The purpose of this tutorial is to help the reader understand a method to quickly create a REST API, and to understand the process of creating an API starting first with the API definintion. We will use the Swagger definition language (aka the OpenAPI Specification) in this tutorial.
This tutorial expects a Unix-like system, however where possible alternatives have been identified for Windows-based systems. The Windows paths are less tested than the Unix-like paths.
- Nodejs (installed with nvm)
- swagger-node project
- Docker
- Basic knowledge of
git
- Learn about how to quickly build a REST API
- Package the REST API as a container
- Understand environment variables
Source code is available for you as a resource as you work through this tutorial. You can clone the repository using the following command: git clone <repo>
.
Once you have cloned the repository, in subsequent steps, instructions will be provided at the end of the instructions for you to checkout a portion of the code project that corresponds to the material in the step. This can help you "catch up" in certain sections if you get behind or stuck.
You can check out any point of the tutorial using git checkout -b step? step?
.
To see the changes which between any two lessons use the git diff command
. git diff step-?..step-?
.
We're going to use the NodeJS environment to build our project. However, we're not going to build the application from scratch, but instead use a few frameworks to speed up the process. Frameworks are common in application development to remove a lot of the boilerplate code that you might write over-and-over again. In particular, this project will leverage the swagger-node project, which itself uses a web application framework called expressjs.
- Install NodeJS using nvm (node version manager). Windows users can use: nvm-windows
- Install swagger-node
- Install Docker for Mac or Docker for Windows or Docker for Linux
curl -o- https://raw.githubusercontent.com/creationix/nvm/v0.33.2/install.sh | bash
Restart your terminal
nvm install --lts
npm install -g swagger
- Install the swagger-node dependencies
- Create swagger-node project
- Initialize
git
repository
swagger project create rest-api-swagger
Framework?
connect
> express
hapi
restify
sails
cd rest-api-swagger
git init
- Learn about the
swagger-node
project - Learn about the project layout
controllers
directoryswagger
directory
Swagger-node will create a template project, which you can then customize to your needs. Observe that there is an api
directory, that contains folders for controllers
, helpers
, mocks
, swagger
, and others.
For the purposes of this tutorial, let's focus our attention on controllers
and swagger
:
-
controllers
: ExpressJS is a Model-View-Controller web framework. The Controller is basically the business logic for the app, where the View is what you ultimately consume as a web page, and Model defines the objects that would be referenced in your View and Controller. In short, the Controller is somewhat like the glue between the Model and View. -
swagger
: This directory holds theswagger.yaml
file, which provides the definition for your REST API. We will manipulate this file quite a bit using the Swagger Editor.
├── README.md
├── api
│  ├── controllers
│  │  ├── README.md
│  │  └── hello_world.js
│  ├── helpers
│  │  └── README.md
│  ├── mocks
│  │  └── README.md
│  └── swagger
│  └── swagger.yaml
├── app.js
├── config
│  ├── README.md
│  └── default.yaml
├── package.json
└── test
└── api
├── controllers
│  ├── README.md
│  └── hello_world.js
└── helpers
└── README.md
If you are stuck, you can use git checkout -b step2 step2
to reset the project in the right place.
Swagger-node provides convenient CLI commands to help you run the project, edit the Swagger file using swagger editor, and test your API.
swagger
create [options] [name] Create a folder containing a Swagger project
start [options] [directory] Start the project in this or the specified directory
verify [options] [directory] Verify that the project is correct (swagger, config, etc)
edit [options] [directory] open Swagger editor for this project or the specified project directory
open [directory] open browser as client to the project
test [options] [directory_or_file] Run project tests
generate-test [options] [directory] Generate the test template
- Open another terminal windows or tab
- In the new terminal, change to the project directory
swagger project start
swagger project edit
In the window where you entered the command swagger project start
, you should see console output:
Starting: /Users/<username>/src/rest-api-swagger/app.js...
project started here: http://localhost:10010/
project will restart on changes.
to restart at any time, enter `rs`
try this:
curl http://127.0.0.1:10010/hello?name=Scott
In the window where you entered the command swagger project edit
, you should see this console output, and your browser should have loaded the editor.
Starting Swagger Editor.
