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Your app runs as an \u003Cstrong\u003EAPPLICATION SERVICE\u003C/strong\u003E object — no Docker images to build, no container registry to manage, no CI/CD pipeline to configure. Describe what you want, deploy in one command.\u003C/p\u003E\n","\u003Cp\u003EIn this quickstart you will use Cortex Code Desktop to build and deploy a \u003Cstrong\u003Ecustomer churn risk dashboard\u003C/strong\u003E from a single plain-English prompt. The app is a React/Next.js project that queries TPC-DS sample data already available in every Snowflake account, renders interactive charts, and runs entirely inside Snowflake.\u003C/p\u003E\n","\u003Ch3\u003EWhat You'll Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to go from a plain-English prompt to a live, deployed web application using Cortex Code Desktop\u003C/li\u003E\u003Cli\u003EThe \u003Cstrong\u003Edescribe -> scaffold -> deploy -> iterate\u003C/strong\u003E development loop\u003C/li\u003E\u003Cli\u003EHow the generated \u003Ccode\u003Eapp.yml\u003C/code\u003E manifest configures your app (version, database, schema, name, query_warehouse)\u003C/li\u003E\u003Cli\u003EHow runtime apps access Snowflake data with zero credential management (OAuth tokens are injected at runtime)\u003C/li\u003E\u003Cli\u003EHow to iteratively add features to a deployed app via follow-up prompts\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You'll Build\u003C/h3\u003E\n","\u003Cp\u003EA customer churn risk dashboard with:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EKPI cards: total customers, churn rate, revenue at risk, average return rate\u003C/li\u003E\u003Cli\u003ESegment chart: churn risk distribution by credit rating (High/Medium/Low)\u003C/li\u003E\u003Cli\u003ETrend chart: active customers vs churn indicator over time\u003C/li\u003E\u003Cli\u003ESegment table: detailed breakdown with risk badges per credit segment\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EAll backed by \u003Ccode\u003ESNOWFLAKE_SAMPLE_DATA.TPCDS_SF10TCL\u003C/code\u003E tables. Cortex Code automatically selects the right tables and optimizes queries for the large dataset.\u003C/p\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EFamiliarity with web applications (no frontend experience required — Cortex Code generates the code)\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You'll Need\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA \u003Ca href=\"https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides\"\u003ESnowflake account\u003C/a\u003E with Snowflake App Runtime enabled and \u003Cstrong\u003EACCOUNTADMIN\u003C/strong\u003E (or a role with \u003Cstrong\u003ECREATE APPLICATION SERVICE\u003C/strong\u003E privileges). Note: Snowflake App Runtime is not available on \u003Ca href=\"https://docs.snowflake.com/en/user-guide/admin-trial-account\"\u003Etrial accounts\u003C/a\u003E.\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code\"\u003ECortex Code Desktop\u003C/a\u003E installed and connected to your Snowflake account\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation\"\u003ESnowflake CLI\u003C/a\u003E \u003Cstrong\u003Ev3.26.0\u003C/strong\u003E or later\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://nodejs.org/\"\u003ENode.js\u003C/a\u003E \u003Cstrong\u003E20+\u003C/strong\u003E and \u003Cstrong\u003Enpm\u003C/strong\u003E\u003C/li\u003E\u003C/ul\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EEnvironment Setup\u003C/h2\u003E\n","\u003Cp\u003EVerify that the required tools are installed and your Snowflake account has access to the TPC-DS sample data.\u003C/p\u003E\n","\u003Ch3\u003EVerify Tools\u003C/h3\u003E\n","\u003Cp\u003EConfirm Snowflake CLI version (must be 3.26.0 or later):\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow --version\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EConfirm Node.js version (must be 20 or later):\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Enode --version\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EConfirm your Snowflake CLI connection is working (see \u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-cli/connecting/configure-connections\"\u003EManaging Snowflake connections\u003C/a\u003E if you need to set one up):\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Esnow connection test\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EOpen Cortex Code Desktop and confirm it is connected to your Snowflake account. You should see your account name in the status bar.