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Start scaffolding metrics docs
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---
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title: Set Up
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sidebar_order: 0
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description: "Learn how to set up Sentry's Metrics feature using our supported SDKs."
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---
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<Alert level="info">
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Metrics is currently in beta. If you'd like access for JavaScript or Python, please comment with your org slug on [this GitHub discussion](https://github.com/getsentry/sentry/discussions/102275) or contact us at [email protected].
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</Alert>
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To set up Sentry Metrics, use the links below for supported SDKs. After it's been set up, you'll be able to send counters, gauges, and distributions from your code and view them in Sentry with direct links to related traces.
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## Supported SDKs
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### JavaScript
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Minimum SDK version: **10.20.0**
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- <LinkWithPlatformIcon
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platform="javascript.browser"
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label="Browser JavaScript"
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url="/platforms/javascript/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.angular"
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label="Angular"
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url="/platforms/javascript/guides/angular/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.astro"
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label="Astro"
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url="/platforms/javascript/guides/astro/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.aws-lambda"
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label="AWS Lambda"
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url="/platforms/javascript/guides/aws-lambda/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.azure-functions"
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label="Azure Functions"
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url="/platforms/javascript/guides/azure-functions/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.bun"
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label="Bun"
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url="/platforms/javascript/guides/bun/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.cloudflare"
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label="Cloudflare"
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url="/platforms/javascript/guides/cloudflare/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.connect"
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label="Connect"
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url="/platforms/javascript/guides/connect/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.electron"
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label="Electron"
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url="/platforms/javascript/guides/electron/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.ember"
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label="Ember"
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url="/platforms/javascript/guides/ember/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.express"
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label="Express"
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url="/platforms/javascript/guides/express/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.fastify"
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label="Fastify"
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url="/platforms/javascript/guides/fastify/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.gatsby"
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label="Gatsby"
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url="/platforms/javascript/guides/gatsby/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.gcp-functions"
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label="Google Cloud Functions"
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url="/platforms/javascript/guides/gcp-functions/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.hapi"
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label="Hapi"
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url="/platforms/javascript/guides/hapi/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.hono"
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label="Hono"
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url="/platforms/javascript/guides/hono/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.koa"
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label="Koa"
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url="/platforms/javascript/guides/koa/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.nestjs"
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label="Nest.js"
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url="/platforms/javascript/guides/nestjs/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.node"
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label="Node.js"
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url="/platforms/javascript/guides/node/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.nextjs"
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label="Next.js"
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url="/platforms/javascript/guides/nextjs/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.nuxt"
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label="Nuxt"
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url="/platforms/javascript/guides/nuxt/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.react"
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label="React"
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url="/platforms/javascript/guides/react/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.react-router"
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label="React Router"
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url="/platforms/javascript/guides/react-router/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.remix"
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label="Remix"
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url="/platforms/javascript/guides/remix/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.solid"
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label="Solid"
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url="/platforms/javascript/guides/solid/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.solidstart"
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label="SolidStart"
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url="/platforms/javascript/guides/solidstart/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.svelte"
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label="Svelte"
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url="/platforms/javascript/guides/svelte/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.sveltekit"
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label="SvelteKit"
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url="/platforms/javascript/guides/sveltekit/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.tanstackstart-react"
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label="TanStack Start"
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url="/platforms/javascript/guides/tanstackstart-react/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.vue"
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label="Vue"
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url="/platforms/javascript/guides/vue/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="javascript.wasm"
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label="Wasm"
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url="/platforms/javascript/guides/wasm/metrics/"
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/>
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### Python
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Minimum SDK version: **2.43.0**
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- <LinkWithPlatformIcon
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platform="python"
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label="Python"
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url="/platforms/python/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.django"
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label="Django"
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url="/platforms/python/guides/django/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.flask"
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label="Flask"
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url="/platforms/python/guides/flask/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.fastapi"
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label="FastAPI"
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url="/platforms/python/guides/fastapi/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.starlette"
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label="Starlette"
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url="/platforms/python/guides/starlette/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.celery"
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label="Celery"
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url="/platforms/python/guides/celery/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.aws-lambda"
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label="AWS Lambda"
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url="/platforms/python/guides/aws-lambda/metrics/"
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/>
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- <LinkWithPlatformIcon
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platform="python.gcp-functions"
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label="Google Cloud Functions"
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url="/platforms/python/guides/gcp-functions/metrics/"
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/>
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## Quick Start Examples
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### JavaScript Example
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First, enable metrics in your Sentry initialization:
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```javascript
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import * as Sentry from "@sentry/node"; // or your specific framework
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Sentry.init({
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dsn: '<your-dsn>',
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_experiments: {
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enableMetrics: true
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},
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});
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```
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Then use the metrics API to send counters, gauges, and distributions:
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```javascript
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// Counter — increment a metric (defaults to +1)
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Sentry.metrics.count('checkout.failed', 1, {
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attributes: {
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route: '/checkout',
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tenant: 'acme',
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provider: 'stripe',
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},
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});
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// Gauge — set a current value
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Sentry.metrics.gauge('queue.depth', 42, {
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unit: 'items',
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attributes: {
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queue: 'emails',
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region: 'us-east-1',
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},
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});
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// Distribution — record numeric values to compute p95, avg, sum, etc.
