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How to get performance model with the real endpoint

You can run testing framework upon your testcase to get its performance model as the testing result.

  • the performance test with the mocked endpoint will be performed in the github workflow after your code is merged to aws otel collector repo.
  • you need to run the performance test locally with your real endpoint and provide the result, this doc is a guideline about how to use the testing framework to get the performance model upon the real endpoint.
  • you can also follow this document to reproduce the performance test with mock endpoint by just skipping step 3.

Step 1. Setup basic components in your aws account.

please follow setup-basic-components-in-aws-account

Step 2. Build AWS Otel Collector Package.

  1. Checkout AWS Otel Collector in the same folder of the testing framework if you haven't done that.
git clone git@github.com:aws-observability/aws-otel-collector.git
  1. Build RPM which will be used to install AWS Otel Collector in the performance test.
cd aws-otel-collector && make package-rpm

Step 3. Temporarily Change the otconfig to the real endpoint in your testcase.

skip it if you just want to reproduce the performance test with mock endpoint.

In this step, you need to modify the otconfig which is defined in your testcase folder aws-otel-test-framework/terraform/testcases/{{testcase name}}/otconfig.tpl, so that the exporter sends data to the real endpoint.

  1. remove the mocked endpoint config.
  2. add any required config to your exporter, for example, the apikey or credentials.

Step 4. Run the performance test and get the performance model.

You are going to run three rounds of the test, each takes one hour, performance model is presented as a file output/performance.json after each round.

  1. Run on rate 100 tps
cd aws-otel-test-framework/terraform/performance
terraform init
terraform apply -var="data_rate=100" -var="testcase=../testcases/{{testcase name}}" -var="install_package_source=local" -var-file="../testcases/{{testcase name}}/parameters.tfvars"
terraform destroy
cd output
cat performance.json
  1. Run on rate 1000 tps
cd aws-otel-test-framework/terraform/performance
terraform init
terraform apply -var="data_rate=1000" -var="testcase=../testcases/{{testcase name}}" -var="install_package_source=local" -var-file="../testcases/{{testcase name}}/parameters.tfvars"
terraform destroy
cd output
cat performance.json
  1. Run on rate 5000 tps
cd aws-otel-test-framework/terraform/performance
terraform init
terraform apply -var="data_rate=5000" -var="testcase=../testcases/{{testcase name}}" -var="install_package_source=local" -var-file="../testcases/{{testcase name}}/parameters.tfvars"
terraform destroy
cd output
cat performance.json
  1. the performance model could be found under aws-otel-test-framework/terraform/performance/output/performance.json, and you can open an issue to AWS Otel Collector Repo with the performance model file so we can gather it into the performance model readme.

Step 5 [Optional only if you want to debug your test] Debug

if you want to debug, add a parameter in the apply command: -var="debug=true", for example

terraform apply -var="debug=true" -var="data_rate=1000" -var="testcase=../testcases/{{testcase name}}" -var="install_package_source=local" -var-file="../testcases/{{testcase name}}/parameters.tfvars"

to do so, a private key will be dump to disk so that you can use it to login instances.

please note don't run terraform destroy before you finish debugging, otherwise the resources will be clean up.

Basically, performance test launches two ec2 instance:

  1. An collector instance to install AWS Otel Collector, and CloudWatch Agent to collect the cpu/mem metrics.
  2. An sample-app instance to launch the sample app container and the mocked server containers, which sends and receives data, if you are sending data to the real endpoint, you can ignore the mock server container.

Log into the collector instance

cd aws-otel-test-framework/terraform/performance
chmod 400 private_key.pem
ssh -i private_key.pem ec2-user@`terraform output collector_instance`

the folder and logs of AWS Otel Collector

  • the installed folder: /opt/aws/aws-otel-collector

  • the logs: /opt/aws/aws-otel-collector/logs

Log into the sample app instance

cd aws-otel-test-framework/terraform/performance
chmod 400 private_key.pem
ssh -i private_key.pem ec2-user@`terraform output sample_app_instance`

Check Sample app container and mocked server container

sudo docker ps

Check the metrics on CloudWatch Console

all the metrics will be showing on the CloudWatch Console in your account. The Namespace is AWSOtelCollector/PerfTest

Profiling

port 1777 on the collector instance is opened for golang profiling. For example

curl http://127.0.0.1:1777/debug/pprof/heap > /tmp/perf.out