Opening browser to: http://127.0.0.1:50391/#/edit
Do not terminate this process or close this window until finished editing.
item: # (/slide)
- Learn about the basics of a Swagger file
- Learn about YAML
- Learn about
paths
anddefinitions
sections
(Source: Swagger-node project)
It's important to realize that the Swagger file is the focal point of the process. You are working in an API-definition-first model, and adding business logic to your code as a result of what you define in the Swagger file.
In order to effectively work with the Swagger definition, it's useful to know more about the relevant parts of the file. If you want to learn about all of the possible options in an OpenAPI specification, you can go here. OpenAPI files can be in JSON or YAML format. The format that we will work in is YAML. If you're not familiar with YAML, it's a key-value based file format that is easy to read for humans.
Beginning section: Everything stems from the root "Swagger object". Before defining the methods of your API, the Swagger file can provide some overall information about your API including: The Swagger version, info
, host
, basePath
, schemes
, consumes
, and produces
.
paths
section: This object describes the REST API paths that your application will expose to the world.
definitions
section: This object describes the objects that will be sent into your API methods or returned by your API methods. It is used by the swagger "middleware" to validate what is being provided to and returned from the API.
item: # (/slide)
- Learn about the basic elements of adding a path to the Swagger file
- Add a
/restaurants
path to the Swagger file using snippet
Notice that there is an existing endpoint called /hello
, also called a "path object". It includes an "operation object" , get
, which contains two fields: parameters
and responses
.
paths:
/hello:
get:
...
parameters:
...
responses:
...
Let's add a new API. In the Swagger editor, which should be a tab in your open web browser already, add a new API called /restaurants
.
item: # (/slide)
Once you have added the path
named /restaurants:
, hit RETURN, and then TAB.
item: # (/slide)
Start typing the word get
. You'll noticed that you are presented with an autocomplete option. Hit TAB to autocomplete the snippet.
item: # (/slide)
This is great, however there are a couple of errors to resolve.
Add some text to the summary
and description
fields.
item: # (/slide)
/restaurants:
get:
summary: Displays all of the restaurants available
description: Displays all of the restaurants available. These restaurants are fantastic.
responses:
200:
description: OK
If you are stuck, you can use git checkout -b step5 step5
to reset the project in the right place.
- Add
x-swagger-router-controller: restaurants
- Add
operationId: index
- Add
api/controllers/restaurants.js
- Add
function index({})
torestaurants.js
- Add object definitions to Swagger file
At this point, you have an API displaying in the Swagger editor, but it doesn't do anything. If you use the Swagger editor to try it out, you'll just get an error.
In order for your REST API to do something interesting, you need to wire it to a controller. The Swagger spec defines an operationId
field, and the swagger-node project has extended the Swagger spec to also include a reference to the controller via the x-swagger-router-controller
field.
Add the following to your Swagger file:
x-swagger-router-controller: restaurants
operationId: index
item: # (/slide)
paths:
/restaurants:
x-swagger-router-controller: restaurants
get:
summary: Displays all of the restaurants available
description: Displays all of the restaurants available. These restaurants are fantastic.
operationId: index
responses:
200:
description: An array of restaurants
The next step is to create the controller in your project.
In the terminal, and within your project (rest-api-swagger
), create a file named restaurants.js
in the path api/controllers/
.
item: # (/slide)
Open restaurants.js
in a text editor. Recall that in the Swagger file, there were two fields: x-swagger-router-controller
and operationId
. We've already created the controller file, now we need to complete the operationId
. Since the value of the operationId
corresponds to index
, we need to add a function called index
in restaurants.js
.
Copy the content below into restaurants.js
.
'use strict'
module.exports = {
index: index
};
function index(req, res) {
var restaurants = [
{
name: 'Bar Americano',
address: '20 Presgrave Pl, Melbourne VIC 3000, Australia'
},
{
name: 'Ronchi 78',
address: 'Via S. Maurilio, 7, 20123 Milano, Italy'
}
];
res.json(restaurants);
}
If you try to execute the API, however, you'll receive an error in your terminal:
Error: Response validation failed: void does not allow a value
This is because our Swagger file does not include a definition for the resulting object, and so it's rejecting the result. item: # (/slide)
To address this, we must define a schema definition for the restaurants object the index
is sending back to the server.
responses:
200:
description: An array of restaurants
schema:
$ref: "#/definitions/Restaurants"
definitions:
Restaurants:
items:
$ref: "#/definitions/Restaurant"
Restaurant:
properties:
name:
type: string
address:
type: string
If you are stuck, you can use git checkout -b step6 step6
to reset the project in the right place.
