diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index f2e87925..3e1dea15 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -30,6 +30,7 @@ jobs: typescript-ticket-reservation.zip typescript-hello-world-lambda.zip typescript-hello-world-lambda-cdk.zip + typescript-dynamic-workflow-executor.zip java-hello-world-http.zip java-hello-world-lambda.zip java-food-ordering.zip diff --git a/README.md b/README.md index 7108a9f9..c59d9754 100644 --- a/README.md +++ b/README.md @@ -90,6 +90,12 @@ wget https://github.com/restatedev/examples/releases/latest/download/typescript- wget https://github.com/restatedev/examples/releases/latest/download/typescript-ecommerce-store.zip && unzip typescript-ecommerce-store.zip -d typescript-ecommerce-store && rm typescript-ecommerce-store.zip ``` +[Dynamic workflow executor](typescript/dynamic-workflow-executor): A workflow executor that dynamically executes a list of steps as specified in the JSON input. +```shell +# Download the example +wget https://github.com/restatedev/examples/releases/latest/download/typescript-dynamic-workflow-executor.zip && unzip typescript-dynamic-workflow-executor.zip -d typescript-dynamic-workflow-executor && rm typescript-dynamic-workflow-executor.zip +``` + ![Java](https://img.shields.io/badge/java-%23ED8B00.svg?style=for-the-badge&logo=openjdk&logoColor=white) [Food ordering - Java](java/food-ordering): Java food order processing app and driver-to-delivery matching services. diff --git a/scripts/prepare_release_zip.sh b/scripts/prepare_release_zip.sh index 18b8a2c5..88a30777 100755 --- a/scripts/prepare_release_zip.sh +++ b/scripts/prepare_release_zip.sh @@ -29,4 +29,5 @@ create_release_zip typescript hello-world-lambda-cdk create_release_zip typescript ecommerce-store create_release_zip typescript food-ordering create_release_zip typescript payment-api -create_release_zip typescript ticket-reservation \ No newline at end of file +create_release_zip typescript ticket-reservation +create_release_zip typescript dynamic-workflow-executor \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/.dockerignore b/typescript/dynamic-workflow-executor/.dockerignore new file mode 100644 index 00000000..6a9bc407 --- /dev/null +++ b/typescript/dynamic-workflow-executor/.dockerignore @@ -0,0 +1,4 @@ +.* +node_modules +dist +Dockerfile diff --git a/typescript/dynamic-workflow-executor/.gitignore b/typescript/dynamic-workflow-executor/.gitignore new file mode 100644 index 00000000..8ac688e0 --- /dev/null +++ b/typescript/dynamic-workflow-executor/.gitignore @@ -0,0 +1,7 @@ +dist/* +.idea +node_modules +dist +generated-images +/stable-diffusion/ +target diff --git a/typescript/dynamic-workflow-executor/Dockerfile b/typescript/dynamic-workflow-executor/Dockerfile new file mode 100644 index 00000000..f9bb1f8f --- /dev/null +++ b/typescript/dynamic-workflow-executor/Dockerfile @@ -0,0 +1,21 @@ +FROM node:18-alpine + +# dumb-init helps handling SIGTERM and SIGINT correctly +RUN apk add dumb-init + +WORKDIR /usr/src/app + +# copy package.json and package-lock.json separately to cache dependencies +COPY package*.json . +RUN npm install + +COPY --chown=node:node . . + +RUN npm run build + +RUN npm prune --production +ENV NODE_ENV production + +EXPOSE 9080 +USER node +CMD ["dumb-init", "node", "./dist/app.js"] diff --git a/typescript/dynamic-workflow-executor/README.md b/typescript/dynamic-workflow-executor/README.md new file mode 100644 index 00000000..378fb06f --- /dev/null +++ b/typescript/dynamic-workflow-executor/README.md @@ -0,0 +1,160 @@ +# Dynamic Workflow Executor example + +This example shows how to implement a dynamic workflow executor with Restate. + +Restate is a system for easily building resilient applications using **distributed durable RPC & async/await**. + +❓ Learn more about Restate from the [documentation](https://docs.restate.dev). + +The workflow executor is a service that can execute workflows with different steps. +It takes a JSON workflow definition as input and executes the steps in the order in which they are defined and with the specified parameters. + +This specific example implements an image processing workflow executor. +The workflow can contain steps that call different image processing services: +- to generate images by taking a screenshot with Puppeteer or by using Stable Diffusion (with prompt specification) +- to transform images based on a prompt with Stable Diffusion +- to rotate images +- to blur images + +Here is an overview of the services: + +![](dynamic_workflow_executor.png) + + +**Note:** This app stores images locally in the `generated-images` folder. These images would of course get lost when the app is restarted. This is just a demo app, so it's not a problem. But in a real app, you would store the images in some persistent storage. + +## Running the example + +### Deploy Restate Server + +Start the restate server via `npx`: +```shell +npx @restatedev/restate-server@latest +``` + +### Deploy the services + +Install the dependencies +```shell +npm install +``` + +Run puppeteer service: +```shell +npm run puppeteer-dev +``` + +Run transformers service: +```shell +npm run transformers-dev +``` + +Run stable diffusion service: +```shell +npm run stable-diffusion-dev +``` + +Run external stable diffusion service: +```shell +npm run external-stable-diffusion-dev +``` + +Run workflow service: +```shell +npm run workflow-dev +``` + +Register the services at the Restate Server, using the CLI: + +```shell +npx @restatedev/restate dp reg localhost:9080 +npx @restatedev/restate dp reg localhost:9081 +npx @restatedev/restate dp reg localhost:9082 +npx @restatedev/restate dp reg localhost:9083 +``` + +### OPTIONAL: Install and run stable diffusion server + +**Note:** You can run this demo without Stable Diffusion. In that case, you cannot use workflow steps that call Stable Diffusion. + +Install stable diffusion: + +```shell +mkdir stable-diffusion +cd stable-diffusion +``` + +Follow the steps here: +https://github.com/AUTOMATIC1111/stable-diffusion-webui?tab=readme-ov-file#installation-and-running + +It may take some time to install. + +Run it with: + +```shell +cd stable-diffusion/stable-diffusion-webui +./webui.sh --api +``` + +For Linux installations, you may have to use the following options, in case you encounter errors: +`export COMMANDLINE_ARGS="--skip-torch-cuda-test --precision full --no-half"` + + +## Example workflow execution requests + +Here is list of example workflow execution requests that you can send to the workflow executor: + +Puppeteer screenshot -> rotate -> blur: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf1' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf1\",\"steps\":[{\"service\":\"puppeteer-service\",\"parameters\":{\"url\":\"https://restate.dev\"}},{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + +**NOTE: ** We use the [idempotent invoke feature](https://docs.restate.dev/services/invocation/#invoke-a-service-idempotently) (`-H 'idempotency-key: user123-wf1'`). +This means that if you send the same request again, the workflow executor will not execute the workflow again, but instead return the result of the previous execution. This can be used for deduplicating multiple requests for the same workflow execution in case of infrastructure failures. + +The setup also contains a workflow status service which tracks the status of all workflow exeuctions. +You can retrieve the workflow status for id `user123-wf1` by doing: + +```shell +curl localhost:8080/workflow-status/get -H 'content-type: application/json' -d '{"key":"user123-wf1"}' +``` + +Puppeteer screenshot -> stable diffusion -> rotate -> blur: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf2' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf2\",\"steps\":[{\"service\":\"puppeteer-service\",\"parameters\":{\"url\":\"https://restate.dev\"}},{\"service\":\"stable-diffusion-transformer\",\"parameters\":{\"prompt\":\"Change the colors to black background and pink font\", \"steps\":25}},{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + +Stable diffusion generation (15 steps) -> rotate -> blur: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf3' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf3\",\"steps\":[{\"service\":\"stable-diffusion-generator\",\"parameters\":{\"prompt\":\"A sunny beach\", \"steps\":15}},{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + +Stable diffusion generation (1 step) -> stable diffusion transformation (1 step) -> rotate -> blur: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf4' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf4\",\"steps\":[{\"service\":\"stable-diffusion-generator\",\"parameters\":{\"prompt\":\"A sunny beach\", \"steps\":1}},{\"service\":\"stable-diffusion-transformer\",\"parameters\":{\"prompt\":\"Make it snow on this sunny beach image\", \"steps\":1}},{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + +Stable diffusion generation (15 steps) -> stable diffusion transformation (15 steps) -> rotate -> blur: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf5' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf5\",\"steps\":[{\"service\":\"stable-diffusion-generator\",\"parameters\":{\"prompt\":\"A sunny beach\", \"steps\":15}},{\"service\":\"stable-diffusion-transformer\",\"parameters\":{\"prompt\":\"Make it snow on this sunny beach image\", \"steps\":15}},{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + + +Puppeteer screenshot -> blur -> rotate -> rotate -> rotate -> rotate: + +```shell +curl localhost:8080/workflow-executor/execute -H 'idempotency-key: user123-wf6' -H 'content-type: application/json' -d '{"request":"{\"id\":\"user123-wf6\",\"steps\":[{\"service\":\"puppeteer-service\",\"parameters\":{\"url\":\"https://restate.dev\"}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}, {\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}}, {\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}}, {\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}}, {\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}}]}"}' +``` + +Invalid workflow definition (no image source is defined): + +```shell +curl localhost:8080/workflow-executor/execute -H 'content-type: application/json' -d '{"request":"{\"id\":\"invalid\",\"steps\":[{\"service\":\"rotate-img-service\",\"parameters\":{\"angle\":90}},{\"service\":\"blur-img-service\",\"parameters\":{\"blur\":5}}]}"}' +``` + + diff 