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Performance Testing Framework Reference
Note: As of Kong Gateway 3.5.x, this feature has been deprecated. It is not supported past 3.4.x.
perf.use_defaults()
syntax: perf.use_defaults()
Use default parameters. This function sets the following:
- Looks up
PERF_TEST_DRIVER
environment variable and invokesperf.use_driver
. - Looks up
PERF_TEST_TERRAFORM_PROVIDER
ifPERF_TEST_DRIVER
isterraform
; please seeperf.use_driver
for environment variables that can be passed to each provider. - Invokes
perf.set_log_level
and sets level to"debug"
. - Set retry count to 3.
- Looks up
PERF_TEST_USE_DAILY_IMAGE
environment variable and passes the variable to driver options.
perf.use_driver
syntax: perf.use_driver(name, options?)
Uses driver name, which must be one of “local”, “docker” or “terraform”. Additional parameters for the driver can be specified in options as a Lua table. Throws error if any.
The Docker and Terraform driver expect an options parameter to contain the following keys :
- use_daily_image: a boolean to decide whether to use daily image or not; useful when testing unreleased commits on master branch; downloading Enterprise daily images requires a valid Docker login.
The Terraform driver expects options to contain the following optional keys:
- provider The service provider name, right now only “equinix-metal”.
-
tfvars Terraform variables as a Lua table as follows; environment variables are only used if
perf.use_defaults()
is called.
Provider | tfvars key | environment variable key | description | default |
---|---|---|---|---|
equinix-metal | metal_project_id |
PERF_TEST_METAL_PROJECT_ID | The project ID that instances belong to. | |
equinix-metal | metal_auth_token |
PERF_TEST_METAL_AUTH_TOKEN | Equinix authentication token. | |
equinix-metal | metal_plan |
PERF_TEST_METAL_PLAN | Instance size. | "c3.small.x86" |
equinix-metal | metal_os |
PERF_TEST_METAL_OS | Operating system image name. | "ubuntu_20_04" |
digitalocean | do_project_name |
PERF_TEST_DIGITALOCEAN_PROJECT_NAME | The project name that instances belong to; will create one if not exist. | "Benchmark" |
digitalocean | do_token |
PERF_TEST_DIGITALOCEAN_TOKEN | DigitalOcean authentication token. | |
digitalocean | do_size |
PERF_TEST_DIGITALOCEAN_SIZE | Droplet size. | "s-1vcpu-1gb" |
digitalocean | do_region |
PERF_TEST_DIGITALOCEAN_REGION | Region to deploy droplet. | "sfo3" |
digitalocean | do_os |
PERF_TEST_DIGITALOCEAN_OS | Operation system image name. | "ubuntu-20-04-x64" |
aws-ec2 | aws_region |
PERF_TEST_AWS_REGION | AWS region to deploy EC2 instances. | "us-east-2" |
aws-ec2 | ec2_instance_type |
PERF_TEST_EC2_INSTANCE_TYPE | EC2 instance type. | "c4.4xlarge" |
aws-ec2 | ec2_os |
PERF_TEST_EC2_OS | Operation system image pattern. | "ubuntu/images/hvm-ssd/ubuntu-focal-20.04-amd64-server-*" |
perf.set_log_level
syntax: perf.set_log_level(level)
Sets the log level; expect one of "debug"
, "info"
, "notice"
, "warn"
, "error"
and
"crit"
. The default log level is "info"
unless perf.use_defaults
is called and set
to "debug"
.
perf.set_retry_count
syntax: perf.set_retry_count(count)
Sets retry time for each “driver” operation. By default every operation is retried 3 times.
perf.setup
syntax: helpers = perf.setup()
Prepares base environment, except for Kong Gateway, and returns the spec.helpers
module. Throws error, if any.
The framework sets up some environment variables before importing spec.helpers
modules.
The returned helper is just a normal spec.helpers
module. Users can use the same pattern
in integration tests to setup entities in Kong. DB-less mode is currently not implemented.
perf.setup_kong
syntax: helpers = perf.setup_kong(version)
Prepares base environment and installs Kong Gateway with version
, then returns the spec.helpers
module.
Throws error, if any. Calling this function also invokes perf.setup()
.
To select a git hash or tag, use "git:<hash>"
as the version. Otherwise, the framework
treats the version
as a release version and downloads binary packages from
Kong’s distribution website.
The framework sets up some environment variables before importing spec.helpers
modules.
The returned helper is just a normal spec.helpers
module. Users can use the same pattern
in integration tests to setup entities in Kong. DB-less mode is currently not implemented.
perf.start_worker
syntax: upstream_uri
= perf.start_worker(nginx_conf_blob
, port_count
?)
Starts upstream (Nginx/OpenResty) with given nginx_conf_blob
. Returns the upstream
URI accessible from Kong Gateway’s view. Throws an error, if any.
If port_count
is set and larger than one, the framework starts upstreams with multiple ports
and returns them in a table.
perf.start_kong
syntax: perf.start_kong(kong_configs
?, driver_configs
?)
Starts Kong Gateway with the configurations in kong_configs
as a Lua table.
