AWS Lambda
Collect Lambda metrics with Elastic Agent
Version | 2.24.0 (View all) |
Compatible Kibana version(s) | 8.14.0 or higher |
Supported Serverless project types | Security Observability |
Subscription level | Basic |
The AWS Lambda integration allows you to monitor AWS Lambda—a serverless compute service.
Use the AWS Lambda integration to collect metrics related to your Lambda functions. Then visualize that data in Kibana, create alerts to notify you if something goes wrong, and reference metrics when troubleshooting an issue.
For example, you could use this integration to track throttled lambda functions, alert the relevant project manager, and then increase your account's concurrency limit.
IMPORTANT: Extra AWS charges on AWS API requests will be generated by this integration. Please refer to the AWS integration for more details.
Data streams
The AWS Lambda integration collects one type of data: metrics.
Metrics give you insight into the state of AWS Lambda. Metrics collected by the AWS Lambda integration include the number of times your function code is executed, the amount of time that your function code spends processing an event, the number of invocations that result in a function error, and more. See more details in the Metrics reference.
Requirements
You need Elasticsearch for storing and searching your data and Kibana for visualizing and managing it. You can use our hosted Elasticsearch Service on Elastic Cloud, which is recommended, or self-manage the Elastic Stack on your own hardware.
Before using any AWS integration you will need:
- AWS Credentials to connect with your AWS account.
- AWS Permissions to make sure the user you're using to connect has permission to share the relevant data.
For more details about these requirements, please take a look at the AWS integration documentation.
Setup
Use this integration if you only need to collect data from the AWS Lambda service.
If you want to collect data from two or more AWS services, consider using the AWS integration. When you configure the AWS integration, you can collect data from as many AWS services as you'd like.
For step-by-step instructions on how to set up an integration, see the Getting started guide.
Metrics reference
An example event for lambda
looks as following:
{
"@timestamp": "2022-07-19T22:40:00.000Z",
"agent": {
"ephemeral_id": "ed2abfa1-df5e-4c3e-9c2b-143edcc0e111",
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"name": "docker-fleet-agent",
"type": "metricbeat",
"version": "8.3.2"
},
"aws": {
"cloudwatch": {
"namespace": "AWS/Lambda"
},
"lambda": {
"metrics": {
"ConcurrentExecutions": {
"avg": 1
},
"Duration": {
"avg": 130.97
},
"Errors": {
"avg": 0
},
"Invocations": {
"avg": 1
},
"Throttles": {
"avg": 0
},
"UnreservedConcurrentExecutions": {
"avg": 1
}
}
}
},
"cloud": {
"account": {
"id": "627286350134",
"name": "elastic-observability"
},
"provider": "aws",
"region": "eu-central-1"
},
"data_stream": {
"dataset": "aws.lambda",
"namespace": "default",
"type": "metrics"
},
"ecs": {
"version": "8.11.0"
},
"elastic_agent": {
"id": "2d4b09d0-cdb6-445e-ac3f-6415f87b9864",
"snapshot": false,
"version": "8.3.2"
},
"event": {
"agent_id_status": "verified",
"dataset": "aws.lambda",
"duration": 11364562400,
"ingested": "2022-07-26T22:40:40Z",
"module": "aws"
},
"metricset": {
"name": "cloudwatch",
"period": 300000
},
"service": {
"type": "aws"
}
}
ECS Field Reference
Please refer to the following document for detailed information on ECS fields.
