ArchFit 📐🏋️‍♀️

Validate the fitness of your AWS solutions — without the heavy lifting!

Currently, ArchFit enables you to check:

• API Gateway error rate
• API Gateway request validation presence
• Custom tagged resources
• DynamoDB on-demand mode
• DynamoDB provisioned throughput rightsizing
• Lambda ARM architecture use
• Lambda dead-letter queue use
• Lambda memory cap
• Lambda recent runtime use
• Lambda timeout ratios
• Lambda versioning
• Public exposure of S3 buckets and RDS instances
• Ratio of servers to serverless
• Spend trend

For more details on the fitness functions ("tests") themselves, see below.

Example

You can use ArchFit as a CLI tool. Just make sure you have an archfit.json configuration file in the directory! It's really easy, just a simple:

archfit

Or use it as a library! Here's a complete set of fitness functions.

import { ArchFitConfiguration, createNewArchFit } from 'archfit';

async function run() {
  const config: ArchFitConfiguration = {
    region: 'eu-north-1',    // AWS region
    currency: 'EUR',         // AWS currency
    period: 30,              // period in days to cover
    writeReport: true,       // writes a report to `archfit.results.json`
    tests: [
      { name: 'APIGatewayErrorRate', threshold: 0 },
      { name: 'APIGatewayRequestValidation', threshold: 0 },
      {
        name: 'CustomTaggedResources',
        threshold: 50,
        required: ['STAGE', 'Usage']
      },
      { name: 'DynamoDBOnDemandMode', threshold: 100 },
      { name: 'DynamoDBProvisionedThroughput', threshold: 5 },
      { name: 'LambdaArchitecture', threshold: 100 },
      { name: 'LambdaDeadLetterQueueUsage', threshold: 100 },
      { name: 'LambdaMemoryCap', threshold: 512 },
      { name: 'LambdaRuntimes', threshold: 100 },
      { name: 'LambdaTimeouts', threshold: 0 },
      { name: 'LambdaVersioning', threshold: 0 },
      { name: 'PublicExposure', threshold: 0 },
      { name: 'RatioServersToServerless', threshold: 0 },
      {
        name: 'SpendTrend',
        threshold: 0
      }
    ]
  };

  const archfit = await createNewArchFit(config);
  const results = archfit.runTests();

  console.log(results);
}

run();

Because ArchFit bundles a lot of AWS SDKs, it probably won't be an ideal fit in, for example, serverless functions that run a lot.

Usage

Prerequisites

You'll of course need an AWS account and appropriate credentials to run the various AWS SDKs and make calls to AWS' APIs.

Note that ArchFit runs on a single region. If you need results for multiple regions, you'll need to run ArchFit multiple times (once for each region).

Installation

Global install

For a global install, run npm install -g archfit or your equivalent command.

Local install

For a local install, step into your desired root diretory and run npm install -D archfit (you'll probably want to use it as a dev dependency) or your equivalent command.

Configuration

You'll need to provide a configuration in one of two ways:

• For library use, pass the configuration object to createNewArchFit() (see the example above)
• For CLI use, ArchFit will attempt to read archfit.json from the directory in which it's run from

Required values

region: The AWS region you want to run the fitness functions in.

Optional values

currency: An AWS-supported currency, defaults to USD.

period: A number of days which many of the data collection calls will use when getting data, defaults to 30.

writeReport: Writes a test/run report to archfit.results.json, defaults to false.

Running it

Global use

Just run archfit in your CLI of choice.

Local use

The recommended way is to run npx archfit.

Fitness functions

API Gateway error rate

Measures the daily server error rate of all API Gateway instances.

The threshold refers to the maximum daily average error rate for any given API Gateway.

{ name: 'APIGatewayErrorRate', threshold: 0 }

API Gateway request validation presence

Measures if the number of API Gateway request validators is above the threshold.

{ name: 'APIGatewayRequestValidation', threshold: 0 }

Custom tagged resources

Checks if the number of resources with the given tags is greater than or equal to the given threshold.

This is calculated as a percentage of all tagged resources.

Note that tags are case-sensitive.

{
  name: 'CustomTaggedResources',
  threshold: 50,
  required: ['STAGE', 'Usage']
}

DynamoDB on-demand mode

Check if DynamoDB tables are using on-demand mode.

Success is calculated as the percentage of tables that are using on-demand mode vs those which aren't.

{ name: 'DynamoDBOnDemandMode', threshold: 100 }

DynamoDB provisioned throughput rightsizing

Checks if the provisioned throughput of DynamoDB tables are within the specified threshold.

The threshold adds a "tolerance"/variance as a number of percent on top of the capacity utilization.

{ name: 'DynamoDBProvisionedThroughput', threshold: 5 }

Lambda ARM architecture use

Check if Lambda functions are using ARM architecture.

The threshold represents the minimum percentage of functions that should be using ARM architecture.

{ name: 'LambdaArchitecture', threshold: 100 }

Lambda dead-letter queue use

Check if Lambda functions have dead letter queues.

The threshold represents the minimum percentage of Lambda functions that should have dead letter queues.

{ name: 'LambdaDeadLetterQueueUsage', threshold: 100 }

Lambda memory cap

Check that the memory cap of all Lambda functions is not greater than the threshold.

{ name: 'LambdaMemoryCap', threshold: 512 }

Lambda recent runtime use

Checks if Lambda functions are using recent runtimes.

The threshold represents the minimum percentage of Lambda functions that need to use recent runtimes.

{ name: 'LambdaRuntimes', threshold: 100 }

Lambda timeout ratios

Fitness function to measure if there are acceptable timeout ratios for Lambda functions.

The threshold represents the number of percent of timeouts vs invocations that a Lambda function must have.

{ name: 'LambdaTimeouts', threshold: 0 }

Lambda versioning

Checks if Lambda functions have versioning enabled.

The threshold represents the number of percent of Lambda functions that must be versioned. The threshold is a "less or equal" check, meaning that:

• If the threshold is 100%, then all Lambda functions must be versioned.
• If the threshold is 0%, then no Lambda functions must be versioned.

{ name: 'LambdaVersioning', threshold: 0 }

Public exposure of S3 buckets and RDS instances

Fitness function to evaluate if there are too many public resources.

The threshold represents an absolute number.

{ name: 'PublicExposure', threshold: 0 }

Ratio of servers to serverless

Calculates the ratio of servers to serverless functions/containers (well, to be frank, a percentage).

{ name: 'RatioServersToServerless', threshold: 0 }

Spend trend

Checks if predicted spend is less than or equal to the threshold. The threshold is calculated as a percentage on top of the last month's spend.

{
  name: 'SpendTrend',
  threshold: 0
}

Known limitations and behaviors

• This won't do any looping/pagination calls. If you have a very big set of resources, ArchFit will currently only get the first page of results for calls to the AWS APIs.

Ideas

• Lambda Throttles, DestinationDeliveryFailures, DeadLetterErrors, Duration (e.g. "p95")
• Ephemeral disk use
• Full queues?
• Time in queue?
• Dropped messages
• Cold starts
• Concurrency
• Data transfer costs trend
• Security vulnerabilities?
• Compliance?
• Event source integration/failure?