- Create a
Dockerfile
- Learn about
docker run
,docker stop
You may have heard of Docker before. In general, Docker is a way to run an application on a system in a "container". This means that you can package all of your application and its dependencies into a logical grouping. Containers are different from a VM in that they don't include another kernel within the container. Your application is interacting with the kernel of the computer you are running it on.
- This exercise assumes you reviewed the prerequisites, and installed the Docker runtime on your workstation.
- In order to package your application and its dependencies into a container, you need to create a
Dockerfile
at the root of the project (e.g.,rest-api-swagger/Dockerfile
). - Then, you will "build" the container and "run" the container. item: # (/slide)
A Dockerfile
has several key components and made up of a series of commands. It's a bit like a batch script in that sense.
- First, you need to tell Docker from which image you want to inherit. This saves you the trouble of having to create all of the dependencies by hand. To do this, you use the
FROM
statement. - Then, you will supply a series of additional commands to copy your application and its dependencies into the container. This will be a combination of
RUN
andCOPY
. - You will also need to tell Docker in which directory to look for your app. To do this, you use the
WORKDIR
statement. - If you want to communicate with your application over a known port, you need to use the
EXPOSE
statement. - Finally, to run your application (or script), you will use the
CMD
statement.
In the root of the project:
touch Dockerfile
FROM node:5.11.1
RUN mkdir -p /usr/src/app
WORKDIR /usr/src/app
COPY ./node_modules /usr/src/app/node_modules
COPY ./api /usr/src/app/api
COPY ./config /usr/src/app/config
COPY ./app.js /usr/src/app/
EXPOSE 10010
CMD ["node", "app.js"]
Note that we're using CMD ["node", "app.js"]
as opposed to CMD ["swagger", "project", "start"]
. To run this app in production, it's recommended to use the node app.js
method to start the app.
To actually create the container, you need to build
the container. Therefore, you will execute the following command:
docker build -t {yourDockerName}/rest-api-swagger:latest .
$ docker build -t {yourDockerName}/rest-api-swagger:latest .
Sending build context to Docker daemon 21.62 MB
Step 1 : FROM node:5.11.1
---> 6300cb2bfbd4
Step 2 : RUN mkdir -p /usr/src/app
---> Using cache
---> 5debad5860e3
Step 3 : WORKDIR /usr/src/app
---> Using cache
---> c4bb661d8b4e
Step 4 : COPY ./node_modules /usr/src/app/node_modules
---> 1d4cf05a352c
Removing intermediate container 091973c7c2f0
Step 5 : COPY ./api /usr/src/app/api
---> 4d0b1f9fcdce
Removing intermediate container aa5dfc98f47b
Step 6 : COPY ./config /usr/src/app/config
---> 10f29df9826f
Removing intermediate container 4dc514fa2b38
Step 7 : COPY ./app.js /usr/src/app/
---> 2eb107679e2b
Removing intermediate container 42bb3f8c557e
Step 8 : EXPOSE 10010
---> Running in 87700f63405f
---> fc0956d4defc
Removing intermediate container 87700f63405f
Step 9 : CMD node app.js
---> Running in a457c180a38a
---> 40b0c52b1e35
Removing intermediate container a457c180a38a
Successfully built 40b0c52b1e35
Once you've successfully created the container, now you can (finally) run it! Please note you need to map the port defined in the EXPOSE statement from the Dockerfile, to a port in the host (in this case we will use host port 8080).
docker run -p 8080:10010 -d --name swagger-default {yourDockerName}/rest-api-swagger:latest
You should be able to view the result by opening http://localhost:8080/restaurants
in a browser, or running the command curl http://127.0.0.1:8080/restaurants
from a terminal window.
item: # (/slide)
To stop your container, open another terminal window, and execute the docker stop
command.
docker stop swagger-default
If you are stuck, you can use git checkout -b step7 step7
to reset the project in the right place.
- Learn about how a
Makefile
provides convenience to dev process - Learn about
Makefile
variables - Learn about how to pass environment variables and an environment variable file to the
docker
commands
It can be tiresome to remember the docker
commands and syntax. Creating a Makefile
, can help remove some of the typos and mundane activites as you work through a project like this. With a Makefile
, you can simply type make
or make run
in order to build and run your project, respectively.