Exported fields
Field | Description | Type | Unit | Metric Type |
---|---|---|---|---|
@timestamp | Event timestamp. | date | ||
agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword | ||
aws.cloudwatch.namespace | The namespace specified when query cloudwatch api. | keyword | ||
aws.dimensions.ExecutedVersion | Use the ExecutedVersion dimension to compare error rates for two versions of a function that are both targets of a weighted alias. | keyword | ||
aws.dimensions.FunctionName | Lambda function name. | keyword | ||
aws.dimensions.Resource | Resource name. | keyword | ||
aws.lambda.metrics.AsyncEventAge.avg | The average time between when Lambda successfully queues the event and when the function is invoked. | long | ms | gauge |
aws.lambda.metrics.AsyncEventsReceived.sum | The total number of events that Lambda successfully queues for processing. | long | gauge | |
aws.lambda.metrics.ConcurrentExecutions.avg | The average number of function instances that are processing events. | double | gauge | |
aws.lambda.metrics.DeadLetterErrors.avg | For asynchronous invocation, the average number of times Lambda attempts to send an event to a dead-letter queue but fails. | double | gauge | |
aws.lambda.metrics.DeadLetterErrors.sum | For asynchronous invocation, the total number of times Lambda attempts to send an event to a dead-letter queue but fails. | double | gauge | |
aws.lambda.metrics.DestinationDeliveryFailures.avg | For asynchronous invocation, the average number of times Lambda attempts to send an event to a destination but fails. | double | gauge | |
aws.lambda.metrics.DestinationDeliveryFailures.sum | For asynchronous invocation, the total number of times Lambda attempts to send an event to a destination but fails. | double | gauge | |
aws.lambda.metrics.Duration.avg | The average amount of time that your function code spends processing an event. | double | gauge | |
aws.lambda.metrics.Errors.avg | The average number of invocations that result in a function error. | double | gauge | |
aws.lambda.metrics.Errors.sum | The total number of invocations that result in a function error. | double | gauge | |
aws.lambda.metrics.Invocations.avg | The average number of times your function code is executed, including successful executions and executions that result in a function error. | double | gauge | |
aws.lambda.metrics.Invocations.sum | The total number of times your function code is executed, including successful executions and executions that result in a function error. | double | gauge | |
aws.lambda.metrics.IteratorAge.avg | For event source mappings that read from streams, the average age of the last record in the event. | double | gauge | |
aws.lambda.metrics.ProvisionedConcurrencyInvocations.sum | The total number of times your function code is executed on provisioned concurrency. | long | gauge | |
aws.lambda.metrics.ProvisionedConcurrencySpilloverInvocations.sum | The total number of times your function code is executed on standard concurrency when all provisioned concurrency is in use. | long | gauge | |
aws.lambda.metrics.ProvisionedConcurrencyUtilization.max | For a version or alias, the maximum value of ProvisionedConcurrentExecutions divided by the total amount of provisioned concurrency allocated. | long | gauge | |
aws.lambda.metrics.ProvisionedConcurrentExecutions.max | The maximum number of function instances that are processing events on provisioned concurrency. | long | gauge | |
aws.lambda.metrics.Throttles.avg | The average number of invocation requests that are throttled. | double | gauge | |
aws.lambda.metrics.Throttles.sum | The total number of invocation requests that are throttled. | double | gauge | |