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/coco_connected.png\" alt=\"Cortex Code Desktop connected to Snowflake\"\u003E\u003C/p\u003E\n","\u003Ch3\u003ESet Up Sample Data\u003C/h3\u003E\n","\u003Cp\u003ETPC-DS sample data ships with most Snowflake accounts. Check whether it is already available:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ESHOW DATABASES LIKE 'SNOWFLAKE_SAMPLE_DATA';\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EIf the database does not exist, create it from the share and grant access:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Run as ACCOUNTADMIN\nCREATE DATABASE SNOWFLAKE_SAMPLE_DATA FROM SHARE SFC_SAMPLES.SAMPLE_DATA;\n\nGRANT IMPORTED PRIVILEGES ON DATABASE SNOWFLAKE_SAMPLE_DATA TO ROLE PUBLIC;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EVerify the data is accessible:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ESELECT COUNT(*) FROM SNOWFLAKE_SAMPLE_DATA.TPCDS_SF10TCL.CUSTOMER;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EYou should see approximately 65 million rows.\u003C/p\u003E\n","\u003Ch3\u003ECreate a Working Directory\u003C/h3\u003E\n","\u003Cp\u003ECreate a directory for your project. Cortex Code will scaffold the app here.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-bash\"\u003Emkdir churn-dashboard && cd churn-dashboard\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EOpen this directory in Cortex Code Desktop.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EBuild the App with Cortex Code\u003C/h2\u003E\n","\u003Cp\u003EThis is the core of the quickstart. You will paste a single prompt into Cortex Code Desktop and watch it build the entire application.\u003C/p\u003E\n","\u003Ch3\u003EThe Prompt\u003C/h3\u003E\n","\u003Cp\u003ECopy and paste the following into the Cortex Code chat:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-text\"\u003E/snowflake-apps Build me a customer churn risk dashboard showing churn probability by segment and monthly trends. Use TPCDS sample data and keep queries performant for a demo. Deploy it when ready.\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/coco_prompt.png\" alt=\"Cortex Code with the churn prompt\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EWhat Happens Next\u003C/h3\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EThe full build and deploy process typically takes a few minutes. While Cortex Code works through the steps below, you can follow along in the chat to see each phase as it happens.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003ESince the prompt includes "Deploy it when ready", Cortex Code works through the full lifecycle automatically — from data discovery to a live, deployed app. Here is what to expect:\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E1. Data discovery\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003ECortex Code queries \u003Ccode\u003EINFORMATION_SCHEMA.TABLES\u003C/code\u003E to find the TPC-DS tables and their row counts. It inspects key table schemas (\u003Ccode\u003ECUSTOMER\u003C/code\u003E, \u003Ccode\u003ECUSTOMER_DEMOGRAPHICS\u003C/code\u003E, \u003Ccode\u003ESTORE_SALES\u003C/code\u003E, \u003Ccode\u003ESTORE_RETURNS\u003C/code\u003E) and decides on a query strategy — using \u003Ccode\u003ESAMPLE\u003C/code\u003E clauses on the large fact tables to keep response times fast on the 10TB dataset.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E2. Project scaffold\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003ECortex Code copies the Next.js runtime app starter template into your working directory and runs \u003Ccode\u003Enpm install\u003C/code\u003E to set up dependencies.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E3. Manifest and implementation\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003ECortex Code generates the \u003Ccode\u003Eapp.yml\u003C/code\u003E deployment manifest via \u003Ccode\u003Esnow app setup\u003C/code\u003E, then writes the full application in one pass:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EAPI routes\u003C/strong\u003E — optimized SQL queries for KPIs, segment breakdowns, and trend data, using \u003Ccode\u003ESAMPLE BLOCK\u003C/code\u003E on large fact tables\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EReact frontend\u003C/strong\u003E — KPI cards, a segment chart, a trend chart, and a segment table with risk badges\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECustom icon and branding\u003C/strong\u003E — replaces the template defaults\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EYou can inspect the generated \u003Ccode\u003Eapp.yml\u003C/code\u003E in the next section.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/project_structure.png\" alt=\"Generated project structure\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003E4. Deploy\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003ECortex Code runs \u003Ccode\u003Esnow app deploy\u003C/code\u003E automatically, monitors the build and promotion phases, and provides the live App URL when the service reaches \u003Cstrong\u003ERUNNING\u003C/strong\u003E status.