OpenFaaS YAML file reference¶
OpenFaaS has its own YAML file called a "stack file" which is used to provide configuration for functions.
This page is the reference guide to the schema and how to use each field.
Configuration is split between:
- build-time - how to build a container from the source provided
- deploy time - how to deploy the function to and in OpenFaaS
Generate Kubernetes resources
Did you know that the OpenFaaS YAML files can also be converted into Kubernetes resources using faas-cli generate
?
If you use a GitOps tool like Argo or Flux, you can retain your stack.yml
file for building functions, and testing locally, then generate a CustomResource when required with: faas-cli generate | kubectl apply -f
Functions belong together¶
The YAML file can hold one to many functions separated by separate entries.
Example:
$ faas-cli new --lang go fn1
$ faas-cli new --lang go fn2 --append=fn1.yml
Produces:
provider:
name: openfaas
gateway: http://127.0.0.1:8080
functions:
fn1:
lang: go
handler: ./fn1
image: fn1:latest
fn2:
lang: go
handler: ./fn2
image: fn2:latest
Then rename your file to stack.yml, so you don't need to specify the -f
flag when using the CLI.
mv fn1.yml stack.yml
Provider¶
The only valid value for provider name
is openfaas
.
Gateway¶
The gateway URL can be hard-coded into the YAML file or overriden at deployment time with the --gateway flag or OPENFAAS_URL env-var.
Functions¶
The functions
element holds a map of functions, by default all functions are acted on with CLI verbs, but you can filter them with --filter
or --regex
.
Function Name¶
The function Name is specified by a key in the functions map, i.e. fn1
in the above example. Function name must be unique within a stack.yml
file.
Valid function names follow ietf rfc1035 which is also used for DNS sub-domains.
(DNS_LABEL): An alphanumeric (a-z, and 0-9) string, with a maximum length of 63 characters, with the '-' character allowed anywhere except the first or last character, suitable for use as a hostname or segment in a domain name.
Function: Language¶
The lang
field refers to which template is going to be used to build the function. The templates are expected to be found in the ./template folder and will be pulled from GitHub if not present.
Function: Handler¶
The function handler
field refers to a folder where the function's source code can be found, it must always be a folder and not a filename.
Function: Image¶
The image
field refers to a Docker image reference, this could be on the Docker Hub, in your local Docker library or on another remote server.
Function: Skip build¶
The skip_build
field controls whether the CLI will attempt to build the Docker image for the function. When true
, the build step is skipped and you should see a message printed to the terminal Skipping build of: "function name"
.
This an optional boolean field, set to false
by default.
Function: Build Options¶
The build_options
field can be used to pass a list of additional configurations for a template.
These must be pre-defined within the template and can be used to populate the ADDITIONAL_PACKAGE
field in the Dockerfile used by the template.
For instance, here's an example from the python3
template which is based upon Alpine Linux.
Note: if you want to install Python development packages, you may find that the
python3-debian
template is a better fit, since it comes with build tools pre-installed.
language: python3
fprocess: python3 index.py
build_options:
- name: mysql
packages:
- mysql-client
- mysql-dev
- name: pillow
packages:
- jpeg-dev
- zlib-dev
- freetype-dev
- lcms2-dev
- openjpeg-dev
- tiff-dev
- tk-dev
- tcl-dev
- harfbuzz-dev
- fribidi-dev
Given the template defines a mysql
and pillow
build option, you can add either or both of them to your stack.yml file so that these preconfigured packages are installed at build time.
build_options:
- ca-certificates
The packages listed will be expounded into the Dockerfile at build-time via the ADDITIONAL_PACKAGE
environment variable.
FROM --platform=${TARGETPLATFORM:-linux/amd64} python:3-alpine
# Allows you to add additional packages via build-arg
ARG ADDITIONAL_PACKAGE
# Install packages
RUN apk --no-cache add ca-certificates ${ADDITIONAL_PACKAGE}
If you don't want to or cannot update the template, then you can pass the ADDITIONAL_PACKAGE
directly instead, see the next section.
Function: Build Args (build-args
)¶
A map of build args can be passed to the container builder. These are compatible with Docker, BuildKit and Kaniko. Other containers builders may vary in their support.
An example of a build argument may be for enabling Go modules, or a HTTP_PROXY as per below:
functions:
with_go_modules:
handler: ./with_go_modules
lang: go
build_args:
HTTP_PROXY: http://squid.corp.ad.example.com
GO111MODULE: on
These can also be passed via the CLI using faas-cli build --build-arg key=value
or faas-cli up --build-arg key=value
Function: Environmental variables¶
You can set configuration via environmental variables either in-line within the YAML file or in a separate external file. Do not store confidential or private data in environmental variables. See: secrets.
