diff --git a/examples/FargateMontage/awsFargateCommand.config.js b/examples/FargateMontage/awsFargateCommand.config.js new file mode 100644 index 0000000..9b23e89 --- /dev/null +++ b/examples/FargateMontage/awsFargateCommand.config.js @@ -0,0 +1,43 @@ +exports.cluster_arn = + "arn:aws:ecs:us-east-1:619561298126:cluster/hyperflow-cluster"; +exports.subnet_1 = "subnet-0b305cea38e2c7948"; +exports.metrics = true; + +exports.options = { + bucket: "hyperflow-fargate-1741442042347", + prefix: "hyperflow", +}; + +exports.tasks_mapping = { + default: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mProject: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mDiffFit: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:2", + mConcatFit: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mBgModel: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mBackground: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:3", + mImgtbl: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mAdd: "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mShrink: + "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:1", + mJPEG: "arn:aws:ecs:us-east-1:619561298126:task-definition/montage-worker:3", +}; + +exports.vcpu_mapping = { + default: 1024, + mProject: 1024, + mDiffFit: 512, + mConcatFit: 1024, + mBgModel: 1024, + mBackground: 2048, + mImgtbl: 1024, + mAdd: 1024, + mShrink: 1024, + mJPEG: 2048, +}; diff --git a/examples/FargateMontage/workflow.config.jobAgglomerations.json b/examples/FargateMontage/workflow.config.jobAgglomerations.json new file mode 100644 index 0000000..c0c67a5 --- /dev/null +++ b/examples/FargateMontage/workflow.config.jobAgglomerations.json @@ -0,0 +1,17 @@ +[ + { + "matchTask": ["mProject"], + "size": 5, + "timeoutMs": 3000 + }, + { + "matchTask": ["mDiffFit"], + "size": 10, + "timeoutMs": 3000 + }, + { + "matchTask": ["mBackground"], + "size": 5, + "timeoutMs": 3000 + } +] diff --git a/examples/FargateMontage/workflow.json b/examples/FargateMontage/workflow.json new file mode 100644 index 0000000..16e1fdc --- /dev/null +++ b/examples/FargateMontage/workflow.json @@ -0,0 +1,170061 @@ +{ + "ins": [ + 0, + 1, + 4, + 7, + 10, + 13, + 16, + 19, + 22, + 25, + 28, + 31, + 34, + 37, + 40, + 43, + 46, + 49, + 52, + 55, + 58, + 61, + 64, + 67, + 70, + 73, + 76, + 79, + 82, + 85, + 88, + 91, + 94, + 97, + 100, + 103, + 106, + 109, + 112, + 115, + 118, + 121, + 124, + 127, + 130, + 133, + 136, + 139, + 142, + 145, + 148, + 151, + 154, + 157, + 160, + 163, + 166, + 169, + 172, + 175, + 178, + 181, + 184, + 187, + 190, + 193, + 196, + 199, + 202, + 205, + 208, + 211, + 214, + 217, + 220, + 223, + 226, + 229, + 232, + 235, + 238, + 241, + 244, + 247, + 250, + 253, + 256, + 259, + 262, + 265, + 268, + 271, + 274, + 277, + 280, + 283, + 286, + 289, + 292, + 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"c2mass-atlas-000816s-k0630009.fits" + }, + { + "name": "c2mass-atlas-000816s-k0630009_area.fits" + }, + { + "name": "c2mass-atlas-980914s-k0800033.fits" + }, + { + "name": "c2mass-atlas-980914s-k0800033_area.fits" + }, + { + "name": "c2mass-atlas-980914s-k0810257.fits" + }, + { + "name": "c2mass-atlas-980914s-k0810257_area.fits" + }, + { + "name": "c2mass-atlas-001020s-k0870257_area.fits" + }, + { + "name": "c2mass-atlas-001020s-k0870257.fits" + }, + { + "data": [ + {} + ], + "name": "3-corrected.tbl" + }, + { + "name": "3-updated-corrected.tbl" + }, + { + "name": "3-mosaic_area.fits" + }, + { + "name": "3-mosaic.fits" + }, + { + "name": "3-mosaic.jpg" + }, + { + "name": "mosaic-color.jpg" + } + ], + "size": "1.0", + "version": "1.0.0" +} \ No newline at end of file diff --git a/functions/awsFargateCommand.js b/functions/awsFargateCommand.js deleted file mode 100644 index 3bee89c..0000000 --- a/functions/awsFargateCommand.js +++ /dev/null @@ -1,206 +0,0 @@ -"use strict"; - -const aws = require("aws-sdk"); -const s3 = new aws.S3(); -const ecs = new aws.ECS({region: 'eu-west-1'}); // aws sdk doesn't load region by default -const maxRetryWait = 10 * 60 * 1000; // 10 minutes -const minRetryWait = 0; -let runningTasks = 0; - -async function awsFargateCommand(ins, outs, config, cb) { - - while (runningTasks >= 50) { // AWS Fargate supports up to 50 instances at a given time - await sleep(3000); - } - runningTasks++; - - const executor_config = await getConfig(config.workdir); - - const options = executor_config.options; - if (config.executor.hasOwnProperty("options")) { - let executorOptions = config.executor.options; - for (let opt in executorOptions) { - if (executorOptions.hasOwnProperty(opt)) { - options[opt] = executorOptions[opt]; - } - } - } - - const randomString = (Math.random() * 1e12).toString(36); - - let logName; - if (executor_config.metrics) { - logName = "log_" + randomString; - } - - const executable = config.executor.executable; - let jobMessage = JSON.stringify({ - "executable": executable, - "args": config.executor.args, - "env": (config.executor.env || {}), - "inputs": ins.map(i => i), - "outputs": outs.map(o => o), - "options": options, - "stdout": config.executor.stdout, - "logName": logName - }); - - console.log("Executing: " + jobMessage + " on AWS Fargate"); - - if (jobMessage.length > 8192) { // if payload is bigger than 8192 bytes (npm argument size limit), it is send via S3 - const fileName = "config_" + randomString; - const fileContent = jobMessage; - const uploadParams = { - Bucket: options.bucket, - Key: "tmp/" + fileName, - ContentType: 'text/plain', - Body: fileContent - }; - const downloadParams = { - Bucket: options.bucket, - Key: "tmp/" + fileName - }; - jobMessage = "S3=" + JSON.stringify(downloadParams); - await s3.putObject(uploadParams).promise(); - } - - const runTaskWithRetryStrategy = (times) => new Promise(() => { - return runTask() - .catch(error => { - if (["ThrottlingException", "NetworkingError", "TaskLimitError"].includes(error.name)) { - console.log("Fargate runTask method threw " + error.name + ", performing retry number " + (times + 1)); - return backoffWait(times) - .then(runTaskWithRetryStrategy.bind(null, times + 1)); - } - console.log("Running fargate task " + executable + " failed after " + times + " retries, error: " + error); - }); - }); - - await runTaskWithRetryStrategy(0); - - async function getConfig(workdir) { - let config; - try { - config = require(workdir + "/awsFargateCommand.config.js"); - } catch (e) { - console.log("No config in " + workdir + ", loading config from default location: ."); - config = require("./awsFargateCommand.config.js"); - } - return config; - } - - async function runTask() { - const fireTime = Date.now(); - await ecs.runTask(await createFargateTask()).promise().then(async function (data) { - if (data.failures && data.failures.map(failure => failure.reason).includes("You\'ve reached the limit on the number of tasks you can run concurrently")) { - throw new TaskLimitError() - } - let taskArn = data.tasks[0].taskArn; - let containerStatusCode = await waitAndGetExitCode(taskArn); - if (containerStatusCode !== 0) { - console.log("Error: container returned non-zero exit code: " + containerStatusCode + " for task " + executable + " with arn: " + taskArn); - return - } - const params = { - Bucket: options.bucket, - Key: "logs/" + logName - }; - console.log("Fargate task: " + config.name + " with arn: " + taskArn + " completed successfully."); - if (executor_config.metrics) { - const log = await s3.getObject(params).promise().then(data => data.Body.toString()); - console.log("Metrics: task: " + config.name + " fire time " + fireTime + " " + log); - } - runningTasks--; - cb(null, outs); - }); - } - - async function backoffWait(times) { - let backoffTimes = Math.pow(2, times); - let backoffWaitTime = Math.floor(Math.random() * backoffTimes) * 500; - if (backoffWaitTime > maxRetryWait) { - backoffWaitTime = maxRetryWait; - } - if (backoffWaitTime < minRetryWait) { - backoffWaitTime = minRetryWait; - } - console.log("Waiting for " + backoffWaitTime + " milliseconds."); - return new Promise(resolve => setTimeout(resolve, backoffWaitTime)); - } - - async function createFargateTask() { - let taskDef = await getTaskDefinition(); - let taskContainer = await getTaskContainer(taskDef); - return { - taskDefinition: taskDef, - cluster: executor_config.cluster_arn, - count: 1, - enableECSManagedTags: false, - launchType: "FARGATE", - networkConfiguration: { - awsvpcConfiguration: { - subnets: [executor_config.subnet_1, executor_config.subnet_2], - assignPublicIp: "ENABLED", - securityGroups: [] - } - }, - "overrides": { - "containerOverrides": [ - { - "command": ["npm", "start", jobMessage], - "name": taskContainer - } - ] - }, - platformVersion: "LATEST", - startedBy: "hyperflow" - }; - } - - async function getTaskDefinition() { - const mapping = executor_config.tasks_mapping; - if (mapping === undefined) { - let errorMessage = "Missing tasks_mapping in config"; - console.log(errorMessage); - return - } - let taskDefinition = mapping[executable] === undefined ? mapping["default"] : mapping[executable]; - if (taskDefinition === undefined) { - let errorMessage = "No task tasks_mapping nor default tasks_mapping is defined for " + executable; - console.log(errorMessage); - return - } - return taskDefinition; - } - - async function getTaskContainer(taskDefinition) { - let task = await ecs.describeTaskDefinition({taskDefinition}).promise(); - return task.taskDefinition.containerDefinitions[0].name; - } - - async function waitAndGetExitCode(taskArn) { - const payload = { - tasks: [taskArn], - cluster: executor_config.cluster_arn - }; - let taskList = await ecs.describeTasks(payload).promise(); - while (taskList.tasks[0].lastStatus !