aws.lambda.metrics.UnreservedConcurrentExecutions.avg | For an AWS Region, the average number of events that are being processed by functions that don't have reserved concurrency. | double | gauge | |
aws.tags | Tag key value pairs from aws resources. | flattened | ||
cloud.account.id | The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier. | keyword | ||
cloud.image.id | Image ID for the cloud instance. | keyword | ||
cloud.region | Region in which this host, resource, or service is located. | keyword | ||
data_stream.dataset | Data stream dataset. | constant_keyword | ||
data_stream.namespace | Data stream namespace. | constant_keyword | ||
data_stream.type | Data stream type. | constant_keyword | ||
event.module | Event module | constant_keyword | ||
host.containerized | If the host is a container. | boolean | ||
host.os.build | OS build information. | keyword | ||
host.os.codename | OS codename, if any. | keyword |
Changelog
Version | Details | Kibana version(s) |
---|---|---|
2.24.0 | Enhancement View pull request | 8.14.0 or higher |
2.23.0 | Enhancement View pull request | 8.14.0 or higher |
2.22.1 | Bug fix View pull request | 8.14.0 or higher |
2.22.0 | Enhancement View pull request | 8.14.0 or higher |
2.21.0 | Enhancement View pull request | 8.14.0 or higher |
2.20.0 | Enhancement View pull request | 8.14.0 or higher |
2.19.0 | Enhancement View pull request | 8.14.0 or higher |
2.18.0 | Enhancement View pull request | 8.14.0 or higher |
2.17.0 | Enhancement View pull request | 8.13.0 or higher |
2.16.0 | Enhancement View pull request | 8.12.0 or higher |
2.15.4 | Bug fix View pull request | 8.12.0 or higher |
2.15.3 | Enhancement View pull request | 8.12.0 or higher |
2.15.2 | Bug fix View pull request | 8.12.0 or higher |
2.15.1 | Bug fix View pull request | 8.12.0 or higher |
2.15.0 | Enhancement View pull request | 8.12.0 or higher |
2.14.2 | Bug fix View pull request | 8.12.0 or higher |
2.14.1 | Enhancement View pull request | 8.12.0 or higher |
2.14.0 | Enhancement View pull request | 8.12.0 or higher |
2.13.1 | Enhancement View pull request | 8.12.0 or higher |
2.13.0 | Enhancement View pull request | 8.12.0 or higher |
2.12.2 | Bug fix View pull request | 8.12.0 or higher |
2.12.1 | Enhancement View pull request | 8.12.0 or higher |
2.12.0 | Enhancement View pull request | 8.12.0 or higher |
2.11.3 | Bug fix View pull request | 8.10.2 or higher |
2.11.2 | Bug fix View pull request | 8.10.2 or higher |
2.11.1 | Enhancement View pull request | 8.10.2 or higher |
2.11.0 | Enhancement View pull request | 8.10.2 or higher |
2.10.2 | Bug fix View pull request | 8.10.2 or higher |
2.10.1 | Bug fix View pull request | 8.10.2 or higher |
2.10.0 | Enhancement View pull request | 8.10.2 or higher |
2.9.1 | Bug fix View pull request | 8.9.0 or higher |
2.9.0 | Enhancement View pull request | 8.9.0 or higher |
2.8.6 | Bug fix View pull request | 8.9.0 or higher |
2.8.5 | Enhancement View pull request | 8.9.0 or higher |
2.8.4 | Bug fix View pull request | 8.9.0 or higher |
2.8.3 | Bug fix View pull request | 8.9.0 or higher |
2.8.2 | Bug fix View pull request | 8.9.0 or higher |
2.8.1 | Bug fix View pull request | 8.9.0 or higher |
2.8.0 | Enhancement View pull request | 8.9.0 or higher |
2.7.0 | Enhancement View pull request | 8.9.0 or higher |
2.6.1 | Bug fix View pull request | 8.9.0 or higher |
2.6.0 | Enhancement View pull request | 8.9.0 or higher |
2.5.0 | Enhancement View pull request | 8.9.0 or higher |
2.4.1 | Bug fix View pull request | 8.9.0 or higher |
2.4.0 | Bug fix View pull request | 8.9.0 or higher |
2.3.0 | Enhancement View pull request | 8.9.0 or higher |
2.2.1 | Bug fix View pull request | 8.9.0 or higher |
2.2.0 | Enhancement View pull request | 8.9.0 or higher |
2.1.2 | Bug fix View pull request | 8.9.0 or higher |
