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Badge](https://socket.dev/api/badge/npm/package/pinot-noir)](https://socket.dev/npm/package/pinot-noir)\n\nUnofficial node.js [Apache Pnot](https://pinot.apache.org/) client. Uses [undici](https://undici.nodejs.org) to make http requests to pinot brokers.\n\n## ToC\n\n- [pinot-noir](#pinot-noir)\n  - [ToC](#toc)\n  - [Features](#features)\n  - [Installation](#installation)\n  - [Usage](#usage)\n    - [Transport](#transport)\n    - [Broker client](#broker-client)\n    - [Constructing and performing queries](#constructing-and-performing-queries)\n    - [Pools and queues](#pools-and-queues)\n      - [Queue size](#queue-size)\n      - [Queue tolerance](#queue-tolerance)\n    - [Utilities](#utilities)\n      - [SqlUtils](#sqlutils)\n        - [stringifyQuery](#stringifyquery)\n  - [Demo](#demo)\n  - [See also](#see-also)\n  - [Support Ukraine](#support-ukraine)\n  - [License](#license)\n\n## Features\n\n- Fast http queries using \"Undici\"\n- Simple interface for bringing and using other http client libraries\n- Built-in `sql` template tag and safe escaping of values\n- Support of `raw` and `join` for complex queries\n- Typescript support\n- Support of Apache Pinot multi-stage engine\n- Compatible with prettier sql formatter and VScode sql syntax highlighters\n\n## Installation\n\nNPM:\n\n```bash\nnpm install pinot-noir\n```\n\nPNPM:\n\n```bash\npnpm add pinot-noir\n```\n\n## Usage\n\n### Transport\n\nFirst of all you need to create transport. So far there's only one transport built-in in this lib, but you can use own implementation of [`IPinotBrokerTransport` interface](./docs/api/pinot-noir.ipinotbrokertransport.md).\n\nBy default we use HTTP JSON transport which is based on undici http client. It requires the URL of your brocker and an API token.\n\n```typescript\nimport { PinotBrokerJSONTransport } from 'pinot-noir';\n\nconst pinotTransport = new PinotBrokerJSONTransport({\n  brokerUrl: 'https://broker.pinot.my-cluster.example.startree.cloud', // replace with your broker url\n  token: '<your-token>', // for docker-based demo pinot leave blank\n  authScheme: 'Basic', // 'Basic' (default, Pinot v1) or 'Bearer' (Pinot v2)\n});\n```\n\nOther options are described in [API docs](./docs/api/pinot-noir.pinotbrokerjsontransport.md).\n\n### Broker client\n\nBroker client is a wrapper class that uses provided transport to make queries to pinot, handle the responses and so on.\nFor tests you can easily supply your broker client with mock transport.\n\n```typescript\nimport { PinotBrokerClient } from 'pinot-noir';\n\n// ... init transport ...\n\nconst pinotClient = new PinotBrokerClient({ transport: pinotTransport });\n```\n\n#### Retries\n\nQueries that fail with transient Pinot error codes are retried automatically.\nBy default `410 BROKER_RESOURCE_MISSING` (caused by stale broker routing / external\nview updates) is retried. Configure via the `retry` option:\n\n```typescript\nconst pinotClient = new PinotBrokerClient({\n  transport: pinotTransport,\n  retry: {\n    maxRetries: 2, // set 0 to disable\n    retryDelayMs: 100,\n    backoffFactor: 2,\n    retryableErrorCodes: [410], // defaults to [410]\n  },\n});\n```\n\n### Constructing and performing queries\n\nTo make sql queries this library supplies `sql` template tag which is modified version of [sql-template-tag](https://github.com/blakeembrey/sql-template-tag) library to match Apache Pinot syntax.