!-- ------------------------ --\u003E\n## Overview\n\nLearn how to set up Snowflake Openflow using Snowpark Container Services (SPCS) in about 25 minutes. You'll create the foundation needed to start ingesting data from external sources using pre-built connectors.\n\n### What is Openflow\n\nOpenflow is Snowflake's managed service for building data pipelines in Snowpark Container Services (SPCS). It provides pre-built connectors that make it easy to ingest data from various sources into Snowflake.\n\n![Openflow Snowflake Deployments Overview](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_overview.png)\n\n**Key Benefits**:\n\n- Fully managed - no infrastructure to maintain\n- 19+ pre-built connectors for popular data sources\n- Automatic scaling based on your data volume\n- Built-in security and governance\n\n### Available Connectors\n\nOpenflow supports 19+ connectors including:\n\n- **Cloud Storage**: Google Drive, Box, SharePoint, Amazon S3, Azure Blob Storage\n- **Databases**: MySQL, PostgreSQL, Oracle, SQL Server\n- **Messaging**: Kafka, RabbitMQ\n- **SaaS Applications**: Salesforce, ServiceNow, Workday\n\nFor a complete list with descriptions, see [Openflow connectors](https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors).\n\n### What You Will Learn\n\n- Set up the Openflow admin role and permissions\n- Create an Openflow deployment\n- Configure runtime roles and external access integrations\n- Create an active runtime ready for connectors\n\n### What You Will Build\n\n- Openflow Snowflake Deployment\n- Active runtime environment\n- External access integrations for Google Drive and PostgreSQL\n\n### Prerequisites\n\nBefore starting, ensure you have:\n\n- **Snowflake Account**: Enterprise account in AWS or Azure Commercial Regions\n- **Account Permissions**: ACCOUNTADMIN role or equivalent for initial setup\n- **Region Availability**: Openflow Snowflake Deployments is available in AWS and Azure Commercial Regions\n- **Compute Resources**: Ability to create compute pools and databases\n\n\u003E **IMPORTANT:** Openflow Snowflake Deployments are a Preview Feature gradually rolling out to all accounts in AWS and Azure Commercial Regions.\n\n### Setup Overview\n\nSetting up Openflow involves four main tasks:\n\n| Step | Task | Persona | Duration |\n|------|------|---------|----------|\n| 1 | Setup Core Snowflake | Snowflake Administrator | 10 min |\n| 2 | Create Deployment | Deployment Engineer / Administrator | 5 min |\n| 3 | Create Runtime Role | Data Engineer | 5 min |\n| 4 | Create Runtime | Data Engineer | 5 min |\n\n\u003E **NOTE:** This setup is typically a one-time configuration per Snowflake environment and must be completed **before** configuring any Openflow connectors.\n\n### What Happens After This Setup\n\nOnce you complete this 25-minute setup, you'll have a production-ready Openflow environment. Here's what you can do immediately:\n\n**✅ Start Ingesting Data**\n\n- Connect to Google Drive and ingest documents for AI/ML processing\n- Set up PostgreSQL CDC for real-time database replication\n- Stream data from Kafka, RabbitMQ, or other message queues\n\n**✅ No Code Required**\n\n- Use the Openflow canvas (web UI) to visually configure connectors\n- Or use the companion Jupyter notebooks for programmatic setup\n\n**✅ Production-Ready Infrastructure**\n\n- Your deployment automatically scales based on data volume\n- Built-in security with network rules and access controls\n- Optional event tables for monitoring and troubleshooting\n\n\u003E **QUICK WIN:** After completing this setup, you can have your first connector running and ingesting data in under 10 minutes using the companion notebooks!\n\n\u003C!