=============== Getting started =============== Who should read this guide ~~~~~~~~~~~~~~~~~~~~~~~~~~ This guide is for experienced software developers who want to deploy applications to OpenStack clouds. If you are familiar with OpenStack but have not created a cloud application in general or an OpenStack application in particular, this section teaches you how to program with OpenStack components. What you will learn ~~~~~~~~~~~~~~~~~~~ Deploying applications in a cloud environment can be very different from deploying them in a traditional IT environment. This guide teaches you how to deploy applications on OpenStack and some best practices for cloud application development. A general overview ~~~~~~~~~~~~~~~~~~ This tutorial shows two applications. The first application is a simple fractal generator that uses mathematical equations to generate beautiful `fractal images `_. We show you this application in its entirety so that you can compare it to a second, more robust, application. The second application is an OpenStack application that enables you to: * Create and delete compute resources. These resources are virtual machine instances where the Fractals application runs. * Make cloud-related architecture decisions such as turning functions into micro-services and modularizing them. * Scale available resources up and down. * Use Object and Block storage for file and database persistence. * Use Orchestration services to automatically adjust to the environment. * Customize networking for better performance and segregation. * Explore and apply advanced OpenStack cloud features. Choose your OpenStack SDK ~~~~~~~~~~~~~~~~~~~~~~~~~ Anyone with a programming background can easily read the code in this guide. Although this guide focuses on a particular SDK, you can use other languages and toolkits with the OpenStack cloud: .. list-table:: OpenStack SDKs :header-rows: 1 :widths: 10, 10, 40, 40 * - Language - Name - Description - URL * - Python - `Libcloud `_ - A Python-based library that the Apache Foundation manages. Use it to work with multiple cloud types. - https://libcloud.readthedocs.org/en/latest/compute/drivers/openstack.html * - Python - OpenStack SDK - A Python-based library for OpenStack. - https://developer.openstack.org/sdks/python/openstacksdk/ * - Python - Shade - A Python-based library developed by OpenStack Infra team. Use it to operate multiple OpenStack clouds. - https://docs.openstack.org/infra/shade/ * - Java - `jClouds `_ - A Java-based library that the Apache Foundation manages. Use it to work with multiple cloud types. - https://jclouds.apache.org/guides/openstack/ * - Ruby - `fog `_ - A Ruby-based SDK. Use it to work with multiple clouds. - https://github.com/fog/fog-openstack/blob/master/docs/getting_started.md * - node.js - `pkgcloud `_ - A Node.js-based SDK. Use it work with multiple clouds. - https://github.com/pkgcloud/pkgcloud/tree/master/docs/providers/openstack * - PHP - `php-opencloud `_ - A PHP-based library. Use it to write PHP code that works with OpenStack clouds. - http://php-opencloud.readthedocs.org/en/latest/getting-started-with-openstack.html * - .NET Framework - OpenStack SDK for Microsoft .NET - A .NET-based library. Use it to write C++ or C# code for Microsoft applications. - https://www.nuget.org/packages/openstack.net * - Go - `gophercloud `_ - A go-based SDK. Use it to write Golang code that works with OpenStack clouds. - http://gophercloud.io/ For a list of available SDKs, see `Software Development Kits `_. Other versions of this guide show you how to use the other SDKs and languages to complete these tasks. If you are a developer for another toolkit that you would like this guide to include, feel free to submit code snippets. For more information, contact `OpenStack Documentation team `_ members. What you need ------------- We assume that you can already access an OpenStack cloud. You must have a project, also known as a tenant, with a minimum quota of six instances. Because the Fractals application runs in Ubuntu, Debian, Fedora-based, and openSUSE-based distributions, you must create instances that use one of these operating systems. To interact with the cloud, you must also have .. only:: dotnet `OpenStack Cloud SDK for Microsoft .NET 1.4.0.1 or later installed `_. .. note:: To install the OpenStack .NET SDK, use the NeGet Package Manager that is included with Visual Studio and Xamarin Studio. You simply add a package named 'openstack.net' and the NeGet Package Manager automatically installs the necessary dependencies. .. warning:: This document has not yet been completed for the .NET SDK. .. only:: fog `fog 1.19 or higher installed `_ and working with ruby gems 1.9. .. warning:: This document has not yet been completed for the fog SDK. .. only:: jclouds `jClouds 1.8 or higher installed `_. Our code samples use `Java 8 `_. We have created a Maven POM file to help you get started. If you do not know Maven then the `Maven home site `_ is a good place to learn more. **pom.xml:** .. literalinclude:: ../samples/jclouds/pom.xml :language: xml Place the above pom.xml into the root directory of your project. Then create the nested subdirectory tree :code:`src` -> :code:`main` -> :code:`java`. Place the Java code samples that you copy from this book into the folder named ":code:`java`". So, for example, the file named :code:`GettingStarted.java` from the end of this chapter would be located