From 4f68968bedbb7ff0adbab20e268f014093b0df41 Mon Sep 17 00:00:00 2001 From: Ghanshyam Mann Date: Thu, 17 Jun 2021 19:16:28 -0500 Subject: [PATCH] Retire workload-ref-archs repo As discussed in TC meeting[1], TC is retiring the workload-ref-archs repo. [1] https://meetings.opendev.org/meetings/tc/2021/tc.2021-06-17-15.00.log.html#l-98 Change-Id: I935d26a6b6b8fc137491674b7f81667127a58137 --- .gitignore | 58 -- .mailmap | 3 - .zuul.yaml | 3 - CONTRIBUTING.rst | 17 - HACKING.rst | 74 -- LICENSE | 176 ---- MANIFEST.in | 6 - README.rst | 28 +- doc/source/big-data/big-data.rst | 436 --------- doc/source/big-data/figures/figure01.png | Bin 26015 -> 0 bytes doc/source/big-data/figures/figure02.png | Bin 31777 -> 0 bytes doc/source/big-data/figures/figure03.png | Bin 35140 -> 0 bytes doc/source/big-data/figures/figure04.png | Bin 40060 -> 0 bytes doc/source/big-data/sample/heat/BigData.yaml | 881 ------------------ doc/source/big-data/sample/heat/README.rst | 103 -- doc/source/conf.py | 137 --- doc/source/contributing.rst | 4 - .../maturity-analysis-blockchain.pdf | Bin 775563 -> 0 bytes .../open-source-maturity-analysis-json.docx | Bin 108289 -> 0 bytes ...pen-source-maturity-analysis-messageq.docx | Bin 296085 -> 0 bytes ...rk-based-on-open-source-sdn-controller.pdf | Bin 2155297 -> 0 bytes ...production-requirement-using-openstack.pdf | Bin 1107907 -> 0 bytes ...npay-shanghaibank-sdn-financial-cloud.docx | Bin 6264998 -> 0 bytes doc/source/index.rst | 27 - doc/source/installation.rst | 12 - doc/source/readme.rst | 1 - doc/source/usage.rst | 7 - .../web-applications/figures/figure01.png | Bin 18056 -> 0 bytes .../web-applications/figures/figure02.png | Bin 29688 -> 0 bytes .../web-applications/figures/figure03.png | Bin 53294 -> 0 bytes .../web-applications/figures/figure04.png | Bin 64775 -> 0 bytes .../web-applications/sample/heat/README.rst | 94 -- .../sample/heat/WebAppAutoScaling.yaml | 332 ------- .../sample/heat/WebAppStatic.yaml | 204 ---- .../sample/heat/nested/heat_app_tier.yaml | 167 ---- .../sample/heat/nested/heat_sql_tier.yaml | 222 ----- .../sample/heat/nested/heat_web_tier.yaml | 165 ---- .../sample/heat/nested/setup_net_sg.yaml | 356 ------- .../web-applications/web-applications.rst | 449 --------- releasenotes/notes/.placeholder | 0 releasenotes/source/_static/.placeholder | 0 releasenotes/source/_templates/.placeholder | 0 releasenotes/source/conf.py | 275 ------ releasenotes/source/index.rst | 8 - releasenotes/source/unreleased.rst | 5 - requirements.txt | 5 - setup.cfg | 51 - setup.py | 29 - test-requirements.txt | 17 - tox.ini | 46 - workload-ref-archs/__init__.py | 19 - .../ecommerce/sample/heat/README.rst | 100 -- .../sample/heat/eCommerceAutoScaling.yaml | 383 -------- .../sample/heat/eCommerceStatic.yaml | 253 ----- .../heat/nested/launch_services_layer.yaml | 229 ----- .../sample/heat/nested/launch_sql_layer.yaml | 201 ---- .../sample/heat/nested/launch_web_layer.yaml | 167 ---- .../sample/heat/nested/setup_network.yaml | 360 ------- workload-ref-archs/tests/__init__.py | 0 workload-ref-archs/tests/base.py | 23 - .../tests/test_workload-ref-archs.py | 28 - workload-template.rst | 70 -- 62 files changed, 8 insertions(+), 6223 deletions(-) delete mode 100644 .gitignore delete mode 100644 .mailmap delete mode 100644 .zuul.yaml delete mode 100644 CONTRIBUTING.rst delete mode 100644 HACKING.rst delete mode 100644 LICENSE delete mode 100644 MANIFEST.in delete mode 100644 doc/source/big-data/big-data.rst delete mode 100644 doc/source/big-data/figures/figure01.png delete mode 100644 doc/source/big-data/figures/figure02.png delete mode 100644 doc/source/big-data/figures/figure03.png delete mode 100644 doc/source/big-data/figures/figure04.png delete mode 100644 doc/source/big-data/sample/heat/BigData.yaml delete mode 100644 doc/source/big-data/sample/heat/README.rst delete mode 100755 doc/source/conf.py delete mode 100644 doc/source/contributing.rst delete mode 100644 doc/source/financial/maturity-analysis-blockchain.pdf delete mode 100644 doc/source/financial/open-source-maturity-analysis-json.docx delete mode 100644 doc/source/financial/open-source-maturity-analysis-messageq.docx delete mode 100644 doc/source/financial/research-and-practice-of-next-generation-financial-cloud-network-based-on-open-source-sdn-controller.pdf delete mode 100644 doc/source/financial/unionpay-financial-cloud-five-high-production-requirement-using-openstack.pdf delete mode 100644 doc/source/financial/unionpay-shanghaibank-sdn-financial-cloud.docx delete mode 100644 doc/source/index.rst delete mode 100644 doc/source/installation.rst delete mode 100644 doc/source/readme.rst delete mode 100644 doc/source/usage.rst delete mode 100644 doc/source/web-applications/figures/figure01.png delete mode 100644 doc/source/web-applications/figures/figure02.png delete mode 100644 doc/source/web-applications/figures/figure03.png delete mode 100644 doc/source/web-applications/figures/figure04.png delete mode 100644 doc/source/web-applications/sample/heat/README.rst delete mode 100644 doc/source/web-applications/sample/heat/WebAppAutoScaling.yaml delete mode 100644 doc/source/web-applications/sample/heat/WebAppStatic.yaml delete mode 100644 doc/source/web-applications/sample/heat/nested/heat_app_tier.yaml delete mode 100644 doc/source/web-applications/sample/heat/nested/heat_sql_tier.yaml delete mode 100644 doc/source/web-applications/sample/heat/nested/heat_web_tier.yaml delete mode 100644 doc/source/web-applications/sample/heat/nested/setup_net_sg.yaml delete mode 100644 doc/source/web-applications/web-applications.rst delete mode 100644 releasenotes/notes/.placeholder delete mode 100644 releasenotes/source/_static/.placeholder delete mode 100644 releasenotes/source/_templates/.placeholder delete mode 100644 releasenotes/source/conf.py delete mode 100644 releasenotes/source/index.rst delete mode 100644 releasenotes/source/unreleased.rst delete mode 100644 requirements.txt delete mode 100644 setup.cfg delete mode 100644 setup.py delete mode 100644 test-requirements.txt delete mode 100644 tox.ini delete mode 100644 workload-ref-archs/__init__.py delete mode 100644 workload-ref-archs/ecommerce/sample/heat/README.rst delete mode 100644 workload-ref-archs/ecommerce/sample/heat/eCommerceAutoScaling.yaml delete mode 100644 workload-ref-archs/ecommerce/sample/heat/eCommerceStatic.yaml delete mode 100644 workload-ref-archs/ecommerce/sample/heat/nested/launch_services_layer.yaml delete mode 100644 workload-ref-archs/ecommerce/sample/heat/nested/launch_sql_layer.yaml delete mode 100644 workload-ref-archs/ecommerce/sample/heat/nested/launch_web_layer.yaml delete mode 100644 workload-ref-archs/ecommerce/sample/heat/nested/setup_network.yaml delete mode 100644 workload-ref-archs/tests/__init__.py delete mode 100644 workload-ref-archs/tests/base.py delete mode 100644 workload-ref-archs/tests/test_workload-ref-archs.py delete mode 100644 workload-template.rst diff --git a/.gitignore b/.gitignore deleted file mode 100644 index 963e589..0000000 --- a/.gitignore +++ /dev/null @@ -1,58 +0,0 @@ -*.py[cod] - -# C extensions -*.so - -# Packages -*.egg* -*.egg-info -dist -build -eggs -parts -bin -var -sdist -develop-eggs -.installed.cfg -lib -lib64 - -# Installer logs -pip-log.txt - -# Unit test / coverage reports -cover/ -.coverage* -!.coveragerc -.tox -nosetests.xml -.testrepository -.venv - -# Translations -*.mo - -# Mr Developer -.mr.developer.cfg -.project -.pydevproject - -# Complexity -output/*.html -output/*/index.html - -# Sphinx -doc/build - -# pbr generates these -AUTHORS -ChangeLog - -# Editors -*~ -.*.swp -.