-- ------------------------ --\u003E\n## Setup Core Snowflake\n\nBefore creating a deployment, you need to configure core Snowflake components including the Openflow admin role, required privileges, and network configuration.\n\n### Companion Repository\n\nThis quickstart references the companion GitHub repository which includes Jupyter notebooks and SQL scripts for various Openflow connectors:\n\n**Repository**: [https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs)\n\n**SQL Scripts:**\n\nAll SQL commands in this quickstart are available as downloadable scripts:\n\n- **[quickstart_setup_core.sql](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_setup_core.sql)** - Core Snowflake setup (this section)\n- **[quickstart_runtime_role.sql](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_runtime_role.sql)** - Runtime role and external access integration\n- **[quickstart_cleanup.sql](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_cleanup.sql)** - Complete resource cleanup\n\n**Key Notebooks:**\n\n- **[EAI_GDRIVE.ipynb](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_GDRIVE.ipynb)** - External Access Integration setup for Google Drive connector\n- **[EAI_POSTGRES.ipynb](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_POSTGRES.ipynb)** - External Access Integration setup for PostgreSQL connector\n\n\u003E **TIP:** Download the SQL scripts to run all commands at once, or use the notebooks for connector-specific setup after completing the basic infrastructure.\n\n### How to Use SQL Scripts in Snowsight\n\nIf you downloaded the SQL scripts from the companion repository, here's how to import and execute them in Snowsight:\n\n**Using Projects (Recommended):**\n\n1. **Navigate to Projects**: In Snowsight, go to **Projects** → **Worksheets** (left sidebar)\n2. **Create or Open Project**: Click **\"+ Project\"** to create a new project, or open an existing one\n3. **Add SQL File**: Click **\"...\"** (more options) → **\"Import SQL file\"**\n4. **Select Downloaded Script**: Choose the `.sql` file you downloaded (e.g., `quickstart_setup_core.sql`)\n5. **Execute Commands**:\n   - **Run All**: Click the **▶ Run All** button to execute the entire script\n   - **Step-by-Step**: Select individual SQL statements and click **▶ Run** for granular control\n\n\u003E **NOTE:** The SQL scripts include detailed comments explaining each step. You can also copy-paste commands directly from this guide into a worksheet if you prefer.\n\n### Create Openflow Admin Role\n\nThe `OPENFLOW_ADMIN` role is the primary administrative role for managing Openflow deployments.\n\nLog into [Snowsight](https://docs.snowflake.com/en/user-guide/ui-snowsight.html#) and open a SQL worksheet.\n\n\u003E **IMPORTANT:**\n\u003E\n\u003E - If you use different names for objects created in this section, be sure to update scripts and configurations in the following sections accordingly.\n\u003E\n\u003E - For each SQL script block below, select all the statements in the block and execute them top to bottom.\n\nRun the following SQL commands to create the Openflow admin role:\n\n```sql\n-- Create the Openflow admin role (requires ACCOUNTADMIN or equivalent privileges)\nUSE ROLE ACCOUNTADMIN;\nCREATE ROLE IF NOT EXISTS OPENFLOW_ADMIN;\n\n-- Grant necessary privileges\nGRANT CREATE DATABASE ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT CREATE COMPUTE POOL ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT CREATE INTEGRATION ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\nGRANT BIND SERVICE ENDPOINT ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\n\n-- Grant role to current user and ACCOUNTADMIN\nGRANT ROLE OPENFLOW_ADMIN TO ROLE ACCOUNTADMIN;\nSET id = CURRENT_USER();\nGRANT ROLE OPENFLOW_ADMIN TO USER IDENTIFIER($id);\n```\n\nThis creates the admin role and grants it the necessary permissions to create and manage Openflow deployments.