Create a new file called Makefile
in the root of the project directory.
In the Makefile
contents below, notice that there are a few variables that are set at the top in all caps. These variable names are mostly taken from the Docker nomenclature for Docker Registries and documentation:
NS
: stands for namespaceVERSION
: you can set the version of the container that is created or startedREPO
: The container repo nameNAME
: The shorthand name of the containerINSTANCE
: An instance name for the container (not totally necessary, but included for more advanced use cases)PORTS
: The port flag that sets which maps the exposed port to the port on your workstation
** You will need to ensure that you are using TABs in the Makefile for indention ** ** Otherwise, you will get errors. **
NS = ciscodevnet
VERSION ?= latest
REPO = rest-api-swagger
NAME = swagger
INSTANCE = default
PORTS = -p 8080:10010
.PHONY: build push shell run start stop rm release
build:
docker build -t $(NS)/$(REPO):$(VERSION) .
push:
docker push $(NS)/$(REPO):$(VERSION)
shell:
docker run --rm --name $(NAME)-$(INSTANCE) -i -t $(PORTS) $(VOLUMES) $(ENV) $(NS)/$(REPO):$(VERSION) /bin/bash
run:
docker run --rm --name $(NAME)-$(INSTANCE) $(LINK) $(PORTS) $(VOLUMES) $(ENV) $(NS)/$(REPO):$(VERSION)
start:
docker run -d --name $(NAME)-$(INSTANCE) $(PORTS) $(LINK) $(VOLUMES) $(ENV) $(NS)/$(REPO):$(VERSION)
stop:
docker stop $(NAME)-$(INSTANCE)
rm:
docker rm $(NAME)-$(INSTANCE)
release: build
make push -e VERSION=$(VERSION)
default: build
The default
make command is to execute docker build
. The difference between make run
and make start
is that make start
will daemonize the container, so that it will be running in the background. The make shell
command will execute your container, but drop you into the bash shell. This is very useful for troubleshooting your container via the command line. You can execute typical bash commands like ls -l
, check for the existence of environment variables, or run your app manually.
It's possible (and highly recommended if you're following the 12factor app patterns) to pass environment variables into your container when it is loaded. You can do this with the -e
flag. If you find yourself using many environment variables, it is more convenient in your development environment to create a file on your workstation containing all of your environment variables. The format is quite simple, where you define all of your dev environment variables in the standard key-value format (KEY=variable). You can then use the --env-file
flag to pass in your environment variables into the container at runtime (--env-file=./my-vars
). In the Makefile
, you can set the ENV
variable then to --env-file=./<yourfile>
.
If you are stuck, you can use git checkout -b step8 step8
to reset the project in the right place.
- The API doesn't have a notion of persistence. Using the mongoose ODM, try to add database connectivity to the application.
- https://swaggerhub.com item: # (/slide)
During this section, you will find it useful to have multiple terminal tabs open at once. You should open three tabs to this project's directory.
Duplicate the existing restaurants controller, and name the new file restaurants.mean.js
.
$ cd api/controllers
$ cp restaurants.js restaurants.mean.js
In the app.js
, you need to add the Mongoose ODM (Object Document Mapper) package.
Insert at line 6:
// Use the Mongoose ORM for modeling your objects in MongoDB
var mongoose = require('mongoose');
// Declare the database connection
var db = mongoose.connection;
// If no MONGO environment variable exists, default to localhost
if (!process.env.MONGO) {
process.env.MONGO = "mongodb://localhost:27017/restaurants";
}
// Connect to the database using the environment variable
// process.env.MONGO
mongoose.connect(process.env.MONGO);
// Listen for events from Mongoose
db.on('error', console.error.bind(console, 'connection error:'));
db.once('open', function() {
console.log("DB Connected");
});
If you try to run the project, you'll be faced with an error, Error: Cannot find module 'mongoose'
. This is because we have not yet installed the dependency in our project. To do that, you can use npm
. Execute npm install mongoose --save
. The --save
portion of the command will add it to your package.json
, which enables another user or system do know which dependencies are part of this project.
If not already open, open the Swagger editor: swagger project edit
. This will open a browser window for you to manipulate and preview your changes as you move along.