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"ts-node-dev --watch ./src --respawn --transpile-only src/puppeteer/puppeteer.ts", + "stable-diffusion-dev": "ts-node-dev --watch ./src --respawn --transpile-only src/stable-diffusion/stable_diffusion.ts", + "external-stable-diffusion-dev": "ts-node-dev --watch ./src --respawn --transpile-only src/external/stable_diffusion.ts", + "transformers-dev": "ts-node-dev --watch ./src --respawn --transpile-only src/transformers/transformers.ts", + "workflow-dev": "ts-node-dev --watch ./src --respawn --transpile-only src/workflow/workflow.ts" + }, + "dependencies": { + "@restatedev/restate-sdk": "^0.7.0", + "puppeteer": "^21.9.0", + "jimp": "^0.22.10", + "express": "^4.18.2", + "axios": "^1.6.7", + "axios-retry": "^4.0.0" + }, + "devDependencies": { + "@restatedev/restate": "^0.7.0", + "ts-node-dev": "^1.1.1", + "typescript": "^5.0.2", + "@types/express": "^4.17.21", + "esbuild": "^0.18.12" + } +} \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/external/stable_diffusion.ts b/typescript/dynamic-workflow-executor/src/external/stable_diffusion.ts new file mode 100644 index 00000000..b32b0da8 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/external/stable_diffusion.ts @@ -0,0 +1,65 @@ +import express, { Request, Response } from "express"; +import axios from "axios"; +import axiosRetry from 'axios-retry'; + +axiosRetry(axios, { retries: Infinity }); + +const RESTATE_RUNTIME_ENDPOINT = + process.env.RESTATE_RUNTIME_ENDPOINT || "http://localhost:8080"; +const RESTATE_TOKEN = process.env.RESTATE_RUNTIME_TOKEN; + +type GenerateStableDiffusionParams = { prompt: string, steps?: number } +type TransformStableDiffusionParams = { prompt: string, init_images: string[], steps?: number } + +const app = express(); +const port = 5050; +app.use(express.json({ limit: '200mb' })); + +app.post("/generate", async (req: Request, res: Response) => { + res.sendStatus(200); + + const result = await generateImage(req.body.params) + await resolveCallback(req.body.callback, result); +}); + +app.post("/transform", async (req: Request, res: Response) => { + res.sendStatus(200); + + const result = await transformImage(req.body.params) + await resolveCallback(req.body.callback, result); +}); + +async function generateImage(params: GenerateStableDiffusionParams) { + console.info(`${logPrefix()} Generate image for ${JSON.stringify(params, (k, v) => k === "init_images" ? undefined : v)}`); + const response = await axios.post("http://127.0.0.1:7860/sdapi/v1/txt2img", params) + return response.data.images[0]; +} + +async function transformImage(params: TransformStableDiffusionParams) { + console.info(`${logPrefix()} Transform image for ${JSON.stringify(params)}`); + const response = await axios.post("http://127.0.0.1:7860/sdapi/v1/img2img", params) + return response.data.images[0]; +} + +async function resolveCallback(cb: string, payload?: string) { + console.info(`${logPrefix()} Resolve callback ${cb}`); + + await axios.post( + `${RESTATE_RUNTIME_ENDPOINT}/dev.restate.Awakeables/Resolve`, + { id: cb, json_result: payload ?? {} }, + { + headers: { + "Content-Type": "application/json", + ...(RESTATE_TOKEN && { Authorization: `Bearer ${RESTATE_TOKEN}` }), + }, + } + ); +} + +function logPrefix() { + return `[sd] [${new Date().toISOString()}] INFO:`; +} + +app.listen(port, () => { + console.log(`${logPrefix()} Stable diffusion external service is listening on port ${port}`); +}); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer.ts b/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer.ts new file mode 100644 index 00000000..61ccd67c --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer.ts @@ -0,0 +1,7 @@ +import * as restate from "@restatedev/restate-sdk"; +import * as puppeteerService from "./puppeteer_generator"; + +restate + .createServer() + .bindRouter(puppeteerService.service.path, puppeteerService.router) + .listen(9081); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer_generator.ts b/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer_generator.ts new file mode 100644 index 00000000..26c561f8 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/puppeteer/puppeteer_generator.ts @@ -0,0 +1,31 @@ +import * as puppeteer from 'puppeteer'; +import * as restate from "@restatedev/restate-sdk"; +import { WorkflowStep } from "../types/types"; + +type PuppeteerParams = { url: string, viewport?: { width?: number, height?: number } } + +export const router = restate.router({ + run: async (ctx: restate.RpcContext, wf: WorkflowStep) => { + const puppeteerParams = wf.parameters as PuppeteerParams; + + console.info("Taking screenshot of website with parameters: " + JSON.stringify(puppeteerParams)) + await ctx.sideEffect(async () => takeWebsiteScreenshot(ctx, wf.imgOutputPath!, puppeteerParams)); + + return { + msg: "[Took screenshot of website with parameters: " + JSON.stringify(puppeteerParams) + "]", + }; + } +}) + +async function takeWebsiteScreenshot(ctx: restate.RpcContext, imgOutputPath: string, params: PuppeteerParams) { + const browser = await puppeteer.launch({ headless: true }); + const page = await browser.newPage(); + await page.setViewport({ width: params.viewport?.width ?? 