== "STOPPED") { - await sleep(5000); - taskList = await ecs.describeTasks(payload).promise(); - } - return taskList.tasks[0].containers[0].exitCode; - } - - function sleep(ms) { - return new Promise(resolve => setTimeout(resolve, ms)); - } -} - -class TaskLimitError extends Error { - constructor() { - super(); - this.name = "TaskLimitError"; - } -} - -exports.awsFargateCommand = awsFargateCommand; diff --git a/functions/kubernetes/buffer.js b/functions/buffer_utils/buffer.js similarity index 100% rename from functions/kubernetes/buffer.js rename to functions/buffer_utils/buffer.js diff --git a/functions/kubernetes/buffer_manager.js b/functions/buffer_utils/buffer_manager.js similarity index 100% rename from functions/kubernetes/buffer_manager.js rename to functions/buffer_utils/buffer_manager.js diff --git a/functions/fargate/README.md b/functions/fargate/README.md new file mode 100644 index 0000000..7e9c02f --- /dev/null +++ b/functions/fargate/README.md @@ -0,0 +1,235 @@ +# HyperFlow AWS Fargate Command Functions + +This module provides HyperFlow executor functions for running workflow tasks on AWS Fargate, enabling scalable and serverless workflow execution in the cloud. + +## Quick Start + +### 1. Infrastructure Setup + +First, provision AWS infrastructure using the setup scripts: + +```bash +cd functions/fargate/setup +npm install +node index.js --configPath ./workflow_mapping_config.json --roleArn arn:aws:iam::123456789012:role/HyperflowFargateRole +``` + +### 2. Configuration + +The setup script generates `awsFargateCommand.config.js`: + +```javascript +exports.cluster_arn = "arn:aws:ecs:us-east-1:123456789012:cluster/hyperflow-cluster"; +exports.subnet_1 = "subnet-12345abcdef67890"; +exports.subnet_2 = "subnet-67890abcdef12345"; +exports.metrics = true; + +exports.options = { + bucket: "hyperflow-fargate-1234567890", + prefix: "hyperflow" +}; + +exports.tasks_mapping = { + "default": "arn:aws:ecs:us-east-1:123456789012:task-definition/worker:1", + "mProject": "arn:aws:ecs:us-east-1:123456789012:task-definition/montage-worker:2" +}; + +exports.vcpu_mapping = { + "default": 1024, + "mProject": 2048 +}; +``` + +### 3. Workflow Configuration + +Configure your workflow to use the Fargate executor: + +```json +{ + "config": { + "executor": { + "args": [ + "..." + ], + "executable": "mDiffFit" + } + }, + "firingLimit": 1, + "function": "awsFargateCommand", + "ins": [ + "..." + ], + "name": "mDiffFit", + "outs": [ + "..." + ], + "type": "dataflow" +}, +``` + +## Features + +### Automatic Retry Strategy + +Built-in exponential backoff with jitter for handling transient failures: + +- **Rate Limiting**: Token bucket algorithm (100 tokens, 2/second refill), configurable in `utils.js` +- **vCPU Tracking**: Prevents exceeding Fargate concurrency limits and allows + +### Large Payload Handling + +Automatically handles large job configurations: +- **Storage**: Automatic S3 upload/download for large payloads +- **Transparent**: No changes needed in workflow definition + +### Resource Management + +Configurable CPU and memory limits per task type - these values should correspond to task definitions and are populated automatically by setup scripts: + +```javascript +exports.vcpu_mapping = { + "default": 1024, // 1 vCPU + "mProject": 2048, // 2 vCPUs + "heavyTask": 4096 // 4 vCPUs +}; +``` + +Optional global vCPU limit: +```javascript +// In awsFargateCommand.js +let vCPU_LIMIT = 50000; // Set to desired limit, -1 for unlimited +``` + +## Configuration Reference + +### Main Configuration (`awsFargateCommand.config.js`) + +This file will get auto-generated by setup scripts, but you can modify it manually if necessary. + +| Property | Type | Description | Required | +|----------|------|-------------|----------| +| `cluster_arn` | string | ECS cluster ARN | ✅ | +| `subnet_1` | string | Primary subnet ID | ✅ | +| `subnet_2` | string | Secondary subnet ID | ❌ | +| `metrics` | boolean | Enable CloudWatch metrics | ✅ | +| `options.bucket` | string | S3 bucket for data/logs | ✅ | +| `options.prefix` | string | S3 key prefix | ✅ | +| `tasks_mapping` | object | Task name to task definition mapping | ✅ | +| `vcpu_mapping` | object | Task name to vCPU allocation mapping | ✅ | + + +### Job Agglomeration Configuration + + +Batch multiple tasks together to reduce overhead and improve throughput: + +**Structure**: +```json +[ + { + "matchTask": ["taskName1", "taskName2"], + "size": 10, + "timeoutMs": 5000 + } +] +``` + +**Parameters**: +- `matchTask`: Array of task names to batch +- `size`: Maximum batch size +- `timeoutMs`: Maximum wait time before submitting partial batch + +**Example** (`workflow.config.jobAgglomerations.json`): +```json +[ + { + "matchTask": ["mProject"], + "size": 5, + "timeoutMs": 3000 + }, + { + "matchTask": ["mDiffFit"], + "size": 10, + "timeoutMs": 3000 + } +] +``` + +## File Structure + +``` +functions/fargate/ +├── README.md # This file +├── awsFargateCommand.js # Main executor function +├── awsFargateCommand.config.js # Runtime configuration +├── utils.js # Helper functions and AWS SDK utilities +├── workflow.config.jobAgglomerations.json # Job batching configuration +└── setup/ # Infrastructure provisioning + ├── index.js # Main setup orchestrator + ├── ecsUtils.js # ECS cluster and task definitions + ├── vpcUtils.js # VPC and networking setup + ├── efsUtils.js # EFS file system setup + ├── dataUtils.js # S3 bucket and data synchronization + └── workflow_mapping_config.json # Infrastructure configuration template +``` + +## API Reference + +### Main Functions + +#### `awsFargateCommand(ins, outs, config, cb)` + +Main entry point for task execution. + +**Parameters**: +- `ins`: Array of input file paths +- `outs`: Array of output file paths +- `config`: Task configuration object +- `cb`: Callback function + +#### `fargateCommandGroup(bufferItems)` + +Processes batched tasks from the buffer manager. + +**Parameters**: +- `bufferItems`: Array of buffered task items + +### Utility Functions + +#### `runTaskWithRetryStrategy(times, jobMessage, config)` + +Executes Fargate task with retry logic. + +#### `getJobMessage(ins, outs, config, taskId)` + +Creates job message payload for task execution. + +#### `getConfig(workdir)` + +Loads configuration from specified directory. + +## Contributing + +When contributing to the Fargate functions: + +1. Test with the setup scripts first +2. Validate configuration changes with dry run mode +3. Update job agglomeration settings based on task characteristics +4. Document any new configuration options +5. Test retry behavior under various failure scenarios + +## Security Considerations + +- Task execution role should follow least privilege principle +- S3 bucket access should be restricted to necessary operations +- EFS access is controlled by security group rules +- All network traffic uses AWS internal networks where possible +- Sensitive data should be encrypted at rest and in transit + +## Support + +For issues specific to: +- **Infrastructure setup**: Check `setup/README.md` +- **AWS Fargate limits**: Review AWS service quotas +- **Performance issues**: Analyze job agglomeration and vCPU settings +- **Network connectivity**: Verify VPC and security group configuration diff --git a/functions/awsFargateCommand.config.js b/functions/fargate/awsFargateCommand.config.js similarity index 60% rename from functions/awsFargateCommand.config.js rename to functions/fargate/awsFargateCommand.config.js index 672844b..14cfbb4 100644 --- a/functions/awsFargateCommand.config.js +++ b/functions/fargate/awsFargateCommand.config.js @@ -4,11 +4,16 @@ exports.subnet_2 = "string"; exports.metrics = true || false; exports.options = { - "bucket": "string", - "prefix": "string" + bucket: "string", + prefix: "string", }; // task_executable_name : task_definition_name exports.tasks_mapping = { - "default": "string" -}; \ No newline at end of file + default: "string", +}; + +exports.vcpu_mapping = { + // task_executable : vcpu_value + default: 1024, +}; diff --git a/functions/fargate/awsFargateCommand.js b/functions/fargate/awsFargateCommand.js new file mode 100644 index 0000000..5dc8093 --- /dev/null +++ b/functions/fargate/awsFargateCommand.js @@ -0,0 +1,147 @@ +const { BufferManager } = require("../buffer_utils/buffer_manager.js"); +const { + getJobMessage, + runTaskWithRetryStrategy, + getConfig, + sleep, +} = require("./utils.js"); +const { S3 } = require("aws-sdk"); + +const s3 = new S3(); + +let runningTasks = 0; +let vCPU_LIMIT = -1; // Can be set to a value to limit the number of concurrent vCPUs used, -1 means no limit +let vCPU_used = 0; + +let bufferManager = new BufferManager(); +bufferManager.setCallback((items) => fargateCommandGroup(items)); + +async function awsFargateCommand(ins, outs, config, cb) { + const buffersConf = config.appConfig.jobAgglomerations; + let alreadyConfigured = bufferManager.isConfigured(); + if (alreadyConfigured == false && buffersConf != undefined) { + bufferManager.configure(buffersConf); + } + + let item = { + ins: ins, + outs: outs, + context: config, + cb: cb, + }; + + let partition = config.executor.partition || undefined; + bufferManager.addItem(config.name, item, partition); +} + +async function fargateCommandGroup(bufferItems) { + if (bufferItems.length == 0) { + return; + } + + let jobArr = []; + let taskIdArr = []; + let contextArr = []; + let cbArr = []; + + for (let i = 0; i < bufferItems.length; i++) { + const { context, ins, outs, cb } = bufferItems[i]; + const { name, executor, taskId } = context; + + let job = executor; + job.name = name; + job.ins = ins; + job.outs = outs; + + jobArr.push(job); + taskIdArr.push(taskId); + contextArr.push(context); + cbArr.push(cb); + } + + await submitJobs(jobArr, taskIdArr, contextArr); + + for (let i = 0; i < cbArr.length; i++) { + let cb = cbArr[i]; + let outs = jobArr[i].outs; + cb(null, outs); + } +} + +async function submitJobs(jobArr, taskIdArr, contextArr) { + let jobMessages = []; + for (let i = 0; i < jobArr.length; i++) { + let job = jobArr[i]; + let taskId = taskIdArr[i]; + + let jobMessage = await getJobMessage( + job.ins, + job.outs, + contextArr[i], + taskId + ); + jobMessages.push(jobMessage); + } + + const config = contextArr[0]; + + const executor_config = await getConfig(config.workdir); + + const options = executor_config.options; + if (config.executor.hasOwnProperty("options")) { + let executorOptions = config.executor.options; + for (let opt in executorOptions) { + if (executorOptions.hasOwnProperty(opt)) { + options[opt] = executorOptions[opt]; + } + } + } + + const executable = config.executor.executable; + const vcpu_mapping = executor_config.vcpu_mapping; + const task_cpu = vcpu_mapping[executable] ?? vcpu_mapping["default"]; + + let fargateJobMessage = JSON.stringify(jobMessages); + + if (fargateJobMessage.length >= 6800) { + const randomString = (Math.random() * 1e12).toString(36); + + // if payload is bigger than 8192 bytes (npm argument size limit), it is send via S3 + const fileName = "config_" + randomString; + const fileContent = fargateJobMessage; + const uploadParams = { + Bucket: options.bucket, + Key: "tmp/" + fileName, + ContentType: "text/plain", + Body: fileContent, + }; + const downloadParams = { + Bucket: options.bucket, + Key: "tmp/" + fileName, + }; + fargateJobMessage = "S3=" + JSON.stringify(downloadParams); + await s3.putObject(uploadParams).promise(); + } + + if (vCPU_LIMIT > -1) { + while (vCPU_used + task_cpu >= vCPU_LIMIT) { + await sleep(1000 + Math.floor(Math.random() * 3000)); + } + vCPU_used += task_cpu; + } + + runningTasks++; + + if (fargateJobMessage.length >= 6800) { + console.log("fargateJobMessage: ", fargateJobMessage); + } + await runTaskWithRetryStrategy(0, fargateJobMessage, config); +} + +function exit() { + console.log("Exiting..."); + process.exit(0); +} + +exports.awsFargateCommand = awsFargateCommand; +exports.exit = exit; diff --git a/functions/fargate/deployment/Makefile b/functions/fargate/deployment/Makefile new file mode 100644 index 0000000..45184bf --- /dev/null +++ b/functions/fargate/deployment/Makefile @@ -0,0 +1,33 @@ +PREFIX = ECR_REPO_ARN # e.g. 123456789012.dkr.ecr.us-east-1.amazonaws.com +WORKER_REPO_NAME = hyperflow-worker +PROVIDER_REPO_NAME = hyperflow-data-provider +CONTAINER_REPO_NAME = hyperflow-data-container +HF_FARGATE_JOB_EXECUTOR_VERSION = 0.1.0 + +all: push + + +worker_image: + cd worker && docker build --build-arg hf_job_executor_version=$(HF_FARGATE_JOB_EXECUTOR_VERSION) -t $(WORKER_REPO_NAME) . --platform linux/amd64 + docker tag $(WORKER_REPO_NAME):latest $(PREFIX)/$(WORKER_REPO_NAME):latest + +worker_push: worker_image + docker push $(PREFIX)/$(WORKER_REPO_NAME):latest + +data_container_image: + cd data-provider/data-container && docker build -t $(CONTAINER_REPO_NAME) . --platform linux/amd64 + docker tag $(CONTAINER_REPO_NAME):latest $(PREFIX)/$(CONTAINER_REPO_NAME):latest + +data_container_push: data_container_image + docker push $(PREFIX)/$(CONTAINER_REPO_NAME):latest + +data_provider_image: + cd data-provider && docker build -t $(PROVIDER_REPO_NAME) . --platform linux/amd64 + docker tag $(PROVIDER_REPO_NAME):latest $(PREFIX)/$(PROVIDER_REPO_NAME):latest + +data_provider_push: data_provider_image + docker push $(PREFIX)/$(PROVIDER_REPO_NAME):latest + +push: worker_push + make data_container_push + make data_provider_push \ No newline at end of file diff --git a/functions/fargate/deployment/README.md b/functions/fargate/deployment/README.md new file mode 100644 index 0000000..eff976b --- /dev/null +++ b/functions/fargate/deployment/README.md @@ -0,0 +1,162 @@ +# HyperFlow AWS Fargate Deployment + +This directory contains Docker configurations and build scripts for deploying HyperFlow components on AWS Fargate. + +## Overview + +The deployment consists of three main Docker images: + +1. **Worker** (`hyperflow-worker`) - Node.js application that executes workflow tasks +2. **Data Provider** (`hyperflow-data-provider`) - Alpine-based service for copying data to shared storage +3. **Data Container** (`hyperflow-data-container`) - BusyBox-based container for data initialization + +## Prerequisites + +- AWS CLI installed and configured with appropriate permissions +- Docker installed and running +- Access to an AWS account with ECR permissions + +## Quick Start + +### 1. Create ECR Repositories + +Create the required ECR repositories for all three images: + +```bash +# Create repositories +aws ecr create-repository --repository-name hyperflow-worker +aws ecr create-repository --repository-name hyperflow-data-provider +aws ecr create-repository --repository-name hyperflow-data-container +``` + +### 2. Configure ECR Repository ARN + +Edit the `Makefile` and replace `ECR_REPO_ARN` with your actual ECR repository ARN prefix: + +```makefile +PREFIX = 123456789012.dkr.ecr.us-east-1.amazonaws.com +``` + +To find your ECR repository ARN prefix: +- Go to AWS Console → ECR → Repositories +- Your prefix follows the format: `{account-id}.dkr.ecr.{region}.amazonaws.com` + +### 3. Login to ECR + +```bash +aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin 123456789012.dkr.ecr.us-east-1.amazonaws.com +``` + +Replace `us-east-1` with your AWS region and `123456789012` with your account ID. + +### 4. Build and Push All Images + +Use the provided Makefile to build and push all images: + +```bash +make all +``` + +Or build individual images: + +```bash +# Build and push worker image +make worker_push + +# Build and push data provider image +make data_provider_push + +# Build and push data container image +make data_container_push +``` + +## Manual Build Process + +If you prefer to build images manually: + +### Worker Image + +```bash +cd worker +docker build -t hyperflow-worker . --platform linux/amd64 +docker tag hyperflow-worker:latest 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-worker:latest +docker push 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-worker:latest +``` + +### Data Provider Image + +```bash +cd data-provider +docker build -t hyperflow-data-provider . --platform linux/amd64 +docker tag hyperflow-data-provider:latest 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-provider:latest +docker push 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-provider:latest +``` + +### Data Container Image + +```bash +cd data-provider/data-container +docker build -t hyperflow-data-container . --platform linux/amd64 +docker tag hyperflow-data-container:latest 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-container:latest +docker push 123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-container:latest +``` + +## Image Details + +### Worker (`hyperflow-worker`) +- **Base Image**: `node:16-alpine` +- **Purpose**: Executes workflow tasks and processes +- **Key Components**: + - Node.js runtime environment + - Network monitoring tools (nethogs) + - Python3 for network monitoring wrapper + - Application source code and dependencies + +### Data Provider (`hyperflow-data-provider`) +- **Base Image**: `alpine` +- **Purpose**: Copies data from container to shared EFS storage +- **Functionality**: Transfers files from `/data/` to `/mnt/data/` + +### Data Container (`hyperflow-data-container`) +- **Base Image**: `busybox` +- **Purpose**: Provides initial data for workflows +- **Data Location**: `/data/` directory contains workflow input data + +## Configuration + +After pushing images to ECR, update your setup configuration file (`workflow_mapping_config.json`) with the ECR repository URLs: + +```json +{ + "dataProvider": { + "cpu": 1024, + "memory": 4096, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-provider:latest" + }, + "dataContainer": { + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-data-container:latest" + }, + "default": { + "cpu": 