At Line 32 in the swagger.yaml
, add a new route.
# swagger.yaml
/restaurants-mean:
x-swagger-router-controller: restaurants.mean
get:
summary: Displays all of the restaurants available from Mongo
description: Displays all of the restaurants available. These restaurants are fantastic.
operationId: indexMean
responses:
200:
description: An array of restaurants
schema:
$ref: "#/definitions/Restaurants"
Exploring adjustments to the Swagger above:
- This route definition is similar to the earlier
/restaurants
route, but it has been renamed and points to the new controller file we created earlier,restaurants.mean.js
, in thex-swagger-router-controller: restaurants.mean
property. - The
operationId: index
is renamed tooperationId: indexMean
It's also necessary to make some adjustments in the restaurants.mean.js
controller:
// restaurants.mean.js
...
module.exports = {
indexMean: indexMean
};
function indexMean(req, res) {
...
- The
module.exports
object contents have been updated to reflect the newindexMean
function name. function indexMean(req, req)
now corresponds to our definition in the Swagger file.
If you are stuck, you can use git checkout -b step9 step9
to reset the project in the right place.
Run the project (swagger project start
). You will see an error. That's because we don't have a MongoDB up and running.
connection error: { [MongoError: failed to connect to server [localhost:27071] on first connect]
name: 'MongoError',
message: 'failed to connect to server [localhost:27071] on first connect' }
There are many options for running an instance of MongoDB. In this tutorial, we're going to run Mongo inside a Docker container.
To download the Mongo container, use the Docker CLI. First go to one of the other tabs in your terminal.
$ docker pull mongo
To run the container we just pulled, and run it in daemon mode (-d
):
$ docker run --name restaurants -p 27017:27017 -d mongo
You can check to see if the container is running by typing:
$ docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
b08274879bdc mongo "/entrypoint.sh mo..." 3 days ago Up 3 days 0.0.0.0:27017->27017/tcp restaurants
In the same terminal tab, start the project:
$ cd rest-api-swagger
$ swagger project start
Starting: /Users/ashleyroach/src/rest-api-swagger/app.js...
project started here: http://localhost:10010/
project will restart on changes.
to restart at any time, enter `rs`
DB Connected
Using the Swagger Editor already open in your browser, locate the GET /restaurants-mean
path, and click on the "Try Operation" button followed by "Send Request".
You should see the result:
[{"name":"Bar Americano","address":"20 Presgrave Pl, Melbourne VIC 3000, Australia"},{"name":"Ronchi 78","address":"Via S. Maurilio, 7, 20123 Milano, Italy"}]
At this point, the app is functional, connecting to the database, but because we copied our original file as a starting point, the app is not yet using the database. To start leveraging the database, we need to write some code using the Mongoose package we installed earlier.
Mongoose requires that you define a model
of your data (aka documents) that will be stored in MongoDB. Create the file api/controllers/restaurants.model.js
.
$ touch api/controllers/restaurants.model.js
Insert the following into that file:
'use strict';
var mongoose = require('mongoose'),
Schema = mongoose.Schema;
var RestaurantSchema = new Schema({
name: {
type: String,
required: true
},
address: {
type: String,
required: true
}
});
module.exports = mongoose.model('Restaurant', RestaurantSchema);
- This code defines a
Schema
that Mongoose will use to move data in and out of your database. - The
new Schema()
block defines the elements needed to tell Mongoose what it should expect when aRestaurant
object is sent to it.
We have to refactor the restaurants.mean.js
controller to interact with MongoDB.
Import the model near the top of the file (Line 3):
var Restaurants = require('./restaurants.model');
Replace the contents of the indexMean
function with the following:
Restaurants.find(function (err, contents) {
if(err) { return handleError(res, err); }
return res.status(200).json(contents);
});
Explaining the code:
Restaurants.find()
is a function that is inherited when you create a Mongoose schema and model. When it executes, it will return either an error (err
) or the data (contents
) to the function.- If there is no error, the data is returned in the response using a HTTP code of 200, and formatting the content as JSON.
With the Swagger Editor running navigate on the page to the GET /restaurants-mean
endpoint. Click on the "Try this operation" button. Scroll down and click on the "Send Request" button, the app will return an empty array (e.g., []
).
If you are stuck, you can use git checkout -b step10 step10
to reset the project in the right place.