2.1.1 | Enhancement View pull request | 8.9.0 or higher |
2.1.0 | Enhancement View pull request | 8.9.0 or higher |
2.0.0 | Enhancement View pull request | 8.9.0 or higher |
1.53.5 | Enhancement View pull request | 8.9.0 or higher |
1.53.4 | Enhancement View pull request | 8.9.0 or higher |
1.53.3 | Enhancement View pull request | 8.9.0 or higher |
1.53.2 | Bug fix View pull request | 8.9.0 or higher |
1.53.1 | Enhancement View pull request | 8.9.0 or higher |
1.53.0 | Enhancement View pull request | 8.9.0 or higher |
1.52.1 | Enhancement View pull request | 8.9.0 or higher |
1.52.0 | Enhancement View pull request | 8.9.0 or higher |
1.51.3 | Bug fix View pull request | 8.8.1 or higher |
1.51.2 | Enhancement View pull request | 8.8.1 or higher |
1.51.1 | Enhancement View pull request | 8.8.1 or higher |
1.51.0 | Enhancement View pull request | 8.8.1 or higher |
1.50.6 | Enhancement View pull request | 8.8.1 or higher |
1.50.5 | Enhancement View pull request | 8.8.1 or higher |
1.50.4 | Enhancement View pull request | 8.8.1 or higher |
1.50.3 | Enhancement View pull request | 8.8.1 or higher |
1.50.2 | Enhancement View pull request | 8.8.1 or higher |
1.50.1 | Enhancement View pull request | 8.8.1 or higher |
1.50.0 | Enhancement View pull request | 8.8.1 or higher |
1.49.0 | Enhancement View pull request | 8.8.1 or higher |
1.48.0 | Enhancement View pull request | 8.8.1 or higher |
1.47.1 | Enhancement View pull request | 8.8.1 or higher |
1.47.0 | Enhancement View pull request | 8.8.1 or higher |
1.46.9 | Enhancement View pull request | 8.8.1 or higher |
1.46.8 | Enhancement View pull request | 8.8.1 or higher |
1.46.7 | Enhancement View pull request | 8.8.1 or higher |
1.46.6 | Enhancement View pull request | 8.8.1 or higher |
1.46.5 | Enhancement View pull request | 8.8.1 or higher |
1.46.4 | Enhancement View pull request | — |
1.46.3 | Enhancement View pull request | 8.8.1 or higher |
1.46.2 | Enhancement View pull request | 8.8.1 or higher |
1.46.1 | Enhancement View pull request | 8.8.1 or higher |
1.46.0 | Enhancement View pull request | 8.8.1 or higher |
1.45.9 | Enhancement View pull request | 8.8.1 or higher |
1.45.8 | Enhancement View pull request | 8.8.1 or higher |
1.45.7 | Enhancement View pull request | 8.8.1 or higher |
1.45.6 | Enhancement View pull request | 8.8.1 or higher |
1.45.4 | Enhancement View pull request | 8.8.1 or higher |
1.45.3 | Bug fix View pull request | 8.8.1 or higher |
1.45.2 | Enhancement View pull request | 8.8.1 or higher |
1.45.1 | Enhancement View pull request | 8.8.1 or higher |
1.45.0 | Enhancement View pull request | 8.8.1 or higher |
1.44.4 | Enhancement View pull request | 8.8.1 or higher |
1.44.3 | Enhancement View pull request | 8.8.1 or higher |
1.44.2 | Bug fix View pull request | 8.8.1 or higher |
1.44.1 | Enhancement View pull request | 8.8.1 or higher |
1.44.0 | Enhancement View pull request | 8.8.1 or higher |
1.43.2 | Enhancement View pull request | 8.8.1 or higher |
1.43.1 | Enhancement View pull request | 8.8.1 or higher |
1.43.0 | Enhancement View pull request | 8.8.1 or higher |
1.42.0 | Enhancement View pull request | 8.7.1 or higher |
1.41.0 | Enhancement View pull request | 8.7.1 or higher |
1.40.9 | Enhancement View pull request | 8.7.1 or higher |
1.40.8 | Enhancement View pull request | 8.7.1 or higher |
1.40.7 | Enhancement View pull request | 8.7.1 or higher |
1.40.6 | Enhancement View pull request | 8.7.1 or higher |
1.40.5 | Enhancement View pull request | 8.7.1 or higher |
1.40.4 | Enhancement View pull request | 8.7.1 or higher |
1.40.3 | Enhancement View pull request | 8.7.1 or higher |
1.40.2 | Enhancement View pull request | 8.7.1 or higher |
1.40.1 | Enhancement View pull request | 8.7.1 or higher |
1.40.0 | Enhancement View pull request | 8.7.1 or higher |