*sw? - -# Files created by releasenotes build -releasenotes/build \ No newline at end of file diff --git a/.mailmap b/.mailmap deleted file mode 100644 index 516ae6f..0000000 --- a/.mailmap +++ /dev/null @@ -1,3 +0,0 @@ -# Format is: -# -# diff --git a/.zuul.yaml b/.zuul.yaml deleted file mode 100644 index 059c6a9..0000000 --- a/.zuul.yaml +++ /dev/null @@ -1,3 +0,0 @@ -- project: - templates: - - build-openstack-docs-pti diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst deleted file mode 100644 index 3e6fd83..0000000 --- a/CONTRIBUTING.rst +++ /dev/null @@ -1,17 +0,0 @@ -If you would like to contribute to the development of OpenStack, you must -follow the steps in this page: - - http://docs.openstack.org/infra/manual/developers.html - -If you already have a good understanding of how the system works and your -OpenStack accounts are set up, you can skip to the development workflow -section of this documentation to learn how changes to OpenStack should be -submitted for review via the Gerrit tool: - - http://docs.openstack.org/infra/manual/developers.html#development-workflow - -Pull requests submitted through GitHub will be ignored. - -Bugs should be filed on Launchpad, not GitHub: - - https://bugs.launchpad.net/workload-ref-archs diff --git a/HACKING.rst b/HACKING.rst deleted file mode 100644 index 7377f5f..0000000 --- a/HACKING.rst +++ /dev/null @@ -1,74 +0,0 @@ -workload-ref-archs Style Commandments -===================================== - -- Read the OpenStack Style Commandments - https://docs.openstack.org/hacking/latest/ - -- Read the `OpenStack Documentation Contributor Guide`_, - especially the `Writing style`_, `RST conventions`_ - and `Diagram guidelines`_ - -.. _OpenStack Documentation Contributor Guide: https://docs.openstack.org/contributor-guide -.. _Writing style: https://docs.openstack.org/contributor-guide/writing-style.html -.. _RST conventions: https://docs.openstack.org/contributor-guide/rst-conv.html -.. _Diagram guidelines: https://docs.openstack.org/contributor-guide/diagram-guidelines.html - -Proposing a new Workload Reference Architecture ------------------------------------------------ - -- Anyone can propose new Workload Reference Architecture -- Anyone can propose to enhance or modify existing Workload Reference - Architecture -- All proposal will be reviewed by the core team members of Enterprise WG - -Submission Process ------------------- - -#. Follow the instructions at `First timers `_ - to configure a local environment. - -#. Clone the repository:: - - git clone https://github.com/openstack/workload-ref-archs.git - -#. Create a branch for the new workload :: - - git checkout -b - -#. Create the following directory structures under `doc/source `_ - for the new workload:: - - - /.rst - /figures - /sample/heat - /sample/murano - - .. list-table:: - :widths: 15 25 - - * - .rst - - Provides a full description of the workload. - Please follow the structure in `workload-template.rst `_ - - * - figures - - Include all images in this folder - - * - sample/heat - - Include sample code for heat (if any) - - * - sample/murano - - Include sample code for murano (if any) - -#. Commit the changes:: - - git commit -a -m "new workload " - -#. Submit the changes for review, use the "new-workload" topic for new - workload:: - - git review -t new-workload - -#. The core reviewers of the Workload Reference Architectures team will review - the submision. - diff --git a/LICENSE b/LICENSE deleted file mode 100644 index 68c771a..0000000 --- a/LICENSE +++ /dev/null @@ -1,176 +0,0 @@ - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. Definitions. - - "License" shall mean the terms and conditions for use, reproduction, - and distribution as defined by Sections 1 through 9 of this document. - - "Licensor" shall mean the copyright owner or entity authorized by - the copyright owner that is granting the License. - - "Legal Entity" shall mean the union of the acting entity and all - other entities that control, are controlled by, or are under common - control with that entity. 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However, in accepting such obligations, You may act only - on Your own behalf and on Your sole responsibility, not on behalf - of any other Contributor, and only if You agree to indemnify, - defend, and hold each Contributor harmless for any liability - incurred by, or claims asserted against, such Contributor by reason - of your accepting any such warranty or additional liability. - diff --git a/MANIFEST.in b/MANIFEST.in deleted file mode 100644 index c978a52..0000000 --- a/MANIFEST.in +++ /dev/null @@ -1,6 +0,0 @@ -include AUTHORS -include ChangeLog -exclude .gitignore -exclude .gitreview - -global-exclude *.pyc diff --git a/README.rst b/README.rst index 298b806..4ee2c5f 100644 --- a/README.rst +++ b/README.rst @@ -1,22 +1,10 @@ -============================================================== -OpenStack Enterprise WG Workload Reference Architectures. -============================================================== +This project is no longer maintained. -The OpenStack Enterprise Work Group is developing a series of -'tenant-level' reference architectures to help users to learn and -understand how to deploy different types of workloads on an OpenStack -Cloud. These reference architectures describe the list of OpenStack -services that can be used to support the workload and provides sample code -to bootstrap the workload environment on an OpenStack Cloud. +The contents of this repository are still available in the Git +source code management system. To see the contents of this +repository before it reached its end of life, please check out the +previous commit with "git checkout HEAD^1". -This repo will be used to maintain the documents of these reference -architectures and sample code. - -* Free software: Apache license -* Bugs: http://bugs.launchpad.net/workload-ref-archs - -.. * Documentation: http://docs.openstack.org/developer/workload-ref-archs -.. * Source: http://git.openstack.org/cgit/openstack/workload-ref-archs - -The `Hacking.rst `_ file contains details on how to contribute -workload reference architectures. +For any further questions, please email +openstack-discuss@lists.openstack.org or join #openstack-dev on +OFTC. diff --git a/doc/source/big-data/big-data.rst b/doc/source/big-data/big-data.rst deleted file mode 100644 index 7717237..0000000 --- a/doc/source/big-data/big-data.rst +++ /dev/null @@ -1,436 +0,0 @@ -OpenStack Workload Reference Architecture: Big Data -=================================================== - -Introduction ------------- - -Big Data analytics has established itself as an important process to support -new or enhanced business models. Big Data is a term for data sets that are so -large or complex that traditional data processing applications are inadequate -to deal with them. Big Data analytics refers to the use of predictive -analytics, user behavior analytics, or certain other advanced data analytics -methods that extract value from data. - -Since Big Data analytics can include and analyze all types of data sources, -the results are valuable for most departments in an enterprise. Each might -perform analytics with different business objectives. Considering the short -innovation cycle of most digital business models, Enterprise IT is often -under pressure to fulfill a multitude of demands quickly. A flexible, fast, -efficient and easy-to-manage Big Data deployment is critical. - -Cloud is one approach to tackle the dynamic situation caused by high volumes -of analytics requests with rapid deployment time requirements. In an -OpenStack-based cloud environment, a Big Data cluster can be provisioned in -an automated manner. The value of Big Data on cloud contributes to it being -one of the top use cases for OpenStack. According to the April 2016 -`OpenStack User Survey`_, 27 percent of users have deployed or are testing -Big Data analytics solutions. - -Apache Hadoop on OpenStack offers a Big Data infrastructure that scales out -both compute and storage resources, and provides the secure and automated -capabilities for the analytics process. The `Apache Hadoop project`_ is the -de facto standard open source framework for Big Data analytics, used in the -vast majority of deployments. Multiple Hadoop clusters are often deployed to -respond to an enterprise’s needs. - -This reference architecture is intended for enterprise architects who are -looking to deploy Big Data Hadoop clusters on an OpenStack cloud. It describes -a generic Hadoop architecture and uses open source technologies: - -* `OpenStack cloud software`_ - -* `Ubuntu Linux`_ operating system - -* `Apache Ambari`_ – open source software to provision, manage and monitor - Hadoop clusters. - -.. _OpenStack User Survey: https://www.openstack.org/assets/survey/April-2016-User-Survey-Report.pdf -.. _Apache Hadoop project: http://hadoop.apache.org/ -.. _OpenStack cloud software: http://www.openstack.org/software/ -.. _Ubuntu Linux: https://www.ubuntu.com/ -.. _Apache Ambari: http://ambari.apache.org/ - -This reference architecture describes and includes installation files for a -basic Hadoop cluster. Additional services can be applied for a more complex -configuration and will be covered in future works. - -Figure 1: High-level overview of Hadoop architecture - -.. figure:: figures/figure01.png - :alt: Figure 1: High-level overview of Hadoop architecture - -OpenStack for Hadoop Clusters ------------------------------ - -This Hadoop architecture is derived from actual use cases and experience. -Building a Hadoop-based Big Data environment can be a complex task. It is -highly recommended to use common approaches to reduce this complexity, such as -identifying the data processing models. These processing models demand high -availability of resources, networking, bandwidth, storage, as well as security -constraints in the enterprise context. - -* **Batch processing model** – Analytics based on historic data - - In the batch processing model, the analytic tasks are executed or queried in - a scheduled or recurring manner. Typically the data is already available for - analysis in a static repository such as large files or databases. The batch - processing model is often used to analyze business data of a certain period. - One example is an ETL (extract, transform, load) process to extract business - data from various ERP systems for supply chain planning. - -* **Stream processing model** – Business real-time analytics - - In the stream processing model, data is continuously streamed and directly - analyzed in real time. Actions can be triggered in case of occurrence of - special or defined events. An example of a stream processing workload is - fraud detection for credit card companies. A credit card transaction is - transmitted online to the credit card company and is evaluated in real time - based on certain parameters; for example, checking the card’s validity and - the purchase amount against the limit. It is also possible to check the - location of purchases and compare this to other recent purchases. - For example, if purchases are made in the U.S. and Europe in a timespan of - only a few hours, this indicates a high likelihood of fraud and action can be - taken to decline the transaction. - -* **Predictive processing model** – Predict outcome based on recent and - historical data - - This model is used to predict an outcome, behavior or other actions for the - future. Generally this analytic model consists of various predictive - algorithms. One example is predictive maintenance. Data from machines, - engines or other sensors is collected and analyzed so that predictive actions - can be made to recommend the next maintenance cycle before a failure might - occur. - -Hadoop clusters use a master-slave architecture. The data is ingested into the -cluster and stored in blocks in the Hadoop distributed file system (HDFS). The -default block size is 64MB. The blocks of data are replicated to different -nodes in the clusters. Part of the core Hadoop project, `YARN`_ provides a -framework for job scheduling and cluster resource management. With YARN, -multiple data processing applications can be implemented in the Hadoop cluster. - -.. _YARN: http://hortonworks.com/apache/yarn/ - -Typically a Hadoop cluster with YARN is composed of different types of cluster -nodes: - -* **NameNode** – The metadata about the data blocks are stored in the NameNode. - This provides lookup functionality and tracking for all data or files in the - Hadoop cluster. NameNode does not store the actual data. Generally the - NameNode requires high memory (RAM) allocation. The NameNode belongs to the - "master" part of Hadoop architecture. - -* **DataNode** – This is also referred as the worker node and belongs to the - "slave" part of a Hadoop architecture. It is responsible for storing and - computing the data and responds to the NameNode for filesystem operations. - Generally a DataNode requires high amount of storage space. - -* **ResourceManager** – This is the master that manages the resources in the - Hadoop cluster. It has a scheduler to allocate resources to the various - applications across the cluster. - -* **NodeManager** – This takes instruction from the ResourceManager and is - responsible for executing the applications. It monitors and reports the - resources (cpu, memory, disk) to the ResourceManager. - -An OpenStack cloud is powered by many different services (also known as -projects). Utilizing the core services and the Hadoop Common package, a -Hadoop cluster can be deployed in a virtualized environment with minimal -effort. Optional services such as the OpenStack Orchestration service (Heat) -can be added to automate deployment. This reference architecture does not -cover OpenStack Big Data Service (Sahara). Sahara provides a simple means to -provision as well as scale previously provisioned Hadoop clusters. -Sahara will be covered in future reference architecture documents. - -Figure 2 shows the core and optional services in relation to one another, -and the services to confirm are available in your OpenStack cloud. - -Figure 2. Logical representation of OpenStack services in support of Hadoop -clusters - -.. figure:: figures/figure02.png - :alt: Figure 2. Logical representation of OpenStack services in support of Hadoop clusters - -Brief descriptions of the core and optional services are as follow. -The `OpenStack Project Navigator`_ provides additional information. - -.. _OpenStack Project Navigator: http://www.openstack.org/software/project-navigator/ - -.. list-table:: **Core services** - :widths: 20 50 - - * - Compute (Nova) - - Manages the life cycle of compute instances, including spawning, - scheduling, and decommissioning of virtual machines (VMs) on demand. - * - Image Service (Glance) - - Stores and retrieves VM disk images. Used by OpenStack Compute during - instance provisioning. - * - Block Storage (Cinder) - - Virtualizes the management of block storage devices and provides a - self-service API to request and use those resources regardless of the - physical storage location or device type. Supports popular storage - devices. - * - Networking (Neutron) - - Enables network connectivity as a service for other OpenStack services, - such as OpenStack Compute. Provides an API to define networks and their - attachments. Supports popular networking vendors and technologies. Also - provides LBaaS and Firewall-as-a-Service (FWaaS). - * - Identity Service (Keystone) - - Provides authentication and authorization for the other OpenStack - services. - * - Object Storage (Swift) - - Stores and retrieves arbitrary unstructured data objects via a RESTful - HTTP-based API. Highly fault-tolerant with data replication and - scale-out architecture. - -.. list-table:: **Optional services** - :widths: 20 50 - - * - Orchestration (Heat) - - Orchestrates multiple composite cloud applications by using either the - native HOT template format or the AWS