\n\n### Verify Setup\n\nCheck that all core resources were created successfully:\n\n```sql\n-- Verify role exists\nSHOW ROLES LIKE 'OPENFLOW_ADMIN';\n\n-- Verify grants\nSHOW GRANTS TO ROLE OPENFLOW_ADMIN;\n```\n\n\u003E **REFERENCE DOCUMENTATION:**\n\u003E\n\u003E For detailed information, see [Setup core Snowflake](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-sf) in the official documentation.\n\n\u003C!-- ------------------------ --\u003E\n## Create Deployment\n\nAfter configuring core Snowflake, create an Openflow deployment. This is the container environment where Openflow will run.\n\n### Access Openflow in Snowsight\n\n\u003E **IMPORTANT:** Before proceeding, ensure your user role in Snowsight is set to `OPENFLOW_ADMIN`. You can check and change your role in the top-right corner of Snowsight.\n\n1. **Navigate to Openflow**: Go to **Work with data** → **Ingestion** → **Openflow**\n2. **Openflow Interface**: You'll see three tabs:\n   - **Overview** - List of available connectors and documentation\n   - **Runtimes** - Manage your runtime environments\n   - **Deployments** - Create and manage Openflow deployments\n\n### Create Your First Deployment\n\n1. **Navigate to Deployments Tab**: Click on the **Deployments** tab\n2. **Create Deployment**: Click **Create Deployment** button\n3. **Enter Deployment Name**: `QUICKSTART_DEPLOYMENT`\n4. **Complete the wizard**: Follow the prompts shown in the GIF below\n\n![Create Openflow Deployment](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_deployment_create.gif)\n\n\u003E **NOTE:** Deployment creation takes approximately **5-10 minutes**. The status will progress from `CREATING` → `ACTIVE`.\n\n\u003E **OPTIONAL - Event Table Configuration:** For advanced monitoring and troubleshooting, you can configure an Openflow-specific event table. See the [official documentation](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-deployment#optional-configure-openflow-specific-event-table) for detailed instructions.\n\n### Verify Deployment Status\n\nCheck that your deployment is running via the Snowsight UI:\n\n1. **Navigate to Deployments Tab**: Go to **Work with data** → **Ingestion** → **Openflow** → **Deployments**\n2. **Check Status**: Look for your deployment with status **ACTIVE**\n\n![Openflow Deployment Active Status](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_deployment_active_example.png)\n\nExpected status: **ACTIVE**\n\n\u003E **REFERENCE DOCUMENTATION:**\n\u003E\n\u003E For detailed information, see [Create deployment](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-deployment) in the official documentation.\n\n\u003C!-- ------------------------ --\u003E\n## Create Runtime Role\n\nCreate a runtime role that will be used by your Openflow runtime. This role needs access to databases, schemas, and warehouses for data ingestion.\n\n\u003E **SQL SCRIPT AVAILABLE:** All commands in this section are available in **[quickstart_runtime_role.sql](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_runtime_role.sql)** from the companion repository.\n\n### Step 1: Create the Runtime Role and Resources\n\n```sql\n-- Create runtime role\nUSE ROLE ACCOUNTADMIN;\nCREATE ROLE IF NOT EXISTS QUICKSTART_ROLE;\n\n-- Create database for Openflow resources\nCREATE DATABASE IF NOT EXISTS QUICKSTART_DATABASE;\n\n-- Create warehouse for data processing\nCREATE WAREHOUSE IF NOT EXISTS QUICKSTART_WH\n  WAREHOUSE_SIZE = MEDIUM\n  AUTO_SUSPEND = 300\n  AUTO_RESUME = TRUE;\n\n-- Grant privileges to runtime role\nGRANT USAGE ON DATABASE QUICKSTART_DATABASE TO ROLE QUICKSTART_ROLE;\nGRANT USAGE ON WAREHOUSE QUICKSTART_WH TO ROLE QUICKSTART_ROLE;\n\n-- Grant runtime role to Openflow admin\nGRANT ROLE QUICKSTART_ROLE TO ROLE OPENFLOW_ADMIN;\n```\n\n### Step 2: Create External Access Integration\n\nExternal Access Integrations allow your runtime to connect to external data sources. This quickstart creates one integration with network rules for both Google Drive and PostgreSQL connectors.