Throws an error, if any.
driver_configs
is a Lua table that may contain following keys:
-
name
: A string that distinguishes different Kong Gateway instances. It’s not required if only one Kong Gateway instance is started. It can be used as DNS name to access one Kong Gateway instance over another. -
ports
: A table to setup exposed ports. This is only honored by thedocker
driver.
perf.stop_kong
syntax: perf.stop_kong()
Stops all Kong instances. Throws error if any.
perf.teardown
syntax: perf.teardown(full?)
Teardown. Throws error if any. With the terraform driver, setting full to true terminates all infrastructure, while by default it does cleanup only to speed up successive runs.
perf.start_stapxx
syntax: perf.start_stapxx(stapxx_file_name
, arg
?, driver_configs
?)
Starts the Stap++ script with stapxx_file_name
exists in
available stapxx scripts
and additional CLI arguments. Throws error if any.
This function blocks test execution until the SystemTap
module is fully prepared and inserted into the
kernel. It should be called before perf.start_load
.
driver_configs
is a Lua table that contains the following keys:
-
name
: A string to distinguish different Kong Gateway instances to probe one.
perf.start_load
syntax: perf.start_load(options?)
Starts to send load to Kong using wrk
. Throws error if any. Options is a Lua table that may contain the following:
-
path String request path; defaults to
/
. -
uri Base URI exception path; defaults to
http://kong-ip:kong-port/
. - connections Connection count; defaults to 1000.
- threads Request thread count; defaults to 5.
- duration Number of performance tests duration in seconds; defaults to 10.
-
script Content of
wrk
script as string; defaults to nil. -
wrk2 Boolean to use
wrk2
instead ofwrk
. Defaults to false. -
rate Number of requests per second to send. This is required if using
wrk2
but invalid if usingwrk
. -
kong_name The
name
specified bydriver_confs
when starting Kong Gateway to send load to. When this is unspecified, the framework picks the first Kong Gateway instance that exposes the proxy port.
perf.get_admin_uri
syntax: perf.get_admin_uri(kong_name?)
Return the Admin API URL. The URL may only be accessible from
the load generator and not publicly available. The framework picks the first
Kong Gateway instance that exposes the admin port. kong_name
must be set to choose the Kong Gateway
instance with matching name
specified by driver_confs
when starting Kong Gateway.
perf.wait_result
syntax: result = perf.wait_result(options?)
Waits for the load test to finish and returns the result as a string. Throws error if any.
Currently, this function waits indefinitely, or until both wrk
and Stap++ processes exit.
perf.combine_results
syntax: combined_result
= perf.combine_results(results, suite?)
Calculates multiple results returned by perf.wait_result
and returns their average and min/max.
Throws an error, if any. The suite
string identifies the test suite to display in the charts and
is used as the X-axis labels. If the suite is not specified, the framework will use the test name.
If results in the same file are correlated, the user can set suite
to a number and add the following options
to draw a line chart with a trend line:
local charts = require "spec.helpers.perf.charts"
charts.options({
suite_sequential = true,
xaxis_title = "Upstreams count",
})
If this option is not set, the chart treats results in same test file as independent tests and draws a bar chart.
perf.generate_flamegraph
syntax: perf.generate_flamegraph(path, title?)
Generates a FlameGraph with title and saves to path. Throws error if any.
perf.save_error_log
syntax: perf.save_error_log(path)
Saves Kong error log to path. Throws error if any.
perf.enable_charts
syntax: perf.enable_charts(on?)
Enable charts generation, throws error if any.
Charts are enabled by default; the data of charts are fed by perf.combine_results
.
The generated JSON results for creating charts are stored under the output
directory.
perf.save_pgdump
syntax: perf.save_pgdump(path)
After setting up Kong using Blueprint, saves the PostgreSQL database dump to a path. Throws error if any.
perf.load_pgdump
syntax: perf.load_pgdump(path, dont_patch_service
)
Loads the pgdump from the path and replaces the Kong database with the loaded data; this function
will also patch a services address to the upstream unless dont_patch_service
is set to false,
it must be called after perf.start_upstream
. Throws error if any.
Customization
Add new test suite
All tests are stored in spec/04-perf/01-rps
and spec/04-perf/02-flamegraph
of the Kong repository.
Add a new file under one of the directories and put #tags
in the test description.
Add new provider in Terraform
Users can use the Terraform driver in most major service providers as long as it’s supported by Terraform. The following contracts are made between the framework and terraform module:
The terraform files are stored in spec/fixtures/perf/terraform/<provider>
.
Three instances are provisioned, one for running Kong, one for running PostgreSQL database and another for running an upstream and load (worker). A firewall allows bidirectional traffic between the three instances and from the public internet. Both instances run Ubuntu 20.04/focal.
An SSH key to login into both instances exists or will be created in
spec/fixtures/perf/terraform/<provider>/id_rsa
. The logged-in user has root privilege or sudo privilege.
The following are terraform output variables:
- kong-ip: Kong node public IP.
-
kong-internal-ip: Kong node internal IP (if unavailable, provide
kong-ip
). - worker-ip: Worker node public IP.
-
worker-internal-ip: Worker node internal IP (if unavailable, provide
worker-ip
). - db-ip: Database node public IP.
-
db-internal-ip: Database node internal IP (if unavailable, provide
db-ip
).