CloudFormation template format, - through both an OpenStack-native REST API and a - CloudFormation-compatible Query API. - * - Telemetry (Ceilometer) - - Monitors and meters the OpenStack cloud for billing, benchmarking, - scalability, and statistical purposes. - * - Dashboard (Horizon) - - Provides an extensible web-based self-service portal to interact with - underlying OpenStack services, such as launching an instance, assigning - IP addresses, or configuring access controls. - -Figure 3 illustrates the basic functional interaction between these services. -For further details: -`OpenStack Conceptual Architecture Diagram `_. - -Figure 3. Functional interaction between OpenStack components - -.. figure:: figures/figure03.png - :alt: Figure 3. Functional interaction between OpenStack components - -Structuring a Hadoop Cluster with OpenStack -------------------------------------------- - -OpenStack provides the necessary compute, network and data storage services -for building a cloudbased Hadoop cluster to meet the needs of the various -processing models. - -Networking -********** - -Multiple networks can be created for the Hadoop cluster connectivity. Neutron -routers are created to route the traffic between networks. - -* **Edge Network** – Provides connectivity to the client-facing and enterprise - IT network. End users are accessing the Hadoop cluster through this network. - -* **Cluster Network** – Provides inter-node communication for the Hadoop - cluster. - -* **Management Network** – Optionally provides a dedicated network for - accessing the Hadoop nodes' operating system for maintenance and monitoring - purposes. - -* **Data Network** – Provides a dedicated network for accessing the object - storage within an OpenStack Swift environment or to an external object - storage such as Amazon S3. This is optional if object storage is not used. - -Neutron security groups are used to filter traffic. Hadoop uses different -ports and protocols depending on the services deployed and communications -requirements. Different security groups can be created for different types of -nodes, depending on the Hadoop services running on it. With OpenStack security -groups, multiple rules can be specified that allow/deny traffic from certain -protocols, ports, or IP addresses or ranges. Each virtual machine (VM) can be -applied with one or more security groups. In OpenStack, each tenant has a -default security group, which is applied to instances that have no other -security group defined. Unless changed, this security group denies all -incoming traffic. - -Image Management -**************** - -There are multiple options to provide operating system configuration for the -Hadoop nodes. On-the-fly configuration allows greater flexibility but can -increase spawning time. The operating system images can also be pre-configured -to contain all of the Hadoop-related packages required for the different types -of nodes. Pre-configuration can reduce instance build time, but includes its -own set of problems, such as patching and image lifecycle management. In this -example, the Heat orchestration features are used to configure the Hadoop -nodes on-the-fly. Additional Hadoop and operating system packages are installed -on-the-fly depending on the node type (e.g. NameNode, DataNode). These packages -can be downloaded from Internet-based or local repositories. For a more secure -enterprise environment, local package repository is recommended. - -Data Management -*************** - -Similar to an external hard drive, Cinder volumes are persistent block-storage -virtual devices that may be mounted and dismounted from the VM. Cinder volumes -can be attached to only one instance at a time. A Cinder volume is attached to -each Hadoop DataNode to provide the HDFS. - -If the data to be processed by a Hadoop cluster needs to be accessed by other -applications, the OpenStack Swift object storage can be used to store it. -Swift offers a cost-effective way of storing unstructured data. Hadoop provides -a built-in interface to access Swift or AWS S3 object storage; either can be -configured to serve data over HTTP to the Hadoop cluster. - -Orchestration -************* - -Heat uses template files to automate the deployment of complex cloud -environments. Orchestration is more than just standing up virtual servers; -it can also be used to install software, apply patches, configure networking -and security, and more. Heat templates are provided with this reference -architecture that allow the user to quickly and automatically setup and -configure a Hadoop cluster for different data processing models -(types of analytics). - -Figure 4: A Hadoop cluster on OpenStack - -.. figure:: figures/figure04.png - :alt: Figure 4: A Hadoop cluster on OpenStack - -Demonstration and Sample Code ------------------------------ - -This section describes the Heat template provided for this workload. The -template is used to configure all of the Hadoop nodes. It has been created -for reference and training and is not intended to be used unmodified in a -production environment. - -An Ambari Hadoop environment is created on a standard Ubuntu 14.04 server -cloud image in QEMU copy on write (qcow2). The qcow2 cloud image is stored in -the Glance repository. The Apache Ambari open source project makes Hadoop -management simpler by providing an easy-to-use Hadoop management web UI backed -by its RESTful APIs. Basically, Ambari is the central management service -for open source Hadoop. In this architecture, an Ambari service is installed -on the Master Node (NameNode). The Heat template also installs additional -required services such as the name server, Network Time Protocol (NTP) server, -database, and the operating system configuration customization required for -Ambari. Floating IP can be allocated to the Master Node to provide user access -to the Ambari service. In addition, an Ambari agent service is deployed on -each node of the cluster. This provides communication and authentication -functionality between the cluster nodes. - -The following nodes are installed by the Heat template: - -* **Master Node (NameNode)** – This node houses the cluster-wide management - services that provide the internal functionality to manage the Hadoop cluster - and its resources. - -* **Data Nodes** – Services used for managing and analyzing the data, stored in - HDFS, are located on these nodes. Analytics jobs access and compute the data - on the Data Nodes. - -* **Edge Node** – Services used to access the cluster environment or the data - outside the cluster are on this node. For security, direct user access to the - Hadoop cluster should be minimized. Users can access the cluster via the - command line interface (CLI) from the Edge Node. All data-import and - data-export processes can be channeled on one or more Edge Nodes. - -* **Admin Node** – Used for system-wide administration - -Multiple networks (edge, cluster, management, data) described in previous -sections are created by the Heat orchestration. A Neutron security group -is attached to each instance of the cluster node. The template also provisions -Cinder volumes and attaches one Cinder volume to each node. Swift is not -configured in this template and will be covered in future work. - -The Heat template, BigData.yaml, can be downloaded from -http://www.openstack.org/software/sample-configs/#big-data. -Please review the README file for further details. - -Scope and Assumptions ---------------------- - -The Heat template provided for this reference architecture assumes that the -Hadoop cluster workload is deployed in a single-region, single-zone OpenStack -environment. The deployment in a multi-zone/multiregion environment is outside -the scope of this document. - -The Heat template is configured to address the minimum infrastructure -resources for deploying a