OpenFaaS Python Flask Templates

The Python Flask templates that make use of the incubator project of-watchdog.

Templates available in this repository:

python3-http
python3-http-debian (ideal for compiled dependencies like numpy, pandas, pillow)
python3-flask
python3-flask-debian (ideal for compiled dependencies like numpy, pandas, pillow)
python27-flask (Python 2.7 is deprecated)

Notes:

To build and deploy a function for an ARM computer, you'll need to use faas-cli publish --platforms

SSH authentication for private Git repositories and Pip modules

If you need to install Pip modules from private Git repositories, we provide an alternative set of templates for OpenFaaS Pro customers:

OpenFaaS Pro templates for Python

Picking your template

The templates named python*-flask* are designed as a drop-in replacement for the classic python3 template, but using the more efficient of-watchdog. The move to use flask as an underlying framework allows for greater control over the HTTP request and response.

Those templates named python*-http* are designed to offer full control over the HTTP request and response. Flask is used as an underlying framework.

The witness HTTP server is used along with Flask for all templates.

Are you referencing pip modules which require a native build toolchain? It's advisable to use the template with a -debian suffix in this case. The Debian images are larger, however they are usually more efficient for use with modules like numpy and pandas.

Downloading the templates

Using template pull with the repository's URL:

faas-cli template pull https://github.com/openfaas-incubator/python-flask-template

Using the template store:

# Either command downloads both templates
faas-cli template store pull python3-http

# Or
faas-cli template store pull python3-flask

Using your stack.yml file:

configuration:
    templates:
        - name: python3-http

Using the python3-http templates

Create a new function

export OPENFAAS_PREFIX=alexellis2
export FN="tester"
faas-cli new --lang python3-http $FN

Build, push, and deploy

faas-cli up -f $FN.yml

Test the new function

echo -n content | faas-cli invoke $FN

Event and Context Data

The function handler is passed two arguments, event and context.

event contains data about the request, including:

body
headers
method
query
path

context contains basic information about the function, including:

hostname

Response Bodies

By default, the template will automatically attempt to set the correct Content-Type header for you based on the type of response.

For example, returning a dict object type will automatically attach the header Content-Type: application/json and returning a string type will automatically attach the Content-Type: text/html, charset=utf-8 for you.

Example usage

Return a JSON body with a Content-Type

def handle(event, context):
    return {
        "statusCode": 200,
        "body": {"message": "Hello from OpenFaaS!"},
        "headers": {
            "Content-Type": "application/json"
        }
    }

Custom status codes and response bodies

Successful response status code and JSON response body

def handle(event, context):
    return {
        "statusCode": 200,
        "body": {
            "key": "value"
        }
    }

Successful response status code and string response body

def handle(event, context):
    return {
        "statusCode": 201,
        "body": "Object successfully created"
    }

Failure response status code and JSON error message

def handle(event, context):
    return {
        "statusCode": 400,
        "body": {
            "error": "Bad request"
        }
    }

Custom Response Headers

Setting custom response headers

def handle(event, context):
    return {
        "statusCode": 200,
        "body": {
            "key": "value"
        },
        "headers": {
            "Location": "https://www.example.com/"
        }
    }

Accessing Event Data

Accessing request body

def handle(event, context):
    return {
        "statusCode": 200,
        "body": "You said: " + str(event.body)
    }

Accessing request method

def handle(event, context):
    if event.method == 'GET':
        return {
            "statusCode": 200,
            "body": "GET request"
        }
    else:
        return {
            "statusCode": 405,
            "body": "Method not allowed"
        }

Accessing request query string arguments

def handle(event, context):
    return {
        "statusCode": 200,
        "body": {
            "name": event.query['name']
        }
    }

Accessing request headers

def handle(event, context):
    return {
        "statusCode": 200,
        "body": {
            "content-type-received": event.headers.get('Content-Type')
        }
    }

Example with Postgresql:

stack.yml

version: 1.0
provider:
  name: openfaas
  gateway: http://127.0.0.1:8080
functions:
  pgfn:
    lang: python3-http-debian
    handler: ./pgfn
    image: pgfn:latest
    build_options:
      - libpq

Alternatively you can specify ADDITIONAL_PACKAGE in the build_args section for the function.

    build_args:
      ADDITIONAL_PACKAGE: "libpq-dev gcc python3-dev"

requirements.txt

psycopg2==2.9.3

Create a database and table:

CREATE DATABASE main;

\c main;

CREATE TABLE users (
    name TEXT,
);

-- Insert the original Postgresql author's name into the test table:

INSERT INTO users (name) VALUES ('Michael Stonebraker');

handler.py:

import psycopg2

def handle(event, context):

    try:
        conn = psycopg2.connect("dbname='main' user='postgres' port=5432 host='192.168.1.35' password='passwd'")
    except Exception as e:
        print("DB error {}".format(e))
        return {
            "statusCode": 500,
            "body": e
        }

    cur = conn.cursor()
    cur.execute("""SELECT * from users;""")
    rows = cur.fetchall()

    return {
        "statusCode": 200,
        "body": rows
    }

Always read the secret from an OpenFaaS secret at /var/openfaas/secrets/secret-name. The use of environment variables is an anti-pattern and will be visible via the OpenFaaS API.

Using the python3-flask template

Create a new function

export OPENFAAS_PREFIX=alexellis2
export FN="tester"
faas-cli new --lang python3-flask $FN

Build, push, and deploy

faas-cli up -f $FN.yml

Test the new function

echo -n content | faas-cli invoke $FN

Example of returning a string

def handle(req):
    """handle a request to the function
    Args:
        req (str): request body
    """

    return "Hi" + str(req)

Example of returning a custom HTTP code

def handle(req):
    return "request accepted", 201

Example of returning a custom HTTP code and content-type

def handle(req):
    return "request accepted", 201, {"Content-Type":"binary/octet-stream"}

Example of accepting raw bytes in the request

Update stack.yml:

    environment:
      RAW_BODY: True

Note: the value for RAW_BODY is case-sensitive.

def handle(req):
    """handle a request to the function
    Args:
        req (str): request body
    """

    # req is bytes, so an input of "hello" returns i.e. b'hello'
    return str(req)

Testing

The python3 templates will run pytest using tox during the faas-cli build. There are several options for controlling this.

Disabling testing

The template exposes the build arg TEST_ENABLED. You can completely disable testing during build by passing the following flag to the CLI

--build-arg 'TEST_ENABLED=false'

You can also set it permanently in your stack.yaml, see the YAML reference in the docs.

Changing the test configuration

The template creates a default tox.ini file, modifying this file can completely control what happens during the test. You can change the test command, for example switching to nose. See the tox docs for more details and examples.

Changing the test command

If you don't want to use tox at all, you can also change the test command that is used. The template exposes the build arg TEST_COMMAND. You can override the test command during build by passing the following flag to the CLI

--build-arg 'TEST_COMMAND=bash test.sh'

Setting the command to any other executable in the image or any scripts you have in your function.