- Define environment in-line within the file:
Imagine you needed to define a http_proxy
variable to operate within a corporate network:
functions:
url-ping:
lang: python
handler: ./sample/url-ping
image: alexellis2/faas-urlping
environment:
http_proxy: http://proxy1.corp.com:3128
no_proxy: http://gateway/
- environment_file - defined in zero to many external files
environment_file:
- file1.yml
- file2.yml
If you specify a variable such as "rss_feed_url" in more than one environment_file
file then the last file in the list will take priority.
Environment file format:
environment:
rss_feed_url: key1
include_images: key2
Note: external files take priority over in-line environmental variables. This allows you to specify a default and then have overrides within an external file.
Function: Secure secrets¶
OpenFaaS functions can make use of secure secrets using the secret store from Kubernetes or faasd. This is the recommended way to store secure access keys, tokens and other private data.
Create the secret with your orchestration tool i.e. kubectl
or docker secret create
then list the secret name as part of an array of secrets.
secrets:
- s3_access_key
- s3_secret_key
Function: Read-Only Root Filesystem¶
The readonly_root_filesystem
indicates that the function file system will be set to read-only except for the temporary folder /tmp
. This prevents the function from writing to or modifying the filesystem (e.g. system files). This is used to provide tighter security for your functions. You can set this value as a boolean:
readonly_root_filesystem: true
This an optional boolean field, set to false
by default.
Function: Constraints¶
Constraints are passed directly to the underlying container orchestrator. They allow you to pin a function to certain host or type of host.
Here is an example of picking only hosts with a Linux OS in Docker Swarm:
constraints:
- "node.platform.os == linux"
Or only using nodes running with Windows:
constraints:
- "node.platform.os == windows"
To assign a function to a given NodePool or Node:
First, update stack.yml:
version: 1.0
provider:
name: openfaas
gateway: http://127.0.0.1:8080
functions:
low:
lang: go
handler: ./low
image: alexellis2/low:latest
constraints:
- "lowmem=true"
And run faas-cli up
or faas-cli deploy
.
You'll see an error like the following. So we need to add the lowmem=true
label to one or more nodes.
kubectl get event -n openfaas-fn -w
LAST SEEN TYPE REASON KIND MESSAGE
15m Warning FailedScheduling Pod 0/3 nodes are available: 3 node(s) didn't match node selector.
Apply a label to the nodes or nodepool:
kubectl label node/primary-ofc-3irgb --overwrite lowmem=true
Check the label was applied:
kubectl get nodes -l lowmem=true
NAME STATUS ROLES AGE VERSION
primary-ofc-3irgb Ready <none> 136d v1.19.3
Now deploy the code again, or wait for the scheduler to move the pod to the matching node.
kubectl get pod -n openfaas-fn -o wide
NAME READY STATUS IP NODE
low-5fbb9fd6-t69q4 1/1 Running 10.244.5.121 primary-ofc-3irgb
Function: Labels¶
Labels can be applied through a map which is passed directly to the container scheduler. Labels are also available from the OpenFaaS REST API for querying or grouping functions.
Example of using a label to group by user or apply a canary
label:
labels:
canary: true
Git-Owner: alexellis
Important note: When used with a Kubernetes provider, labels support a restricted character set and length. "Valid label values must be 63 characters or less and must be empty or begin and end with an alphanumeric character ([a-z0-9A-Z]) with dashes (-), underscores (_), dots (.), and alphanumerics between."
See Syntax and character set for more information
Function: Annotations¶
Annotations are a collection of meta-data which is stored with the function by the provider. Annotations are also available from the OpenFaaS REST API for querying.
Example of setting a "topic" for the Kafka event connector:
annotations:
topic: "kafka.payments-received"
expire-date: "Wed Aug 8 07:40:18 BST 2018"
Example of setting a custom HTTP health check path and initial check delay:
annotations:
com.openfaas.health.http.path: "/healthz"
com.openfaas.health.http.initialDelay: "30s"
Function: Memory/CPU limits¶
Applying memory and CPU limits can be done through the limits
and requests
fields. It is advisable to always set a limit for your functions to prevent them consuming too many resources in your system.
Important note: The value for memory for Kubernetes needs to be in the format "Mi".
