Troubleshoot execution issues in Lambda - Amazon Lambda
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Troubleshoot execution issues in Lambda

When the Lambda runtime runs your function code, the event might be processed on an instance of the function that's been processing events for some time, or it might require a new instance to be initialized. Errors can occur during function initialization, when your handler code processes the event, or when your function returns (or fails to return) a response.

Function execution errors can be caused by issues with your code, function configuration, downstream resources, or permissions. If you invoke your function directly, you see function errors in the response from Lambda. If you invoke your function asynchronously, with an event source mapping, or through another service, you might find errors in logs, a dead-letter queue, or an on-failure destination. Error handling options and retry behavior vary depending on how you invoke your function and on the type of error.

When your function code or the Lambda runtime return an error, the status code in the response from Lambda is 200 OK. The presence of an error in the response is indicated by a header named X-Amz-Function-Error. 400 and 500-series status codes are reserved for invocation errors.

Lambda: Execution takes too long

Issue: Function execution takes too long.

If your code takes much longer to run in Lambda than on your local machine, it may be constrained by the memory or processing power available to the function. Configure the function with additional memory to increase both memory and CPU.

Lambda: Logs or traces don't appear

Issue: Logs don't appear in CloudWatch Logs.

Issue: Traces don't appear in Amazon X-Ray.

Your function needs permission to call CloudWatch Logs and X-Ray. Update its execution role to grant it permission. Add the following managed policies to enable logs and tracing.

  • AWSLambdaBasicExecutionRole

  • AWSXRayDaemonWriteAccess

When you add permissions to your function, perform a trivial update to its code or configuration as well. This forces running instances of your function, which have outdated credentials, to stop and be replaced.

Note

It may take 5 to 10 minutes for logs to show up after a function invocation.

Lambda: Not all of my function's logs appear

Issue: Function logs are missing in CloudWatch Logs, even though my permissions are correct

If your Amazon Web Services account reaches its CloudWatch Logs quota limits, CloudWatch throttles function logging. When this happens, some of the logs output by your functions may not appear in CloudWatch Logs.

If your function outputs logs at too high a rate for Lambda to process them, this can also cause log outputs not to appear in CloudWatch Logs. When Lambda can't send logs to CloudWatch at the rate your function produces them, it drops logs to prevent the execution of your function from slowing down.

If your function is configured to use JSON formatted logs, Lambda tries to send a logsDropped event to CloudWatch Logs when it drops logs. However, when CloudWatch throttles your function's logging, this event might not reach CloudWatch Logs, so you won't always see a record when Lambda drops logs.

To check if your Amazon Web Services account has reached its CloudWatch Logs quota limits, do the following:

  1. Open the Service Quotas console.

  2. In the navigation pane, choose Amazon services.

  3. From the Amazon services list, search for Amazon CloudWatch Logs.

  4. In the Service quotas list, choose the CreateLogGroup throttle limit in transactions per second, CreateLogStream throttle limit in transactions per second and PutLogEvents throttle limit in transactions per second quotas to view your utilization.

You can also set CloudWatch alarms to alert you when your account utilization exceeds a limit you specify for these quotas. See Create a CloudWatch alarm based on a static threshold to learn more.

If the default quota limits for CloudWatch Logs aren't enough for your use case, you can request a quota increase.

Lambda: The function returns before execution finishes

Issue: (Node.js) Function returns before code finishes executing

Many libraries, including the Amazon SDK, operate asynchronously. When you make a network call or perform another operation that requires waiting for a response, libraries return an object called a promise that tracks the progress of the operation in the background.

To wait for the promise to resolve into a response, use the await keyword. This blocks your handler code from executing until the promise is resolved into an object that contains the response. If you don't need to use the data from the response in your code, you can return the promise directly to the runtime.

Some libraries don't return promises but can be wrapped in code that does. For more information, see Define Lambda function handler in Node.js.

Amazon SDK: Versions and updates

Issue: The Amazon SDK included on the runtime is not the latest version

Issue: The Amazon SDK included on the runtime updates automatically

Runtimes for scripting languages include the Amazon SDK and are periodically updated to the latest version. The current version for each runtime is listed on runtimes page. To use a newer version of the Amazon SDK, or to lock your functions to a specific version, you can bundle the library with your function code, or create a Lambda layer. For details on creating a deployment package with dependencies, see the following topics:

Node.js

Deploy Node.js Lambda functions with .zip file archives

Python

Working with .zip file archives for Python Lambda functions

Ruby

Working with .zip file archives for Ruby Lambda functions

Java

Deploy Java Lambda functions with .zip or JAR file archives

Go

Deploy Go Lambda functions with .zip file archives

C#

Build and deploy C# Lambda functions with .zip file archives

PowerShell

Deploy PowerShell Lambda functions with .zip file archives

Python: Libraries load incorrectly

Issue: (Python) Some libraries don't load correctly from the deployment package

Libraries with extension modules written in C or C++ must be compiled in an environment with the same processor architecture as Lambda (Amazon Linux). For more information, see Working with .zip file archives for Python Lambda functions.