Hadoop cluster. Architecting a Hadoop cluster is -highly dependent on the data volume and other performance indicators defined by -the business use cases, such as response times for analytic processes and how -and which services will be used. - -The sample environment uses the Java environment. As such, the Heat template -installer will be required to accept the Java license agreement. - -As mentioned, Sahara is not used in this implementation. Sahara is the -OpenStack Big Data Service that provisions a data-intensive application cluster -such as Hadoop or Spark. The Sahara project enables users to easily provision -and manage clusters with Hadoop and other data processing frameworks on -OpenStack. An update to this reference architecture to include Sahara is under -consideration. - -Summary -------- - -There are many possible choices or strategies for deploying a Hadoop cluster -and there are many possible variations in OpenStack deployment. This document -and the accompanying Heat templates serve as a general reference architecture -for a basic deployment and installation process via Openstack orchestration. -They are intended to demonstrate how easily and quickly a Hadoop Cluster can be -deployed, using the core OpenStack services. Complementary services will be -included in future updates. - -These additional resources are recommended to delve into more depth on overall -OpenStack cloud architecture, the OpenStack services covered in this reference -architecture, and Hadoop and Ambari. The vibrant, global OpenStack community -and ecosystem can be invaluable for their experience and advice, especially the -users that have deployed Big Data solutions. Visit openstack.org to get started -or click on these resources to begin designing your OpenStack-based Big Data -analytics system. - -.. list-table:: - :widths: 25 50 - :header-rows: 1 - - * - Resource - - Overview - * - `OpenStack Marketplace`_ - - One-stop resource to the skilled global ecosystem for distributions, - drivers, training, services and more. - * - `OpenStack Architecture Design Guide`_ - - Guidelines for designing an OpenStack cloud architecture for common use - cases. With examples. - * - `OpenStack Networking Guide`_ - - How to deploy and manage OpenStack Networking (Neutron). - * - `OpenStack Virtual Machine Image Guide`_ - - This guide describes how to obtain, create, and modify virtual machine - images that are compatible with OpenStack. - * - `Complete OpenStack documentation`_ - - Index to all documentation, for every role and step in planning and - operating an OpenStack cloud. - * - `Community Application Catalog`_ - - Download this LAMP/WordPress sample application and other free - OpenStack applications here. - * - `Apache Hadoop project`_ - - The de facto standard open source framework for Big Data analytics, - used in this reference architecture. - * - `Apache Ambari project`_ - - This reference architecture and files deploy Big Data using Ambari, an - open source package for installing, configuring and managing a Hadoop - cluster. - * - `Welcome to the community!`_ - - Join mailing lists and IRC chat channels, find jobs and events, access - the source code and more. - * - `User groups`_ - - Find a user group near you, attend meetups and hackathons—or organize - one! - * - `OpenStack events`_ - - Global schedule of events including the popular OpenStack Summits and - regional OpenStack Days. - -.. _OpenStack Marketplace: http://www.openstack.org/marketplace/ -.. _OpenStack Architecture Design Guide: http://docs.openstack.org/arch-design/ -.. _OpenStack Networking Guide: http://docs.openstack.org/mitaka/networking-guide/ -.. _OpenStack Virtual Machine Image Guide: http://docs.openstack.org/image-guide/ -.. _Complete OpenStack Documentation: http://docs.openstack.org/ -.. _Community Application Catalog: http://apps.openstack.org/ -.. _Apache Ambari project: http://ambari.apache.org/ -.. _Welcome to the community!: http://www.openstack.org/community/ -.. _User groups: https://groups.openstack.org/ -.. _OpenStack events: http://www.openstack.org/community/events/ diff --git a/doc/source/big-data/figures/figure01.png 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external network - type: string - - network_router_1_external: - default: 38a4e580-e368-4404-a2e0-cbef9343740e - description: Router external network - type: string - - network_router_2_external: - default: 38a4e580-e368-4404-a2e0-cbef9343740e - description: Router external network - type: string - - image_ubuntu: - default: a808eacb-ab6f-4929-873d-be3ae8535f0d - description: An Ubuntu cloud image (glance image id) to use for all server - type: string - - flavor_edge: - default: l1.medium - description: Flavor to use for edge server - type: string - - flavor_master: - default: l1.medium - description: Flavor to use for master server - type: string - - flavor_data: - default: l1.medium - description: Flavor to use for worker server - type: string - - flavor_repo: - default: l1.medium - description: Flavor to use for repository server - type: string - - config_dns_nameserver: - default: 8.8.8.8 - description: DNS Server for external Access (Temporary) - type: string - -resources: - deploymentscript: - type: OS::Heat::SoftwareConfig - properties: - inputs: - - name: previous - default: 'NONE' - group: script - config: - str_replace: - params: - $variable1: "Test" - template: | - #!/bin/bash - case $(hostname) in - *edge*) - SYSTEMTYPE="edge"; - ;; - *master*) - SYSTEMTYPE="master"; - ;; - *data*) - SYSTEMTYPE="data"; - ;; - *repo*) - SYSTEMTYPE="repo"; - ;; - *) - SYSTEMTYPE="nothing"; - ;; - esac - - FULLHOSTNAME=$(curl http://169.254.169.254/latest/meta-data/hostname) - SHORTHOSTNAME=$(echo $FULLHOSTNAME | awk -F'.' {'print $1'}) - DOMAIN=$(echo $FULLHOSTNAME | awk -F'.' {'print $NF'}) - MASTERNODE=master-node - - function issue_start { - echo ${@}: started >> /etc/issue - } - - function issue_end { - if [ "$1" -eq "0" ]; then - echo ${@:2}: success >> /etc/issue - else - echo ${@:2}: failed >> /etc/issue - fi - } - - function set_local_hosts { - # Set hostname - ip -o a | grep "inet " | grep -v "^1: lo" | awk -F"/" {'print $1'} | awk {'print $4 " HOSTNAME-"$2".DOMAIN HOSTNAME-"$2'} | sed s/HOSTNAME/$HOSTNAME/g | sed s/DOMAIN/$DOMAIN/g > /mnt/shared/host-$HOSTNAME.txt - - # Change eth to networkname - COUNT=0; - for i in ${@}; do - sed -i s/eth${COUNT}/$i/g /mnt/shared/host-$HOSTNAME.txt - COUNT=$(($COUNT + 1)); - done - sed -i s/-Cluster-Network//g /mnt/shared/host-$HOSTNAME.txt - } - - if [ "$SYSTEMTYPE" == "repo" ]; then - issue_start nfsserver - apt-get -y install nfs-server - mkdir /shared - chmod 777 /shared - echo "/shared *(rw)" >> /etc/exports - service nfs-kernel-server start - issue_end $? nfsserver - - # Set SSH Key - ssh-keygen -b 4096 -t rsa -f /root/.ssh/id_rsa -N '' - cp -rp /root/.ssh/id_rsa.pub /shared - fi - - cp -rp /etc/issue /etc/issue.orig - - issue_start GroupCheck - echo "SYSTEMTYPE: $SYSTEMTYPE" >> /root/output.txt - echo "params: $variable1" >> /root/output.txt - issue_end $? GroupCheck - - # Format Partition - issue_start Prepare /dev/vdb - mkfs.ext4 /dev/vdb - # /hadoop - mkdir /hadoop - echo "/dev/vdb /hadoop ext4 defaults 0 0" >> /etc/fstab - mount /hadoop - issue_end $? Prepare /dev/vdb - - # Set multiple network adapters - issue_start dhclient - ip a | grep mtu | grep -v lo: | awk {'print "dhclient "$2'} | sed s/:$//g | bash - issue_end $? dhclient - - issue_start set ulimits - cat << EOF >> /etc/security/limits.conf - * - nofile 32768 - * - nproc 65536 - EOF - issue_end $? set ulimits - - issue_start deactivate transparent huge pages - cat << EOF > /etc/rc.local - #!