1.39.0 | Enhancement View pull request | 8.7.1 or higher |
1.38.4 | Enhancement View pull request | 8.7.1 or higher |
1.38.3 | Enhancement View pull request | 8.7.1 or higher |
1.38.2 | Enhancement View pull request | 8.7.1 or higher |
1.38.1 | Enhancement View pull request | 8.7.1 or higher |
1.38.0 | Enhancement View pull request | 8.7.1 or higher |
1.37.3 | Bug fix View pull request | 8.7.1 or higher |
1.37.2 | Enhancement View pull request | 8.7.1 or higher |
1.37.1 | Enhancement View pull request | 8.7.1 or higher |
1.37.0 | Enhancement View pull request | 8.7.1 or higher |
1.36.9 | Enhancement View pull request | 8.7.1 or higher |
1.36.8 | Enhancement View pull request | 8.7.1 or higher |
1.36.7 | Enhancement View pull request | 8.7.1 or higher |
1.36.6 | Enhancement View pull request | 8.7.1 or higher |
1.36.5 | Enhancement View pull request | 8.7.1 or higher |
1.36.4 | Enhancement View pull request | 8.7.1 or higher |
1.36.3 | Enhancement View pull request | 8.7.1 or higher |
1.36.2 | Enhancement View pull request | 8.7.1 or higher |
1.36.1 | Enhancement View pull request | 8.7.1 or higher |
1.36.0 | Enhancement View pull request | 8.7.1 or higher |
1.35.1 | Bug fix View pull request | 8.7.1 or higher |
1.35.0 | Enhancement View pull request | 8.7.1 or higher |
1.34.5 | Enhancement View pull request | 8.6.0 or higher |
1.34.4 | Enhancement View pull request | 8.6.0 or higher |
1.34.3 | Enhancement View pull request | 8.6.0 or higher |
1.34.2 | Enhancement View pull request | 8.6.0 or higher |
1.34.1 | Enhancement View pull request | 8.6.0 or higher |
1.34.0 | Enhancement View pull request | 8.6.0 or higher |
1.33.3 | Enhancement View pull request | 8.6.0 or higher |
1.33.2 | Bug fix View pull request | 8.6.0 or higher |
1.33.1 | Bug fix View pull request | 8.6.0 or higher |
1.33.0 | Enhancement View pull request | 8.6.0 or higher |
1.32.2 | Bug fix View pull request | 8.6.0 or higher |
1.32.1 | Enhancement View pull request | 8.6.0 or higher |
1.32.0 | Enhancement View pull request | 8.6.0 or higher |
1.31.0 | Enhancement View pull request | 8.6.0 or higher |
1.30.0 | Enhancement View pull request | 8.6.0 or higher |
1.29.1 | Bug fix View pull request | 8.6.0 or higher |
1.29.0 | Enhancement View pull request | 8.6.0 or higher |
1.28.3 | Bug fix View pull request | 8.4.0 or higher |
1.28.2 | Bug fix View pull request | 8.4.0 or higher |
1.28.1 | Enhancement View pull request | 8.4.0 or higher |
1.28.0 | Enhancement View pull request | 8.4.0 or higher |
1.27.3 | Bug fix View pull request | 8.4.0 or higher |
1.27.2 | Enhancement View pull request | 8.4.0 or higher |
1.27.1 | Enhancement View pull request | 8.4.0 or higher |
1.27.0 | Enhancement View pull request | 8.4.0 or higher |
1.25.3 | Bug fix View pull request | 8.3.0 or higher |
1.25.2 | Bug fix View pull request | 8.3.0 or higher |
1.25.1 | Bug fix View pull request | 8.3.0 or higher |
1.25.0 | Enhancement View pull request | 8.3.0 or higher |
1.24.6 | Bug fix View pull request | 8.3.0 or higher |
1.24.5 | Bug fix View pull request | 8.3.0 or higher |
1.24.4 | Bug fix View pull request | 8.3.0 or higher |
1.24.3 | Bug fix View pull request | 8.3.0 or higher |
1.24.2 | Bug fix View pull request | 8.3.0 or higher |
1.24.1 | Bug fix View pull request | 8.3.0 or higher |
1.24.0 | Bug fix View pull request | 8.3.0 or higher |
1.23.4 | Bug fix View pull request | 8.3.0 or higher |
1.23.3 | Bug fix View pull request | 8.3.0 or higher |
1.23.2 | Bug fix View pull request | 8.3.0 or higher |
1.23.1 | Enhancement View pull request | 8.1.0 or higher |
1.23.0 | Bug fix View pull request | 8.1.0 or higher |
1.22.0 | Enhancement View pull request | 8.1.0 or higher |
1.21.0 | Enhancement View pull request | 8.1.0 or higher |