Here we constrain the url-ping function to only use 40Mb of RAM at a maximum.
url-ping:
lang: python
handler: ./sample/url-ping
image: alexellis/faas-url-ping:0.2
limits:
memory: 40Mi
requests:
memory: 20Mi
Here we constrain a function to use only 100m
which is equivalent to 1/10 of an Intel Hyperthread core.
url-ping:
lang: python
handler: ./sample/url-ping
image: alexellis/faas-url-ping:0.2
limits:
cpu: 100m
requests:
cpu: 100m
The meanings and formats of limits
and requests
may vary depending on whether you are using Kubernetes or Docker Swarm. In general:
- Requests ensures the stated host resource is available for the container to use
- Limits specify the maximum amount of host resources that a container can consume
Read more for: Kubernetes.
Configuration¶
The configuration section allows you to define additional configuration that is global to the entire stack, currently this mostly impacts function build time options.
Templates¶
The templates
list allows you to define the information required to pull the templates for your functions. This list of templates will automatically be pulled when you build your functions. When configured correctly, this allows you to completely build your functions with just faas-cli build
. Without this section, you must manually faas-cli template pull <source>
before you use faas-cli build
.
version: 1.0
provider:
name: openfaas
gateway: http://127.0.0.1:8080
functions:
create-batch:
lang: python3-http-debian
handler: ./create-batch
image: welteki2/create-batch:0.0.1
configuration:
templates:
- name: python3-http
source: https://github.com/openfaas/python-flask-template
Copy¶
The copy
list allows you to define additional project paths that will be copied into your function's handler folder.
version: 1.0
provider:
name: openfaas
gateway: http://127.0.0.1:8080
functions:
hello:
lang: python3
handler: ./hello
image: openfaas/hello:0.1.0
configuration:
copy:
- ./common
- ./data
- ./models
Given the above configuration, the build folder for a python hello
function would look like
build
└── hello
├── Dockerfile
├── function
│ ├── __init__.py
│ ├── models
│ │ └── ...
│ ├── data
│ │ └── ...
│ ├── common
│ │ └── ...
│ ├── handler.py
│ └── requirements.txt
├── index.py
├── requirements.txt
└── template.yml
The CLI build
command also has a related flag --copy-extra
. When this flag is used, the paths specified by the flag will be merged into the list from the YAML. This means it will extend, not replace, the values specified in the file.
Note: These paths must be subpaths of the project and not equal to the entire project. For example, you can not reference ../
or $HOME/.ssh
, any path outside of the current directory will be skipped.
YAML - environment variable substitution¶
The YAML stack format supports the use of envsubst
-style templates. This means that you can have a single file with multiple configuration options such as for different user accounts, versions or environments.
Here is an example use-case, in your project there is an official and a development Docker Hub username/account. For the CI server images are always pushed to exampleco
, but in development you may want to push to your own account such as alexellis2
.
functions:
url-ping:
lang: python
handler: ./sample/url-ping
image: ${DOCKER_USER:-exampleco}/faas-url-ping:0.2
Use the default (exampleco):
$ faas-cli build
$ DOCKER_USER="" faas-cli build
Override with "alexellis2" through an environment variable:
$ DOCKER_USER="alexellis2" faas-cli build
YAML - template stack configuration¶
The configuration
field stand alone and not part of the function
field, add it to the top level of the YAML file.
version: 1.0
provider:
name: openfaas
gateway: http://127.0.0.1:8080
functions:
...
configuration:
templates:
- name: perl-alpine
- name: rust
source: https://github.com/openfaas-incubator/openfaas-rust-template
Pull templates listed under the configuration.templates
field:
$ faas-cli template pull stack
By default if only name
is provided the template will be pulled from the template store.
The templates will be automatically pulled during build time.
YAML - pinning versions of templates¶
Templates may change over time, including breaking changes.
If you want additional stability, or have run into an issue with a newer version of a template, you can pin it.
You can pin a template to a specific release tag or branch by adding #
plus the name required to the URL for the source
field.
For example:
configuration:
templates:
- name: golang-middleware
source: https://github.com/openfaas/golang-http-template#0.7.0
Then run:
$ faas-cli template pull stack
Pulling template: golang-middleware from configuration file: stack.yml
Fetch templates from repository: https://github.com/openfaas/golang-http-template at 0.7.0
2022/09/21 16:18:56 Attempting to expand templates from https://github.com/openfaas/golang-http-template
2022/09/21 16:18:58 Fetched 2 template(s) : [golang-http golang-middleware] from https://github.com/openfaas/golang-http-template
As an alternative, you can fork any template and customise it or change it to suit your needs, and use that URL instead, even if it has the same name as the original template.
For example:
configuration:
templates:
- name: golang-middleware
source: https://github.com/alexellis/golang-http-template