as follows: .. figure:: images/jclouds/screenshot_maven_layout.png :width: 328px :align: center :height: 179px :alt: Screenshot of the Maven project directory structure :figclass: align-center To use Maven to compile a downloaded sample, with the command prompt located in the same directory as the :code:`pom.xml` file, enter: .. code-block:: bash mvn compile Maven will download and install any dependencies required for compilation, then execute the Java compiler. All files in the :code:`java` subdirectory will be compiled. To use Maven to run each downloaded sample, with the command prompt located in the same directory as the :code:`pom.xml` file, enter: .. code-block:: bash # In the sample below replace GettingStarted with the name of the class you want to run mvn exec:java -Dexec.mainClass="GettingStarted" Maven will download and install any further dependencies required and then run the chosen class. .. only:: libcloud `libcloud 0.15.1 or higher installed `_. .. only:: pkgcloud `pkgcloud 1.2 or higher installed `_. .. highlight:: javascript .. only:: openstacksdk a recent version of `openstacksdk `_ installed. .. only:: phpopencloud `a recent version of php-opencloud installed `_. .. warning:: This document has not yet been completed for the php-opencloud SDK. .. only:: shade `a recent version of shade library installed `_. .. note:: Before proceeding, install the latest version of shade. .. only:: gophercloud `a recent version of gophercloud installed `_ Obtain the following information from your cloud provider: * auth URL * user name * password * project ID or name (projects are also known as tenants) * cloud region You can also download the OpenStack RC file from the OpenStack Horizon dashboard. Log in to the dashboard and click :guilabel:`Project->Access & Security->API Access->Download OpenStack RC file`. If you use this method, be aware that the "auth URL" does not include the path. For example, if your :file:`openrc.sh` file shows: .. code-block:: bash export OS_AUTH_URL=http://controller:5000/v2.0 The actual auth URL is: .. code-block:: python http://controller:5000 How you interact with OpenStack ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ In this tutorial, you interact with your OpenStack cloud through the SDK that you chose in "Choose your OpenStack SDK." This guide assumes that you know how to run code snippets in your language of choice. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-1 :end-before: step-2 .. only:: libcloud To try it, add the following code to a Python script (or use an interactive Python shell) by calling :code:`python -i`. .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-1 :end-before: step-2 .. only:: jclouds First provide the appropriate identity, credentials and authorization URL for your project. Then get an instance of the Nova API interface. .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-1 :end-before: step-2 .. only:: openstacksdk To try it out, add the following code to a Python script (or use an interactive Python shell) by calling :code:`python -i`. .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-1 :end-before: step-2 .. only:: pkgcloud To try it, use an interactive Node.js shell by calling :code:`node` or add the following code to a script. .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-1 :end-before: step-2 .. only:: dotnet To use the OpenStack .NET SDK, add the following code in the required namespace section. .. code-block:: c# using net.openstack.Core.Domain; using net.openstack.Core.Providers; using net.openstack.Providers.Rackspace; Because all service endpoints use the Identity Service for authentication and authorization, place the following code in the 'void Main()' entry-point function. .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-1 :end-before: step-2 .. note:: Because the tutorial reuses the :code:`conn` object, make sure that you always have one handy. .. only:: libcloud .. note:: If you receive the :code:`libcloud.common.types.InvalidCredsError: 'Invalid credentials with the provider'` exception when you run one of these API calls, double-check your credentials. .. note:: If your provider does not support regions, try a blank string ('') for the `region_name`. .. only:: shade Use your credentials above to specify the cloud provider name, username, password, project_name and region_name in the file :file:`~/.config/openstack/clouds.yml`. .. literalinclude:: ../samples/shade/clouds.yml :language: yaml .. note:: If you do use a public cloud `known by shade `_, you can avoid specifying :code:`auth_url:` and instead specify :code:`profile: $PROVIDER_NAME` in the clouds.yml file. To configure shade using a profile, use your credentials above to specify the cloud provider name, username, password, project name, and region name in the file :file:`~/.config/openstack/clouds.yml`. .. literalinclude:: ../samples/shade/shade.yml :language: yaml See `configure shade `_, to configure your cloud using a profile. .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-1 :end-before: step-2 .. only:: openstacksdk .. note:: If you receive the exception :code:`openstack.exceptions.HttpException: HttpException: 401 Client Error: Unauthorized,` while trying to run one of the following API calls please double-check your credentials. .. only:: gophercloud Use environment variables to set your cloud credentials .