1.20.0 | Enhancement View pull request | 8.1.0 or higher |
1.19.5 | Enhancement View pull request | 7.15.0 or higher |
1.19.4 | Bug fix View pull request | 7.15.0 or higher |
1.19.3 | Bug fix View pull request | 7.15.0 or higher |
1.19.2 | Enhancement View pull request | 7.15.0 or higher |
1.19.1 | Enhancement View pull request | 7.15.0 or higher |
1.19.0 | Enhancement View pull request | 7.15.0 or higher |
1.18.2 | Enhancement View pull request | 7.15.0 or higher |
1.18.1 | Enhancement View pull request | 7.15.0 or higher |
1.18.0 | Enhancement View pull request | 7.15.0 or higher |
1.17.5 | Enhancement View pull request | 7.15.0 or higher |
1.17.4 | Bug fix View pull request | 7.15.0 or higher |
1.17.3 | Bug fix View pull request | 7.15.0 or higher |
1.17.2 | Bug fix View pull request | 7.15.0 or higher |
1.17.1 | Bug fix View pull request | 7.15.0 or higher |
1.17.0 | Enhancement View pull request | 7.15.0 or higher |
1.16.6 | Enhancement View pull request | 7.15.0 or higher |
1.16.5 | Enhancement View pull request | — |
1.16.4 | Bug fix View pull request | 7.15.0 or higher |
1.16.3 | Enhancement View pull request | — |
1.16.2 | Enhancement View pull request | — |
1.16.1 | Bug fix View pull request | — |
1.16.0 | Enhancement View pull request | 7.15.0 or higher |
1.15.0 | Enhancement View pull request | — |
1.14.8 | Bug fix View pull request | 7.15.0 or higher |
1.14.7 | Bug fix View pull request | 7.15.0 or higher |
1.14.6 | Enhancement View pull request | — |
1.14.5 | Bug fix View pull request | 7.15.0 or higher |
1.14.4 | Bug fix View pull request | — |
1.14.3 | Enhancement View pull request | — |
1.14.2 | Bug fix View pull request | — |
1.14.1 | Enhancement View pull request | — |
1.14.0 | Enhancement View pull request | 7.15.0 or higher |
1.13.1 | Bug fix View pull request | 7.15.0 or higher |
1.13.0 | Enhancement View pull request | 7.15.0 or higher |
1.12.1 | Bug fix View pull request | 7.15.0 or higher |
1.12.0 | Enhancement View pull request | — |
1.11.4 | Bug fix View pull request | — |
1.11.3 | Bug fix View pull request | — |
1.11.2 | Bug fix View pull request | — |
1.11.1 | Bug fix View pull request | — |
1.11.0 | Enhancement View pull request | 7.15.0 or higher |
1.10.2 | Enhancement View pull request | 7.15.0 or higher |
1.10.1 | Enhancement View pull request | — |
1.10.0 | Enhancement View pull request | — |
1.9.0 | Enhancement View pull request | 7.15.0 or higher |
1.8.0 | Enhancement View pull request | — |
1.7.1 | Bug fix View pull request | — |
1.7.0 | Enhancement View pull request | — |
1.6.2 | Bug fix View pull request | — |
1.6.1 | Enhancement View pull request | 7.15.0 or higher |
1.6.0 | Enhancement View pull request | — |
1.5.1 | Enhancement View pull request | 7.15.0 or higher |
1.5.0 | Enhancement View pull request | 7.15.0 or higher |
1.4.1 | Enhancement View pull request | 7.15.0 or higher |
1.4.0 | Enhancement View pull request | — |
1.3.2 | Enhancement View pull request | — |
1.3.1 | Enhancement View pull request | — |
1.3.0 | Enhancement View pull request | — |
1.2.2 | Bug fix View pull request | — |
1.2.1 | Bug fix View pull request | — |
1.2.0 | Enhancement View pull request | — |
1.1.0 | Enhancement View pull request | 7.14.0 or higher |
1.0.0 | Enhancement View pull request | 7.14.0 or higher |
0.10.7 | Enhancement View pull request | — |
0.10.6 | Bug fix View pull request | — |
0.10.5 | Bug fix View pull request | — |
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0.10.1 | Enhancement View pull request | — |
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0.9.1 | Bug fix View pull request | — |
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0.4.1 | Bug fix View pull request | — |
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0.0.3 | Enhancement View pull request | — |