1024, + "memory": 4096, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/hyperflow-worker:latest" + } +} +``` +### Makefile Variables + +- `PREFIX`: ECR repository ARN prefix (must be updated to your values) +- `WORKER_REPO_NAME`: Name of the worker ECR repository +- `PROVIDER_REPO_NAME`: Name of the data provider ECR repository +- `CONTAINER_REPO_NAME`: Name of the data container ECR repository + +## Next Steps + +After successfully building and pushing images: + +1. Navigate to `../setup/` directory +2. Update the `workflow_mapping_config.json` with your ECR repository URLs +3. Run the setup script to provision AWS infrastructure +4. Configure your HyperFlow workflows to use the Fargate executor + +For more information on infrastructure setup, see the [setup directory documentation](../setup/README.md). \ No newline at end of file diff --git a/functions/fargate/deployment/data-provider/Dockerfile b/functions/fargate/deployment/data-provider/Dockerfile new file mode 100644 index 0000000..8956ae6 --- /dev/null +++ b/functions/fargate/deployment/data-provider/Dockerfile @@ -0,0 +1,3 @@ +FROM alpine +WORKDIR / +CMD ["sh", "-c", "cp -rf /data/* /mnt/data/ && ls -l /mnt/data/"] \ No newline at end of file diff --git a/functions/fargate/deployment/data-provider/data-container/Dockerfile b/functions/fargate/deployment/data-provider/data-container/Dockerfile new file mode 100644 index 0000000..0b2aeec --- /dev/null +++ b/functions/fargate/deployment/data-provider/data-container/Dockerfile @@ -0,0 +1,6 @@ +FROM busybox +WORKDIR / +RUN mkdir /data +COPY ./data/* /data/ +VOLUME /data +CMD ["sh", "-c", "ls -l /data/"] \ No newline at end of file diff --git a/functions/fargate/deployment/data-provider/data-container/data/README.md b/functions/fargate/deployment/data-provider/data-container/data/README.md new file mode 100644 index 0000000..f25ae21 --- /dev/null +++ b/functions/fargate/deployment/data-provider/data-container/data/README.md @@ -0,0 +1 @@ +Place workflow input files in this directory if using docker image and data sync task to populate input data to efs. \ No newline at end of file diff --git a/functions/fargate/deployment/worker/Dockerfile b/functions/fargate/deployment/worker/Dockerfile new file mode 100644 index 0000000..e1d6cf0 --- /dev/null +++ b/functions/fargate/deployment/worker/Dockerfile @@ -0,0 +1,11 @@ +FROM node:16-alpine + +ARG hf_job_executor_version +ENV HYPERFLOW_AWS_FARGATE_EXECUTOR_VERSION=$hf_job_executor_version + +WORKDIR /usr/src/app + +RUN npm install -g hyperflow-awsfargate-executor@${HYPERFLOW_AWS_FARGATE_EXECUTOR_VERSION} log4js +COPY . . + +CMD [ "hflow-job-execute" ] \ No newline at end of file diff --git a/functions/fargate/setup/.DS_Store b/functions/fargate/setup/.DS_Store new file mode 100644 index 0000000..130a339 Binary files /dev/null and b/functions/fargate/setup/.DS_Store differ diff --git a/functions/fargate/setup/README.md b/functions/fargate/setup/README.md new file mode 100644 index 0000000..baf0a49 --- /dev/null +++ b/functions/fargate/setup/README.md @@ -0,0 +1,203 @@ +# HyperFlow AWS Fargate Setup + +This directory contains scripts to automatically provision and configure AWS infrastructure for running HyperFlow workflows on AWS Fargate. + +## Overview + +The setup scripts create a complete AWS environment including: + +- **VPC & Networking**: Virtual Private Cloud with subnets, internet gateway, and routing +- **EFS Storage**: Elastic File System for shared data across tasks +- **ECS Infrastructure**: Elastic Container Service cluster and task definitions +- **S3 Storage**: Bucket for workflow artifacts and logs +- **Task Definitions**: Configurable worker and data provider containers + +## Architecture + +``` +┌─────────────────┐ ┌───────────────────┐ ┌─────────────────┐ +│ VPC Network │ │ EFS Storage │ │ S3 Bucket │ +│ │ │ │ │ │ +│ • 2 Subnets │ │ • Shared Data │ │ • Artifacts │ +│ • Internet GW │ │ • Mount Targets │ │ • Logs │ +│ • Route Tables │ │ • Security Groups │ │ • Metrics │ +└─────────────────┘ └───────────────────┘ └─────────────────┘ + │ │ │ + └───────────────────────┼───────────────────────┘ + │ + ┌────────────────────────┐ + │ ECS Cluster │ + │ │ + │ • Worker Tasks │ + │ • Data Provider │ + │ • Task Definitions │ + └────────────────────────┘ +``` + +## Prerequisites + +1. **AWS CLI** configured with appropriate credentials +2. **Node.js** (v16 or higher) +3. **AWS IAM Role** with permissions for: + - ECS (clusters, task definitions, tasks) + - VPC (creation, modification) + - EFS (file systems, mount targets) + - S3 (bucket creation) + - EC2 (security groups, subnets) + +## Configuration File + +Create a JSON configuration file defining your task types and their resource requirements: + +### Required Structure + +```json +{ + "default": { + "cpu": 1024, + "memory": 4096, + "image": "your-worker-image-url" + } +} +``` + +### Full Example Configuration + +```json +{ + "dataProvider": { + "cpu": 1024, + "memory": 4096, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/data-provider:latest" + }, + "dataContainer": { + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/data-container:latest" + }, + "default": { + "cpu": 1024, + "memory": 4096, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/worker:latest" + }, + "mProject": { + "cpu": 2048, + "memory": 8192, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/montage-mproject:latest" + }, + "mDiffFit": { + "cpu": 512, + "memory": 2048, + "image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/montage-mdifffit:latest" + } +} +``` + +### Configuration Keys + +| Key | Required | Description | +|-----|----------|-------------| +| `default` | ✅ Yes | Default worker task configuration | +| `dataProvider` | ❌ Optional | Data synchronization task (script container) | +| `dataContainer` | ❌ Optional | Data container with workflow input files | +| `` | ❌ Optional | Additional worker types with specific requirements | + +**Note**: Both `dataProvider` and `dataContainer` must be present together, or both omitted. + +## Usage + +### Basic Setup + +```bash +node index.js --configPath ./workflow_mapping_config.json --roleArn arn:aws:iam::123456789012:role/HyperflowFargateRole +``` + +### Dry Run Mode + +Test your configuration without creating actual AWS resources: + +```bash +node index.js --configPath ./workflow_mapping_config.json --roleArn arn:aws:iam::123456789012:role/HyperflowFargateRole --dryRun +``` + +### Command Line Options + +| Option | Short | Description | Required | +|--------|-------|-------------|----------| +| `--configPath` | `-c` | Path to mapping configuration file | ✅ | +| `--roleArn` | `-r` | AWS IAM role ARN for task execution | ✅ | +| `--dryRun` | `-d` | Perform dry run without creating resources | ❌ | + +## Output + +The script generates `awsFargateCommand.config.js` with the following structure: + +```javascript +exports.cluster_arn = "arn:aws:ecs:us-east-1:123456789012:cluster/hyperflow-cluster"; +exports.subnet_1 = "subnet-12345abcdef67890"; +exports.metrics = true; + +exports.options = { + "bucket": "https://hyperflow-fargate-1234567890.s3.amazonaws.com/", + "prefix": "hyperflow" +}; + +exports.tasks_mapping = { + "default": "arn:aws:ecs:us-east-1:123456789012:task-definition/worker:1", + "mProject": "arn:aws:ecs:us-east-1:123456789012:task-definition/worker:2", + "mDiffFit": "arn:aws:ecs:us-east-1:123456789012:task-definition/worker:3", + "dataProvider": "arn:aws:ecs:us-east-1:123456789012:task-definition/data-provider:1" +}; + +exports.vcpu_mapping = { + "default": 1024, + "mProject": 2048, + "mDiffFit": 512 +}; +``` + +## File Structure + +``` +setup/ +├── README.md # This file +├── index.js # Main setup orchestrator +├── ecsUtils.js # ECS cluster and task definitions +├── vpcUtils.js # VPC, subnets, and networking +├── efsUtils.js # EFS file system setup +├── dataUtils.js # S3 bucket and data sync tasks +├── package.json # Node.js dependencies +└── workflow_mapping_config.json # Example configuration +``` + +## Troubleshooting + +### Common Issues + +1. **IAM Permissions**: Ensure your role has all required AWS service permissions +2. **ECR Access**: Verify container images are accessible from the execution role +3. **Region Configuration**: All resources are created in `us-east-1` by default +4. **Resource Limits**: Check AWS account limits for ECS tasks, VPC resources + +### Validation + +Use dry run mode to validate configuration before deployment: +```bash +node index.js -c your-config.json -r your-role-arn --dryRun +``` + +## Security + +- All resources are created within a dedicated VPC +- EFS access restricted to security group rules +- S3 bucket follows AWS default encryption settings +- Task execution role should follow least privilege principle + +## Cleanup + +The setup scripts create resources but don't include cleanup. To avoid ongoing charges: + +1. Delete ECS services and tasks +2. Deregister task definitions +3. Delete ECS cluster +4. Delete EFS file system and mount targets +5. Delete VPC and associated resources +6. Empty and delete