aderktech-chronark.com-/.contentlayer/generated/Project/projects__upstash-core-analytics.mdx.json

{
  "published": true,
  "title": "Upstash Core Analytics",
  "description": "Low level utilities to build analytics tools on top of Redis.",
  "date": "2023-02-13T00:00:00.000Z",
  "url": "https://console.upstash.com/ratelimit",
  "repository": "upstash/core-analytics",
  "body": {
    "raw": "\n\nThis library offers some low level building blocks to record and analyze custom events in Redis.\nIt's main purpose is to provide a simple way to record and query events in Redis without having to worry about the underlying data structure so we can build more advanced analytics features on top of it.\n\n## Quickstart\n\n\n1. Create a redis database\n\nGo to [console.upstash.com/redis](https://console.upstash.com/redis) and create\na new global database.\n\nAfter creating the db, copy the `UPSTASH_REDIS_REST_URL` and `UPSTASH_REDIS_REST_TOKEN` to your `.env` file.\n\n3. Install `@upstash/analytics` in your project\n\n```bash\nnpm install @upstash/analytics @upstash/redis\n```\n\n4. Create an analytics client\n\n```ts\nimport { Analytyics } from \"@upstash/analytics\";\nimport { Redis } from \"@upstash/redis\";\n\nconst analytics = new Analytics({\n  redis: Redis.fromEnv(),\n  window: \"1d\",\n});\n```\n\n\n5. Ingest some events\n\nAn event consists of a `time` field and any additional key-value pairs that you can use to record any information you want.\n\n```ts\nconst event = {\n  time: Date.now() // optional (default: Date.now())\n  userId: \"chronark\",\n  page: \"/auth/login\",\n  country: \"DE\",\n}\n\nawait analytics.ingest(\"pageviews\", event);\n```\n\n4. Query your events\n\n```ts\n\nconst result = await analytics.query(\"pageviews\");\n\n```\n\n## Development\n\nThis project uses `pnpm` for dependency management.\n\n#### Install dependencies\n\n```bash\npnpm install\n```\n\n#### Build\n\n```bash\npnpm build\n```\n\n\n## Database Schema\n\nAll metrics are stored in Redis `Hash` data types and sharded into buckets based on the `window` option.\n```\n@upstash/analytics:{TABLE}:{TIMESTAMP}\n```\n- `TABLE` is a namespace to group events together. ie for managing multiple projects int a single database\n- `TIMESTAMP` is the starting timestamp of each window\n\nThe field of each hash is a serialized JSON object with the user's event data and the value is the number of times this event has been recorded.\n\n```json\n{\n  '{\"page\": \"/auth/login\",\"country\": \"DE\"}': 5,\n  '{\"page\": \"/auth/login\",\"country\": \"US\"}': 2\n}\n```\n",
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