diff --git a/README.md b/README.md index a2f94a6d6..bcb842cc7 100644 --- a/README.md +++ b/README.md @@ -125,8 +125,8 @@ serverless install -u https://github.com/serverless/examples/tree/master/folder- | [Aws Ruby Line Bot](https://github.com/serverless/examples/tree/master/aws-ruby-line-bot)
Example demonstrates how to setup a simple Line echo bot on AWS | ruby | | [Aws Ruby Simple Http Endpoint](https://github.com/serverless/examples/tree/master/aws-ruby-simple-http-endpoint)
Example demonstrates how to setup a simple HTTP GET endpoint | ruby | | [Aws Ruby Sinatra Dynamodb Api](https://github.com/serverless/examples/tree/master/aws-ruby-sinatra-dynamodb-api)
Example of a Ruby Sinatra API service backed by DynamoDB with traditional Serverless Framework | ruby | +| [Aws Ruby Step Functions Callback](https://github.com/serverless/examples/tree/master/aws-ruby-step-functions-with-callback)
Ruby example that make usage of AWS Step Functions with callback pattern, AWS Lambda, DynamoDB, Amazon Comprehend, API Gateway, and Step Functions flows | ruby | | [Serverless Ruby Sqs Dynamodb](https://github.com/serverless/examples/tree/master/aws-ruby-sqs-with-dynamodb)
A serverless ruby example that creates DynamoDB records with the usage of SQS, API Gateway, and AWS Lambda functions. | ruby | -| [Serverless Ruby Sqs Dynamodb](https://github.com/serverless/examples/tree/master/aws-ruby-sqs-with-dynamodb/src)
A serverless ruby example that creates DynamoDB records with usage of SQS, API Gateway, and AWS Lambda functions | ruby | | [Aws Ruby Step Functions](https://github.com/serverless/examples/tree/master/aws-ruby-step-functions)
Ruby example that make usage of AWS Step Functions with AWS Lambda, DynamoDB and Step Functions flows. | ruby | | [Aws Rust Simple Http Endpoint](https://github.com/serverless/examples/tree/master/aws-rust-simple-http-endpoint)
Example demonstrates how to setup a simple HTTP GET endpoint with rust | nodeJS | | [Azure Nodejs](https://github.com/serverless/examples/tree/master/azure-node-line-bot)
Azure Functions sample for the Serverless framework | nodeJS | diff --git a/aws-ruby-step-functions-with-callback/Gemfile b/aws-ruby-step-functions-with-callback/Gemfile new file mode 100644 index 000000000..43fe6a6bc --- /dev/null +++ b/aws-ruby-step-functions-with-callback/Gemfile @@ -0,0 +1,5 @@ +source 'https://rubygems.org' + +gem 'aws-sdk-comprehend' +gem 'aws-sdk-dynamodb' +gem 'aws-sdk-states' diff --git a/aws-ruby-step-functions-with-callback/README.md b/aws-ruby-step-functions-with-callback/README.md new file mode 100644 index 000000000..e1cb77a7f --- /dev/null +++ b/aws-ruby-step-functions-with-callback/README.md @@ -0,0 +1,231 @@ + +# Ruby AWS Step Functions with Callback pattern + +This is an example of using `AWS Step Functions` with [callback pattern](https://docs.aws.amazon.com/step-functions/latest/dg/callback-task-sample-sqs.html). It uses `AWS Lambda`, `DynamoDB`, `API Gateway`, `Amazon Comprehend`, `flows` from `Step Functions`. + + +## Diagram + +![draw](./images/step-functions-with-callback.png) + +![diagram](./images/stepfunctions-with-callback-graph.png) + + +This Workflow is quite simple. Assuming we have a comment system in our application, we would like to check for PII data before adding the comment to the database. + +To do this, we use Amazon Comprehend which, based on trained ML models, checks if a given unstructured text contains sensitive data and returns information on which positions in the sentence it is located. + +When detecting sensitive data with Amazon Comprehend, we use the `taskToken` from AWS `step functions` to wait for the detection results and continue our workflow. + +Keep in mind, that `taskToken` is generated by Step Functions automatically. + +Then, depending on the detection results, we perform a redaction process, replacing the sensitive data with an asterisk (*) + +At the very end, the redacted comment is saved into the database (DynamoDB) + + +![detailed-diagram](./images/detailed-diagram-callback-sf.png) + +## Setup + +`npm install` to install all needed packages. + +## Deployment + +In order to deploy the service run: + +```bash +sls deploy +``` + +for deploying with a specific `profile` (located in `~/.aws/credentials`) you can simply use the command: + +```bash +AWS_PROFILE=YOUR_PROFILE_NAME sls deploy +``` + +for deploying to the specific stage, let's