S3 bucket \ No newline at end of file diff --git a/functions/fargate/setup/dataUtils.js b/functions/fargate/setup/dataUtils.js new file mode 100644 index 0000000..a3a42e5 --- /dev/null +++ b/functions/fargate/setup/dataUtils.js @@ -0,0 +1,91 @@ +import { CreateBucketCommand } from "@aws-sdk/client-s3"; +import { RunTaskCommand, DescribeTasksCommand } from "@aws-sdk/client-ecs"; + +const sleep = (ms) => new Promise((resolve) => setTimeout(resolve, ms)); + +export async function createS3Bucket(s3Client, dryRun = false) { + const bucketName = `hyperflow-fargate-${Date.now()}`; + + if (dryRun) { + console.log(`📝 [DRY RUN] Would create S3 bucket:`); + console.log(` - Bucket name: ${bucketName}`); + console.log(` - Command: CreateBucketCommand`); + + // Return mock S3 data + return { + Location: `https://${bucketName}.s3.amazonaws.com/`, + BucketName: bucketName, + }; + } + + try { + const bucketParams = { + Bucket: bucketName, + }; + + // Create the S3 bucket + const data = await s3Client.send(new CreateBucketCommand(bucketParams)); + + console.log("S3 bucket created successfully:", data); + return data; + } catch (err) { + console.error("Error creating S3 bucket:", err); + } +} + +export async function runDataSyncTask( + ecsClient, + clusterArn, + subnetId, + taskDefinitionArn, + dryRun = false +) { + if (dryRun) { + console.log(`📝 [DRY RUN] Would run data sync task:`); + console.log(` - Cluster: ${clusterArn}`); + console.log(` - Task definition: ${taskDefinitionArn}`); + console.log(` - Subnet: ${subnetId}`); + console.log(` - Launch type: FARGATE`); + console.log(` - Public IP: ENABLED`); + return; + } + + try { + const params = { + cluster: clusterArn, + launchType: "FARGATE", + taskDefinition: taskDefinitionArn, + count: 1, + networkConfiguration: { + awsvpcConfiguration: { + subnets: [subnetId], + securityGroups: [], + assignPublicIp: "ENABLED", + }, + }, + }; + + const command = new RunTaskCommand(params); + const response = await ecsClient.send(command); + + let syncFinished = false; + while (!syncFinished) { + const taskArn = response.tasks[0].taskArn; + const probeCommand = new DescribeTasksCommand({ + cluster: clusterArn, + tasks: [taskArn], + }); + const probeResponse = await ecsClient.send(probeCommand); + const task = probeResponse.tasks[0]; + if (task.lastStatus === "STOPPED") { + syncFinished = true; + return; + } else { + console.log("Data sync task still running..."); + await sleep(15000); // Wait for 15 seconds before the next check + } + } + } catch (err) { + console.error("Error executing ECS Fargate task:", err); + } +} diff --git a/functions/fargate/setup/ecsUtils.js b/functions/fargate/setup/ecsUtils.js new file mode 100644 index 0000000..5cd676b --- /dev/null +++ b/functions/fargate/setup/ecsUtils.js @@ -0,0 +1,353 @@ +import { CreateClusterCommand } from "@aws-sdk/client-ecs"; +import { RegisterTaskDefinitionCommand } from "@aws-sdk/client-ecs"; +import { readFileSync } from "fs"; +const CPU_DEFAULT = "1024"; +const MEMORY_DEFAULT = "4096"; + +const TASK_DEFINITION_BASE = { + networkMode: "awsvpc", + requiresCompatibilities: ["FARGATE"], + cpu: CPU_DEFAULT, + memory: MEMORY_DEFAULT, + runtimePlatform: { + cpuArchitecture: "X86_64", + operatingSystemFamily: "LINUX", + }, +}; + +function getLogConfiguration(name) { + return { + logDriver: "awslogs", + options: { + "awslogs-group": `/ecs/${name}`, + "awslogs-create-group": "true", + "awslogs-region": "us-east-1", + "awslogs-stream-prefix": "ecs", + }, + secretOptions: [], + }; +} + +async function createDataProviderTaskDefinition( + ecsClient, + efsData, + roleArn, + config, + dryRun = false +) { + const dataProviderConfig = config.dataProvider; + const dataContainerConfig = config.dataContainer; + + const taskDefinition = { + ...TASK_DEFINITION_BASE, + family: "data-provider", + taskRoleArn: roleArn, + executionRoleArn: roleArn, + cpu: dataProviderConfig.cpu?.toString() || CPU_DEFAULT, + memory: dataProviderConfig.memory?.toString() || MEMORY_DEFAULT, + containerDefinitions: [ + { + name: "data", + image: dataContainerConfig.image, + cpu: 0, + portMappings: [ + { + name: "data-80-tcp", + containerPort: 80, + hostPort: 80, + protocol: "tcp", + appProtocol: "http", + }, + ], + essential: false, + environment: [], + environmentFiles: [], + mountPoints: [], + volumesFrom: [], + ulimits: [], + logConfiguration: getLogConfiguration("data"), + systemControls: [], + }, + { + name: "script", + image: dataProviderConfig.image, + cpu: 0, + portMappings: [], + essential: true, + environment: [], + environmentFiles: [], + mountPoints: [ + { + sourceVolume: "efsdata", + containerPath: "/mnt/data", + readOnly: false, + }, + ], + volumesFrom: [ + { + sourceContainer: "data", + readOnly: true, + }, + ], + systemControls: [], + logConfiguration: getLogConfiguration("data-provider-script"), + }, + ], + volumes: [ + { + name: "efsdata", + efsVolumeConfiguration: { + fileSystemId: efsData.FileSystemId, + rootDirectory: "/", + }, + }, + ], + }; + + if (dryRun) { + console.log(`📝 [DRY RUN] Would register data provider task definition:`); + console.log(` - Family: data-provider`); + console.log(` - CPU: ${taskDefinition.cpu}`); + console.log(` - Memory: ${taskDefinition.memory}`); + console.log(` - Data container image: ${dataContainerConfig.image}`); + console.log(` - Script container image: ${dataProviderConfig.image}`); + console.log(` - EFS FileSystemId: ${efsData.FileSystemId}`); + + // Return mock task definition + return { + taskDefinitionArn: `arn:aws:ecs:us-east-1:123456789012:task-definition/data-provider:${Math.floor(Math.random() * 100)}`, + family: "data-provider", + taskRoleArn: roleArn, + executionRoleArn: roleArn, + networkMode: "awsvpc", + revision: Math.floor(Math.random() * 100), + status: "ACTIVE", + requiresAttributes: [], + }; + } + + try { + const data = await ecsClient.send( + new RegisterTaskDefinitionCommand(taskDefinition) + ); + + console.log( + "Data provider worker task definition registered successfully:", + data.taskDefinition + ); + return data.taskDefinition; + } catch (err) { + console.error("Error registering data provider task definition:", err); + } +} + +async function createWorkerTaskDefinition( + ecsClient, + efsData, + roleArn, + workerKey, + workerConfig, + dryRun = false +) { + const taskDefinition = { + ...TASK_DEFINITION_BASE, + family: "worker", + taskRoleArn: roleArn, + executionRoleArn: roleArn, + cpu: workerConfig.cpu?.toString() || CPU_DEFAULT, + memory: workerConfig.memory?.toString() || MEMORY_DEFAULT, + containerDefinitions: [ + { + name: "worker", + image: workerConfig.image, + cpu: 0, + portMappings: [ + { + name: "worker-80-tcp", + containerPort: 80, + hostPort: 80, + protocol: "tcp", + appProtocol: "http", + }, + ], + essential: true, + environment: [], + environmentFiles: [], + mountPoints: [ + { + sourceVolume: "efs-volume", + containerPath: "/mnt/data", + readOnly: false, + }, + ], + volumesFrom: [], + ulimits: [], + logConfiguration: getLogConfiguration(`worker-${workerKey}`), + systemControls: [], + }, + ], + volumes: [ + { + name: "efs-volume", + efsVolumeConfiguration: { + fileSystemId: efsData.FileSystemId, + rootDirectory: "/", + }, + }, + ], + }; + + if (dryRun) { + console.log( + `📝 [DRY RUN] Would register worker task definition for '${workerKey}':` + ); + console.log(` - Family: worker`); + console.log(` - CPU: ${taskDefinition.cpu}`); + console.log(` - Memory: ${taskDefinition.memory}`); + console.log(` - Image: ${workerConfig.image}`); + console.log(` - EFS FileSystemId: ${efsData.FileSystemId}`); + + // Return mock task definition + return { + taskDefinitionArn: `arn:aws:ecs:us-east-1:123456789012:task-definition/worker:${Math.floor(Math.random() * 100)}`, + family: "worker", + taskRoleArn: roleArn, + executionRoleArn: roleArn, + networkMode: "awsvpc", + revision: Math.floor(Math.random() * 100), + status: "ACTIVE", + requiresAttributes: [], + }; + } + + try { + const data = await ecsClient.send( + new RegisterTaskDefinitionCommand(taskDefinition) + ); + + console.log( + `Worker task definition for '${workerKey}' registered successfully:`, + data.taskDefinition + ); + return data.taskDefinition; + } catch (err) { + console.error( + `Error registering worker task definition for '${workerKey}':`, + err + ); + } +} + +async function createWorkerTaskDefinitions( + ecsClient, + efsData, + roleArn, + config, + dryRun = false +) { + const workerTaskDefinitions = {}; + + // Get all keys except dataProvider and dataContainer + const workerKeys = Object.keys(config).filter( + (key) => key !== "dataProvider" && key !