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Sentry.metrics.distribution('cart.amount_usd', 187.5, {
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unit: 'usd',
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attributes: {
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currency: 'USD',
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tenant: 'acme',
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},
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});
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```
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Each metric event includes:
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- **name**: The metric identifier
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- **kind**: counter, gauge, or distribution
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- **value**: The numeric value
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- **attributes**: Custom key-value pairs for grouping and filtering
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- **trace_id, span_id**: Automatically attached to link with traces
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- **unit** (optional): Unit of measurement
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- **byte_size** (optional): Size information
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More details: [JavaScript SDK Metrics Discussion](https://github.com/getsentry/sentry-javascript/discussions/18055)
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### Python Example
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First, enable metrics in your Sentry initialization:
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```python
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import sentry_sdk
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from sentry_sdk import metrics
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sentry_sdk.init(
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dsn="___PUBLIC_DSN___",
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_experiments={
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"enable_metrics": True,
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},
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)
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```
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Then use the metrics API to send counters, gauges, and distributions:
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```python
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# Counter — increment a metric (defaults to +1)
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metrics.count(
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"checkout.failed",
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1,
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attributes={"route": "/checkout", "tenant": "acme"}
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)
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# Gauge — set a current value
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metrics.gauge(
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"queue.depth",
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42,
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attributes={"queue": "emails"}
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)
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# Distribution — record numeric values to compute p95, avg, sum, etc.
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metrics.distribution(
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"cart.amount_usd",
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187.5,
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attributes={"currency": "USD", "tenant": "acme"}
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)
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```
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Each metric event includes:
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- **name**: The metric identifier
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- **kind**: counter, gauge, or distribution
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- **value**: The numeric value
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- **attributes**: Custom key-value pairs for grouping and filtering
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- **trace_id, span_id**: Automatically attached to link with traces
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- **unit** (optional): Unit of measurement
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More details: [Python SDK Metrics Discussion](https://github.com/getsentry/sentry-python/discussions/5042)
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## Best Practices
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### Naming Conventions
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Use descriptive, dot-separated names that indicate the metric's purpose:
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- **Good**: `checkout.failed`, `email.sent`, `queue.depth`
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- **Avoid**: `metric1`, `counter`, `x`
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### Attributes
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Add attributes for any dimension you want to group or filter by:
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```javascript
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Sentry.metrics.count('api.request', 1, {
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attributes: {
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endpoint: '/users',
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method: 'GET',
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status: '200',
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region: 'us-west',
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},
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});
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```
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This allows you to query metrics like:
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- `sum(api.request)` grouped by `endpoint`
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- `sum(api.request)` where `status:500`
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- `sum(api.request)` grouped by `region` where `method:POST`
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### Units
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Always specify units for clarity:
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- Time: `ms`, `seconds`
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- Size: `bytes`, `kb`, `mb`
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- Currency: `usd`, `eur`
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- Count: `items`, `requests`, `users`
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### When to Instrument
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Add metrics at key decision points in your code:
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- **Before/after critical operations**: Track success and failure rates
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- **At service boundaries**: Monitor external API calls, database queries
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- **Business logic**: Capture important business events
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- **Resource usage**: Track queue depths, connection pools, cache sizes
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## Upcoming SDKs
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We're actively working on adding Metrics functionality to additional SDKs. If you don't see your platform listed above, please reach out to us on [GitHub](https://github.com/getsentry/sentry/discussions/102275) or contact us at [[email protected]](mailto:[email protected]).
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