say `staging` do: + +```bash +sls deploy --stage staging +``` + +The expected result should be similar to: + +```bash +Serverless: Running "serverless" installed locally (in service node_modules) +Serverless: Packaging service... +Serverless: Excluding development dependencies... +Serverless: Clearing previous build ruby layer build +[ '2.2' ] +Serverless: Installing gem using local bundler +Serverless: Zipping the gemfiles to /.serverless/ruby_layer/gemLayer.zip +Serverless: Configuring Layer and GEM_PATH to the functions +✓ State machine "WorkflowWithCallback" definition is valid +Serverless: Uploading CloudFormation file to S3... +Serverless: Uploading artifacts... +Serverless: Uploading service aws-ruby-step-functions-with-callback.zip file to S3 (137.4 KB)... +Serverless: Uploading service gemLayer.zip file to S3 (749.01 KB)... +Serverless: Validating template... +Serverless: Updating Stack... +Serverless: Checking Stack update progress... +......................... +Serverless: Stack update finished... +Service Information +service: aws-ruby-step-functions-with-callback +stage: dev +region: us-east-1 +stack: aws-ruby-step-functions-with-callback-dev +resources: 19 +api keys: + None +endpoints: +functions: + check-comment: aws-ruby-step-functions-with-callback-dev-check-comment + redact-comment: aws-ruby-step-functions-with-callback-dev-redact-comment +layers: + gem: arn:aws:lambda:your-region:XXXXXXXXXXX:layer:aws-ruby-step-functions-with-callback-dev-ruby-bundle:49 +Serverless StepFunctions OutPuts +endpoints: + POST - https://XXXXXXXXXXXX.execute-api.your-region.amazonaws.com/dev/comments/add +``` + +## Usage + +There are two possible ways of invoking the example: + +## Via Api Gateway + + After the deployment, grab the POST endpoint for this service. You can make a API call either by cURL or some tools like Postman. + +Use payload like: + +```json +{ + "comment": "My pin number is 1234", + "author": "Daniel" +} +``` + +or something with more PII data included: + +```json +{ + "comment": "Good morning, everybody. My name is Van Bokhorst Serdar, and today I feel like sharing a whole lot of personal information with you. Let's start with my Email address SerdarvanBokhorst@dayrep.com. My address is 2657 Koontz Lane, Los Angeles, CA. My phone number is 818-828-6231. My Social security number is 548-95-6370. My Bank account number is 940517528812 and routing number 195991012. My credit card number is 5534816011668430, Expiration Date 6/1/2022, my C V V code is 121, and my pin 123456. Well, I think that's it. You know a whole lot about me. And I hope that Amazon comprehend is doing a good job at identifying PII entities so you can redact my personal information away from this document. Let's check.", + "author": "Daniel" +} +``` +As a response you will get: + +```json +{ + "executionArn": "arn:aws:states:your-region:XXXXXXXXXXXX:execution:workflow-with-callback-dev:79fa0214-8533-4506-b47f-513ca8721fe0", + "startDate": 1.628965530156E9 +} +``` + +![dynamo](./images/postman.png) + + +After it, you can then check the Dynamo database to see if a record has been created. + +![dynamo](./images/dynamodb-results.png) + + +## Via AWS Dashboard + +After the deployment, go to the AWS Dashboard, and enter Step Functions page. You will see a newly created state machine. + +Open the state machine and click on `Start Execution`. You need to provide the input in the JSON schema. + +Example: + +```json +{ + "comment": "My pin number is 1234", + "author": "Daniel" +} +``` + +or something with more PII data included: + +```json +{ + "comment": "Good morning, everybody. My name is Van Bokhorst Serdar, and today I feel like sharing a whole lot of personal information with you. Let's start with my Email address SerdarvanBokhorst@dayrep.com. My address is 2657 Koontz Lane, Los Angeles, CA. My phone number is 818-828-6231. My Social security number is 548-95-6370. My Bank account number is 940517528812 and routing number 195991012. My credit card number is 5534816011668430, Expiration Date 6/1/2022, my C V V code is 121, and my pin 123456. Well, I think that's it. You know a whole lot about me. And I hope that Amazon comprehend is doing a good job at identifying PII entities so you can redact my personal information away from this document. Let's check.", + "author": "Daniel" +} +``` + +Later on, simply start the excecution. + +After