== "dataContainer" + ); + + for (const workerKey of workerKeys) { + const workerConfig = config[workerKey]; + const taskDefinition = await createWorkerTaskDefinition( + ecsClient, + efsData, + roleArn, + workerKey, + workerConfig, + dryRun + ); + workerTaskDefinitions[workerKey] = taskDefinition; + } + + return workerTaskDefinitions; +} + +export async function createTaskDefinitions( + ecsClient, + efsData, + roleArn, + configPath, + dryRun = false +) { + // Read and parse the mapping config file + let config; + try { + const configContent = readFileSync(configPath, "utf8"); + config = JSON.parse(configContent); + } catch (err) { + console.error(`Error reading config file at ${configPath}:`, err); + throw err; + } + + // Validate required config keys + if (!config.default) { + throw new Error("Config file must contain default key"); + } + + // Create worker task definitions + const workerTaskDefinitions = await createWorkerTaskDefinitions( + ecsClient, + efsData, + roleArn, + config, + dryRun + ); + + const result = { ...workerTaskDefinitions }; + + // Conditionally create data provider task definition if both keys exist + if (config.dataProvider && config.dataContainer) { + const dataProviderTaskDefinition = await createDataProviderTaskDefinition( + ecsClient, + efsData, + roleArn, + config, + dryRun + ); + result.dataProvider = dataProviderTaskDefinition; + } else if (dryRun) { + console.log( + `📝 [DRY RUN] Skipping data provider task definition - dataProvider or dataContainer not configured` + ); + } + + return result; +} + +export async function setupCluster(ecsClient, dryRun = false) { + // Define cluster parameters + const params = { + clusterName: "hyperflow-cluster", + }; + + if (dryRun) { + console.log(`📝 [DRY RUN] Would create ECS cluster:`); + console.log(` - Cluster name: ${params.clusterName}`); + console.log(` - Command: CreateClusterCommand`); + + // Return mock cluster data + return { + clusterArn: `arn:aws:ecs:us-east-1:123456789012:cluster/${params.clusterName}`, + clusterName: params.clusterName, + status: "ACTIVE", + runningTasksCount: 0, + pendingTasksCount: 0, + activeServicesCount: 0, + }; + } + + try { + // Create the cluster + const data = await ecsClient.send(new CreateClusterCommand(params)); + console.log("Cluster created successfully:", data.cluster); + return data.cluster; + } catch (err) { + console.error("Error creating cluster:", err); + } +} diff --git a/functions/fargate/setup/efsUtils.js b/functions/fargate/setup/efsUtils.js new file mode 100644 index 0000000..b7965aa --- /dev/null +++ b/functions/fargate/setup/efsUtils.js @@ -0,0 +1,104 @@ +import { + CreateFileSystemCommand, + CreateMountTargetCommand, + DescribeFileSystemsCommand, + DescribeMountTargetsCommand, +} from "@aws-sdk/client-efs"; + +export const sleep = (ms) => new Promise((resolve) => setTimeout(resolve, ms)); + +export async function createEFSFileSystem( + efsClient, + vpcData, + securityGroupId, + dryRun = false +) { + if (dryRun) { + console.log(`📝 [DRY RUN] Would create EFS file system:`); + console.log(` - Performance mode: generalPurpose`); + console.log(` - Encrypted: false`); + console.log(` - Mount targets in ${vpcData.subnets.length} subnets`); + console.log(` - Security group: ${securityGroupId}`); + + // Return mock EFS data + return { + FileSystemId: "fs-mock123456789abcdef0", + FileSystemArn: + "arn:aws:elasticfilesystem:us-east-1:123456789012:file-system/fs-mock123456789abcdef0", + CreationToken: `hyperflow-efs-volume-${Date.now()}`, + LifeCycleState: "available", + NumberOfMountTargets: vpcData.subnets.length, + SizeInBytes: { + Value: 0, + ValueInIA: 0, + ValueInStandard: 0, + }, + }; + } + + try { + const fileSystemParams = { + CreationToken: `hyperflow-efs-volume-${Date.now()}`, + PerformanceMode: "generalPurpose", + Encrypted: false, + }; + + const fileSystemData = await efsClient.send( + new CreateFileSystemCommand(fileSystemParams) + ); + await waitForFileSystemAvailable(efsClient, fileSystemData.FileSystemId); + console.log("EFS file system created successfully:", fileSystemData); + + for (let i = 0; i < vpcData.subnets.length; i++) { + const subnet = vpcData.subnets[i]; + const mountTargetParams = { + FileSystemId: fileSystemData.FileSystemId, + SubnetId: subnet.SubnetId, + SecurityGroups: [vpcData.securityGroup.GroupId], + }; + const mountTargetData = await efsClient.send( + new CreateMountTargetCommand(mountTargetParams) + ); + } + const probeParams = { + FileSystemId: fileSystemData.FileSystemId, + }; + let ready = false; + while (!ready) { + const data = await efsClient.send( + new DescribeMountTargetsCommand(probeParams) + ); + if (data.MountTargets[0].LifeCycleState === "available") { + ready = true; + } + await sleep(5000); + } + console.log("Mount targets created successfully"); + + return fileSystemData; + } catch (err) { + console.error("Error creating EFS file system or mount target:", err); + } +} + +async function waitForFileSystemAvailable(efsClient, fileSystemId) { + let isAvailable = false; + + while (!isAvailable) { + const describeParams = { + FileSystemId: fileSystemId, + }; + + const data = await efsClient.send( + new DescribeFileSystemsCommand(describeParams) + ); + const fs = data.FileSystems[0]; + if (fs.LifeCycleState === "available") { + isAvailable = true; + return; + } else { + console.log("Waiting for file system to become available..."); + await sleep(5000); // Wait for 5 seconds before the next check + } + } +} diff --git a/functions/fargate/setup/index.js b/functions/fargate/setup/index.js new file mode 100644 index 0000000..c9c607c --- /dev/null +++ b/functions/fargate/setup/index.js @@ -0,0 +1,137 @@ +import { ECSClient } from "@aws-sdk/client-ecs"; +import { EFSClient } from "@aws-sdk/client-efs"; +import { EC2Client } from "@aws-sdk/client-ec2"; +import { S3Client } from "@aws-sdk/client-s3"; +import { hideBin } from "yargs/helpers"; +import yargs from "yargs"; +import fs from "fs"; + +import { createVPCAndSubnets } from "./vpcUtils.js"; +import { createEFSFileSystem } from "./efsUtils.js"; +import { createTaskDefinitions, setupCluster } from "./ecsUtils.js"; +import { createS3Bucket, runDataSyncTask } from "./dataUtils.js"; + +const REGION = "us-east-1"; + +async function main(args) { + if (args.dryRun) { + console.log("🔍 DRY RUN MODE - No actual AWS calls will be made"); + console.log("=".repeat(50)); + } + + const ecsClient = new ECSClient({ region: REGION }); + const ec2Client = new EC2Client({ region: REGION }); + const efsClient = new EFSClient({ region: REGION }); + const s3Client = new S3Client({ region: REGION }); + + const vpcData = await createVPCAndSubnets(ec2Client, args.dryRun); + if (vpcData.length === 0) { + console.error("Error creating VPC and subnets"); + return; + } + const securityGroupId = vpcData.securityGroup.GroupId; + const clusterData = await setupCluster(ecsClient, args.dryRun); + const efsData = await createEFSFileSystem( + efsClient, + vpcData, + securityGroupId, + args.dryRun + ); + const taskDefinitions = await createTaskDefinitions( + ecsClient, + efsData, + args.roleArn, + args.configPath, + args.dryRun + ); + console.log("Task definitions created successfully:", taskDefinitions); + const s3BucketData = await createS3Bucket(s3Client, args.dryRun); + console.log("S3 bucket name:", s3BucketData.Location); + + // Read config file to get dataProvider image for data sync + const mappingConfigContent = fs.readFileSync(args.configPath, "utf8"); + const config = JSON.parse(mappingConfigContent); + + if ( + config.dataProvider && + config.dataContainer && + taskDefinitions.dataProvider + ) { + console.log("Running data sync via data provider task..."); + await runDataSyncTask( + ecsClient, + clusterData.clusterArn, + vpcData.subnets[0].SubnetId, + taskDefinitions.dataProvider.taskDefinitionArn, + args.dryRun + ); + console.log("Data sync complete"); + } else if (!config.dataProvider || !config.dataContainer) { + console.log("Data provider configuration not found, skipping data sync..."); + } + + // Generate tasks_mapping for all task definitions + const tasksMapping = Object.entries(taskDefinitions).reduce( + (acc, [key, taskDef]) => { + acc[key] = taskDef.taskDefinitionArn; + return acc; + }, + {} + ); + + // Generate vcpu_mapping for worker tasks only (exclude dataProvider) + const vcpuMapping = Object.entries(config) + .filter(([key]) => key !== "dataProvider" && key !