1388, height: params.viewport?.height ?? 800 }); + await page.goto(params.url); + await page.screenshot({ + path: imgOutputPath + }); + await browser.close(); +} + +export const service: restate.ServiceApi = { path: "puppeteer-service" } diff --git a/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion.ts b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion.ts new file mode 100644 index 00000000..2ef99235 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion.ts @@ -0,0 +1,9 @@ +import * as restate from "@restatedev/restate-sdk"; +import * as stableDiffusionGenerator from "./stable_diffusion_generator"; +import * as stableDiffusionTransformer from "./stable_diffusion_transformer"; + +restate + .createServer() + .bindRouter(stableDiffusionGenerator.service.path, stableDiffusionGenerator.router) + .bindRouter(stableDiffusionTransformer.service.path, stableDiffusionTransformer.router) + .listen(9082); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_generator.ts b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_generator.ts new file mode 100644 index 00000000..77394d48 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_generator.ts @@ -0,0 +1,37 @@ +import * as restate from "@restatedev/restate-sdk"; +import { WorkflowStep } from "../types/types"; +import axios from "axios"; +import * as fs from "fs"; + +type StableDiffusionParams = { prompt: string, steps?: number } + +export const router = restate.router({ + run: async (ctx: restate.RpcContext, wf: WorkflowStep) => { + const stableDiffusionParams = wf.parameters as StableDiffusionParams; + + console.info("Generating image with stable diffusion with parameters: " + JSON.stringify(stableDiffusionParams)) + await generateStableDiffusionImg(ctx, wf.imgOutputPath!, stableDiffusionParams); + + return { + msg: "[Generated stable diffusion image with parameters: " + JSON.stringify(stableDiffusionParams) + "]", + }; + } +}) + +async function generateStableDiffusionImg(ctx: restate.RpcContext, imgOutputPath: string, params: StableDiffusionParams) { + const awakeable = ctx.awakeable(); + + await ctx.sideEffect(async () => { + // invoke the stable diffusion service with our awakeable as callback + await axios.post("http://localhost:5050/generate", { params: params, callback: awakeable.id }); + }); + + // wait for the callback from the stable diffusion service containing the generated image + const generatedImg = await awakeable.promise; + + const decodedImage: Buffer = Buffer.from(generatedImg, "base64"); + await ctx.sideEffect(async () => fs.writeFileSync(imgOutputPath, decodedImage)); +} + +export type api = typeof router; +export const service: restate.ServiceApi = { path: "stable-diffusion-generator" } \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_transformer.ts b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_transformer.ts new file mode 100644 index 00000000..14319f5c --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/stable-diffusion/stable_diffusion_transformer.ts @@ -0,0 +1,42 @@ +import * as restate from "@restatedev/restate-sdk"; +import { WorkflowStep } from "../types/types"; +import axios from "axios"; +import * as fs from "fs"; +import Jimp from "jimp"; + +type StableDiffusionParams = { prompt: string, steps?: number } + +export const router = restate.router({ + run: async (ctx: restate.RpcContext, wf: WorkflowStep) => { + const prompt = wf.parameters as { prompt: string }; + const image = await Jimp.read(wf.imgInputPath!) + const base64EncodedImg = (await image.getBufferAsync(Jimp.MIME_PNG)).toString('base64') + const stableDiffusionParams = { ...prompt, init_images: [base64EncodedImg] }; + + console.info("Transforming image with stable diffusion with parameters: " + JSON.stringify(prompt)) + await transformImgWithStableDiffusion(ctx, wf.imgOutputPath!, stableDiffusionParams) + + return { + msg: "[Transformed stable diffusion image with parameters: " + JSON.stringify(prompt) + "]", + }; + } +}) + +async function transformImgWithStableDiffusion(ctx: restate.RpcContext, imgOutputPath: string, params: StableDiffusionParams) { + const awakeable = ctx.awakeable(); + + await ctx.sideEffect(async () => { + // invoke the stable diffusion service with our awakeable as callback + await axios.post("http://localhost:5050/generate", { params: params, callback: awakeable.id }); + }); + + // wait for the callback from the stable diffusion service containing the generated image + const generatedImg = await awakeable.promise; + + const decodedImage: Buffer = Buffer.from(generatedImg, "base64"); + await ctx.sideEffect(async () => fs.writeFileSync(imgOutputPath, decodedImage)); +} + + +export type api = typeof router; +export const service: restate.ServiceApi = { path: "stable-diffusion-transformer" } \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/transformers/blur_img_service.ts b/typescript/dynamic-workflow-executor/src/transformers/blur_img_service.ts new file mode 100644 index 00000000..bd4fa630 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/transformers/blur_img_service.ts @@ -0,0 +1,31 @@ +import * as restate from "@restatedev/restate-sdk"; +import {WorkflowStep} from "../types/types"; +import Jimp