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/app_deploy_url.png\" alt=\"Deploy output with App URL\"\u003E\u003C/p\u003E\n","\u003Ch3\u003ETest Locally (Optional)\u003C/h3\u003E\n","\u003Cp\u003ETo test locally before deploying, remove "Deploy it when ready." from the prompt. After implementation, you can run \u003Ccode\u003Enpm run dev\u003C/code\u003E and open \u003Ca href=\"http://localhost:3000\"\u003Ehttp://localhost:3000\u003C/a\u003E to verify the dashboard locally before deploying. The local dev server connects to Snowflake using your CLI credentials — the same code works in both environments.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EUnderstanding app.yml\u003C/h2\u003E\n","\u003Cp\u003ETake a moment to inspect the generated \u003Ccode\u003Eapp.yml\u003C/code\u003E in your project root. This is the deployment manifest — it tells the Snowflake CLI everything it needs to build, package, and deploy your app.\u003C/p\u003E\n","\u003Cp\u003EWith Snow CLI v3.26.0+, \u003Ccode\u003Esnow app setup\u003C/code\u003E generates \u003Ccode\u003Eapp.yml\u003C/code\u003E — the single manifest for all runtime apps. No separate \u003Ccode\u003Esnowflake.yml\u003C/code\u003E needed.\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003EHave an existing project that uses snowflake.yml?\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Ccode\u003Eapp.yml\u003C/code\u003E is the manifest going forward. See \u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/migrate-to-app-yml\"\u003EMigrate from snowflake.yml to app.yml\u003C/a\u003E for the migration guide.\u003C/p\u003E\n\u003C/blockquote\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-yaml\"\u003Eversion: 2                          # Required — tells the CLI to read this file\nname: churn-dashboard               # APPLICATION SERVICE object name\ndatabase: SNOWFLAKE_APPS            # Must already exist\nschema: PUBLIC                      # Must already exist\nquery_warehouse: COMPUTE_WH        # Warehouse for SQL queries at runtime\n\nlabel: "Customer Churn Dashboard"\ndescription: "Customer churn risk dashboard using TPC-DS sample data"\nicon: "public/icon.svg"\n\nignore:                             # Excluded from upload\n  - node_modules\n  - .next\n  - .git\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe \u003Ccode\u003Einstall\u003C/code\u003E, \u003Ccode\u003Ebuild\u003C/code\u003E, and \u003Ccode\u003Erun\u003C/code\u003E phases are also declared in \u003Ccode\u003Eapp.yml\u003C/code\u003E. When omitted, they default to \u003Ccode\u003Enpm ci\u003C/code\u003E, \u003Ccode\u003Enpm run build\u003C/code\u003E, and \u003Ccode\u003Enpm start\u003C/code\u003E respectively.\u003C/p\u003E\n","\u003Ch3\u003EKey Fields\u003C/h3\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EField\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EPurpose\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Eversion: 2\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ERequired — the CLI ignores deployment keys without it\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Ename\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EAPPLICATION SERVICE object name. A fully qualified name (\u003Ccode\u003EDB.SCHEMA.NAME\u003C/code\u003E) overrides \u003Ccode\u003Edatabase\u003C/code\u003E and \u003Ccode\u003Eschema\u003C/code\u003E\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Edatabase / schema\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EWhere the app object is created. Both must already exist\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Equery_warehouse\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EWarehouse for SQL queries. Must already exist\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Elabel / description / icon\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EPresentation metadata visible in \u003Ccode\u003ESHOW APPLICATION SERVICES\u003C/code\u003E and Snowsight\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Eignore\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EGlob patterns excluded from the upload\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Eauto_resume\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EResume the service on incoming requests (default: \u003Ccode\u003Etrue\u003C/code\u003E)\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Cstrong\u003Eauto_suspend_secs\u003C/strong\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EIdle seconds before suspend (default: \u003Ccode\u003E0\u003C/code\u003E = never, minimum: \u003Ccode\u003E300\u003C/code\u003E)\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Ch3\u003EPackaging and Deploys\u003C/h3\u003E\n","\u003Cp\u003EThere is no \u003Ccode\u003Eartifacts\u003C/code\u003E field in \u003Ccode\u003Eapp.yml\u003C/code\u003E. The build output \u003Cstrong\u003Eis\u003C/strong\u003E the package — whole-project packaging (minus \u003Ccode\u003Eignore\u003C/code\u003E patterns). If you need to reshape output, do it in \u003Ccode\u003Ebuild.commands\u003C/code\u003E.