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-1 :end-before: step-2 .. note:: The client object accesses the Compute v2.0 service and type v2.1, so that version is in this tutorial. Flavors and images ~~~~~~~~~~~~~~~~~~ To run your application, you must launch an instance. This instance serves as a virtual machine. To launch an instance, you choose a flavor and an image. The flavor represents the size of the instance, including the number of CPUs and amount of RAM and disk space. An image is a prepared OS installation from which you clone your instance. When you boot instances in a public cloud, larger flavors can be more expensive than smaller ones in terms of resources and monetary cost. To list the images that are available in your cloud, run some API calls: .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-2 :end-before: step-3 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-2 :end-before: step-3 This code returns output like this: .. code-block:: python .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-2 :end-before: step-3 This code returns output like this: .. code-block:: none id: 6c7f5627-ca40-4781-ac34-4d9af53d4b29 name: Fedora 22 - Updated created: 2015-08-17T03:53:17Z updated: 2015-08-17T04:53:12Z status: ACTIVE ... id: 2cccbea0-cea9-4f86-a3ed-065c652adda5 name: Ubuntu 14.04 created: 2015-08-13T02:25:10Z updated: 2015-08-13T02:43:38Z status: ACTIVE .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-2 :end-before: step-3 This code returns output like this: .. code-block:: none Image Id: dce1a289-2ad5-4aaa-a7a6-fe30adc2094e - Image Name: snap1 Image Id: 97f55846-6ea5-4e9d-b437-bda97586bd0c - Image Name: cirros-0.3.4-x86_64-uec Image Id: 3e0e8270-0da4-4fec-bfc7-eeb763604cad - Image Name: cirros-0.3.4-x86_64-uec-ramdisk Image Id: 0b151382-d2f1-44d7-835b-6408bd523917 - Image Name: cirros-0.3.4-x86_64-uec-kernel .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :language: python :start-after: step-2 :end-before: step-3 This code returns output like this: .. code-block:: none checksum: 750a56555d4ec7303f5dc33b007ff632 container_format: bare created_at: '2014-07-14T19:02:15Z' direct_url: rbd://7e14670e-a6f8-445b-b632-4b79bafc4781/masseffect-images/b4efbc2a-6130-4f2e-b436-55a618c4de20/snap disk_format: raw file: /v2/images/b4efbc2a-6130-4f2e-b436-55a618c4de20/file id: b4efbc2a-6130-4f2e-b436-55a618c4de20 min_disk: 10 min_ram: 1024 name: Debian-7.0-Wheezy owner: 0bacd8121bb548698f340455b38bf561 protected: false schema: /v2/schemas/image size: 5242880000 status: active tags: [] updated_at: '2014-10-15T22:42:52Z' visibility: public .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-2 :end-before: step-3 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-2 :end-before: step-3 You should see output something like this: .. code-block:: python openstack.image.v1.image.Image(attrs={u'name': u'ubuntu-14.04', u'container_format': u'bare', u'disk_format': u'qcow2', u'checksum': u'6d8f1c8cf05e1fbdc8b543fda1a9fa7f', u'id': u'cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'size': 258540032}, loaded=True) ... .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-2 :end-before: step-3 This code returns output like this: .. code-block:: none [{74e6d1ec-9a08-444c-8518-4f232446386d 2016-02-01T07:20:31Z 0 0 cirros-0.3.4-x86_64-uec 100 ACTIVE 2016-02-01T07:20:32Z} {f70b7fb0-348a-4519-b358-0f239dc64dc5 2016-02-01T07:20:30Z 0 0 cirros-0.3.4-x86_64-uec-ramdisk 100 ACTIVE 2016-02-01T07:20:31Z} {e92f5e17-60d2-4cb5-b893-d605b136afab 2016-02-01T07:20:29Z 0 0 cirros-0.3.4-x86_64-uec-kernel 100 ACTIVE 2016-02-01T07:20:30Z}] You can also get information about available flavors: .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-3 :end-before: step-4 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-3 :end-before: step-4 This code returns output like this: .. code-block:: python .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-3 :end-before: step-4 This code returns output like this: .. code-block:: none id: c46104de-d5fd-4567-ab0b-3dcfd117bd99 name: m2.xlarge ram: 49152 disk: 30 vcpus: 12 ... id: cba9ea52-8e90-468b-b8c2-777a94d81ed3 name: m1.small ram: 2048 disk: 20 vcpus: 1 .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-3 :end-before: step-4 This code returns output like this: .. code-block:: none Flavor Id: 1 - Flavor Name: m1.tiny Flavor Id: 2 - Flavor Name: m1.small Flavor Id: 3 - Flavor Name: m1.medium Flavor Id: 4 - Flavor Name: m1.large Flavor Id: 42 - Flavor Name: m1.nano Flavor Id: 5 - Flavor Name: m1.xlarge Flavor Id: 84 - Flavor Name: m1.micro .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :language: python :start-after: step-3 :end-before: step-4 This code returns output like this: .. code-block:: none HUMAN_ID: true NAME_ATTR: name OS-FLV-DISABLED:disabled: false OS-FLV-EXT-DATA:ephemeral: 0 disk: 80 ephemeral: 0 human_id: supersonic id: '200' is_public: true links: - href: https://compute.dream.io:8774/v2/5d013ac5962749a49af7ff18c2fb228c/flavors/200 rel: self - href: https://compute.dream.io:8774/5d013ac5962749a49af7ff18c2fb228c/flavors/200 rel: bookmark name: supersonic os-flavor-access:is_public: true ram: 2048 swap: '' vcpus: 1 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-3 :end-before: step-4 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-3 :end-before: step-4 You should see output something like this: .. code-block:: python