\n\n\u003E **USE COMPANION NOTEBOOKS:**\n\u003E\n\u003E For detailed External Access Integration setup for specific connectors, use the notebooks from the [companion repository](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs):\n\u003E\n\u003E - **`EAI_GDRIVE.ipynb`** - Complete setup for Google Drive connector\n\u003E - **`EAI_POSTGRES.ipynb`** - Complete setup for PostgreSQL connector\n\n```sql\n-- Create schema for network rules\nUSE ROLE ACCOUNTADMIN;\nCREATE SCHEMA IF NOT EXISTS QUICKSTART_DATABASE.NETWORKS;\n\n-- Create network rule for Google APIs\nCREATE OR REPLACE NETWORK RULE google_api_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = (\n    'admin.googleapis.com',\n    'oauth2.googleapis.com',\n    'www.googleapis.com',\n    'google.com'\n  );\n\n-- Create network rule for your Google Workspace domain (optional)\n-- Replace 'your-domain.com' with your actual domain\nCREATE OR REPLACE NETWORK RULE workspace_domain_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = ('your-domain.com');\n\n-- Create network rule for PostgreSQL endpoint\n-- Replace 'your-postgres-host.com:5432' with your actual endpoint\nCREATE OR REPLACE NETWORK RULE postgres_network_rule\n  MODE = EGRESS\n  TYPE = HOST_PORT\n  VALUE_LIST = ('your-postgres-host.com:5432');\n\n-- Create ONE external access integration with ALL network rules\nCREATE OR REPLACE EXTERNAL ACCESS INTEGRATION quickstart_access\n  ALLOWED_NETWORK_RULES = (\n    QUICKSTART_DATABASE.NETWORKS.google_api_network_rule,\n    QUICKSTART_DATABASE.NETWORKS.workspace_domain_network_rule,\n    QUICKSTART_DATABASE.NETWORKS.postgres_network_rule\n  )\n  ENABLED = TRUE\n  COMMENT = 'Openflow Snowflake Deployments runtime access for Google Drive and PostgreSQL connectors';\n\n-- Grant usage to runtime role\nGRANT USAGE ON INTEGRATION quickstart_access TO ROLE QUICKSTART_ROLE;\n```\n\n\u003E **NOTE:** This creates one external access integration with multiple network rules for different connector types. You can add or remove network rules based on which connectors you plan to use.\n\n### Verify Setup\n\n```sql\n-- Verify role and grants\nSHOW ROLES LIKE 'QUICKSTART_ROLE';\nSHOW GRANTS TO ROLE QUICKSTART_ROLE;\n\n-- Verify integration\nSHOW INTEGRATIONS LIKE 'quickstart_access';\nDESC INTEGRATION quickstart_access;\n```\n\n\u003E **REFERENCE DOCUMENTATION:**\n\u003E\n\u003E For detailed information, see [Create runtime role](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-create-rr) in the official documentation.\n\n\u003C!-- ------------------------ --\u003E\n## Create Runtime\n\nCreate a runtime associated with the previously created runtime role. A runtime is the execution environment for your Openflow connectors.\n\n### Create Runtime via Snowsight\n\nFollow these steps to create your runtime:\n\n1. **Navigate to Runtimes**: Go to **Work with data** → **Ingestion** → **Openflow** → **Runtimes** tab\n2. **Click Create Runtime**: Click the **Create Runtime** button in the top right\n3. **Enter Runtime Name**: `QUICKSTART_RUNTIME`\n4. **Select Runtime Role**: Choose `QUICKSTART_ROLE` from the dropdown\n5. **Select External Access Integration**: Choose `quickstart_access` from the dropdown\n6. **Select Compute Pool**: Choose an existing compute pool from the list\n7. **Click Create**: Complete the runtime creation\n\n![Create Openflow Runtime](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_runtime_create.gif)\n\n\u003E **NOTE:** Runtime creation typically takes 3-5 minutes. The status will progress from `CREATING` → `ACTIVE`.