\u003C/p\u003E\n","\u003Cp\u003EDeploys are \u003Cstrong\u003Edeclarative\u003C/strong\u003E: every \u003Ccode\u003Esnow app deploy\u003C/code\u003E applies the full manifest. A field you omit goes back to its default — including values previously set with \u003Ccode\u003EALTER APPLICATION SERVICE\u003C/code\u003E. Keep the manifest as your source of truth.\u003C/p\u003E\n","\u003Cp\u003EFor the complete field reference, see \u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/app-yml\"\u003Eapp.yml manifest for Snowflake App Runtime\u003C/a\u003E.\u003C/p\u003E\n","\u003Ch3\u003ECompute Options\u003C/h3\u003E\n","\u003Cp\u003EBy default, runtime apps deploy to SPCS (Snowpark Container Services). If your account supports serverless compute (CNG), you can add the following to your \u003Ccode\u003Eapp.yml\u003C/code\u003E:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-yaml\"\u003Ecompute_resource: SERVERLESS\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENOTE:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003EServerless provides sub-5-second cold start, automatic suspend on idle, and per-usage billing with no compute pool to manage. When \u003Ccode\u003Ecompute_resource\u003C/code\u003E is omitted, the app uses SPCS with a managed compute pool.\u003C/p\u003E\n\u003C/blockquote\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EVerify the Deployment\u003C/h2\u003E\n","\u003Cp\u003ECortex Code deploys the app automatically and outputs the live App URL in the chat. Open it in your browser to see your churn risk dashboard running inside Snowflake.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/deployed_dashboard.png\" alt=\"Deployed churn dashboard\"\u003E\u003C/p\u003E\n\u003Cblockquote\u003E\n","\u003Cp\u003E\u003Cstrong\u003ENote on sample data:\u003C/strong\u003E The dashboard queries TPC-DS data using \u003Ccode\u003ESAMPLE\u003C/code\u003E clauses for performance. Exact numbers (customer counts, revenue figures) will vary between runs because each sample is random. The focus of this quickstart is the app structure and deployment flow, not the analytical accuracy of the churn model.\u003C/p\u003E\n\u003C/blockquote\u003E\n","\u003Cp\u003EThe endpoint URL does not change when you redeploy. The running service upgrades in place via \u003Ccode\u003ECREATE OR ALTER APPLICATION SERVICE\u003C/code\u003E — no DNS changes, no downtime for your users.\u003C/p\u003E\n","\u003Cp\u003ETo find the App URL manually, you can also query Snowflake directly:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003ESHOW APPLICATION SERVICES;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDESCRIBE APPLICATION SERVICE churn_risk_dashboard;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe \u003Ccode\u003Eurl\u003C/code\u003E column in the output contains your app's live endpoint.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EIterate — Add a Feature\u003C/h2\u003E\n","\u003Cp\u003ERuntime apps support iterative development through follow-up prompts. You do not need to start over to add features.\u003C/p\u003E\n","\u003Cp\u003EPaste this into Cortex Code:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-text\"\u003EAdd a Download Report button that exports the currently filtered churn data as a CSV file.\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EWhat Happens\u003C/h3\u003E\n","\u003Cp\u003ECortex Code:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EAdds a new API route that generates CSV from the current filter parameters\u003C/li\u003E\u003Cli\u003EAdds a \u003Cstrong\u003EDownload Report\u003C/strong\u003E button to the dashboard UI\u003C/li\u003E\u003Cli\u003ERedeploys the updated app automatically\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EAfter deployment, open the dashboard and verify the new button appears. Click \u003Cstrong\u003EDownload Report\u003C/strong\u003E — a CSV file with the filtered churn data should download.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/iterate_download.png\" alt=\"Dashboard with Download button\"\u003E\u003C/p\u003E\n","\u003Cp\u003EThis is the core development loop: \u003Cstrong\u003Edescribe what you want -> Cortex Code implements -> redeploy -> verify\u003C/strong\u003E. Each iteration builds on the existing app without starting from scratch.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ECleanup\u003C/h2\u003E\n","\u003Cp\u003ERemove the lab resources when you are done. Tell Cortex Code:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-text\"\u003EClean up everything you created for this app — drop the application service and any objects created during deploy.\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ECortex Code will drop the APPLICATION SERVICE and related objects.\u003C/p\u003E\n","\u003Cp\u003ETo clean up manually instead, run:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EDROP APPLICATION SERVICE IF EXISTS churn_risk_dashboard;\n\u003C/code\u003E\u003C/pre\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Skip this if you deployed into an existing database like SNOWFLAKE_APPS\nDROP DATABASE IF EXISTS <your_app_database>;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EThe sample data database (\u003Ccode\u003ESNOWFLAKE_SAMPLE_DATA\u003C/code\u003E) is shared across your account — do not drop it unless you are sure no other workloads use it.