To initially seed the database, we can create a script that will load upon startup and insert some dummy data into MongoDB. But, better yet, let's update the /restaurants-mean
endpoint to accept the HTTP method POST
.
If it's not already open, open the Swagger editor (swagger project edit
).
Currently, the /restaurants-mean
endpoint only supports GET
. To add a POST
method, at Line 43, insert post:
by starting to type post
and entering TAB
on your keyboard to execute the snippet.
post:
summary:
description:
responses:
200:
description: OK
Add a summary and description:
summary: Create a new restaurant entry
description: Create a new restaurant entry
Turning to the responses
section, when you create a new record via REST, the API should return a 201
HTTP code. Update the existing 200
code to be 201
.
post:
summary:
description:
responses:
201:
description: OK
To complete the post:
method in the Swagger definition file, it's necessary to provide the operationId
and the parameters
that will be submitted to the API.
post:
summary: Create a new restaurant entry
description: Create a new restaurant entry
operationId: createMean
parameters:
- name: restaurant
in: body
required: true
description: Restaurant Object
schema:
$ref: "#/definitions/Restaurant"
responses:
201:
description: OK
schema:
$ref: "#/definitions/Restaurant"
- The
operationId
maps to the the function definition in the controller (createMean
). - To tell the Swagger system what data to expect, we define a
parameters
block that containsin: body
-- meaning that the object will be submitted in the body of the request -- and theschema
is defined as theRestaurant
object we defined earlier in this project.
Next, we'll implement the createMean
method in the controller.
Add a new function in the controller.
module.exports = {
indexMean: indexMean,
createMean: createMean
};
...
// Around Line 19
function createMean(req, res) {
var newRestaurant = {
name: req.body.name,
address: req.body.address
}
Restaurants.create(newRestaurant, function(err, content) {
if(err) { return handleError(res, err); }
// console.log(content);
return res.status(201).json(content);
});
}
Exploring the code above:
-
To expose the
createMean()
function, JavaScript requires that you export the name. Therefore, you must add thecreateMean: createMean
line to themodule.exports
object. -
A new function is defined called
createMean(req, res)
. The function expects a request objectreq
, and returns a response objectres
. These objects are provided by the Express framework inherited by the swagger-node project. -
MongoDB is a no-SQL database, and stores JSON objects as the records within the database. A
newRestaurant
JSON object is created by assigning thereq.body.name
andreq.body.address
. This object will be passed into the Mongoosecreate()
function. -
By declaring the
Restaurants
object as a new MongooseSchema
, the database operations are inherited as part of theRestaurants
object. -
If no error is raised by Mongoose, the
return
statement returns an HTTP code of201
and also returns the Mongo result via thecontent
variable. Thecontent
variable is the result of a JavaScript callback, which is a common pattern for asynchronous operations in JavaScript / NodeJS.
Using the Swagger Editor, locate the POST /restaurants-mean
section, click on the "Try Operation" button, fill in the name
and address
details, and click on "Send Request".
You should receive a result that resembles:
{
"__v": 0,
"name": "Bar Americano",
"address": "20 Presgrave Pl, Melbourne VIC 3000, Australia",
"_id": "5881f4011d90cd17c326f78f"
}
Locate the GET /restaurants
section in the Swagger Editor. Click on "Try Operation". The result is the JSON document that is stored in your MongoDB.
[
{
"_id": "5881f4011d90cd17c326f78f",
"name": "Bar Americano",
"address": "20 Presgrave Pl, Melbourne VIC 3000, Australia",
"__v": 0
}
]
If you are stuck, you can use git checkout -b step11 step11
to reset the project in the right place.
In Part 1, we created a basic REST API using the swagger-node project. We also packaged it as a container and learned about using a Makefile to make our lives easier when dealing with the Docker CLI.
In Part 2, our basic project expanded to include the ability to persist data that is submitted to the REST API. We used MongoDB as the database and Mongoose to connect from our swagger-node project.
The following script is used at events organized by Cisco DevNet.
sh -c "$(curl -fsSL https://raw.githubusercontent.com/imapex-training/rest-api-swagger/master/tools/workstation-reset.sh)"
Unless noted otherwise, this tutorial is provided under the CC-BY-3.0 license, and any sample code is licensed under Apache 2.0.