\n\n### Verify Runtime Status\n\nCheck that your runtime is active:\n\n1. **Navigate to Runtimes Tab**: Go to **Work with data** → **Ingestion** → **Openflow** → **Runtimes**\n2. **Check Status**: Look for `QUICKSTART_RUNTIME` with status **ACTIVE**\n\n![Openflow Runtime Active Status](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_spcs_runtime_active_example.png)\n\nExpected status: **ACTIVE**\n\n### Access the Runtime Canvas\n\nOnce your runtime is active, you can access the Openflow canvas to add and configure connectors:\n\n**Click on the runtime name** (`QUICKSTART_RUNTIME`) to open the canvas where you can add connectors and build data pipelines.\n\n![Openflow Runtime Empty Canvas](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-with-openflow-spcs/openflow_runtime_empty_canvas.png)\n\n\u003E **TIP:** The canvas is where you'll add and configure connectors, manage data flows, and monitor pipeline execution. You're now ready to add your first connector!\n\n\u003E **REFERENCE DOCUMENTATION:**\n\u003E\n\u003E For detailed information, see [Create runtime](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs-create-runtime) in the official documentation.\n\n\u003C!-- ------------------------ --\u003E\n## Next Steps\n\nWith your Openflow Snowflake Deployments set up, you're ready to configure connectors to ingest data from external sources.\n\n### Summary of What You Built\n\nAfter completing this guide, you have:\n\n- ✅ **`OPENFLOW_ADMIN` role** - Administrative role with deployment and integration privileges\n- ✅ **Openflow Deployment (`QUICKSTART_DEPLOYMENT`)** - Container environment running in SPCS\n- ✅ **Runtime Role (`QUICKSTART_ROLE`)** - With database, schema, and warehouse access\n- ✅ **External Access Integration (`quickstart_access`)** - Network rules for Google Drive and PostgreSQL connectors\n- ✅ **Active Runtime (`QUICKSTART_RUNTIME`)** - Ready to host connectors\n\n**You're now ready to configure connectors and build data pipelines!**\n\n### Choose Your Next Path\n\nNow that your infrastructure is ready, here are your next options:\n\n### Configure Connectors\n\nAdd and configure connectors for your data sources:\n\n- Google Drive Connector - Ingest unstructured documents\n- PostgreSQL Connector - Real-time database CDC\n- Kafka Connector - Stream real-time events\n- [View All 19+ Connectors](https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors)\n\n### Explore Companion Notebooks\n\nUse the notebooks from the [companion repository](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs) for detailed connector setup:\n\n- [EAI_GDRIVE.ipynb](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_GDRIVE.ipynb) - Google Drive External Access Integration\n- [EAI_POSTGRES.ipynb](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/notebooks/EAI_POSTGRES.ipynb) - PostgreSQL External Access Integration\n\n### Build Data Pipelines\n\nTry these common use cases:\n\n- **Document Intelligence** - Ingest and analyze documents from Google Drive\n- **Database Replication** - Real-time CDC from PostgreSQL to Snowflake\n- **Real-time Streaming** - Process Kafka event streams\n- **Multi-source Integration** - Combine data from multiple connectors\n\n\u003E **RECOMMENDED:** Start with the [Openflow Unstructured Data Pipeline quickstart](/en/developers/guides/getting-started-with-openflow-unstructured-data-pipeline/) for a complete end-to-end example using Openflow Snowflake Deployments.\n\n\u003C!