\n\n```typescript\nimport { sql } from 'pinot-noir';\n\n// ... setup transport and client ...\n\ninterface IResult {\n  hist: number;\n}\n\nconst year = 2010;\nconst query = sql`\n  select sum(hits) as hits\n  from baseballStats \n  where yearID > ${year}`;\nconst result = await pinotClient.select<IResult>(query, { timeoutMs: 1000 });\n\nconsole.log('== Query ==');\nconsole.log(result.sql);\nconsole.log('');\nconsole.log('== Results ==');\nconsole.table(result.rows);\nconsole.log('== Stats ==');\nconsole.log(result.stats);\n```\n\nWhile using query options like `timeoutMs` they are passed to http request timeouts as well, so they shouldn't run longer than you expect the query should run.\n\nPinot's request `queryOptions` format cannot represent values containing `;` or\n`=`. For structured values such as `skipIndexes`, use a SQL `SET` statement with\nthe template tag's value escaping instead:\n\n```typescript\nconst indexes = 'yearID=inverted,range';\nconst query = sql`SET skipIndexes = ${indexes}; SELECT * FROM baseballStats`;\nconst result = await pinotClient.select(query);\n```\n\nSee [Pinot query options](https://docs.pinot.apache.org/build-with-pinot/querying-and-sql/query-execution-controls/query-options)\nfor the distinction between SQL `SET` and request options. Request policies such\nas `sqlOptionsMode=REJECT` can disable SQL `SET`; the client does not automatically\nmove request options into SQL.\n\n### Pools and queues\n\n#### Queue size\n\nBy default pinot transport requests are made via HTTP connection pool with maximum concurrency.\nIf requests rate exceeds max concurrency value, the requests are queued.\nBy default the queue is not limited, but it's strongly recommended to set it to prevent high memory consumption.\n\n```typescript\nimport { PinotBrokerJSONTransport } from 'pinot-noir';\n\nconst pinotTransport = new PinotBrokerJSONTransport({\n  ...\n  maxQueueSize: 1024,\n});\n```\n\n#### Queue tolerance\n\nSince pinot can contain different data some of requests may not tolerate queuing.\nFor addressing that issue in query you may specify queue tolerance.\nIt's a value that represents percent of max queue size that this request could tolerate.\n\nFor example if `maxQueueSize` is `1000` and `queueTolerance` is `0.1`, then the query will be performed only if current queue is less than `1000 * 0.1 = 100`.\nOtherwise `QUEUE_TOLERANCE_LIMIT` error will be thrown.\nFor real-time data you can specify `queueTolerance` as `0`, then the requests will be discarded if there's a queue.\n\n```typescript\nimport { PinotBrokerJSONTransport, PinotBrokerClient, PinotError, EPinotErrorType, EBrokerTransportErrorCode} from 'pinot-noir';\n        type: EPinotErrorType.TRANSPORT,\n        code: EBrokerTransportErrorCode.QUEUE_TOLERANCE_LIMIT,\n\nconst pinotTransport = new PinotBrokerJSONTransport({\n  ...\n  maxQueueSize: 1000,\n});\n\nconst pinotClient = new PinotBrokerClient({ transport: pinotTransport });\n\nconst year = 2010;\nconst query = sql`\n  select sum(hits) as hits, sum(homeRuns) as homeRuns, sum(numberOfGames) as gamesCount\n  from baseballStats\n  where yearID > ${year}`;\ntry {\n  const result = await pinotClient.select<IResult>(query, { timeoutMs: 1000, queueTolerance: 0.1 });\n  // Do something with result\n} catch (err) {\n  if (err instanceof PinotError) {\n    if (err.type === EPinotErrorType.TRANSPORT && err.code === EBrokerTransportErrorCode.QUEUE_TOLERANCE_LIMIT) {\n      // Request skipped due to queue size\n    }\n  }\n  throw err\n}\n```\n\n### Utilities\n\n#### SqlUtils\n\n[Docs](./docs/api/pinot-noir.sqlutils.md)\n\n##### stringifyQuery\n\nMethod is used to compile your query into single string. Can be useful in logs and allows you see resulting sql with all variables replaced.