/bin/bash - if test -f /sys/kernel/mm/transparent_hugepage/enabled; then - echo "never" > /sys/kernel/mm/transparent_hugepage/enabled - fi - if test -f /sys/kernel/mm/transparent_hugepage/defrag; then - echo "never" > /sys/kernel/mm/transparent_hugepage/defrag - fi - EOF - /bin/bash /etc/rc.local - issue_end $? deactivate transparent huge pages - - - # Mount NFS Share - issue_start mount nfs share - apt-get -y install nfs-common - mkdir /mnt/shared - - # Check if mount is available - while [ ! "$(showmount -e 10.20.7.5)" ]; do - issue_end 1 mount nfs share: not available at present - done - - mount 10.20.7.5:/shared /mnt/shared - issue_end $? mount nfs share - - # Set Admin SSH Key for easy access - issue_start set admin ssh key - cat /mnt/shared/id_rsa.pub >> /root/.ssh/authorized_keys - issue_end $? set admin ssh key - - # Save Hostnames to /mnt/shared - issue_start gathering hostnames - case $SYSTEMTYPE in - edge) - set_local_hosts admin Cluster-Network edge - ;; - master) - set_local_hosts admin Cluster-Network Object-Storage-Connect-Network Management - ;; - data) - set_local_hosts admin Cluster-Network Object-Storage-Connect-Network Management - ;; - repo) - set_local_hosts admin Cluster-Network edge - ;; - *) - set_local_hosts normal - ;; - esac - issue_end $? gathering hostnames - - # Set local /etc/hosts - issue_start hosts_localhost - echo "127.0.0.1 $FULLHOSTNAME $SHORTHOSTNAME" >> /etc/hosts - issue_end $? hosts_localhost - - # Configure Name Server - #issue_start nameserver - #echo "nameserver 8.8.8.8" > /etc/resolv.conf - #issue_end $? nameserver - - # Configure Time-Server - issue_start Install ntp - apt-get -y install ntp - issue_end $? Install ntp - - # Deactivate Swappiness - issue_start Deactivate swappiness - echo "vm.swappiness=1" >> /etc/sysctl.conf - sysctl -w vm.swappiness=1 - issue_end $? Deactivate swappiness - - # Activate Hortonworks Repository - issue_start Installation ambari-agent - wget -nv http://public-repo-1.hortonworks.com/ambari/ubuntu14/2.x/updates/2.4.0.1/ambari.list -O /etc/apt/sources.list.d/ambari.list - apt-key adv --recv-keys --keyserver keyserver.ubuntu.com B9733A7A07513CAD - apt-get update - apt-get -y install ambari-agent - sed -i s/hostname=localhost/hostname=${MASTERNODE}.$DOMAIN/g /etc/ambari-agent/conf/ambari-agent.ini - issue_end $? Installation ambari-agent - - # Install Java 1.8 - issue_start java - echo "\n" | add-apt-repository ppa:webupd8team/java - apt-get update - # Accept Licence - echo debconf shared/accepted-oracle-license-v1-1 select true | debconf-set-selections - echo debconf shared/accepted-oracle-license-v1-1 seen true | debconf-set-selections - apt-get -y install oracle-java8-installer - issue_end $? java - - # Set all /etc/hosts - issue_start hosts - cp -rp /etc/hosts /tmp/hosts-original - cat /tmp/hosts-original | grep -v "127.0.0.1 $FULLHOSTNAME" > /etc/hosts - cat /mnt/shared/host*.txt >> /etc/hosts - issue_end $? hosts - - ###################### Individual parts ###################### - if [ "$SYSTEMTYPE" == "master" ]; then - issue_start ambari-server - apt-get -y install ambari-server expect - JAVA_HOME="/usr/lib/jvm/java-8-oracle/jre/" - - SETUP_AMBARI=$(expect -c " - set timeout 60 - spawn ambari-server setup -j $JAVA_HOME - expect \"Customize user account for ambari-server daemon\" {send \"n\r\"} - expect \"Enter advanced database configuration\" {send \"n\r\"} - expect eof - ") - echo "${SETUP_AMBARI}" - touch /mnt/shared/ambari-server-installed.txt - service ambari-server start - issue_end $? ambari-server - fi - - if [ "$SYSTEMTYPE" == "repo" ]; then - issue_start puppetmaster - apt-get -y install puppetmaster - issue_end $? puppetmaster - fi - - issue_start Start Ambari Agent - # Start ambari Agent - # Checks if /mnt/shared/ambari-server-installed.txt exists - while [ ! "$(ls /mnt/shared/ambari-server-installed.txt)" ]; do - issue_end 1 Check if Ambaris Server is installed $(date) - sleep 60 - done - service ambari-agent start - issue_end $? Start Ambari Agent - - issue_end 0 Finished - - volume_0: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - volume_1: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - volume_2: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - volume_3: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - volume_4: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - volume_5: - properties: - metadata: - attached_mode: rw - readonly: 'False' - bootable: 'False' - size: 10 - type: OS::Cinder::Volume - - floatingip_0: - properties: - floating_network_id: - get_param: network_external_for_floating_ip - type: OS::Neutron::FloatingIP - - key_0: - properties: - name: demo1 - public_key: ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQDayVuy2lZ11GuFVQmA402tZvDl7CopLCSPNZn/IqVvdA5A4XtocQnkZVUegQYJ8XMz9RMPAi/0LreUQbaS4/mSDtjAs0GupAbFeMumjzlwdmZEmgCO+iEwkawmXiARV/7A1qZT+5WP7hVJk9svQv2BAiHiXugGQPx4TlRCnMOJZf3T5LmIeNh1XgzWpcmj7NX97hs12iiIBu7HWALgyrp5qshZo0y1vxnedSIQgwnOQiFx0/fUAL7k1pioE7fe88rwQegMDibSeTvDgABLhJUOtC6Gv8kp02XuoOoAecrlqIRfBASQQf7aaNs9oIBiJ4U6Jt6ladHlB/fKpqMbPllf - type: OS::Nova::KeyPair - - network_1: - properties: - admin_state_up: true - name: Cluster-Network - shared: false - type: OS::Neutron::Net - - subnet_1: - properties: - allocation_pools: - - end: 10.20.1.100 - start: 10.20.1.10 - cidr: 10.20.1.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subCluster-Network - network_id: - get_resource: network_1 - type: OS::Neutron::Subnet - - network_2: - properties: - admin_state_up: true - name: Object-Storage-Connect-Network - shared: false - type: OS::Neutron::Net - - subnet_2: - properties: - allocation_pools: - - end: 10.20.2.100 - start: 10.20.2.10 - cidr: 10.20.2.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subObject-Storage-Connect-Network - network_id: - get_resource: network_2 - type: OS::Neutron::Subnet - - network_3: - properties: - admin_state_up: true - name: Object-Storage-Cluster-Network - shared: false - type: OS::Neutron::Net - - subnet_3: - properties: - allocation_pools: - - end: 10.20.3.100 - start: 10.20.3.10 - cidr: 10.20.3.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subObject-Storage-Cluster-Network - network_id: - get_resource: network_3 - type: OS::Neutron::Subnet - - network_4: - properties: - admin_state_up: true - name: Management - shared: false - type: OS::Neutron::Net - - subnet_4: - properties: - allocation_pools: - - end: 10.20.4.100 - start: 10.20.4.10 - cidr: 10.20.4.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subManagement - network_id: - get_resource: network_4 - type: OS::Neutron::Subnet - - network_5: - properties: - admin_state_up: true - name: Storage-Access-Network - shared: false - type: OS::Neutron::Net - - subnet_5: - properties: - allocation_pools: - - end: 10.20.5.100 - start: 10.20.5.10 - cidr: 10.20.5.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subStorage-Access-Network - network_id: - get_resource: network_5 - type: OS::Neutron::Subnet - - network_6: - properties: - admin_state_up: true - name: Edge - shared: false - type: OS::Neutron::Net - - subnet_6: - properties: - allocation_pools: - - end: 10.20.6.100 - start: 10.20.6.10 - cidr: 10.20.6.