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EConclusion And Resources\u003C/h2\u003E\n","\u003Cp\u003EYou built and deployed a full-stack web application on Snowflake in under 15 minutes — using only plain-English prompts.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Learned\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to use Cortex Code Desktop to scaffold, implement, and deploy a runtime app from a single prompt\u003C/li\u003E\u003Cli\u003EThe describe -> scaffold -> deploy -> iterate development loop\u003C/li\u003E\u003Cli\u003EHow the \u003Ccode\u003Eapp.yml\u003C/code\u003E manifest configures database, schema, warehouse, and compute for your app\u003C/li\u003E\u003Cli\u003EHow runtime apps access Snowflake data with zero credential management\u003C/li\u003E\u003Cli\u003EHow to iteratively add features to a deployed app via follow-up prompts\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EBuilder Takeaways\u003C/h3\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003ESnowflake App Runtime removes all infrastructure friction\u003C/strong\u003E — no Docker, no CI/CD, no container registry. Describe what you want, deploy with \u003Ccode\u003Esnow app deploy\u003C/code\u003E.\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESnowflake data access requires zero credentials\u003C/strong\u003E — OAuth tokens are injected automatically at runtime. No connection strings to manage.\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ELive URLs are stable across redeploys\u003C/strong\u003E — the endpoint upgrades in place via \u003Ccode\u003ECREATE OR ALTER APPLICATION SERVICE\u003C/code\u003E. No DNS changes for your users.\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ELocal development mirrors deployed behavior\u003C/strong\u003E — test with \u003Ccode\u003Enpm run dev\u003C/code\u003E before deploying. The same code works in both environments.\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ERelated Resources\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime\"\u003ESnowflake App Runtime documentation\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/getting-started\"\u003EGetting started with Snowflake App Runtime\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/app-yml\"\u003Eapp.yml manifest reference\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/query-snowflake\"\u003EQuery Snowflake from your app\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/deploy-targets\"\u003EDeploy targets\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/migrate-to-app-yml\"\u003EMigrate from snowflake.yml to app.yml\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/secure-development\"\u003EDeveloping secure runtime apps\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/account-admin-setup\"\u003EAccount administrator setup\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code\"\u003ECortex Code Desktop\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/developer-guide/snowflake-cli/command-reference/overview\"\u003ESnowflake CLI command reference\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/sample-data-tpcds\"\u003ETPC-DS sample data\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E"],"description":"","title":"Base Quickstart CF",":type":"snowflake-site/components/contentfragment","isDeveloperGuidesPage":false,"elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"\u003C!-- ------------------------ --\u003E\n## Overview\n\nSnowflake App Runtime lets you deploy data web apps directly on Snowflake. Your app runs as an **APPLICATION SERVICE** object — no Docker images to build, no container registry to manage, no CI/CD pipeline to configure. Describe what you want, deploy in one command.\n\nIn this quickstart you will use Cortex Code Desktop to build and deploy a **customer churn risk dashboard** from a single plain-English prompt. The app is a React/Next.js project that queries TPC-DS sample data already available in every Snowflake account, renders interactive charts, and runs entirely inside Snowflake.\n\n### What You'll Learn\n\n- How to go from a plain-English prompt to a live, deployed web application using Cortex Code Desktop\n- The **describe -\u003E scaffold -\u003E deploy -\u003E iterate** development loop\n- How the generated `app.yml` manifest configures your app (version, database, schema, name, query_warehouse)\n- How runtime apps access Snowflake data with zero credential management (OAuth tokens are injected at runtime)\n- How to iteratively add features to a deployed app via follow-up prompts\n\n### What You'll Build\n\nA customer churn risk dashboard with:\n\n- KPI cards: total customers, churn rate, revenue at risk, average return rate\n- Segment chart: churn risk distribution by credit rating (High/Medium/Low)\n- Trend chart: active customers vs churn indicator over time\n- Segment table: detailed breakdown with risk badges per credit segment\n\nAll backed by `SNOWFLAKE_SAMPLE_DATA.TPCDS_SF10TCL` tables. Cortex Code automatically selects the right tables and optimizes queries for the large dataset.