from "jimp"; +import {TerminalError} from "@restatedev/restate-sdk"; + + +export const router = restate.router({ + run: async (ctx: restate.RpcContext, wfStep: WorkflowStep) => { + const blurParams = wfStep.parameters as { blur: number }; + console.info("Blurring image with parameters: " + JSON.stringify(blurParams)) + + await ctx.sideEffect(async () => { + let image; + try { + image = await Jimp.read(wfStep.imgInputPath!); + } catch (err) { + throw new TerminalError("Error reading image: " + err) + } + const blurredImg = image.blur(blurParams.blur); + await blurredImg.writeAsync(wfStep.imgOutputPath!) + }) + + return { + msg: "[Blurred image with parameters: " + JSON.stringify(blurParams) + "]" + }; + } +}) + + +export type api = typeof router; +export const service: restate.ServiceApi = { path: "blur-image-service"} // the name of the service that serves the handlers diff --git a/typescript/dynamic-workflow-executor/src/transformers/rotate_img_service.ts b/typescript/dynamic-workflow-executor/src/transformers/rotate_img_service.ts new file mode 100644 index 00000000..6f8d0518 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/transformers/rotate_img_service.ts @@ -0,0 +1,30 @@ +import * as restate from "@restatedev/restate-sdk"; +import {WorkflowStep} from "../types/types"; +import Jimp from "jimp"; +import {TerminalError} from "@restatedev/restate-sdk"; + +export const router = restate.router({ + run: async (ctx: restate.RpcContext, wfStep: WorkflowStep) => { + const rotateParams = wfStep.parameters as { angle: number }; + console.info("Rotating image with parameters: " + JSON.stringify(rotateParams)) + + await ctx.sideEffect(async () => { + let image; + try { + image = await Jimp.read(wfStep.imgInputPath!); + } catch (err) { + throw new TerminalError("Error reading image: " + err) + } + const rotatedImg = image.rotate(rotateParams.angle); + await rotatedImg.writeAsync(wfStep.imgOutputPath!) + }) + + return { + msg: "[Rotated image with parameters: " + JSON.stringify(rotateParams) + "]" + }; + } +}) + + +export type api = typeof router; +export const service: restate.ServiceApi = { path: "rotate-img-service"} // the name of the service that serves the handlers diff --git a/typescript/dynamic-workflow-executor/src/transformers/transformers.ts b/typescript/dynamic-workflow-executor/src/transformers/transformers.ts new file mode 100644 index 00000000..bee870eb --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/transformers/transformers.ts @@ -0,0 +1,9 @@ +import * as restate from "@restatedev/restate-sdk"; +import * as rotateImgService from "./rotate_img_service"; +import * as blurImgService from "./blur_img_service"; + +restate + .createServer() + .bindRouter(rotateImgService.service.path, rotateImgService.router) + .bindRouter(blurImgService.service.path, blurImgService.router) + .listen(9083); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/types/types.ts b/typescript/dynamic-workflow-executor/src/types/types.ts new file mode 100644 index 00000000..fa937992 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/types/types.ts @@ -0,0 +1,38 @@ +import {ServiceApi} from "@restatedev/restate-sdk"; + +export type WorkflowStep = { + imgInputPath?: string; + imgOutputPath?: string; + service: string; + parameters: any; +} + +export type WorkflowDefinition = { + id: string; + steps: Array; +} + +export type WorfklowStatus = { + status: string; + output: string[]; + imgName: string; +} + +export type router = { run: (wf: WorkflowStep) => Promise; } + +// Any new workflow steps need to be added to this register +// Maybe another data structure would be better +export enum ProcessorType { + SOURCE = "source", + TRANSFORMER = "transformer" +} + +export type WorkflowStepProcessor = { + processorType: ProcessorType, + api: ServiceApi +} + +export type ProcessorOutput = { + msg: string; + output: any; +} \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/workflow/workflow.ts b/typescript/dynamic-workflow-executor/src/workflow/workflow.ts new file mode 100644 index 00000000..8a297cd2 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/workflow/workflow.ts @@ -0,0 +1,9 @@ +import * as restate from "@restatedev/restate-sdk"; +import * as workflowExecutor from "./workflow_executor"; +import * as workflowStatus from "./workflow_status"; + +restate + .createServer() + .bindRouter(workflowExecutor.service.path, workflowExecutor.router) + .bindKeyedRouter(workflowStatus.service.path, workflowStatus.router) + .listen(9080); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/workflow/workflow_executor.ts b/typescript/dynamic-workflow-executor/src/workflow/workflow_executor.ts new file mode 100644 index 00000000..cf96aa05 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/workflow/workflow_executor.ts @@ -0,0 +1,101 @@ +import { ProcessorType, WorfklowStatus, WorkflowDefinition, WorkflowStep } from "../types/types"; +import * as restate from "@restatedev/restate-sdk"; +import * as workflowStatus from "./workflow_status"; +import { TerminalError } from "@restatedev/restate-sdk"; +import { workflowStepRegistry } from "./workflow_step_registry"; +import fs from 'fs'; + +export const router = restate.router({ + execute: async (ctx: restate.RpcContext, jsonWf: string) => { + const wfDefinition = asValidatedWorkflowDefinition(jsonWf); + + // Generate a stable image storage path and add it to the workflow definition + const imgName = ctx.rand.uuidv4(); + const wf = addImgPathToSteps(wfDefinition, imgName); + + let status = { status: "Processing", imgName, output: [] } as WorfklowStatus; + for (const step of wf.steps) { + const result = await executeWorkflowStep(ctx, step); + status.output.push(result.msg); + + ctx.send(workflowStatus.service).update(wf.id, status); + } + + status.status = "Finished"; + ctx.send(workflowStatus.service).update(wf.id, status); + return status; + } +}) + +export type api = typeof router; +export const service: restate.ServiceApi = { path: "workflow-executor" }; + +// --------------------- Utils / helpers ------------------------------------- + +function asValidatedWorkflowDefinition(jsonWf: string) { + let wfDefinition: WorkflowDefinition; + + // Check if valid JSON + try { + wfDefinition = JSON.parse(jsonWf) as WorkflowDefinition; + } catch (e) { + throw new TerminalError("Invalid workflow definition: cannot parse JSON into workflow definition"); + } + + // Check if workflow definition has steps + if (!wfDefinition.steps) { + throw new TerminalError("Invalid workflow definition: no steps defined"); + } + + // Check if workflow steps are valid + wfDefinition.steps.forEach(step => { + if (!workflowStepRegistry.has(step.service)) { + new TerminalError(`Invalid workflow definition: Service ${step.service} not found`) + } + }) + + // First element needs to contain a image file path or be a source + const firstStep = wfDefinition.steps[0]; + if (workflowStepRegistry.get(firstStep.service)!.processorType !== ProcessorType.SOURCE && !firstStep.imgInputPath) { + throw new TerminalError(`Invalid workflow definition: First step must be a source or contain an image file path`) + } + + // Other elements should be transformers + wfDefinition.steps.slice(1).forEach(step => { + if (workflowStepRegistry.get(step.service)!.processorType !== ProcessorType.TRANSFORMER) { + throw new TerminalError(`Invalid workflow definition: Step ${step.service} must be a transformer`) + } + }) + + return wfDefinition; +} + +const outputDirectory = "generated-images"; + +function addImgPathToSteps(wfDefinition: WorkflowDefinition, imgName: string) { + if (!fs.existsSync(outputDirectory)) { + // ensure that the output directory exists + fs.mkdirSync(outputDirectory); + } + + const enrichedWfDefinition = { ...wfDefinition }; + enrichedWfDefinition.steps = wfDefinition.steps.map((step, index) => { + // If it's the first step, and it already contains an input path then just take the raw input, otherwise take the output path of the previous step as input path + const imgInputPath = index === 0 ? step.imgInputPath : `${outputDirectory}/${imgName}-${index - 1}.png`; + return { + ...step, + imgInputPath: imgInputPath, + imgOutputPath: `${outputDirectory}/${imgName}-${index}.png` + } + }) + return enrichedWfDefinition; +} + +function executeWorkflowStep(ctx: restate.RpcContext, step: WorkflowStep) { + const servicePath = workflowStepRegistry.get(step.service)!; + return ctx.rpc(servicePath.api).run(step); +} + +function updateWorkflowStatus() { + +} diff --git a/typescript/dynamic-workflow-executor/src/workflow/workflow_status.ts b/typescript/dynamic-workflow-executor/src/workflow/workflow_status.ts new file mode 100644 index 00000000..c5f406e5 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/workflow/workflow_status.ts @@ -0,0 +1,15 @@ +import * as restate from "@restatedev/restate-sdk"; +import {WorfklowStatus} from "../types/types"; + +export const router = restate.keyedRouter({ + get: async (ctx: restate.RpcContext, id: string) => { + const status = await ctx.get("status") ?? "{}"; + return status; + }, + + update: async (ctx: restate.RpcContext, id: string, newStatus: WorfklowStatus) => { + ctx.set("status", newStatus); + } +}) + +export const service: restate.ServiceApi = { path: "workflow-status"} \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/src/workflow/workflow_step_registry.ts b/typescript/dynamic-workflow-executor/src/workflow/workflow_step_registry.ts new file mode 100644 index 00000000..a3bcfe90 --- /dev/null +++ b/typescript/dynamic-workflow-executor/src/workflow/workflow_step_registry.ts @@ -0,0 +1,17 @@ +import {ProcessorType, WorkflowStepProcessor} from "../types/types"; +import * as puppeteer from "../puppeteer/puppeteer_generator"; +import * as stableDiffusionGenerator from "../stable-diffusion/stable_diffusion_generator"; +import * as rotateImgService from "../transformers/rotate_img_service"; +import * as blurImgService from "../transformers/blur_img_service"; +import * as stableDiffusionTransformer from "../stable-diffusion/stable_diffusion_transformer"; + +export const workflowStepRegistry = new Map([ + //sources + ["puppeteer-service", {processorType: ProcessorType.SOURCE, api: puppeteer.service} as WorkflowStepProcessor], + ["stable-diffusion-generator", {processorType: ProcessorType.SOURCE, api: stableDiffusionGenerator.service} as WorkflowStepProcessor], + + //transformers + ["rotate-img-service", {processorType: ProcessorType.TRANSFORMER, api: rotateImgService.service} as WorkflowStepProcessor], + ["blur-img-service", {processorType: ProcessorType.TRANSFORMER, api: blurImgService.service} as WorkflowStepProcessor], + ["stable-diffusion-transformer", {processorType: ProcessorType.TRANSFORMER, api: stableDiffusionTransformer.service} as WorkflowStepProcessor] +]); \ No newline at end of file diff --git a/typescript/dynamic-workflow-executor/tsconfig.json b/typescript/dynamic-workflow-executor/tsconfig.json new file mode 100644 index 00000000..c3473680 --- /dev/null +++ b/typescript/dynamic-workflow-executor/tsconfig.json @@ -0,0 +1,110 @@ +{ + "compilerOptions": { + /* Visit https://aka.ms/tsconfig to read more about this file */ + + /* Projects */ + // "incremental": true, /* Save .tsbuildinfo files to allow for incremental compilation of projects. */ + // "composite": true, /* Enable constraints that allow a TypeScript project to be used with project references. */ + // "tsBuildInfoFile": "./.tsbuildinfo", /* Specify the path to .tsbuildinfo incremental compilation file. */ + // "disableSourceOfProjectReferenceRedirect": true, /* Disable preferring source files instead of declaration files when referencing composite projects. */ + // "disableSolutionSearching": true, /* Opt a project out of multi-project reference checking when editing. */ + // "disableReferencedProjectLoad": true, /* Reduce the number of projects loaded automatically by TypeScript. */ + + /* Language and Environment */ + "target": "esnext", /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */ + "lib": ["esnext"], /* Specify a set of bundled library declaration files that describe the target runtime environment. */ + // "jsx": "preserve", /* Specify what JSX code is generated. */ + // "experimentalDecorators": true, /* Enable experimental support for legacy experimental decorators. */ + // "emitDecoratorMetadata": true, /* Emit design-type metadata for decorated declarations in source files. */ + // "jsxFactory": "", /* Specify the JSX factory function used when targeting React JSX emit, e.g. 'React.createElement' or 'h'. */ + // "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when targeting React JSX emit e.g. 'React.Fragment' or 'Fragment'. */ + // "jsxImportSource": "", /* Specify module specifier used to import the JSX factory functions when using 'jsx: react-jsx*'. */ + // "reactNamespace": "", /* Specify the object invoked for 'createElement'. This only applies when targeting 'react' JSX emit. */ + // "noLib": true, /* Disable including any library files, including the default lib.d.ts. */ + // "useDefineForClassFields": true, /* Emit ECMAScript-standard-compliant class fields. */ + // "moduleDetection": "auto", /* Control what method is used to detect module-format JS files. */ + + /* Modules */ + "module": "commonjs", /* Specify what module code is generated. */ + // "rootDir": "./", /* Specify the root folder within your source files. */ + // "moduleResolution": "node10", /* Specify how TypeScript looks up a file from a given module specifier. */ + // "baseUrl": "./", /* Specify the base directory to resolve non-relative module names. */ + // "paths": {}, /* Specify a set of entries that re-map imports to additional lookup locations. */ + // "rootDirs": [], /* Allow multiple folders to be treated as one when resolving modules. */ + // "typeRoots": [], /* Specify multiple folders that act like './node_modules/@types'. */ + // "types": [], /* Specify type package names to be included without being referenced in a source file. */ + // "allowUmdGlobalAccess": true, /* Allow accessing UMD globals from modules. */ + // "moduleSuffixes": [], /* List of file name suffixes to search when resolving a module. */ + // "allowImportingTsExtensions": true, /* Allow imports to include TypeScript file extensions. Requires '--moduleResolution bundler' and either '--noEmit' or '--emitDeclarationOnly' to be set. */ + // "resolvePackageJsonExports": true, /* Use the package.json 'exports' field when resolving package imports. */ + // "resolvePackageJsonImports": true, /* Use the package.json 'imports' field when resolving imports. */ + // "customConditions": [], /* Conditions to set in addition to the resolver-specific defaults when resolving imports. */ + // "resolveJsonModule": true, /* Enable importing .json files. */ + // "allowArbitraryExtensions": true, /* Enable importing files with any extension, provided a declaration file is present. */ + // "noResolve": true, /* Disallow 'import's, 'require's or ''s from expanding the number of files TypeScript should add to a project. */ + + /* JavaScript Support */ + "allowJs": true, /* Allow JavaScript files to be a part of your program. Use the 'checkJS' option to get errors from these files. */ + // "checkJs": true, /* Enable error reporting in type-checked JavaScript files. */ + // "maxNodeModuleJsDepth": 1, /* Specify the maximum folder depth used for checking JavaScript files from 'node_modules'. Only applicable with 'allowJs'. */ + + /* Emit */ + "declaration": true, /* Generate .d.ts files from TypeScript and JavaScript files in your project. */ + "declarationMap": true, /* Create sourcemaps for