openstack.compute.v2.flavor.FlavorDetail(attrs={u'name': u'm1.tiny', u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/flavors/1', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/1', u'rel': u'bookmark'}], u'ram': 512, u'OS-FLV-DISABLED:disabled': False, u'vcpus': 1, u'swap': u'', u'os-flavor-access:is_public': True, u'rxtx_factor': 1.0, u'OS-FLV-EXT-DATA:ephemeral': 0, u'disk': 1, u'id': u'1'}, loaded=True) openstack.compute.v2.flavor.FlavorDetail(attrs={u'name': u'm1.small', u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'bookmark'}], u'ram': 2048, u'OS-FLV-DISABLED:disabled': False, u'vcpus': 1, u'swap': u'', u'os-flavor-access:is_public': True, u'rxtx_factor': 1.0, u'OS-FLV-EXT-DATA:ephemeral': 0, u'disk': 20, u'id': u'2'}, loaded=True) openstack.compute.v2.flavor.FlavorDetail(attrs={u'name': u'm1.medium', u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/flavors/3', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/3', u'rel': u'bookmark'}], u'ram': 4096, u'OS-FLV-DISABLED:disabled': False, u'vcpus': 2, u'swap': u'', u'os-flavor-access:is_public': True, u'rxtx_factor': 1.0, u'OS-FLV-EXT-DATA:ephemeral': 0, u'disk': 40, u'id': u'3'}, loaded=True) ... .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-3 :end-before: step-4 This code returns output like this: .. code-block:: none [{1 1 512 m1.tiny 1 0 1} {2 20 2048 m1.small 1 0 1} {3 40 4096 m1.medium 1 0 2} ... {84 0 128 m1.micro 1 0 1}] Your images and flavors will be different, of course. Choose an image and flavor for your instance. You need about 1GB RAM, 1 CPU, and a 1GB disk. This example uses the Ubuntu image with a small flavor, which is a safe choice. In subsequent tutorial sections in this guide, you must change the image and flavor IDs to correspond to the image and flavor that you choose. If the image that you want is not available in your cloud, you can usually upload one depending on the policy settings of your cloud. For information about how to upload images, see `obtaining images `_. Set the image and size variables to appropriate values for your cloud. We will use these variables in later sections. First, tell the connection to get a specified image by using the ID of the image that you picked in the previous section: .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-4 :end-before: step-5 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-4 :end-before: step-5 This code returns output like this: .. code-block:: python .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-4 :end-before: step-5 This code returns output like this: .. code-block:: none id: 2cccbea0-cea9-4f86-a3ed-065c652adda5 name: Ubuntu 14.04 created: 2015-08-13T02:25:10Z updated: 2015-08-13T02:43:38Z status: ACTIVE .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-4 :end-before: step-5 This code returns output like this: .. code-block:: none Image Id: 97f55846-6ea5-4e9d-b437-bda97586bd0c - Image Name: cirros-0.3.4-x86_64-uec .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-4 :end-before: step-5 This code returns output like this: .. code-block:: none checksum: da578dd59289a35a0ac7744a0bd85cf5 container_format: bare created_at: '2014-10-27T22:05:37Z' direct_url: rbd://7e14670e-a6f8-445b-b632-4b79bafc4781/masseffect-images/c55094e9-699c-4da9-95b4-2e2e75f4c66e/snap disk_format: raw file: /v2/images/c55094e9-699c-4da9-95b4-2e2e75f4c66e/file id: c55094e9-699c-4da9-95b4-2e2e75f4c66e min_disk: 0 min_ram: 0 name: Ubuntu-14.04-Trusty owner: 0bacd8121bb548698f340455b38bf561 protected: false schema: /v2/schemas/image size: 10737418240 status: active tags: [] updated_at: '2014-10-27T22:08:55Z' visibility: public .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-4 :end-before: step-5 You should see output something like this: .. code-block:: python openstack.image.v1.image.Image(attrs={u'name': u'ubuntu-14.04', u'container_format': u'bare', u'disk_format': u'qcow2', u'checksum': u'6d8f1c8cf05e1fbdc8b543fda1a9fa7f', u'id': u'cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'size': 258540032}, loaded=True) .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-4 :end-before: step-5 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-4 :end-before: step-5 You should see output like this: .. code-block:: none &{74e6d1ec-9a08-444c-8518-4f232446386d 2016-02-01T07:20:31Z 0 0 cirros-0.3.4-x86_64-uec 100 ACTIVE 2016-02-01T07:20:32Z} Next, tell the script which flavor you want to use: .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-5 :end-before: step-6 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-5 :end-before: step-6 This code returns output like this: .. code-block:: python .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-5 :end-before: step-6 This code returns output like this: .. code-block:: none id: cba9ea52-8e90-468b-b8c2-777a94d81ed3 name: m1.small ram: 2048 disk: 20 vcpus: 1 .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-5 :end-before: step-6 This code returns output like this: .. code-block:: none Flavor Id: 2 - Flavor Name: m1.small .. only:: shade Specify the flavor ID that you would like to use. .