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# Priority queue | ||
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An example of implementing a batching stream processing handler. | ||
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Run the example with `npm run app-dev`. | ||
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You can simulate adding work to the queue like this: | ||
```shell | ||
# add one item | ||
curl localhost:8080/batcher/myKey/receive --json '123' | ||
# add lots | ||
for i in $(seq 1 31); do curl localhost:8080/batcher/myKey/receive --json "$i"; done | ||
``` | ||
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As you do so, you can observe the logs; batches of 10 will be sent, with a timeout after a second if batches are not filled. |
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patterns-use-cases/batching/batching-typescript/package.json
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{ | ||
"name": "@restatedev/example-pattern-batching", | ||
"version": "0.1.0", | ||
"description": "A Restate example showing the implementation of event batching", | ||
"type": "commonjs", | ||
"scripts": { | ||
"build": "tsc --noEmitOnError", | ||
"app-dev": "tsx --watch ./src/app.ts", | ||
"app": "tsx ./src/app.ts" | ||
}, | ||
"dependencies": { | ||
"@restatedev/restate-sdk": "^1.3.2" | ||
}, | ||
"devDependencies": { | ||
"@types/node": "^20.12.7", | ||
"tsx": "^4.17.0", | ||
"typescript": "^5.0.2" | ||
} | ||
} |
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patterns-use-cases/batching/batching-typescript/src/app.ts
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/* | ||
* Copyright (c) 2024 - Restate Software, Inc., Restate GmbH | ||
* | ||
* This file is part of the Restate Examples for the Node.js/TypeScript SDK, | ||
* which is released under the MIT license. | ||
* | ||
* You can find a copy of the license in the file LICENSE | ||
* in the root directory of this repository or package or at | ||
* https://github.com/restatedev/examples/blob/main/LICENSE | ||
*/ | ||
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import { endpoint } from "@restatedev/restate-sdk"; | ||
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import { batcher, batchReceiver } from "./batcher"; | ||
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endpoint().bind(batcher).bind(batchReceiver).listen(); |
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patterns-use-cases/batching/batching-typescript/src/batcher.ts
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/* | ||
* Copyright (c) 2024 - Restate Software, Inc., Restate GmbH | ||
* | ||
* This file is part of the Restate Examples for the Node.js/TypeScript SDK, | ||
* which is released under the MIT license. | ||
* | ||
* You can find a copy of the license in the file LICENSE | ||
* in the root directory of this repository or package or at | ||
* https://github.com/restatedev/examples/blob/main/LICENSE | ||
*/ | ||
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import { | ||
handlers, | ||
object, | ||
ObjectContext, | ||
ObjectSharedContext, | ||
} from "@restatedev/restate-sdk"; | ||
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type BatcherState = { | ||
index: number; | ||
items: unknown[]; | ||
}; | ||
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const MAX_BATCH = 10; | ||
const MAX_BATCH_WAIT_MS = 1000; | ||
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export const batcher = object({ | ||
name: "batcher", | ||
handlers: { | ||
expire: handlers.object.shared( | ||
async ( | ||
ctx: ObjectSharedContext<BatcherState>, | ||
index: number, | ||
): Promise<void> => { | ||
const currentIndex = (await ctx.get("index")) ?? 0; | ||
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if (index !== currentIndex) { | ||
// the batch was already sent within the expiry | ||
return; | ||
} else { | ||
// slow path: we need to lock the key to send the batch | ||
// we pay the cost of an additional invocation because we expect | ||
// this path to be much rarer. once invocation cancellation is | ||
// available in the SDK, we could instead cancel this expire call | ||
// when the batch is sent, in which case this would be the only path | ||
// and we could merge the handlers. | ||
ctx | ||
.objectSendClient<Batcher>({ name: "batcher" }, ctx.key) | ||
.expireSlow(index); | ||
} | ||
}, | ||
), | ||
expireSlow: async (ctx: ObjectContext<BatcherState>, index: number) => { | ||
const currentIndex = (await ctx.get("index")) ?? 0; | ||
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if (index !== currentIndex) { | ||
// the batch was sent in between the expire and expireSlow call | ||
return; | ||
} | ||
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const items = (await ctx.get("items")) ?? []; | ||
ctx.console.log( | ||
`Sending batch ${index} with ${items.length} items as the timer fired`, | ||
); | ||
return sendBatch(ctx, index, items); | ||
}, | ||
receive: async ( | ||
ctx: ObjectContext<BatcherState>, | ||
item: unknown, | ||
): Promise<void> => { | ||
const index = (await ctx.get("index")) ?? 0; | ||
const items = (await ctx.get("items")) ?? []; | ||
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items.push(item); | ||
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if (items.length >= MAX_BATCH) { | ||
ctx.console.log( | ||
`Sending batch ${index} as it reached ${MAX_BATCH} items`, | ||
); | ||
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return sendBatch(ctx, index, items); | ||
} | ||
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if (items.length == 1) { | ||
ctx.console.log( | ||
`Adding item to new batch ${index}, will send in at most ${MAX_BATCH_WAIT_MS} ms`, | ||
); | ||
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ctx | ||
.objectSendClient<Batcher>({ name: "batcher" }, ctx.key, { | ||
delay: MAX_BATCH_WAIT_MS, | ||
}) | ||
.expire(index); | ||
} else { | ||
ctx.console.log(`Adding item to batch ${index}`); | ||
} | ||
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ctx.set("items", items); | ||
}, | ||
}, | ||
}); | ||
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type Batch = { | ||
items: unknown[]; | ||
}; | ||
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export const batchReceiver = object({ | ||
name: "batchReceiver", | ||
handlers: { | ||
receive: async (ctx: ObjectContext, batch: Batch): Promise<void> => { | ||
ctx.console.log("Received batch:", batch); | ||
// do stuff | ||
}, | ||
}, | ||
}); | ||
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function sendBatch( | ||
ctx: ObjectContext<BatcherState>, | ||
index: number, | ||
items: unknown[], | ||
): void { | ||
ctx.set("index", index + 1); | ||
ctx.clear("items"); | ||
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ctx | ||
.objectSendClient<BatchReceiver>({ name: "batchReceiver" }, ctx.key) | ||
.receive({ items }); | ||
} | ||
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export type Batcher = typeof batcher; | ||
export type BatchReceiver = typeof batchReceiver; |
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patterns-use-cases/batching/batching-typescript/tsconfig.json
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{ | ||
"compilerOptions": { | ||
"target": "esnext", | ||
"lib": ["esnext"], | ||
"module": "nodenext", | ||
"allowJs": true, | ||
"declaration": true, | ||
"declarationMap": true, | ||
"sourceMap": true, | ||
"outDir": "./dist", | ||
"allowSyntheticDefaultImports": true, | ||
"esModuleInterop": true, | ||
"forceConsistentCasingInFileNames": true, | ||
"strict": true, | ||
"skipDefaultLibCheck": true, | ||
"skipLibCheck": true | ||
} | ||
} |