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subEdge - network_id: - get_resource: network_6 - type: OS::Neutron::Subnet - - network_7: - properties: - admin_state_up: true - name: Admin - shared: false - type: OS::Neutron::Net - - subnet_7: - properties: - allocation_pools: - - end: 10.20.7.100 - start: 10.20.7.10 - cidr: 10.20.7.0/24 - dns_nameservers: [ {get_param: config_dns_nameserver} ] - enable_dhcp: true - host_routes: [] - ip_version: 4 - name: subAdmin - network_id: - get_resource: network_7 - type: OS::Neutron::Subnet - - router_0: - properties: - admin_state_up: true - name: Router_Storage - type: OS::Neutron::Router - - router_0_gateway: - properties: - network_id: - get_param: network_router_0_external - router_id: - get_resource: router_0 - type: OS::Neutron::RouterGateway - - router_0_interface_0: - properties: - router_id: - get_resource: router_0 - subnet_id: - get_resource: subnet_3 - type: OS::Neutron::RouterInterface - - router_1: - properties: - admin_state_up: true - name: Router_Ext - type: OS::Neutron::Router - - router_1_gateway: - properties: - network_id: - get_param: network_router_1_external - router_id: - get_resource: router_1 - type: OS::Neutron::RouterGateway - - router_1_interface_0: - properties: - router_id: - get_resource: router_1 - subnet_id: - get_resource: subnet_5 - type: OS::Neutron::RouterInterface - - router_2: - properties: - admin_state_up: true - name: Router_Admin - type: OS::Neutron::Router - - router_2_gateway: - properties: - network_id: - get_param: network_router_2_external - router_id: - get_resource: router_2 - type: OS::Neutron::RouterGateway - - router_2_interface_0: - properties: - router_id: - get_resource: router_2 - subnet_id: - get_resource: subnet_7 - type: OS::Neutron::RouterInterface - - security_group_0: - properties: - description: '' - name: master - rules: - - direction: ingress - ethertype: IPv4 - protocol: icmp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv6 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: udp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv4 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: tcp - remote_ip_prefix: 0.0.0.0/0 - type: OS::Neutron::SecurityGroup - - security_group_1: - properties: - description: '' - name: data - rules: - - direction: ingress - ethertype: IPv4 - protocol: icmp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv6 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: udp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv4 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: tcp - remote_ip_prefix: 0.0.0.0/0 - type: OS::Neutron::SecurityGroup - - security_group_3: - properties: - description: '' - name: edge - rules: - - direction: ingress - ethertype: IPv4 - protocol: icmp - remote_ip_prefix: 0.0.0.0/0 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: tcp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv4 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: udp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv6 - type: OS::Neutron::SecurityGroup - - security_group_6: - properties: - description: '' - name: Admin - rules: - - direction: ingress - ethertype: IPv4 - protocol: icmp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv6 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: udp - remote_ip_prefix: 0.0.0.0/0 - - direction: egress - ethertype: IPv4 - - direction: ingress - ethertype: IPv4 - port_range_max: 65535 - port_range_min: 1 - protocol: tcp - remote_ip_prefix: 0.0.0.0/0 - type: OS::Neutron::SecurityGroup - - server_0: - type: OS::Nova::Server - depends_on: [ volume_0, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7, server_5 ] - properties: - name: data-node-3 - diskConfig: AUTO - flavor: - get_param: flavor_data - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - network: - get_resource: network_7 - - network: - get_resource: network_1 - - network: - get_resource: network_2 - - network: - get_resource: network_3 - security_groups: - - get_resource: security_group_1 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_0 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_1: - type: OS::Nova::Server - depends_on: [ volume_1, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7, server_5 ] - properties: - name: data-node-2 - diskConfig: AUTO - flavor: - get_param: flavor_data - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - network: - get_resource: network_7 - - network: - get_resource: network_1 - - network: - get_resource: network_2 - - network: - get_resource: network_4 - security_groups: - - get_resource: security_group_1 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_1 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_2: - type: OS::Nova::Server - depends_on: [ volume_2, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7, server_5 ] - properties: - name: data-node-1 - diskConfig: AUTO - flavor: - get_param: flavor_data - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - network: - get_resource: network_7 - - network: - get_resource: network_1 - - network: - get_resource: network_2 - - network: - get_resource: network_4 - security_groups: - - get_resource: security_group_1 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_2 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_3: - type: OS::Nova::Server - depends_on: [ volume_3, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7, server_5 ] - properties: - name: master-node - diskConfig: AUTO - flavor: - get_param: flavor_master - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - network: - get_resource: network_7 - - network: - get_resource: network_1 - - network: - get_resource: network_2 - - network: - get_resource: network_4 - security_groups: - - get_resource: security_group_0 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_3 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_4: - type: OS::Nova::Server - depends_on: [ volume_4, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7, server_5 ] - properties: - name: edge-server - diskConfig: AUTO - flavor: - get_param: flavor_edge - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - network: - get_resource: network_7 - - network: - get_resource: network_1 - - network: - get_resource: network_6 - security_groups: - - get_resource: security_group_3 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_4 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_5: - type: OS::Nova::Server - depends_on: [ volume_5, subnet_1, subnet_2, subnet_3, subnet_4, subnet_5, subnet_6, subnet_7 ] - properties: - name: repo-server - diskConfig: AUTO - flavor: - get_param: flavor_repo - image: - get_param: image_ubuntu - key_name: - get_resource: key_0 - networks: - - port: - get_resource: server_5_port_admin - - network: - get_resource: network_1 - - network: - get_resource: network_6 - block_device_mapping_v2: - - device_name: /dev/vdb - boot_index: 1 - volume_id: - get_resource: volume_5 - user_data_format: SOFTWARE_CONFIG - user_data: {get_resource: deploymentscript} - - server_5_port_admin: - type: OS::Neutron::Port - properties: - network_id: { get_resource: network_7 } - security_groups: - - get_resource: security_group_6 - fixed_ips: - - subnet_id: { get_resource: subnet_7 } - ip_address: 10.20.7.5 diff --git a/doc/source/big-data/sample/heat/README.rst b/doc/source/big-data/sample/heat/README.rst deleted file mode 100644 index 0e08d08..0000000 --- a/doc/source/big-data/sample/heat/README.rst +++ /dev/null @@ -1,103 +0,0 @@ -Big Data Sample Heat Template -============================== - -This heat templates deploy a Hadoop cluster with Apache Ambari. - -Ambari is the central management service for Open Source Hadoop. It provides -central administration and management functionality via a web UI. In this -example, the Ambari service is installed on the MasterNode and an Ambari agent -is deployed on each DataNode in the cluster. This provides communication and -authentication functionality between the Hadoop cluster nodes. - -**Type of roles in this Hadoop cluster** - -====== ================================================================== -Role Details -====== ================================================================== -Master Master Node (aka Name Node) - this node houses the cluster-wide - management services that provide the internal functionality to manage - the Hadoop cluster and its resources. -Data Data Nodes – services used for managing and analyzing the data, - stored in HDFS, are located on these nodes. Analytics jobs access and - compute the data on the Data Nodes. -Edge Services used to access the cluster environment or the data outside - the cluster are on this node. For security, direct user access to the - Hadoop cluster should be minimized. Users can access the cluster