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-5 :end-before: step-6 This code returns output like this: .. code-block:: none HUMAN_ID: true NAME_ATTR: name OS-FLV-DISABLED:disabled: false OS-FLV-EXT-DATA:ephemeral: 0 disk: 80 ephemeral: 0 human_id: subsonic id: '100' is_public: true links: - href: https://compute.dream.io:8774/v2/5d013ac5962749a49af7ff18c2fb228c/flavors/100 rel: self - href: https://compute.dream.io:8774/5d013ac5962749a49af7ff18c2fb228c/flavors/100 rel: bookmark name: subsonic os-flavor-access:is_public: true ram: 1024 swap: '' vcpus: 1 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-5 :end-before: step-6 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-5 :end-before: step-6 You should see output something like this: .. code-block:: python openstack.compute.v2.flavor.Flavor(attrs={u'name': u'm1.small', u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'bookmark'}], u'ram': 2048, u'OS-FLV-DISABLED:disabled': False, u'vcpus': 1, u'swap': u'', u'os-flavor-access:is_public': True, u'rxtx_factor': 1.0, u'OS-FLV-EXT-DATA:ephemeral': 0, u'disk': 20, 'id': u'2'}, loaded=True) .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-5 :end-before: step-6 You should see output like this: .. code-block:: none &{1 1 512 m1.tiny 1 0 1} Now, you can launch the instance. Launch an instance ~~~~~~~~~~~~~~~~~~ Use your selected image and flavor to create an instance. .. note:: The following instance creation example assumes that you have a single-tenant network. If you receive the 'Exception: 400 Bad Request Multiple possible networks found, use a Network ID to be more specific' error, you have multiple-tenant networks. You must add a `networks` parameter to the call that creates the server. See :doc:`/appendix` for details. Create the instance. .. note:: Your SDK might call an instance a 'node' or 'server'. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-6 :end-before: step-7 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-6 :end-before: step-7 This code returns output like this: .. code-block:: python .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-6 :end-before: step-7 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-6 :end-before: step-7 You should see output something like: .. code-block:: python openstack.compute.v2.server.Server(attrs={'flavorRef': openstack.compute.v2.flavor.Flavor(attrs={u'name': u'm1.small', u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'bookmark'}], u'ram': 2048, u'OS-FLV-DISABLED:disabled': False, u'vcpus': 1, u'swap': u'', u'os-flavor-access:is_public': True, u'rxtx_factor': 1.0, u'OS-FLV-EXT-DATA:ephemeral': 0, u'disk': 20, 'id': u'2'}, loaded=True), 'name': 'testing', 'imageRef': openstack.image.v1.image.Image(attrs={u'name': u'ubuntu14.04', u'container_format': u'bare', u'disk_format': u'qcow2', u'checksum': u'6d8f1c8cf05e1fbdc8b543fda1a9fa7f', u'id': u'cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'size': 258540032}, loaded=True), 'id': u'a1700b84-dc9a-434e-8f7a-40852e97781c'}, loaded=False) .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-6 :end-before: step-7 This code returns output like this: .. code-block:: none 0d7968dc-4bf4-4e01-b822-43c9c1080d77 .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-6 :end-before: step-7 This code returns output like this: .. code-block:: none Instance Id: 4e480ef1-68f0-491f-b237-d9b7f500ef24 at net.openstack.Core.Domain.Link[] .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-6 :end-before: step-7 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-6 :end-before: step-7 You should see output like this: .. code-block:: none &{739dd964-ae88-461d-9746-f8f1139d20f6 0 map[] map[] map[] map[] ... RPUkTFM8fynn [map[name:default]]} If you list existing instances: .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-7 :end-before: step-8 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-7 :end-before: step-8 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-7 :end-before: step-8 .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-7 :end-before: step-8 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-7 :end-before: step-8 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-7 :end-before: step-8 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-7 :end-before: step-8 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-7 :end-before: step-8 The new instance appears. .. only:: libcloud .. code-block:: python .. only:: openstacksdk .. code-block:: python openstack.compute.v2.server.ServerDetail(attrs={u'OS-EXT-STS:task_state': u'scheduling', u'addresses': {}, u'links': [{u'href': u'http://controller:8774/v2/96ff6aa79e60423d9848b70d5475c415/servers/a1700b84-dc9a-434e-8f7a-40852e97781c', u'rel': u'self'}, {u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/servers/a1700b84-dc9a-434e-8f7a-40852e97781c', u'rel': u'bookmark'}], u'image': {u'id': u'cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'links': [{u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/images/cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'rel': u'bookmark'}]}, u'OS-EXT-STS:vm_state': u'building', u'OS-SRV-USG:launched_at': None, u'flavor': {u'id': u'2', u'links': [{u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'bookmark'}]}, u'id': u'a1700b84-dc9a-434e-8f7a-40852e97781c', u'user_id': u'59f76712914b44819cf311af43946079', 'imageRef': openstack.compute.v2.image.Image(attrs={u'id': u'cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'links': [{u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/images/cb6b7936-d2c5-4901-8678-c88b3a6ed84c', u'rel': u'bookmark'}]}, loaded=False), u'OS-DCF:diskConfig': u'MANUAL', u'accessIPv4': u'', u'accessIPv6': u'', u'progress': 0, u'OS-EXT-STS:power_state': 