d.ts files. */ + "sourceMap": true, /* Create source map files for emitted JavaScript files. */ + "outDir": "./dist", /* Specify an output folder for all emitted files. */ + // "emitDeclarationOnly": true, /* Only output d.ts files and not JavaScript files. */ + // "inlineSourceMap": true, /* Include sourcemap files inside the emitted JavaScript. */ + // "outFile": "./", /* Specify a file that bundles all outputs into one JavaScript file. If 'declaration' is true, also designates a file that bundles all .d.ts output. */ + // "removeComments": true, /* Disable emitting comments. */ + // "noEmit": true, /* Disable emitting files from a compilation. */ + // "importHelpers": true, /* Allow importing helper functions from tslib once per project, instead of including them per-file. */ + // "importsNotUsedAsValues": "remove", /* Specify emit/checking behavior for imports that are only used for types. */ + // "downlevelIteration": true, /* Emit more compliant, but verbose and less performant JavaScript for iteration. */ + // "sourceRoot": "", /* Specify the root path for debuggers to find the reference source code. */ + // "mapRoot": "", /* Specify the location where debugger should locate map files instead of generated locations. */ + // "inlineSources": true, /* Include source code in the sourcemaps inside the emitted JavaScript. */ + // "emitBOM": true, /* Emit a UTF-8 Byte Order Mark (BOM) in the beginning of output files. */ + // "newLine": "crlf", /* Set the newline character for emitting files. */ + // "stripInternal": true, /* Disable emitting declarations that have '@internal' in their JSDoc comments. */ + // "noEmitHelpers": true, /* Disable generating custom helper functions like '__extends' in compiled output. */ + // "noEmitOnError": true, /* Disable emitting files if any type checking errors are reported. */ + // "preserveConstEnums": true, /* Disable erasing 'const enum' declarations in generated code. */ + // "declarationDir": "./", /* Specify the output directory for generated declaration files. */ + // "preserveValueImports": true, /* Preserve unused imported values in the JavaScript output that would otherwise be removed. */ + + /* Interop Constraints */ + "esModuleInterop": true, /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables 'allowSyntheticDefaultImports' for type compatibility. */ + "forceConsistentCasingInFileNames": true, /* Ensure that casing is correct in imports. */ + "allowSyntheticDefaultImports": true, /* Allow 'import x from y' when a module doesn't have a default export. */ + // "isolatedModules": true, /* Ensure that each file can be safely transpiled without relying on other imports. */ + // "verbatimModuleSyntax": true, /* Do not transform or elide any imports or exports not marked as type-only, ensuring they are written in the output file's format based on the 'module' setting. */ + // "preserveSymlinks": true, /* Disable resolving symlinks to their realpath. This correlates to the same flag in node. */ + + /* Type Checking */ + "strict": true, /* Enable all strict type-checking options. */ + // "noImplicitAny": true, /* Enable error reporting for expressions and declarations with an implied 'any' type. */ + // "strictNullChecks": true, /* When type checking, take into account 'null' and 'undefined'. */ + // "strictFunctionTypes": true, /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */ + // "strictBindCallApply": true, /* Check that the arguments for 'bind', 'call', and 'apply' methods match the original function. */ + // "strictPropertyInitialization": true, /* Check for class properties that are declared but not set in the constructor. */ + // "noImplicitThis": true, /* Enable error reporting when 'this' is given the type 'any'. */ + // "useUnknownInCatchVariables": true, /* Default catch clause variables as 'unknown' instead of 'any'. */ + // "alwaysStrict": true, /* Ensure 'use strict' is always emitted. */ + // "noUnusedLocals": true, /* Enable error reporting when local variables aren't read. */ + // "noUnusedParameters": true, /* Raise an error when a function parameter isn't read. */ + // "exactOptionalPropertyTypes": true, /* Interpret optional property types as written, rather than adding 'undefined'. */ + // "noImplicitReturns": true, /* Enable error reporting for codepaths that do not explicitly return in a function. */ + // "noFallthroughCasesInSwitch": true, /* Enable error reporting for fallthrough cases in switch statements. */ + // "noUncheckedIndexedAccess": true, /* Add 'undefined' to a type when accessed using an index. */ + // "noImplicitOverride": true, /* Ensure overriding members in derived classes are marked with an override modifier. */ + // "noPropertyAccessFromIndexSignature": true, /* Enforces using indexed accessors for keys declared using an indexed type. */ + // "allowUnusedLabels": true, /* Disable error reporting for unused labels. */ + // "allowUnreachableCode": true, /* Disable error reporting for unreachable code. */ + + /* Completeness */ + "skipLibCheck": true, /* Skip type checking all .d.ts files. */ + "skipDefaultLibCheck": true /* Skip type checking .d.ts files that are included with TypeScript. */ + }, + "include": ["src/"] +}