\n\n```typescript\nimport { sql, SqlUtils } from 'pinot-noir';\n\nconst year = 2010;\nconst query = sql`\n  select sum(hits) as hits\n  from baseballStats \n  where yearID > ${year}`;\nconst parameters = {\n  timeoutMs: 10000,\n};\n\nSqlUtils.stringifyQuery(query, parameters);\n\n// output\n// SET timeoutMs = 10000;\n//   select sum(hits) as hits\n//   from baseballStats\n//   where yearID > 2010\n```\n\n## Demo\n\nFollow the [Pinot quick start guide](https://docs.pinot.apache.org/basics/getting-started/running-pinot-in-docker#set-up-a-cluster) and setup cluster locally with demo baseball dataset.\n\nQuick copy-paste:\n\n```bash\ndocker run \\\n  -p 2123:2123 \\\n  -p 9000:9000 \\\n  -p 8000:8000 \\\n  -p 7050:7050 \\\n  -p 6000:6000 \\\n  apachepinot/pinot:latest QuickStart \\\n  -type batch\n```\n\nVerify pinot is running and explore the dataset via the following [guide](https://docs.pinot.apache.org/basics/concepts/components/exploring-pinot).\n\nConnect client to your broker:\n\n```typescript\nimport { PinotBrokerClient, PinotBrokerJSONTransport, sql } from 'pinot-noir';\n\nconst pinotTransport = new PinotBrokerJSONTransport({\n  brokerUrl: 'http://127.0.0.1:8000', // replace with your broker url if needed\n  token: '', // localhost doesn't require any auth\n  connections: 32,\n});\n\nconst pinotClient = new PinotBrokerClient({ transport: pinotTransport });\n\ninterface IResult {\n  hist: number;\n  homeRuns: number;\n  gamesCount: number;\n}\n\n(async () => {\n  const year = 2010;\n  const query = sql`\n    select sum(hits) as hits, sum(homeRuns) as homeRuns, sum(numberOfGames) as gamesCount\n    from baseballStats \n    where yearID > ${year}`;\n  const result = await pinotClient.select<IResult>(query, { timeoutMs: 1000 });\n\n  console.log('== Query ==');\n  console.log(result.sql);\n  console.log('');\n  console.log('== Results ==');\n  console.table(result.rows);\n  console.log('== Stats ==');\n  console.log(result.stats);\n})();\n```\n\nSee results\n\n```txt\n== Query ==\n\n    select sum(hits) as hits, sum(homeRuns) as homeRuns, sum(numberOfGames) as gamesCount\n    from baseballStats\n    where yearID > 2010\n\n== Results ==\n┌─────────┬────────┬──────────┬────────────┐\n│ (index) │ hits   │ homeRuns │ gamesCount │\n├─────────┼────────┼──────────┼────────────┤\n│ 0       │ 126422 │ 14147    │ 198156     │\n└─────────┴────────┴──────────┴────────────┘\n== Stats ==\n{\n  traceInfo: {},\n  segments: { matched: 1, processed: 1, queried: 1 },\n  server: { queries: undefined, responded: 1 },\n  docs: { scanned: 3935, returned: 1, total: 97889 },\n  totalTimeMs: 6,\n  minConsumingFreshnessTimeMs: 0,\n  numConsumingSegmentsQueried: 0,\n  numEntriesScannedPostFilter: 11805,\n  numGroupsLimitReached: false\n}\n```\n\n## See also\n\n- [pinot-client-node](https://github.com/kffl/pinot-client-node#readme) - another good Apache Pinot client and inspiration for this library, which in adddition has Pinot controller client.\n\n## Support Ukraine\n\nIf you find this project useful, please consider [supporting Ukraine's defense](./SPONSOR.md).\n\n## License\n\nLicensed under [MIT](./LICENSE).\n","readmeFilename":"README.md"}