0, u'OS-EXT-AZ:availability_zone': u'nova', u'config_drive': u'', u'status': u'BUILD', u'updated': u'2015-10-12T13:45:37Z', u'hostId': u'', u'OS-SRV-USG:terminated_at': None, u'key_name': None, 'flavorRef': openstack.compute.v2.flavor.Flavor(attrs={u'id': u'2', u'links': [{u'href': u'http://controller:8774/96ff6aa79e60423d9848b70d5475c415/flavors/2', u'rel': u'bookmark'}]}, loaded=False), u'name': u'testing', u'created': u'2015-10-12T13:45:37Z', u'tenant_id': u'96ff6aa79e60423d9848b70d5475c415', u'os-extended-volumes:volumes_attached': [], u'metadata': {}}, loaded=True) .. only:: pkgcloud .. code-block:: none ... id: '0d7968dc-4bf4-4e01-b822-43c9c1080d77', name: 'testing', status: 'PROVISIONING', progress: 0, imageId: '2cccbea0-cea9-4f86-a3ed-065c652adda5', adminPass: undefined, addresses: {}, metadata: {}, flavorId: '3', hostId: 'b6ee757ed678e8c6589ae8cce405eeded89ac914daec73e45a5c50b8', created: '2015-06-30T08:17:39Z', updated: '2015-06-30T08:17:44Z', ... .. only:: dotnet .. code-block:: none Instance Id: 4e480ef1-68f0-491f-b237-d9b7f500ef24 at net.openstack.Core.Domain.Link[] .. only:: shade .. code-block:: none HUMAN_ID: true NAME_ATTR: name OS-DCF:diskConfig: MANUAL OS-EXT-AZ:availability_zone: iad-1 OS-EXT-STS:power_state: 1 OS-EXT-STS:task_state: null OS-EXT-STS:vm_state: active OS-SRV-USG:launched_at: '2015-07-20T20:31:10.000000' OS-SRV-USG:terminated_at: null accessIPv4: '' accessIPv6: '' addresses: private-network: - OS-EXT-IPS-MAC:mac_addr: fa:16:3e:60:f5:cd OS-EXT-IPS:type: fixed addr: 2607:f298:6050:4e14:f816:3eff:fe60:f5cd version: 6 - OS-EXT-IPS-MAC:mac_addr: fa:16:3e:60:f5:cd OS-EXT-IPS:type: fixed addr: 10.10.10.14 version: 4 config_drive: '' created: '2015-07-20T20:30:23Z' flavor: id: '100' links: - href: https://compute.dream.io:8774/5d013ac5962749a49af7ff18c2fb228c/flavors/100 rel: bookmark hostId: f71865b497e6fa71063e292b11846eb64b5a41cd5c00fbb7465b6a48 human_id: testing id: 67ecebdc-daff-4d84-bd04-bc76c67b48ec image: id: c55094e9-699c-4da9-95b4-2e2e75f4c66e links: - href: https://compute.dream.io:8774/5d013ac5962749a49af7ff18c2fb228c/images/c55094e9-699c-4da9-95b4-2e2e75f4c66e rel: bookmark key_name: null links: - href: https://compute.dream.io:8774/v2/5d013ac5962749a49af7ff18c2fb228c/servers/67ecebdc-daff-4d84-bd04-bc76c67b48ec rel: self - href: https://compute.dream.io:8774/5d013ac5962749a49af7ff18c2fb228c/servers/67ecebdc-daff-4d84-bd04-bc76c67b48ec rel: bookmark metadata: {} name: testing networks: private-network: - 2607:f298:6050:4e14:f816:3eff:fe60:f5cd - 10.10.10.14 os-extended-volumes:volumes_attached: [] progress: 0 security_groups: - name: default status: ACTIVE tenant_id: 5d013ac5962749a49af7ff18c2fb228c updated: '2015-07-20T20:31:10Z' user_id: bfd3dbf1c8a242cd90884408de547bb9 .. only:: gophercloud .. code-block:: none [... {739dd964-ae88-461d-9746-f8f1139d20f6 061fdb617b6c4bdf8694bf5b0d8eefdd bb210009e42c4b509ba75893a757c8e5 testing 2016-02-16T07:16:52Z 2016-02-16T07:16:52Z 2d2f4bba90498fd46c72e7d019dde9189c36637b73e71e1e652d75db BUILD 0 ... [map[name:default]]} ...] Before you continue, you must do one more thing. Destroy an instance ~~~~~~~~~~~~~~~~~~~ Cloud resources, such as running instances that you no longer use, can cost money. To avoid unexpected expenses, destroy cloud resources. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-8 :end-before: step-9 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-8 :end-before: step-9 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-8 :end-before: step-9 .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# :dedent: 3 :start-after: step-8 :end-before: step-9 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-8 :end-before: step-9 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-8 :end-before: step-9 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-8 :end-before: step-9 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-8 :end-before: step-9 If you list the instances again, the instance disappears. Leave your shell open to use it for another instance deployment in this section. Deploy the application to a new instance ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Now that you know how to create and delete instances, you can deploy the sample application. The instance that you create for the application is similar to the first instance that you created, but this time, we introduce a few extra concepts. .. note:: Internet connectivity from your cloud instance is required to download the application. When you create an instance for the application, you want to give it a bit more information than you supplied to the bare instance that you just created and deleted. We will go into more detail in later sections, but for now, simply create the following resources so that you can feed them to the instance: * A key pair. To access your instance, you must import an SSH public key into OpenStack to create a key pair. OpenStack installs this key pair on the new instance. Typically, your public key is written to :code:`.ssh/id_rsa.pub`. If you do not have an SSH public key file, follow `these instructions `_ first. We will cover these instructions in depth in :doc:`/introduction`. In the following example, set :code:`pub_key_file` to the location of your public SSH key file. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-9 :end-before: step-10 .. only:: libcloud .. note:: If you see an IOError, you may need to change ``~/.ssh/`` to ``/home/{USERNAME}/.ssh/``, using an absolute path. .