AWS Lambda¶

The displayed Metrics for AWS Lambda include cold start time, execution time, concurrent executions, and memory usage. These Metrics reflect the response speed, scalability, and resource utilization of the Lambda functions.

Configuration¶

Install Func¶

It is recommended to enable TrueWatch integration - Extensions - DataFlux Func (Automata): All prerequisites will be automatically installed, please continue with the script installation.

If you deploy Func on your own, refer to Self-deployed Func

Installation Script¶

Note: Please prepare an Amazon Cloud AK that meets the requirements in advance (for simplicity, you can directly grant CloudWatch read-only permission CloudWatchReadOnlyAccess).

To synchronize ECS cloud resource monitoring data, we install the corresponding collection script: "TrueWatch Integration (AWS-Lambda Collection)" (ID: truewatch_aws_lambda)

After clicking [Install], input the corresponding parameters: AWS AK ID, AWS AK SECRET.

Click [Deploy Startup Script], and the system will automatically create a Startup script set, and automatically configure the corresponding startup script. In the startup script, ensure that 'regions' match the actual regions where the instances are located.

After enabling, you can see the corresponding automatic trigger configuration in "Manage / Automatic Trigger Configuration". Click [Execute] to immediately execute it once without waiting for the scheduled time. After a short wait, you can view the execution task records and corresponding logs.

If you want to collect the corresponding LOGs, you also need to enable the corresponding log collection script. If you want to collect billing information, you need to enable the cloud billing collection script.

We default to collecting some configurations; for more details, see Configuration Custom Cloud Object Metrics

Verification¶

1. In "Manage / Automatic Trigger Configuration", confirm whether the corresponding task has the corresponding automatic trigger configuration, and you can check the corresponding task records and logs for any abnormalities.
2. On the TrueWatch platform, in "Infrastructure / Custom", check if there is asset information.
3. On the TrueWatch platform, in "Metrics", check if there are corresponding monitoring data.

Metrics¶

After configuring Amazon Cloud Monitoring, the default Measurement sets are as follows. You can collect more Metrics through configuration:

Amazon Cloud Monitoring Lambda Metric Details

Invocation Metrics¶

Performance Metrics¶

Performance Metrics provide detailed information about the performance of individual function invocations. For example, the Duration Metric indicates the amount of time (in milliseconds) that the function spent processing the event. To understand how quickly your function processes events, use Average or Max statistics to view these Metrics.

Concurrency Metrics¶

Lambda reports concurrency Metrics as the total count of instances across functions, versions, aliases, or AWS Regions that are processing events. To see how close you are to the concurrency limit, use Max statistics to view these Metrics.

Asynchronous Invocation Metrics¶

Asynchronous invocation Metrics provide details about asynchronous invocations from event sources and direct invocations. You can set thresholds and alarms to notify you of certain changes. For example, when the number of events queued for processing unexpectedly increases (AsyncEventsReceived), or when an event takes a long time to complete processing (AsyncEventAge).

Objects¶

Collected AWS Lambda object data structure, which can be viewed in "Infrastructure - Custom"

{
  "measurement": "aws_lambda",
  "tags": {
    "account_name": "AWS_Lambda",
    "class": "aws_lambda",
    "cloud_provider": "aws",
    "FunctionName": "dataflux-alb",
    "name": "dataflux-alb",
    "PackageType": "Zip",
    "RegionId": "cn-northwest-1",
    "RevisionId": "5e52ff51-615a-4ecb-96b7-40083a7b4b62",
    "Role": "arn:aws-cn:iam::294654068288:role/service-role/s3--guance-role-3w34zo42",
    "Runtime": "python3.7",
    "Version": "$LATEST"
  },
  "fields": {
    "CreatedTime": "2022-03-09T06:13:31Z",
    "ListenerDescriptions": "{JSON data}",
    "AvailabilityZones": "{Availability Zone JSON data}",
    "message": "{Instance JSON data}"
  }
}

Note: Fields in tags and fields may change with subsequent updates.

Tip 1: The value of tags.account_name is the instance ID, used as unique identification.