-- ------------------------ --\u003E\n## Troubleshooting\n\n### Deployment Not Starting\n\n**Issue**: Deployment status stuck in `CREATING` or shows `ERROR`\n\n**Solutions**:\n\n1. **Verify Role Privileges**:\n\n   ```sql\n   -- Check OPENFLOW_ADMIN has required privileges\n   SHOW GRANTS TO ROLE OPENFLOW_ADMIN;\n   ```\n\n2. **Review Event Table Logs** (if enabled):\n\n   ```sql\n   -- Query event table for errors\n   SELECT * FROM OPENFLOW_CONFIG.EVENTS.openflow_events\n   WHERE RECORD:severity = 'ERROR'\n   ORDER BY TIMESTAMP DESC\n   LIMIT 100;\n   ```\n\n### Runtime Cannot Access External Services\n\n**Issue**: Connector fails to connect to external services (e.g., Google Drive, databases)\n\n**Solutions**:\n\n1. **Verify External Access Integration**:\n\n   ```sql\n   -- Check integration exists and is enabled\n   SHOW INTEGRATIONS LIKE 'openflow_%';\n   DESC INTEGRATION your_integration_name;\n   ```\n\n2. **Check Network Rules**:\n\n   ```sql\n   -- Verify all required hostnames are in network rules\n   DESC NETWORK RULE your_network_rule;\n   ```\n\n3. **Test Network Connectivity**:\n   - Ensure the external service endpoint is correct\n   - Verify firewall rules allow traffic from Snowflake IP ranges\n   - Check service credentials are valid\n\n4. **Review Integration Grants**:\n\n   ```sql\n   -- Verify runtime role has access\n   SHOW GRANTS ON INTEGRATION your_integration_name;\n   ```\n\n### Permission Errors\n\n**Issue**: \"Insufficient privileges\" errors when creating resources\n\n**Solutions**:\n\n1. **Verify Current Role**:\n\n   ```sql\n   -- Check which role you're using\n   SELECT CURRENT_ROLE();\n   \n   -- Switch to appropriate role\n   USE ROLE OPENFLOW_ADMIN;\n   -- or\n   USE ROLE ACCOUNTADMIN;\n   ```\n\n2. **Check Role Hierarchy**:\n\n   ```sql\n   -- Verify role grants\n   SHOW GRANTS TO ROLE OPENFLOW_ADMIN;\n   SHOW GRANTS TO USER your_username;\n   ```\n\n2. **Grant Missing Privileges**:\n\n   ```sql\n   -- Example: Grant database creation if missing\n   USE ROLE ACCOUNTADMIN;\n   GRANT CREATE DATABASE ON ACCOUNT TO ROLE OPENFLOW_ADMIN;\n   ```\n\n### Getting Help\n\nIf you continue experiencing issues:\n\n1. **Check Documentation**: [Openflow Documentation](https://docs.snowflake.com/en/user-guide/data-integration/openflow/about)\n2. **Community Support**: [Snowflake Community](https://community.snowflake.com/)\n3. **GitHub Issues**: [Companion Repository Issues](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues)\n\n\u003C!-- ------------------------ --\u003E\n## Cleanup\n\nWhen you're finished with the quickstart or want to remove resources, use Snowsight UI to clean up.\n\n\u003E **SQL SCRIPT AVAILABLE:** For convenience, all cleanup commands are available in **[quickstart_cleanup.sql](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/blob/main/sql/quickstart_cleanup.sql)** from the companion repository.\n\n### Remove Deployments and Runtimes\n\n**Via Snowsight:**\n\n1. **Navigate to Openflow**: Go to **Work with data** → **Ingestion** → **Openflow**\n2. **Remove Runtime**:\n   - Go to **Runtimes** tab\n   - Find `QUICKSTART_RUNTIME`\n   - Click on the runtime and select **Delete**\n3. **Remove Deployment**:\n   - Go to **Deployments** tab\n   - Find `QUICKSTART_DEPLOYMENT`\n   - Click on the deployment and select **Delete**\n\n\u003E **NOTE:** Deleting deployments and runtimes via Snowsight ensures proper cleanup of all associated resources.\n\n### Remove Supporting Resources\n\nAfter removing deployments and runtimes, clean up the supporting resources:\n\n```sql\n-- Switch to ACCOUNTADMIN\nUSE ROLE ACCOUNTADMIN;\n\n-- Drop external access integration\nDROP INTEGRATION IF EXISTS quickstart_access;\n\n-- Drop network rules\nDROP NETWORK RULE IF EXISTS google_api_network_rule;\nDROP NETWORK RULE IF EXISTS workspace_domain_network_rule;\nDROP NETWORK RULE IF EXISTS postgres_network_rule;\n\n-- Drop warehouse\nDROP WAREHOUSE IF EXISTS QUICKSTART_WH;\n\n-- Drop database\nDROP DATABASE IF EXISTS QUICKSTART_DATABASE;\n\n-- Drop role\nDROP ROLE IF EXISTS QUICKSTART_ROLE;\n```\n\n\u003E **WARNING:** Dropping the database will delete all ingested data. Ensure you have backups of important data before proceeding.