\n\n### Prerequisites\n\n- Familiarity with web applications (no frontend experience required — Cortex Code generates the code)\n\n### What You'll Need\n\n- A [Snowflake account](https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides) with Snowflake App Runtime enabled and **ACCOUNTADMIN** (or a role with **CREATE APPLICATION SERVICE** privileges). Note: Snowflake App Runtime is not available on [trial accounts](https://docs.snowflake.com/en/user-guide/admin-trial-account).\n- [Cortex Code Desktop](https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code) installed and connected to your Snowflake account\n- [Snowflake CLI](https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation) **v3.26.0** or later\n- [Node.js](https://nodejs.org/) **20+** and **npm**\n\n\u003C!-- ------------------------ --\u003E\n## Environment Setup\n\nVerify that the required tools are installed and your Snowflake account has access to the TPC-DS sample data.\n\n### Verify Tools\n\nConfirm Snowflake CLI version (must be 3.26.0 or later):\n\n```bash\nsnow --version\n```\n\nConfirm Node.js version (must be 20 or later):\n\n```bash\nnode --version\n```\n\nConfirm your Snowflake CLI connection is working (see [Managing Snowflake connections](https://docs.snowflake.com/en/developer-guide/snowflake-cli/connecting/configure-connections) if you need to set one up):\n\n```bash\nsnow connection test\n```\n\nOpen Cortex Code Desktop and confirm it is connected to your Snowflake account. You should see your account name in the status bar.\n\n![Cortex Code Desktop connected to Snowflake](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/coco_connected.png)\n\n### Set Up Sample Data\n\nTPC-DS sample data ships with most Snowflake accounts. Check whether it is already available:\n\n```sql\nSHOW DATABASES LIKE 'SNOWFLAKE_SAMPLE_DATA';\n```\n\nIf the database does not exist, create it from the share and grant access:\n\n```sql\n-- Run as ACCOUNTADMIN\nCREATE DATABASE SNOWFLAKE_SAMPLE_DATA FROM SHARE SFC_SAMPLES.SAMPLE_DATA;\n\nGRANT IMPORTED PRIVILEGES ON DATABASE SNOWFLAKE_SAMPLE_DATA TO ROLE PUBLIC;\n```\n\nVerify the data is accessible:\n\n```sql\nSELECT COUNT(*) FROM SNOWFLAKE_SAMPLE_DATA.TPCDS_SF10TCL.CUSTOMER;\n```\n\nYou should see approximately 65 million rows.\n\n### Create a Working Directory\n\nCreate a directory for your project. Cortex Code will scaffold the app here.\n\n```bash\nmkdir churn-dashboard && cd churn-dashboard\n```\n\nOpen this directory in Cortex Code Desktop.\n\n\u003C!-- ------------------------ --\u003E\n## Build the App with Cortex Code\n\nThis is the core of the quickstart. You will paste a single prompt into Cortex Code Desktop and watch it build the entire application.\n\n### The Prompt\n\nCopy and paste the following into the Cortex Code chat:\n\n```text\n/snowflake-apps Build me a customer churn risk dashboard showing churn probability by segment and monthly trends. Use TPCDS sample data and keep queries performant for a demo. Deploy it when ready.\n```\n\n![Cortex Code with the churn prompt](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/coco_prompt.png)\n\n### What Happens Next\n\n\u003E **NOTE:**\n\u003E\n\u003E The full build and deploy process typically takes a few minutes. While Cortex Code works through the steps below, you can follow along in the chat to see each phase as it happens.\n\nSince the prompt includes \"Deploy it when ready\", Cortex Code works through the full lifecycle automatically — from data discovery to a live, deployed app. Here is what to expect:\n\n**1. Data discovery**\n\nCortex Code queries `INFORMATION_SCHEMA.TABLES` to find the TPC-DS tables and their row counts. It inspects key table schemas (`CUSTOMER`, `CUSTOMER_DEMOGRAPHICS`, `STORE_SALES`, `STORE_RETURNS`) and decides on a query strategy — using `SAMPLE` clauses on the large fact tables to keep response times fast on the 10TB dataset.\n\n**2. Project scaffold**\n\nCortex Code copies the Next.js runtime app starter template into your working directory and runs `npm install` to set up dependencies.\n\n**3. Manifest and implementation**\n\nCortex Code generates the `app.yml` deployment manifest via `snow app setup`, then writes the full application in one pass:\n\n- **API routes** — optimized SQL queries for KPIs, segment breakdowns, and trend data, using `SAMPLE BLOCK` on large fact tables\n- **React frontend** — KPI cards, a segment chart, a trend chart, and a segment table with risk badges\n- **Custom icon and branding** — replaces the template defaults\n\nYou can inspect the generated `app.yml` in the next section.