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-9 :end-before: step-10 :: .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-9 :end-before: step-10 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-9 :end-before: step-10 .. only:: jclouds If a key pair of the given name is not found then one is generated. .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-9 :end-before: step-10 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-9 :end-before: step-10 .. code-block:: python openstack.compute.v2.keypair.Keypair(attrs={u'public_key': u'ssh-rsa ABAAABAQCyyzkyaPf.....', u'name': u'demokey', u'fingerprint': aa:bb:cc:... '}, loaded=True) .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-9 :end-before: step-10 * Network access. By default, OpenStack filters all traffic. You must create a security group and apply it to your instance. The security group allows HTTP and SSH access. We will go into more detail in :doc:`/introduction`. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-10 :end-before: step-11 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-10 :end-before: step-11 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-10 :end-before: step-11 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-10 :end-before: step-11 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-10 :end-before: step-11 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-10 :end-before: step-11 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-10 :end-before: step-11 * Userdata. During instance creation, you can provide userdata to OpenStack to configure instances after they boot. The cloud-init service applies the user data to an instance. You must pre-install the cloud-init service on your chosen image. We will go into more detail in :doc:`/introduction`. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-11 :end-before: step-12 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-11 :end-before: step-12 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-11 :end-before: step-12 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-11 :end-before: step-12 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-11 :end-before: step-12 .. only:: openstacksdk .. note:: User data in openstacksdk must be encoded to Base64 .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-11 :end-before: step-12 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-11 :end-before: step-12 Now, you can boot and configure the instance. Boot and configure an instance ------------------------------ Use the image, flavor, key pair, and userdata to create an instance. After you request the instance, wait for it to build. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-12 :end-before: step-13 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-12 :end-before: step-13 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-12 :end-before: step-13 .. only:: shade The shade framework can select and assign a free floating IP quickly .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-12 :end-before: step-13 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-12 :end-before: step-13 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-12 :end-before: step-13 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-12 :end-before: step-13 When the instance boots, the `ex_userdata` variable value instructs the instance to deploy the Fractals application. Associate a floating IP for external connectivity ------------------------------------------------- We cover networking in detail in :doc:`/networking`. To see the application running, you must know where to look for it. By default, your instance has outbound network access. To make your instance reachable from the Internet, you need an IP address. By default in some cases, your instance is provisioned with a publicly rout-able IP address. In this case, you see an IP address listed under `public_ips` or `private_ips` when you list the instances. If not, you must create and attach a floating IP address to your instance. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-13 :end-before: step-14 This gets an IP address that you can assign to your instance: .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-14 :end-before: step-15 .. only:: libcloud To see whether a private IP address is assigned to your instance: .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-13 :end-before: step-14 If one is assigned, users can use this address to access the instance on some OpenStack clouds. To determine whether a public IP address is assigned to your instance: .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-14 :end-before: step-15 If one is assigned, users can use this address to access the instance. To create a floating IP address to use with your instance: Use :code:`ex_list_floating_ip_pools()` and select the first floating IP address pool. Allocate this pool to your project and use it to get a floating IP address. .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-15 :end-before: step-16 This code returns the floating IP address: :: , driver=> Attach the floating IP address to the instance: .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-16 :end-before: step-17 .. only:: pkgcloud Use :code:`getFloatingIps` to check for unused addresses. Select the first available address. Otherwise, use :code:`allocateNewFloatingIp` to allocate a floating IP to your project from the default address pool. .