== "dataContainer") + .reduce((acc, [key, workerConfig]) => { + acc[key] = workerConfig.cpu || 1024; + return acc; + }, {}); + + const awsConfigContent = `exports.cluster_arn = "${clusterData.clusterArn}"; +exports.subnet_1 = "${vpcData.subnets[0].SubnetId}"; +exports.metrics = true; + +exports.options = { + "bucket": "${s3BucketData.Location}", + "prefix": "hyperflow", +}; + +exports.tasks_mapping = ${JSON.stringify(tasksMapping, null, 4)}; + +exports.vcpu_mapping = ${JSON.stringify(vcpuMapping, null, 4)}; +`; + + fs.writeFileSync("awsFargateCommand.config.js", awsConfigContent); + console.log( + "AWS Fargate configuration successfully written to awsFargateCommand.config.js" + ); + + if (args.dryRun) { + console.log("=".repeat(50)); + console.log("🔍 DRY RUN COMPLETE - No actual resources were created"); + } +} + +const argv = yargs(hideBin(process.argv)) + .option("configPath", { + alias: "c", + description: "Path to mapping config file containing task definitions", + type: "string", + demandOption: true, + }) + .option("roleArn", { + alias: "r", + description: "Role ARN for task execution", + type: "string", + demandOption: true, + }) + .option("dryRun", { + alias: "d", + description: "Perform a dry run without making actual AWS calls", + type: "boolean", + default: false, + }) + .help() + .alias("help", "h").argv; + +main(argv); diff --git a/functions/fargate/setup/package-lock.json b/functions/fargate/setup/package-lock.json new file mode 100644 index 0000000..11d7aad --- /dev/null +++ b/functions/fargate/setup/package-lock.json @@ -0,0 +1,1933 @@ +{ + "name": "fargate-setup", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "fargate-setup", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "@aws-sdk/client-ec2": "^3.592.0", + 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a/functions/fargate/setup/runTask.js b/functions/fargate/setup/runTask.js new file mode 100644 index 0000000..be9338a --- /dev/null +++ b/functions/fargate/setup/runTask.js @@ -0,0 +1,54 @@ +import { ECSClient } from "@aws-sdk/client-ecs"; +import { RunTaskCommand, DescribeTasksCommand } from "@aws-sdk/client-ecs"; +import { hideBin } from "yargs/helpers"; +import yargs from "yargs"; + +const argv = yargs(hideBin(process.argv)) + .option("cluster", { + alias: "c", + description: "cluster ARN", + type: "string", + demandOption: false, + }) + .option("task", { + alias: "t", + description: "task ARN", + type: "string", + demandOption: false, + }) + .option("subnet", { + alias: "s", + description: "subnet id", + type: "string", + demandOption: false, + }) + .help() + .alias("help", "h").argv; + +export async function main(args) { + const ecsClient = new ECSClient({ region: "us-east-1" }); + + try { + const params = { + cluster: args.cluster, + launchType: "FARGATE", + taskDefinition: args.task, + count: 1, + networkConfiguration: { + awsvpcConfiguration: { + subnets: [args.subnet], + securityGroups: [], + assignPublicIp: "ENABLED", + }, + }, + }; + + const command = new RunTaskCommand(params); + const response = await ecsClient.send(command); + console.log(response); + } catch (err) { + console.error("Error executing ECS Fargate task:", err); + } +} + +main(argv); diff --git a/functions/fargate/setup/vpcUtils.js b/functions/fargate/setup/vpcUtils.js new file mode 100644 index 0000000..c35a7f7 --- /dev/null +++ b/functions/fargate/setup/vpcUtils.js @@ -0,0 +1,215 @@ +import { + CreateVpcCommand, + CreateSubnetCommand, + DescribeSecurityGroupsCommand, + CreateInternetGatewayCommand, + AttachInternetGatewayCommand, + CreateRouteTableCommand, + CreateRouteCommand, + AssociateRouteTableCommand, + ModifyVpcAttributeCommand, + AuthorizeSecurityGroupIngressCommand, +} from "@aws-sdk/client-ec2"; + +export async function createVPCAndSubnets(ec2Client, dryRun = false) { + if (dryRun) { + console.log(`📝 [DRY RUN] Would create VPC and subnets:`); + console.log(` - VPC CIDR: 10.0.0.0/16`); + console.log(` - Subnet 1: 10.0.1.0/24 (us-east-1a)`); + console.log(` - Subnet 2: 10.0.2.0/24 (us-east-1b)`); + console.log(` - Internet Gateway with route tables`); + console.log(` - Security group ingress rule for EFS (port 2049)`); + + // Return mock VPC data + return { + securityGroup: { + GroupId: "sg-mock123456789", + GroupName: "default", + VpcId: "vpc-mock123456789", + }, + subnets: [ + { + SubnetId: "subnet-mock1234567890abcdef1", + VpcId: "vpc-mock123456789", + CidrBlock: "10.0.1.0/24", + AvailabilityZone: "us-east-1a", + }, + { + SubnetId: "subnet-mock1234567890abcdef2", + VpcId: "vpc-mock123456789", + CidrBlock: "10.0.2.0/24", + AvailabilityZone: "us-east-1b", + }, + ], + }; + } + + try { + const createVpcParams = { + CidrBlock: "10.0.0.0/16", + TagSpecifications: [ + { + ResourceType: "vpc", + Tags: [{ Key: "Name", Value: "HyperflowFargateVPC" }], + }, + ], + }; + + const vpcData = await ec2Client.send(new CreateVpcCommand(createVpcParams)); + const vpcId = vpcData.Vpc.VpcId; + console.log("VPC created successfully:", vpcData.Vpc); + + const dnsParams = { + VpcId: vpcId, + EnableDnsHostnames: { + Value: true, + }, + }; + await ec2Client.send(new ModifyVpcAttributeCommand(dnsParams)); + console.log("DNS hostnames enabled for VPC:", vpcId); + + const createSubnetParams1 = { + VpcId: vpcId, + CidrBlock: "10.0.1.0/24", + AvailabilityZone: "us-east-1a", + TagSpecifications: [ + { + ResourceType: "subnet", + Tags: [{ Key: "Name", Value: "HyperflowSubnet1" }], + }, + ], + }; + + const subnetData1 = await ec2Client.send( + new CreateSubnetCommand(createSubnetParams1) + ); + console.log("Subnet 1 created successfully:", subnetData1.Subnet); + + const createSubnetParams2 = { + VpcId: vpcId, + CidrBlock: "10.0.2.0/24", + AvailabilityZone: "us-east-1b", + TagSpecifications: [ + { + ResourceType: "subnet", + Tags: [{ Key: "Name", Value: "HyperflowSubnet2" }], + }, + ], + }; + + const subnetData2 = await ec2Client.send( + new CreateSubnetCommand(createSubnetParams2) + ); + + console.log("Subnet 2 created successfully:", subnetData2.Subnet); + const securityGroup = await getDefaultSecurityGroup(ec2Client, vpcId); + + const ingressRuleParams = { + GroupId: securityGroup.GroupId, + IpPermissions: [ + { + IpProtocol: "tcp", + FromPort: 2049, + ToPort: 2049, + IpRanges: [{ CidrIp: "0.0.0.0/0" }], + }, + ], + }; + + const data = await ec2Client.send( + new AuthorizeSecurityGroupIngressCommand(ingressRuleParams) + ); + console.log("Security Group Ingress Rule added successfully", data); + + const igwData = await ec2Client.send(new CreateInternetGatewayCommand({})); + const igwId = igwData.InternetGateway.InternetGatewayId; + console.log("Internet Gateway created successfully:", igwId); + + const attachIgwParams = { + InternetGatewayId: igwId, + VpcId: vpcId, + }; + await ec2Client.send(new AttachInternetGatewayCommand(attachIgwParams)); + console.log("Internet Gateway attached successfully to VPC:", vpcId); + + const routeTableParams = { + VpcId: vpcId, + }; + const routeTableData = await ec2Client.send( + new CreateRouteTableCommand(routeTableParams) + ); + const routeTableId = routeTableData.RouteTable.RouteTableId; + console.log("Route Table created successfully:", routeTableId); + + const routeParams = { + RouteTableId: routeTableId, + DestinationCidrBlock: "0.0.0.0/0", + GatewayId: igwId, + }; + await ec2Client.send(new CreateRouteCommand(routeParams)); + console.log("Route to Internet Gateway created successfully."); + + const associateRouteTableParams1 = { + SubnetId: subnetData1.Subnet.SubnetId, + RouteTableId: routeTableId, + }; + await ec2Client.send( + new AssociateRouteTableCommand(associateRouteTableParams1) + ); + console.log( + "Route Table associated successfully with Subnet 1:", + subnetData1.Subnet.SubnetId + ); + + const associateRouteTableParams2 = { + SubnetId: subnetData2.Subnet.SubnetId, + RouteTableId: routeTableId, + }; + await ec2Client.send( + new AssociateRouteTableCommand(associateRouteTableParams2) + ); + console.log( + "Route Table associated successfully with Subnet 2:", + subnetData2.Subnet.SubnetId + ); + + return { + securityGroup, + subnets: [subnetData1.Subnet, subnetData2.Subnet], + }; + } catch (err) { + console.error("Error creating VPC or subnets:", err); + return []; + } +} + +async function getDefaultSecurityGroup(ec2Client, vpcId) { + try { + const params = { + Filters: [ + { + Name: "vpc-id", + Values: [vpcId], + }, + { + Name: "group-name", + Values: ["default"], + }, + ], + }; + + const data = await ec2Client.send( + new DescribeSecurityGroupsCommand(params) + ); + + if (data.SecurityGroups && data.SecurityGroups.length > 0) { + const defaultSecurityGroup = data.SecurityGroups[0]; + console.log("Default security group for VPC:", defaultSecurityGroup); + return defaultSecurityGroup; + } else { + console.log("No default security group found for VPC:", vpcId); + } + } catch (err) { + console.error("Error retrieving the default security group:", err); + } +} diff --git a/functions/fargate/setup/workflow_mapping_config.json b/functions/fargate/setup/workflow_mapping_config.json new file mode 100644 index 0000000..abdbdb9 --- /dev/null +++ b/functions/fargate/setup/workflow_mapping_config.json @@ -0,0 +1,25 @@ +{ + "dataProvider": { + "cpu": 1024, + "memory": 4096, + "image": "data_provider_ecr_url" + }, + "dataContainer": { + "image": "data_container_ecr_url" + }, + "default": { + "cpu": 1024, + "memory": 4096, + "image": "worker_ecr_url" + }, + "mProject": { + "cpu": 2048, + "memory": 8192, + "image": "mProject_worker_ecr_url" + }, + "mDiffFit": { + "cpu": 512, + "memory": 2048, + "image": "mDiffFit_worker_ecr_url" + } +} \ No newline at end of file diff --git a/functions/fargate/utils.js b/functions/fargate/utils.js new file mode 100644 index 0000000..3b72846 --- /dev/null +++ b/functions/fargate/utils.js @@ -0,0 +1,327 @@ +const { S3, ECS } = require("aws-sdk"); + +const ecs = new ECS({ region: "us-east-1" }); // aws sdk doesn't load region by default +const s3 = new S3(); + +const maxRetryWait = 10 * 60 * 1000; // 10 minutes +const minRetryWait = 0; +let tasks_completed = 0; +let tasks_failed = 0; +let tasks_retry = 0; +let start_errors = 0; + +// Using token bucket to avoid rate limiting errors +class TokenBucket { + constructor(capacity, fillPerSecond) { + this.capacity = capacity; + this.tokens = capacity; + this.taken = 0; + setInterval(() => this.addToken(), 1000 / fillPerSecond); + } + + addToken() { + if (this.tokens < this.capacity) { + this.tokens += 1; + } + } + + take() { + if (this.tokens > 0) { + this.tokens -= 1; + this.taken += 1; + return true; + } + + return false; + } +} + +class TaskLimitError extends Error { + constructor() { + super(); + this.name = "TaskLimitError"; + } +} + +// Error messages for throttling exceptions +const FAILURE_LIMIT_EXCEEDED = [ + "You’ve reached the limit on the number of tasks you can run concurrently", + "You’ve reached the limit on the number of vCPUs you can run concurrently", +]; + +const bucket = new TokenBucket(100, 2); + +async function runTask(jobMessage, config) { + console.log( + `[LOG] ${config.taskId.replace(/:/g, "__")} - ${Date.now()} - ${ + config.executor.executable + } - RunTask` + ); + + await ecs + .runTask(await createFargateTask(jobMessage, config)) + .promise() + .then(async function (data) { + if (!data.failures || data.failures.length === 0) { + console.log( + `[LOG] ${config.taskId.replace(/:/g, "__")} - ${Date.now()} - ${ + config.executor.executable + } - StartTask` + ); + } + if ( + data.failures && + data.failures + .map((failure) => FAILURE_LIMIT_EXCEEDED.includes(failure.reason)) + .some((x) => x) + ) { + console.log("Error: " + data.failures[0].reason); + console.log("vCPU_USED: " + vCPU_used); + throw new TaskLimitError(); + } else if (data.failures && data.failures.length > 0) { + start_errors++; + console.log("Error: ", data.failures[0]); + } + + let taskArn = data.tasks[0].taskArn; + let containerStatusCode = await waitAndGetExitCode(taskArn, config); + console.log( + `[LOG] ${config.taskId.replace(/:/g, "__")} - ${Date.now()} - ${ + config.executor.executable + } - TaskFinish` + ); + if (containerStatusCode !== 0) { + console.log( + "Error: container returned non-zero exit code: " + + containerStatusCode + + " for task " + + config.executor.executable + + " with arn: " + + taskArn + ); + tasks_failed++; + return; + } + console.log( + "Fargate task: " + + config.name + + " with arn: " + + taskArn + + " completed successfully." + ); + tasks_completed++; + console.log( + "Tasks completed: " + tasks_completed, + " Tasks running: " + runningTasks, + " Tasks failed: " + tasks_failed, + " Tasks retried: " + tasks_retry, + " Start errors: " + start_errors + ); + vCPU_used -= parseInt(data.tasks[0].cpu); + + runningTasks--; + }); +} + +async function backoffWait(times) { + let backoffTimes = Math.pow(2, times); + let backoffWaitTime = Math.floor(Math.random() * backoffTimes) * 500; + if (backoffWaitTime > maxRetryWait) { + backoffWaitTime = maxRetryWait; + } + if (backoffWaitTime < minRetryWait) { + backoffWaitTime = minRetryWait; + } + console.log("Waiting for " + backoffWaitTime + " milliseconds."); + return new Promise((resolve) => setTimeout(resolve, backoffWaitTime)); +} + +async function createFargateTask(jobMessage, config) { + const executor_config = await getConfig(config.workdir); + + let taskDef = await getTaskDefinition(config); + let taskContainer = await getTaskContainer(taskDef); + return { + taskDefinition: taskDef, + cluster: executor_config.cluster_arn, + count: 1, + enableECSManagedTags: false, + launchType: "FARGATE", + networkConfiguration: { + awsvpcConfiguration: { + subnets: [executor_config.subnet_1, executor_config.subnet_2], + assignPublicIp: "ENABLED", + securityGroups: [], + }, + }, + overrides: { + containerOverrides: [ + { + command: ["npm", "start", jobMessage], + name: taskContainer, + }, + ], + }, + platformVersion: "LATEST", + startedBy: "hyperflow", + }; +} + +async function getTaskDefinition(config) { + const executor_config = await getConfig(config.workdir); + const executable = config.executor.executable; + const mapping = executor_config.tasks_mapping; + if (mapping === undefined) { + let errorMessage = "Missing tasks_mapping in config"; + console.log(errorMessage); + return; + } + let taskDefinition = + mapping[executable] === undefined + ? mapping["default"] + : mapping[executable]; + if (taskDefinition === undefined) { + let errorMessage = + "No task tasks_mapping nor default tasks_mapping is defined for " + + executable; + console.log(errorMessage); + return; + } + return taskDefinition; +} + +async function getTaskContainer(taskDefinition) { + let task = await ecs.describeTaskDefinition({ taskDefinition }).promise(); + return task.taskDefinition.containerDefinitions[0].name; +} + +async function waitAndGetExitCode(taskArn, config) { + const executor_config = await getConfig(config.workdir); + + const payload = { + tasks: [taskArn], + cluster: executor_config.cluster_arn, + }; + let taskList = await ecs.describeTasks(payload).promise(); + while (taskList.tasks[0].lastStatus !== "STOPPED") { + await sleep(5000); + taskList = await ecs.describeTasks(payload).promise(); + } + return taskList.tasks[0].containers[0].exitCode; +} + +async function getConfig(workdir) { + let config; + try { + config = require(workdir + "/awsFargateCommand.config.js"); + } catch (e) { + console.log( + "No config in " + workdir + ", loading config from default location: ." + ); + config = require("./awsFargateCommand.config.js"); + } + return config; +} + +async function getJobMessage(ins, outs, config) { + const executor_config = await getConfig(config.workdir); + + const options = executor_config.options; + if (config.executor.hasOwnProperty("options")) { + let executorOptions = config.executor.options; + for (let opt in executorOptions) { + if (executorOptions.hasOwnProperty(opt)) { + options[opt] = executorOptions[opt]; + } + } + } + const randomString = (Math.random() * 1e12).toString(36); + + let logName; + if (executor_config.metrics) { + logName = "log_" + randomString; + } + + const executable = config.executor.executable; + let jobMessage = JSON.stringify({ + executable: executable, + args: config.executor.args, + env: config.executor.env || { nodeName: "fargateNode" }, + inputs: ins.map((i) => i), + outputs: outs.map((o) => o), + options: options, + stdout: config.executor.stdout, + logName: logName, + taskId: config.taskId, + name: config.name, + }); + + if (jobMessage.length > 6800) { + // if payload is bigger than 8192 bytes (npm argument size limit), it is send via S3 + const fileName = "config_" + randomString; + const fileContent = jobMessage; + const uploadParams = { + Bucket: options.bucket, + Key: "tmp/" + fileName, + ContentType: "text/plain", + Body: fileContent, + }; + const downloadParams = { + Bucket: options.bucket, + Key: "tmp/" + fileName, + }; + jobMessage = "S3=" + JSON.stringify(downloadParams); + await s3.putObject(uploadParams).promise(); + } + + return jobMessage; +} + +async function runTaskWithRetryStrategy(times, jobMessages, config) { + try { + while (!bucket.take()) { + await sleep(100 + Math.floor(Math.random() * 200)); + } + await runTask(jobMessages, config); + } catch (error) { + if ( + [ + "ThrottlingException", + "NetworkingError", + "TaskLimitError", + "ThrottlingException: Rate exceeded", + ].includes(error.name) + ) { + console.log( + "Fargate runTask method threw " + + error.name + + ", performing retry number " + + (times + 1) + ); + await backoffWait(times); + tasks_retry++; + await runTaskWithRetryStrategy(times + 1, jobMessages, config); + } else { + console.log( + "Unexpected error - Running fargate task " + + config.executor.executable + + " failed after " + + times + + " retries, error: " + + error + ); + start_errors++; + } + } +} + +function sleep(ms) { + return new Promise((resolve) => setTimeout(resolve, ms)); +} + +module.exports = { + runTaskWithRetryStrategy, + getJobMessage, + getConfig, + sleep, +}; diff --git a/functions/fargate/workflow.config.jobAgglomerations.json b/functions/fargate/workflow.config.jobAgglomerations.json new file mode 100644 index 0000000..a14d41b --- /dev/null +++ b/functions/fargate/workflow.config.jobAgglomerations.json @@ -0,0 +1,7 @@ +[ + { + "matchTask": ["executable"], + "size": "number", + "timeoutMs": "number" + } +] diff --git a/functions/index.js b/functions/index.js index 4476ae1..70eb22f 100644 --- a/functions/index.js +++ b/functions/index.js @@ -1,7 +1,7 @@ var cmd = require('./command.js'), amqpCmd = require('./amqpCommand.js'), RESTCmd = require('./RESTServiceCommand.js'), - fargateCmd = require('./awsFargateCommand.js'), + fargateCmd = require('./fargate/awsFargateCommand.js'), lambdaCmd = require('./awsLambdaCommand.js'), commandLocalMock = require('./commandLocalMock.js'), redisCommand = require('./redisCommand.js').redisCommand, diff --git a/functions/kubernetes/k8sCommand.js b/functions/kubernetes/k8sCommand.js index 8f4d6c7..584df1c 100644 --- a/functions/kubernetes/k8sCommand.js +++ b/functions/kubernetes/k8sCommand.js @@ -1,7 +1,7 @@ // Runs a job as a Pod (Kubernetes Job) in a Kubernetes cluster const k8s = require('@kubernetes/client-node'); -var BufferManager = require('./buffer_manager.js').BufferManager; +var BufferManager = require('../buffer_utils/buffer_manager.js').BufferManager; var RestartCounter = require('./restart_counter.js').RestartCounter; var submitK8sJob = require('./k8sJobSubmit.js').submitK8sJob; var amqpEnqueueJobs = require('./amqpConnector.js').enqueueJobs;