\n\n\u003C!-- ------------------------ --\u003E\n## Conclusion And Resources\n\nCongratulations! You've successfully set up Snowflake Openflow using Snowpark Container Services (SPCS). You now have a fully functional data integration platform ready to connect to external data sources.\n\n### What You Accomplished\n\n- **Infrastructure Setup**: Created core Snowflake resources including admin role and network rules\n- **Deployment Creation**: Launched an Openflow Snowflake Deployment with optional event logging\n- **Runtime Configuration**: Created runtime role with external access integrations\n- **Active Runtime**: Deployed a runtime environment ready to host connectors\n- **Best Practices**: Learned monitoring, troubleshooting, and resource management\n\n### Key Capabilities Enabled\n\n- **Pre-built Connectors**: Access to 19+ connectors for popular data sources\n- **Managed Infrastructure**: No server management, automatic scaling\n- **Secure Communication**: Network rules and external access integrations\n- **Monitoring**: Optional event tables for observability\n- **Flexibility**: Support for diverse data sources and formats\n\n### Next Steps\n\n1. **Configure Your First Connector**: Use the companion notebooks (`EAI_GDRIVE.ipynb` or `EAI_POSTGRES.ipynb`) to set up Google Drive or PostgreSQL\n2. **Build Data Pipelines**: Set up automated data ingestion from your chosen source\n3. **Add More Connectors**: Explore the 19+ available connectors for different data sources\n4. **Learn Best Practices**: Review the official Openflow documentation for tips and patterns\n\n### Related Resources\n\n**Official Documentation:**\n\n- [Openflow Documentation](https://docs.snowflake.com/en/user-guide/data-integration/openflow/about)\n- [Openflow Snowflake Deployments Setup Guide](https://docs.snowflake.com/en/user-guide/data-integration/openflow/setup-openflow-spcs)\n- [Openflow Connectors](https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/about-openflow-connectors)\n- [Snowpark Container Services](https://docs.snowflake.com/en/developer-guide/snowpark-container-services/overview)\n- [External Access Integration](https://docs.snowflake.com/en/developer-guide/external-network-access/creating-using-external-network-access)\n\n**Code and Notebooks:**\n\n- [Companion GitHub Repository](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs)\n- [Example Pipelines and Notebooks](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/tree/main/notebooks)\n\n**Management and Operations:**\n\n- [Manage Openflow](https://docs.snowflake.com/en/user-guide/data-integration/openflow/about)\n\n### Community and Support\n\n- [Snowflake Community](https://community.snowflake.com/)\n- [GitHub Issues](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues)\n\nWe would love your feedback on this QuickStart Guide! Please submit your feedback using the [GitHub issues link](https://github.com/Snowflake-Labs/sfguide-getting-started-with-openflow-spcs/issues).\n","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-dc7745d8e8","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-ef6e6cf1a0",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-3506666a3a","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2026-02-24",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-78d7925576","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. 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