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-13 :end-before: step-14 This code returns the floating IP address: :: 203.0.113.101 Attach the floating IP address to the instance: .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-14 :end-before: step-15 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-13 :end-before: step-14 .. only:: jclouds Allocate the floating IP address: .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-13 :end-before: step-14 Then attach it to the instance: .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-14 :end-before: step-15 .. only:: openstacksdk .. note:: For this example, we take a floating IP pool from the 'public' network, which is your external network. List all available floating IPs for this project and select the first free one. Allocate a new floating IP if none is available. .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-13 :end-before: step-14 This code returns the floating IP address: .. code-block:: python openstack.network.v2.floating_ip.FloatingIP(attrs={u'router_id': None, u'status': u'DOWN', u'tenant_id': u'96ff6aa79e60423d9848b70d5475c415', u'floating_network_id': u'0e43db46-8fd9-4ef1-8826-4cf9e809aede', u'fixed_ip_address': None, u'floating_ip_address': u'203.0.113.101', u'port_id': None, u'id': u'da890b1e-0afa-4724-9af6-0e5ab9cc33dd'}, loaded=True) You can then attach it to the instance: .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-14 :end-before: step-15 .. only:: gophercloud To see whether a private IP address is assigned to your instance: .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-13 :end-before: step-14 If one is assigned, users can use this address to access the instance on some OpenStack clouds. To determine whether a public IP address is assigned to your instance: .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-14 :end-before: step-15 If one is assigned, users can use this address to access the instance. To create a floating IP address to use with your instance: Use network service client to select the first floating IP address pool. Allocate this pool to your project and use it to get a floating IP address. .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-15 :end-before: step-16 Attach the floating IP address to the instance: .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-16 :end-before: step-17 Run the script to start the deployment. Access the application ---------------------- Deploying application data and configuration to the instance can take some time. Consider enjoying a cup of coffee while you wait. After the application deploys, you can use your preferred browser to visit the awesome graphic interface at the following link. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby :start-after: step-15 .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :start-after: step-17 .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :start-after: step-15 .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :start-after: step-15 .. only:: jclouds .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java :start-after: step-15 :end-before: step-16 .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :start-after: step-15 .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go :start-after: step-17 .. note:: If you do not use floating IP addresses, substitute another IP address, as appropriate. .. figure:: images/screenshot_webinterface.png :width: 800px :align: center :height: 600px :alt: screenshot of the webinterface :figclass: align-center Next steps ~~~~~~~~~~ Do not worry if these concepts are not yet completely clear. In :doc:`/introduction`, we explore these concepts in more detail. * :doc:`/scaling_out`: Learn how to scale your application. * :doc:`/durability`: Learn how to use Object Storage to make your application durable. * :doc:`/block_storage`: Migrate the database to block storage, or use the database-as-a-service component. * :doc:`/orchestration`: Automatically orchestrate your application. * :doc:`/networking`: Learn about complex networking. * :doc:`/advice`: Get advice about operations. * :doc:`/craziness`: Learn some crazy things that you might not think to do ;) .. todo:: List the next sections here or simply reference introduction. Complete code sample ~~~~~~~~~~~~~~~~~~~~ The following file contains all of the code from this section of the tutorial. This comprehensive code sample lets you view and run the code as a single script. Before you run this script, confirm that you have set your authentication information, the flavor ID, and image ID. .. only:: fog .. literalinclude:: ../samples/fog/getting_started.rb :language: ruby .. only:: libcloud .. literalinclude:: ../samples/libcloud/getting_started.py :language: python .. only:: pkgcloud .. literalinclude:: ../samples/pkgcloud/getting_started.js :language: javascript .. only:: dotnet .. literalinclude:: ../samples/dotnet/getting_started.cs :language: c# .. only:: shade .. literalinclude:: ../samples/shade/getting_started.py :language: python .. only:: jclouds **GettingStarted.java:** .. literalinclude:: ../samples/jclouds/GettingStarted.java :language: java .. only:: openstacksdk .. literalinclude:: ../samples/openstacksdk/getting_started.py :language: python .. only:: gophercloud .. literalinclude:: ../samples/gophercloud/getting_started.go :language: go