it, you can then check the Dynamo database to see if a record has been created. + +As we use `Standard` workflow type, feel free to check the executions: + +![executions](./images/output.png) + + +If there are no detections, the redaction process will not be triggered, so flow will look like this: + +![without-redaction](./images/data-without-pii.png) + + +## Log retention + +The log retention is setup for 30 days. To change it simply change the value of this attribute in `serverless.yml` file: + + +``` bash +logRetentionInDays: 30 +``` + +## Advanced configuration +More options (like alerting in case of failed excecutions), could be found in the plugin [repository](https://github.com/serverless-operations/serverless-step-functions). + +## Structure + +| Path | Explanation | +|-----------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------| +| `./src` | All code for the project. | +| `./src/handlers/send_token` | Handler for lambda. | +| `./src/common/` | Space for common, reusable pieces of code. | +| `./src/common/adapters/step_functions_adapter.rb` | Adapter for the AWS Step Functions with the usage of AWS SDK for Ruby. Only used for sending success and failure task_token. | +| `./src/common/services/send_task_token_service.rb` | The service object pattern is widely used within ruby/rails developers. A class that is responsible for doing only one thing. In our case is handling task token. | +| `./src/common/services/detection_service.rb` | Responsible for making detection with Amazon Comprehend to detect PII data. | +| `./src/common/services/redaction_service.rb` | Responsible for redacting comment based on the Amazon Comprehend detection results. | + +## Serverless plugins + +For this example, there are two serverless plugins used: + +| Plugin | Explanation | +|-----------------------|------------------------------------------------------------------------------------------------| +| [serverless-ruby-layer](https://www.npmjs.com/package/serverless-ruby-layer) | For bundling ruby gems from `Gemfile` and deploys them to the lambda layer. | +| [serverless-step-functions](https://www.npmjs.com/package/serverless-step-functions) | Serverless Framework plugin for AWS Step Functions. | + +## Ruby gems + +| Gem | Explanation | +|--------------------|--------------------------------------------------------------------------------------------------------------------------------| +| `aws-sdk-comprehend` | It's a part of the AWS SDK for Ruby. Used for Amazon Comprehend, in the case of this example - the detection of the PII data. | +| `aws-sdk-dynamodb` | It's a part of the AWS SDK for Ruby. Used for DynamoDB, in the case of this example - the creation of the new record. | +| `aws-sdk-states` | It's a part of the AWS SDK for Ruby. Used for AWS Step Functions. | + +## Remove service + +To remove the service do: + +```bash +sls remove +``` +And the stack will be removed from the AWS. \ No newline at end of file diff --git a/aws-ruby-step-functions-with-callback/images/data-without-pii.png b/aws-ruby-step-functions-with-callback/images/data-without-pii.png new file mode 100644 index 000000000..bd88bd1bc Binary files /dev/null and b/aws-ruby-step-functions-with-callback/images/data-without-pii.png differ diff --git a/aws-ruby-step-functions-with-callback/images/detailed-diagram-callback-sf.png b/aws-ruby-step-functions-with-callback/images/detailed-diagram-callback-sf.png new file mode 100644 index 000000000..3655c6066 Binary files /dev/null and b/aws-ruby-step-functions-with-callback/images/detailed-diagram-callback-sf.png differ diff --git a/aws-ruby-step-functions-with-callback/images/dynamodb-results.png b/aws-ruby-step-functions-with-callback/images/dynamodb-results.png new file mode 100644 index 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"author": "Daniel Aniszkiewicz", + "license": "MIT", + "dependencies": { + "serverless-ruby-layer": "^1.5.0" + }, + "devDependencies": { + "serverless": "^2.46.0", + "serverless-step-functions": "^3.0.0" + } +} diff --git a/aws-ruby-step-functions-with-callback/serverless.yml b/aws-ruby-step-functions-with-callback/serverless.yml new file mode 100644 index 000000000..fde885816 --- /dev/null +++ b/aws-ruby-step-functions-with-callback/serverless.yml @@ -0,0 +1,137 @@ +service: aws-ruby-step-functions-with-callback + +frameworkVersion: '2' + +provider: + name: aws + region: us-east-1 + runtime: ruby2.7 + memorySize: 256 + timeout: 10 + logRetentionInDays: 30 + lambdaHashingVersion: 20201221 + iam: + role: + statements: + - Effect: Allow + Action: + - states:SendTaskFailure + - states:SendTaskSuccess + Resource: + - '*' + - Effect: Allow + Action: + - comprehend:DetectPiiEntities + Resource: + - '*' + - Effect: Allow + Action: + - dynamodb:PutItem + Resource: + - !GetAtt Table.Arn +functions: + check-comment: + handler: src/handlers/check_comment/handler.run + environment: + region: ${self:provider.region} + redact-comment: + handler: src/handlers/redact_comment/handler.run +plugins: + - serverless-ruby-layer + - serverless-step-functions +custom: + stateMachineName: workflow-with-callback-${sls:stage} + tableName: ${self:service}-${sls:stage} + rubyLayer: + include_functions: + - check-comment + - redact-comment + +resources: + Resources: + Table: + Type: AWS::DynamoDB::Table + Properties: + TableName: ${self:custom.tableName} + Tags: + - Key: Application + Value: ${self:service} + - Key: Stage + Value: ${sls:stage} + BillingMode: PAY_PER_REQUEST + AttributeDefinitions: + - AttributeName: id + AttributeType: S + KeySchema: + - AttributeName: id + KeyType: HASH + +stepFunctions: + stateMachines: + WorkflowWithCallback: + name: ${self:custom.stateMachineName} + events: + - http: + path: comments/add + method: POST + definition: + StartAt: Pass Params + States: + Pass Params: + Type: Pass + Next: Run Detection + Parameters: + comment.$: $.comment + author.$: $.author + Run Detection: + Type: Task + Resource: arn:aws:states:::lambda:invoke.waitForTaskToken + Parameters: + FunctionName: + Fn::GetAtt: [check-comment, Arn] + Payload: + task_token.$: $$.Task.Token + comment.$: $.comment + Retry: + - ErrorEquals: + - Lambda.ServiceException + - Lambda.AWSLambdaException + - Lambda.SdkClientException + IntervalSeconds: 2 + MaxAttempts: 6 + BackoffRate: 2 + ResultPath: $.result + Next: Is Detection Result + Is Detection Result: + Type: Choice + Choices: + - Variable: $.result + StringEquals: No result + Next: Save to DB + Default: Redact Comment + Redact Comment: + Type: Task + Resource: + Fn::GetAtt: [redact-comment, Arn] + ResultPath: $.comment + Retry: + - ErrorEquals: + - Lambda.ServiceException + - Lambda.AWSLambdaException + - Lambda.SdkClientException + IntervalSeconds: 2 + MaxAttempts: 6 + BackoffRate: 2 + Next: Save to DB + Save to DB: + Type: Task + Resource: arn:aws:states:::dynamodb:putItem + Parameters: + TableName: ${self:custom.tableName} + Item: + id: + S.$: $.author + comment: + S.$: $.comment + End: true + validate: true diff --git a/aws-ruby-step-functions-with-callback/src/common/adapters/step_functions_adapter.rb b/aws-ruby-step-functions-with-callback/src/common/adapters/step_functions_adapter.rb new file mode 100644 index 000000000..32cb75991 --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/common/adapters/step_functions_adapter.rb @@ -0,0 +1,45 @@ +# frozen_string_literal: true + +require 'aws-sdk-states' +require 'logger' + +class StepFunctionsAdapter + + attr_reader :sf_client, :task_token, :output + + def initialize(task_token:, output:) + @sf_client = Aws::States::Client.new + @task_token = task_token + @output = output + end + + def send_task_success + sf_client.send_task_success(success_task_token_data(task_token: task_token, output: JSON.generate(output))) + logger.info('Success task') + end + + def send_task_failure + sf_client.send_task_failure(failure_task_token_data(task_token: task_token, output: output)) + logger.info('Failed task') + end + + private + + def success_task_token_data(task_token:, output:) + { + task_token: task_token, + output: output + } + end + + def failure_task_token_data(task_token:, output:) + { + task_token: task_token, + error: output + } + end + + def logger + @logger ||= Logger.new($stdout) + end +end diff --git a/aws-ruby-step-functions-with-callback/src/common/services/detection_service.rb b/aws-ruby-step-functions-with-callback/src/common/services/detection_service.rb new file mode 100644 index 000000000..15c26ba4e --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/common/services/detection_service.rb @@ -0,0 +1,39 @@ +# frozen_string_literal: true + +require 'aws-sdk-comprehend' + +class DetectionService + + DetectionSchema = Struct.new(:begin_offset, :end_offset) + + def initialize(comment) + @comprehend_client = Aws::Comprehend::Client.new(region: ENV['region']) + @comment = comment + @result = [] + end + + def call + result = detect_pii_entities(comment) + pii_detected?