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AWS Lambda plugin documentation (#8655)
* Add aws lambda processor and sink documentation Signed-off-by: Srikanth Govindarajan <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Signed-off-by: Melissa Vagi <[email protected]> * Update aws-lambda.md Doc review complete Signed-off-by: Melissa Vagi <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> * Update _data-prepper/pipelines/configuration/processors/aws-lambda.md Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> --------- Signed-off-by: Srikanth Govindarajan <[email protected]> Signed-off-by: Melissa Vagi <[email protected]> Co-authored-by: Melissa Vagi <[email protected]> Co-authored-by: Nathan Bower <[email protected]> (cherry picked from commit 6b422c7) Signed-off-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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| --- | ||
| layout: default | ||
| title: AWS Lambda integration for Data Prepper | ||
| parent: Processors | ||
| grand_parent: Pipelines | ||
| nav_order: 10 | ||
| --- | ||
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| # AWS Lambda integration for Data Prepper | ||
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| The AWS Lambda integration allows developers to use serverless computing capabilities within their Data Prepper pipelines for flexible event processing and data routing. | ||
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| ## AWS Lambda processor configuration | ||
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| The `aws_lambda processor` enables invocation of an AWS Lambda function within your Data Prepper pipeline to process events. It supports both synchronous and asynchronous invocations based on your use case. | ||
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| ## Configuration fields | ||
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| You can configure the processor using the following configuration options. | ||
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| Field | Type | Required | Description | ||
| -------------------- | ------- | -------- | ---------------------------------------------------------------------------- | ||
| `function_name` | String | Required | The name of the AWS Lambda function to invoke. | ||
| `invocation_type` | String | Required | Specifies the invocation type, either `request-response` or `event`. Default is `request-response`. | ||
| `aws.region` | String | Required | The AWS Region in which the Lambda function is located. | ||
| `aws.sts_role_arn` | String | Optional | The Amazon Resource Name (ARN) of the role to assume before invoking the Lambda function. | ||
| `max_retries` | Integer | Optional | The maximum number of retries for failed invocations. Default is `3`. | ||
| `batch` | Object | Optional | The batch settings for the Lambda invocations. Default is `key_name = "events"`. Default threshold is `event_count=100`, `maximum_size="5mb"`, and `event_collect_timeout = 10s`. | ||
| `lambda_when` | String | Optional | A conditional expression that determines when to invoke the Lambda processor. | ||
| `response_codec` | Object | Optional | A codec configuration for parsing Lambda responses. Default is `json`. | ||
| `tags_on_match_failure` | List | Optional | A list of tags to add to events when Lambda matching fails or encounters an unexpected error. | ||
| `sdk_timeout` | Duration| Optional | Configures the SDK's client connection timeout period. Default is `60s`. | ||
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Check failure on line 32 in _data-prepper/pipelines/configuration/processors/aws-lambda.md
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| `response_events_match` | Boolean | Optional | Specifies how Data Prepper interprets and processes Lambda function responses. Default is `false`. | ||
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| #### Example configuration | ||
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| ``` | ||
| processors: | ||
| - aws_lambda: | ||
| function_name: "my-lambda-function" | ||
| invocation_type: "request-response" | ||
| response_events_match: false | ||
| aws: | ||
| region: "us-east-1" | ||
| sts_role_arn: "arn:aws:iam::123456789012:role/my-lambda-role" | ||
| max_retries: 3 | ||
| batch: | ||
| key_name: "events" | ||
| threshold: | ||
| event_count: 100 | ||
| maximum_size: "5mb" | ||
| event_collect_timeout: PT10S | ||
| lambda_when: "event['status'] == 'process'" | ||
| ``` | ||
| {% include copy-curl.html %} | ||
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| ## Usage | ||
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| The processor supports the following invocation types: | ||
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| - `request-response`: The processor waits for Lambda function completion before proceeding. | ||
| - `event`: The function is triggered asynchronously without waiting for a response. | ||
| - `Batching`: When enabled, events are aggregated and sent in bulk to optimize Lambda invocations. Batch thresholds control the event count, size limit, and timeout. | ||
| - `Codec`: JSON is used for both request and response codecs. Lambda must return JSON array outputs. | ||
| - `tags_on_match_failure`: Custom tags can be applied to events when Lambda processing fails or encounters unexpected issues. | ||
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| ## Behavior | ||
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| When configured for batching, the AWS Lambda processor groups multiple events into a single request. This grouping is governed by batch thresholds, which can be based on the event count, size limit, or timeout. The processor then sends the entire batch to the Lambda function as a single payload. | ||
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| ## Lambda response handling | ||
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| The `response_events_match` setting defines how Data Prepper handles the relationship between batch events sent to Lambda and the response received: | ||