\n\n![Generated project structure](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/project_structure.png)\n\n**4. Deploy**\n\nCortex Code runs `snow app deploy` automatically, monitors the build and promotion phases, and provides the live App URL when the service reaches **RUNNING** status.\n\n![Deploy output with App URL](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/app_deploy_url.png)\n\n### Test Locally (Optional)\n\nTo test locally before deploying, remove \"Deploy it when ready.\" from the prompt. After implementation, you can run `npm run dev` and open [http://localhost:3000](http://localhost:3000) to verify the dashboard locally before deploying. The local dev server connects to Snowflake using your CLI credentials — the same code works in both environments.\n\n\u003C!-- ------------------------ --\u003E\n## Understanding app.yml\n\nTake a moment to inspect the generated `app.yml` in your project root. This is the deployment manifest — it tells the Snowflake CLI everything it needs to build, package, and deploy your app.\n\nWith Snow CLI v3.26.0+, `snow app setup` generates `app.yml` — the single manifest for all runtime apps. No separate `snowflake.yml` needed.\n\n\u003E **Have an existing project that uses snowflake.yml?**\n\u003E\n\u003E `app.yml` is the manifest going forward. See [Migrate from snowflake.yml to app.yml](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/migrate-to-app-yml) for the migration guide.\n\n```yaml\nversion: 2                          # Required — tells the CLI to read this file\nname: churn-dashboard               # APPLICATION SERVICE object name\ndatabase: SNOWFLAKE_APPS            # Must already exist\nschema: PUBLIC                      # Must already exist\nquery_warehouse: COMPUTE_WH        # Warehouse for SQL queries at runtime\n\nlabel: \"Customer Churn Dashboard\"\ndescription: \"Customer churn risk dashboard using TPC-DS sample data\"\nicon: \"public/icon.svg\"\n\nignore:                             # Excluded from upload\n  - node_modules\n  - .next\n  - .git\n```\n\nThe `install`, `build`, and `run` phases are also declared in `app.yml`. When omitted, they default to `npm ci`, `npm run build`, and `npm start` respectively.\n\n### Key Fields\n\n| Field | Purpose |\n|-------|---------|\n| **version: 2** | Required — the CLI ignores deployment keys without it |\n| **name** | APPLICATION SERVICE object name. A fully qualified name (`DB.SCHEMA.NAME`) overrides `database` and `schema` |\n| **database / schema** | Where the app object is created. Both must already exist |\n| **query_warehouse** | Warehouse for SQL queries. Must already exist |\n| **label / description / icon** | Presentation metadata visible in `SHOW APPLICATION SERVICES` and Snowsight |\n| **ignore** | Glob patterns excluded from the upload |\n| **auto_resume** | Resume the service on incoming requests (default: `true`) |\n| **auto_suspend_secs** | Idle seconds before suspend (default: `0` = never, minimum: `300`) |\n\n### Packaging and Deploys\n\nThere is no `artifacts` field in `app.yml`. The build output **is** the package — whole-project packaging (minus `ignore` patterns). If you need to reshape output, do it in `build.commands`.\n\nDeploys are **declarative**: every `snow app deploy` applies the full manifest. A field you omit goes back to its default — including values previously set with `ALTER APPLICATION SERVICE`. Keep the manifest as your source of truth.\n\nFor the complete field reference, see [app.yml manifest for Snowflake App Runtime](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/app-yml).\n\n### Compute Options\n\nBy default, runtime apps deploy to SPCS (Snowpark Container Services). If your account supports serverless compute (CNG), you can add the following to your `app.yml`:\n\n```yaml\ncompute_resource: SERVERLESS\n```\n\n\u003E **NOTE:**\n\u003E\n\u003E Serverless provides sub-5-second cold start, automatic suspend on idle, and per-usage billing with no compute pool to manage. When `compute_resource` is omitted, the app uses SPCS with a managed compute pool.\n\n\u003C!-- ------------------------ --\u003E\n## Verify the Deployment\n\nCortex Code deploys the app automatically and outputs the live App URL in the chat. Open it in your browser to see your churn risk dashboard running inside Snowflake.\n\n![Deployed churn dashboard](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/deployed_dashboard.png)\n\n\u003E **Note on sample data:** The dashboard queries TPC-DS data using `SAMPLE` clauses for performance. Exact numbers (customer counts, revenue figures) will vary between runs because each sample is random. The focus of this quickstart is the app structure and deployment flow, not the analytical accuracy of the churn model.\n\nThe endpoint URL does not change when you redeploy. The running service upgrades in place via `CREATE OR ALTER APPLICATION SERVICE` — no DNS changes, no downtime for your users.