via - the command line interface (CLI) from the Edge Node. All data-import - and data-export processes can be channeled on one or more Edge Nodes. -Admin Administrative Server - Used for system-wide administration. -====== ================================================================== - -This template provision a small testing environment which demonstrate the -deployment of a Hadoop cluster in an OpenStack cloud environment. The -default settings used in this template should not be used without changes -in a production environment. Users are advised to change the settings that -fit in their own environment. - -This template was tested using Mitaka & Liberty release of OpenStack. - ------------------ -Heat File Details ------------------ -This template requires a few standard components such as an Ubuntu cloud image -and an external network for internet access. - -The template prepares a few resources that are required by the Hadoop -deployment. - -Multiple Cinder volumes are created for the Hadoop filesystem. -For simplicity, every node is attached with a Cinder volume with a default size -in this example. - -Multiple Neutron subnets are created. This includes: - -================== ====================== -Subnet Details -================== ====================== -Cluster Network Provides inter-node communication for the Hadoop cluster. -Data Network Provides a dedicated network for accessing the object - storage within an OpenStack Swift environment or to an - external object storage such as Amazon S3. This is - optional if object storage is not used. -Management Network Provides a dedicated network for accessing the Hadoop - nodes' operating system for maintenance and monitoring - purposes. -Edge Network Provides connectivity to the client-facing and enterprise - IT network. End users are accessing the Hadoop cluster - through this network. -================== ====================== - -Multiple routers are created to route the traffic between subnets. -Other networks can also be created depending on your specific needs. - -Security Groups are defined and attached to every Node in the cluster. -Custom rules can be created for different types of nodes to allow/deny -traffic from certain protocols, ports or IP address ranges. - -Next, the template creates a few servers of different roles (Master, Data, -Edge, Admin). An Ubuntu 14.04 cloud image is assumed to be used as the default -operating system of each servers. - -When the server is booted, additional packages (depending on roles) are -installed and configured on each server. In this example, the Apache Ambari -is installed and all systems are configured with name server, ntp, -package repositories and other necessary settings for the Apache Ambari -service. - -The Ambari Web UI can be accessed by pointing to the MasterNode's -IP address at port 8080. A Floating IP can be associated to the MasterNode. - -------------------------------- -Running the heat template files -------------------------------- - -You need to source the OpenStack credential file. You may download a copy of -the credential file from Horizon under Project>Compute>Access & Security>API -Access - -Prior to running the template, please edit and change the default value of each -parameters to the one that match your own environment. - -**Example to setup the Hadoop cluster environment**:: - - openstack stack create --template BigData.yaml HadoopCluster diff --git a/doc/source/conf.py b/doc/source/conf.py deleted file mode 100755 index d70189c..0000000 --- a/doc/source/conf.py +++ /dev/null @@ -1,137 +0,0 @@ -# -*- coding: utf-8 -*- -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or -# implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import os -import sys -import openstackdocstheme -import subprocess - -sys.path.insert(0, os.path.abspath('../..')) -# -- General configuration ---------------------------------------------------- - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones. -# extensions = [ -# 'sphinx.ext.autodoc', -# #'sphinx.ext.intersphinx', -# 'oslosphinx' -#] -extensions = [] - -# autodoc generation is a bit aggressive and a nuisance when doing heavy -# text edit cycles. -# execute "export SPHINX_DEBUG=1" in your terminal to disable - -# The suffix of source filenames. -source_suffix = '.rst' - -# The master toctree document. -master_doc = 'index' - -# General information about the project. -project = u'Workload-Reference-Architecture' -bug_tag = u"workload-ref-archs" -copyright = u'2017, OpenStack Foundation' - -# We ask git for the SHA checksum -# The git SHA checksum is used by "log-a-bug" -giturl = u'https://git.openstack.org/cgit/openstack/workload-ref-archs/tree/doc/source' -git_cmd = ["/usr/bin/git", "log", "-1"] -last_commit = subprocess.Popen(git_cmd, stdout=subprocess.PIPE) -first_line_cmd = ["head", "-n1"] -gitsha = subprocess.Popen(first_line_cmd, stdin=last_commit.stdout, - stdout=subprocess.PIPE).communicate()[0].split()[-1].strip() -# tag that reported bugs will be tagged with -# source tree -# pwd = os.getcwd() -# html_context allows us to pass arbitrary values into the html template -#html_context = {"pwd": pwd, "gitsha": gitsha} -html_context = {"gitsha": gitsha, "bug_tag": bug_tag, - "giturl": giturl, - "bug_project": "workload-ref-archs"} - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -exclude_patterns = [] - -# If true, '()' will be appended to :func: etc. cross-reference text. -# add_function_parentheses = True - -# If true, the current module name will be prepended to all description -# unit titles (such as .. function::). -# add_module_names = True - -# The name of the Pygments (syntax highlighting) style to use. -pygments_style = 'sphinx' - -# Must set this variable to include year, month, day, hours, and minutes. -html_last_updated_fmt = '%Y-%m-%d %H:%M' - -# -- Options for HTML output -------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. Major themes that come with -# Sphinx are currently 'default' and 'sphinxdoc'. -# html_theme_path = ["."] -# html_theme = '_theme' -# html_static_path = ['static'] -html_theme = 'openstackdocs' -html_theme_path = [openstackdocstheme.get_html_theme_path()] - -# If false, no index is generated. -html_use_index = False - -# If true, links to the reST sources are added to the pages. -# This one is needed for "Report a bug". -html_show_sourcelink = False - -# If true, publish source files -html_copy_source = False - -# Output file base name for HTML help builder. -htmlhelp_basename = '%sdoc' % project - -latex_elements = { - # The paper size ('letterpaper' or 'a4paper'). - # 'papersize': 'letterpaper', - - # The font size ('10pt', '11pt' or '12pt'). - # 'pointsize': '10pt', - - # Additional stuff for the LaTeX preamble. - # 'preamble': '', -} - -# Grouping the document tree into LaTeX files. List of tuples -# (source start file, target name, title, author, documentclass -# [howto/manual]). -latex_documents = [ - ('index', - '%s.tex' % project, - u'OpenStack Workload Reference Architecture', - u'OpenStack Enterprise Working Group', 'manual'), -] - -# Example configuration for intersphinx: refer to the Python standard library. -#intersphinx_mapping = {'http://docs.python.org/': None} - - -# -- Options for Internationalization output ------------------------------ -locale_dirs = ['locale/'] - -# -- Options for PDF output -------------------------------------------------- -#pdf_documents = [ -# ('index', u'openstack-workload-ref-archs-documentation', -# u'OpenStack Workload Reference Architectures', -# u'OpenStack contributors') -#] diff --git a/doc/source/contributing.rst b/doc/source/contributing.rst deleted file mode 100644 index 1728a61..0000000 --- a/doc/source/contributing.rst +++ /dev/null @@ -1,4 +0,0 @@ -============ -Contributing -============ -.. include:: 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