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| - `true`: Lambda returns a JSON array with results for each batched event. Data Prepper maps this array back to its corresponding original event, ensuring that each event in the batch gets the corresponding part of the response from the array. | ||
| - `false`: Lambda returns one or more events for the entire batch. Response events are not correlated with the original events. Original event metadata is not preserved in the response events. For example, when `response_events_match` is set to `true`, the Lambda function is expected to return the same number of response events as the number of original requests, maintaining the original order. | ||
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| ## Limitations | ||
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| Note the following limitations: | ||
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| - Payload limitation: 6 MB payload limit | ||
| - Response codec: JSON-only codec support | ||
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| ## Integration testing | ||
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| Integration tests for this plugin are executed separately from the main Data Prepper build process. Use the following Gradle command to run these tests: | ||
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| ``` | ||
| ./gradlew :data-prepper-plugins:aws-lambda:integrationTest -Dtests.processor.lambda.region="us-east-1" -Dtests.processor.lambda.functionName="lambda_test_function" -Dtests.processor.lambda.sts_role_arn="arn:aws:iam::123456789012:role/dataprepper-role | ||
| ``` | ||
| {% include copy-curl.html %} | ||
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| ## AWS Lambda sink | ||
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| You can configure the sink using the following configuration options. | ||
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| Field | Type | Required | Description | ||
| ----------------- | ------- | -------- | ---------------------------------------------------------------------------- | ||
| `function_name` | String | Required | The name of the AWS Lambda function to invoke. | ||
| `invocation_type` | String | Optional | Specifies the invocation type. Default is `event`. | ||
| `aws.region` | String | Required | The AWS Region in which the Lambda function is located. | ||
| `aws.sts_role_arn`| String | Optional | The ARN of the role to assume before invoking the Lambda function. | ||
| `max_retries` | Integer | Optional | The maximum number of retries for failed invocations. Default is `3`. | ||
| `batch` | Object | Optional | The batch settings for the Lambda invocations. Default is `key_name = "events"`. Default threshold is `event_count=100`, `maximum_size="5mb"`, and `event_collect_timeout = 10s`. | ||
| `lambda_when` | String | Optional | A conditional expression that determines when to invoke the Lambda processor. | ||
| `dlq` | Object | Optional | A dead-letter queue (DLQ) configuration for failed invocations. | ||
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| #### Example configuration | ||
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| ``` | ||
| sink: | ||
| - aws_lambda: | ||
| function_name: "my-lambda-sink" | ||
| invocation_type: "event" | ||
| aws: | ||
| region: "us-west-2" | ||
| sts_role_arn: "arn:aws:iam::123456789012:role/my-lambda-sink-role" | ||
| max_retries: 5 | ||
| batch: | ||
| key_name: "events" | ||
| threshold: | ||
| event_count: 50 | ||
| maximum_size: "3mb" | ||
| event_collect_timeout: PT5S | ||
| lambda_when: "event['type'] == 'log'" | ||
| dlq: | ||
| region: "us-east-1" | ||
| sts_role_arn: "arn:aws:iam::123456789012:role/my-sqs-role" | ||
| bucket: "<<your-dlq-bucket-name>>" | ||
| ``` | ||
| {% include copy-curl.html %} | ||
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| ## Usage | ||
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| The sink supports the following invocation types: | ||
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| - `event`: The function is triggered asynchronously without waiting for a response. | ||
| - `request-response`: Not supported for sink operations. | ||
| - `Batching`: When enabled, events are aggregated and sent in bulk to optimize Lambda invocations. Default is `enabled`. | ||
| - `DLQ`: A setup available for routing and processing events that persistently fail Lambda invocations after multiple retry attempts. | ||
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| ## Advanced configurations | ||
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| The AWS Lambda processor and sink provide the following advanced options for security and performance optimization: | ||
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| - AWS Identity and Access Management (IAM) role assumption: The processor and sink support assuming the specified IAM role `aws.sts_role_arn` before Lambda invocation. This enhances secure handling by providing access control to AWS resources. | ||
| - Concurrency management: When using the `event` invocation type, consider Lambda concurrency limits to avoid throttling. | ||
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| For more information about AWS Lambda integration with Data Prepper, see the [AWS Lambda documentation](https://docs.aws.amazon.com/lambda). | ||
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| ## Integration testing | ||
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| Integration tests for this plugin are executed separately from the main Data Prepper build process. Use the following Gradle command to run these tests: | ||
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| ``` | ||
| ./gradlew :data-prepper-plugins:aws-lambda:integrationTest -Dtests.sink.lambda.region="us-east-1" -Dtests.sink.lambda.functionName="lambda_test_function" -Dtests.sink.lambda.sts_role_arn="arn:aws:iam::123456789012:role/dataprepper-role | ||
| ``` | ||
| {% include copy-curl.html %} | ||