(result) ? build_result(result.entities) : 'No result' + end + + attr_reader :comprehend_client, :comment, :result + + private + + def build_result(entities) + structed_result = [] + entities.each do |entity| + structed_result << Hash[begin_offset: entity[:begin_offset], end_offset: entity[:end_offset]] + end + structed_result + end + + def detect_pii_entities(content_to_be_analyzed) + comprehend_client.detect_pii_entities(text: content_to_be_analyzed, language_code: 'en') + end + + def pii_detected?(result) + result.entities.any? + end +end diff --git a/aws-ruby-step-functions-with-callback/src/common/services/redaction_service.rb b/aws-ruby-step-functions-with-callback/src/common/services/redaction_service.rb new file mode 100644 index 000000000..efbc9ca0b --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/common/services/redaction_service.rb @@ -0,0 +1,31 @@ +# frozen_string_literal: true + +class RedactionService + + CHARACTER_TO_CLEANUP_CONTENT = '*' + + def initialize(comment_to_redact, detection_result) + @comment_to_redact = comment_to_redact + @detection_result = detection_result + end + + def call + redact_note(detection_result, comment_to_redact) + end + + attr_reader :comment_to_redact, :detection_result + + private + + def redact_note(entities, comment_to_redact) + redacted_comment = comment_to_redact.dup + entities.each do |entity| + redacted_comment[entity['begin_offset'], entity_offset_difference(entity)] = CHARACTER_TO_CLEANUP_CONTENT * entity_offset_difference(entity) + end + redacted_comment + end + + def entity_offset_difference(entity) + entity['end_offset'] - entity['begin_offset'] + end +end diff --git a/aws-ruby-step-functions-with-callback/src/common/services/send_task_token_service.rb b/aws-ruby-step-functions-with-callback/src/common/services/send_task_token_service.rb new file mode 100644 index 000000000..b37619e2d --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/common/services/send_task_token_service.rb @@ -0,0 +1,33 @@ +# frozen_string_literal: true + +require_relative '../adapters/step_functions_adapter' + +class SendTaskTokenService + + def initialize(task_token, status, output) + @task_token = task_token + @status = status + @output = output + end + + def call + send_task + end + + private + + attr_reader :task_token, :status, :output + + def send_task + send_task = StepFunctionsAdapter.new(task_token: task_token, output: output) + if status_success? + send_task.send :send_task_success + else + send_task.send :send_task_failure + end + end + + def status_success? + status == 'success' + end +end diff --git a/aws-ruby-step-functions-with-callback/src/handlers/check_comment/handler.rb b/aws-ruby-step-functions-with-callback/src/handlers/check_comment/handler.rb new file mode 100644 index 000000000..4fb691a26 --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/handlers/check_comment/handler.rb @@ -0,0 +1,22 @@ +# frozen_string_literal: true + +require_relative '../../common/services/send_task_token_service' +require_relative '../../common/services/detection_service' + +def run(event:, context:) + task_token = event['task_token'] + comment = event['comment'] + + check_content_comment(comment, task_token) +end + +def send_task_token(task_token, status, response) + SendTaskTokenService.new(task_token, status, response).call +end + +def check_content_comment(comment, task_token) + response = DetectionService.new(comment).call + send_task_token(task_token, 'success', response) +rescue => error + send_task_token(task_token, 'failure', error) +end diff --git a/aws-ruby-step-functions-with-callback/src/handlers/redact_comment/handler.rb b/aws-ruby-step-functions-with-callback/src/handlers/redact_comment/handler.rb new file mode 100644 index 000000000..e04e422c9 --- /dev/null +++ b/aws-ruby-step-functions-with-callback/src/handlers/redact_comment/handler.rb @@ -0,0 +1,13 @@ +# frozen_string_literal: true + +require_relative '../../common/services/redaction_service' + +def run(event:, context:) + comment = event['comment'] + detection_result = event['result'] + redact_comment(comment, detection_result) +end + +def redact_comment(comment, detection_result) + RedactionService.new(comment, detection_result).call +end