\n\nTo find the App URL manually, you can also query Snowflake directly:\n\n```sql\nSHOW APPLICATION SERVICES;\n```\n\n```sql\nDESCRIBE APPLICATION SERVICE churn_risk_dashboard;\n```\n\nThe `url` column in the output contains your app's live endpoint.\n\n\u003C!-- ------------------------ --\u003E\n## Iterate — Add a Feature\n\nRuntime apps support iterative development through follow-up prompts. You do not need to start over to add features.\n\nPaste this into Cortex Code:\n\n```text\nAdd a Download Report button that exports the currently filtered churn data as a CSV file.\n```\n\n### What Happens\n\nCortex Code:\n\n1. Adds a new API route that generates CSV from the current filter parameters\n2. Adds a **Download Report** button to the dashboard UI\n3. Redeploys the updated app automatically\n\nAfter deployment, open the dashboard and verify the new button appears. Click **Download Report** — a CSV file with the filtered churn data should download.\n\n![Dashboard with Download button](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-app-runtime/iterate_download.png)\n\nThis is the core development loop: **describe what you want -\u003E Cortex Code implements -\u003E redeploy -\u003E verify**. Each iteration builds on the existing app without starting from scratch.\n\n\u003C!-- ------------------------ --\u003E\n## Cleanup\n\nRemove the lab resources when you are done. Tell Cortex Code:\n\n```text\nClean up everything you created for this app — drop the application service and any objects created during deploy.\n```\n\nCortex Code will drop the APPLICATION SERVICE and related objects.\n\nTo clean up manually instead, run:\n\n```sql\nDROP APPLICATION SERVICE IF EXISTS churn_risk_dashboard;\n```\n\n```sql\n-- Skip this if you deployed into an existing database like SNOWFLAKE_APPS\nDROP DATABASE IF EXISTS \u003Cyour_app_database\u003E;\n```\n\nThe sample data database (`SNOWFLAKE_SAMPLE_DATA`) is shared across your account — do not drop it unless you are sure no other workloads use it.\n\n\u003C!-- ------------------------ --\u003E\n## Conclusion And Resources\n\nYou built and deployed a full-stack web application on Snowflake in under 15 minutes — using only plain-English prompts.\n\n### What You Learned\n\n- How to use Cortex Code Desktop to scaffold, implement, and deploy a runtime app from a single prompt\n- The describe -\u003E scaffold -\u003E deploy -\u003E iterate development loop\n- How the `app.yml` manifest configures database, schema, warehouse, and compute for your app\n- How runtime apps access Snowflake data with zero credential management\n- How to iteratively add features to a deployed app via follow-up prompts\n\n### Builder Takeaways\n\n1. **Snowflake App Runtime removes all infrastructure friction** — no Docker, no CI/CD, no container registry. Describe what you want, deploy with `snow app deploy`.\n2. **Snowflake data access requires zero credentials** — OAuth tokens are injected automatically at runtime. No connection strings to manage.\n3. **Live URLs are stable across redeploys** — the endpoint upgrades in place via `CREATE OR ALTER APPLICATION SERVICE`. No DNS changes for your users.\n4. **Local development mirrors deployed behavior** — test with `npm run dev` before deploying. The same code works in both environments.\n\n### Related Resources\n\n- [Snowflake App Runtime documentation](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime)\n- [Getting started with Snowflake App Runtime](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/getting-started)\n- [app.yml manifest reference](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/app-yml)\n- [Query Snowflake from your app](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/query-snowflake)\n- [Deploy targets](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/deploy-targets)\n- [Migrate from snowflake.yml to app.yml](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/migrate-to-app-yml)\n- [Developing secure runtime apps](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/secure-development)\n- [Account administrator setup](https://docs.snowflake.com/en/developer-guide/snowflake-app-runtime/account-admin-setup)\n- [Cortex Code Desktop](https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code)\n- [Snowflake CLI command reference](https://docs.snowflake.com/en/developer-guide/snowflake-cli/command-reference/overview)\n- [TPC-DS sample data](https://docs.snowflake.com/en/user-guide/sample-data-tpcds)\n","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],":items":{},":itemsOrder":[],"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-00442b7f89","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-0c86b97a91",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-f587daaa9f","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2026-09-03",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-b79c12fb49","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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