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CloudFormation - templates, change sets, and CLI - 2020





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Introduction

CloudFormation simplifies provisioning and managing resources. We just create templates for the services and applications we want to build. CloudFormation uses those templates to provision the services and applications, called stacks. We can easily update and replicate the stacks as needed. We can combine and connect different types of resources to create a stack.

CloudFormationConcepts.png

Source : AWS Infrastructure as Code - September 2016 Webinar Series





Why use AWS CloudFormation

Using CloudFormation to deploy and manage services has a number of nice benefits over more traditional methods (AWS CLI, scripting, etc.).

  1. Infrastructure-as-Code

    A template can be used repeatedly to create identical copies of the same stack (or to use as a foundation to start a new stack). Templates are simple YAML- or JSON-formatted text files that can be placed under our normal source control mechanisms, stored in private or public locations such as Amazon S3, and exchanged via email. With CloudFormation, we can see exactly which AWS resources make up a stack. we retain full control and have the ability to modify any of the AWS resources created as part of a stack.

  2. Self-documenting

    Fed up with outdated documentation on our infrastructure or environments? Still keep manual documentation of IP ranges, security group rules, etc.?
    With CloudFormation, our template becomes our documentation. Want to see exactly what we have deployed? Just look at our template. If we keep it in source control, then we can also look back at exactly which changes were made and by whom.

  3. Intelligent updating & rollback

    CloudFormation not only handles the initial deployment of our infrastructure and environments, but it can also manage the whole lifecycle, including future updates. During updates, we have fine-grained control and visibility over how changes are applied, using functionality such as change sets, rolling update policies and stack policies.

Nearly every AWS service and resource we can create in AWS can be modeled in CloudFormation.

CloudFormation has two parts: templates and stacks. A template is a JavaScript Object Notation (JSON) text file that defines what AWS resources are required to run the application.

Here is a simple template in json to create an EC2 instance:

{
    "Resources": {
        "MyEC2Instance": {
            "Type": "AWS::EC2::Instance",
            "Properties": {
                "ImageId" : "ami-80861296",
                "InstanceType" : "t2.small",
                "KeyName" : "einsteinish",
                "BlockDeviceMappings" : [
                  {
                    "DeviceName" : "/dev/sdm",
                    "Ebs" : {
                      "VolumeType" : "standard",
                      "DeleteOnTermination" : "true",
                      "VolumeSize" : "8"
                    }
                  }
                ]
            }
        }
    }
}

The sample template shows the "Resources" section. Though the "Resources" section is the real meat of the template, usually there are other sections as well:


template-structure-cloudformation.png

Source : AWS Infrastructure as Code - September 2016 Webinar Series



A stack is a collection of AWS resources that you can manage as a single unit. In other words, you can create, update, or delete a collection of resources by creating, updating, or deleting stacks. All the resources in a stack are defined by the stack's AWS CloudFormation template. A stack, for instance, can include all the resources required to run a web application, such as a web server, a database, and networking rules. If you no longer require that web application, you can simply delete the stack, and all of its related resources are deleted.

AWS CloudFormation ensures all stack resources are created or deleted as appropriate. Because AWS CloudFormation treats the stack resources as a single unit, they must all be created or deleted successfully for the stack to be created or deleted. If a resource cannot be created, AWS CloudFormation rolls the stack back and automatically deletes any resources that were created. If a resource cannot be deleted, any remaining resources are retained until the stack can be successfully deleted.

-from Working with Stacks

CloudFormationDiagram.png



Template Anatomy

The following example shows a JSON-formatted template fragment:

{
  "AWSTemplateFormatVersion" : "version date",

  "Description" : "JSON string",

  "Metadata" : {
    template metadata
  },

  "Parameters" : {
    set of parameters
  },

  "Mappings" : {
    set of mappings
  },

  "Conditions" : {
    set of conditions
  },

  "Transform" : {
    set of transforms
  },

  "Resources" : {
    set of resources
  },

  "Outputs" : {
    set of outputs
  }
}

Templates include several major sections. The Resources section is the only required section. Some sections in a template can be in any order. However, as we build our template, it might be helpful to use the logical ordering of the following list, as values in one section might refer to values from a previous section. The list gives a brief overview of each section:

  1. Format Version (optional)

    Specifies the AWS CloudFormation template version that the template conforms to. The template format version is not the same as the API or WSDL version. The template format version can change independently of the API and WSDL versions.

  2. Description (optional)

    A text string that describes the template. This section must always follow the template format version section.

  3. Metadata (optional)

    Objects that provide additional information about the template.

  4. Parameters (optional)

    Specifies values that we can pass in to our template at runtime (when we create or update a stack). We can refer to parameters in the Resources and Outputs sections of the template.

  5. Mappings (optional)

    A mapping of keys and associated values that we can use to specify conditional parameter values, similar to a lookup table. We can match a key to a corresponding value by using the Fn::FindInMap intrinsic function in the Resources and Outputs section:

    {
      ...
      "Mappings" : {
        "RegionMap" : {
          "us-east-1" : { "32" : "ami-6411e20d", "64" : "ami-7a11e213" },
          "us-west-1" : { "32" : "ami-c9c7978c", "64" : "ami-cfc7978a" },
          "eu-west-1" : { "32" : "ami-37c2f643", "64" : "ami-31c2f645" },
          "ap-southeast-1" : { "32" : "ami-66f28c34", "64" : "ami-60f28c32" },
          "ap-northeast-1" : { "32" : "ami-9c03a89d", "64" : "ami-a003a8a1" }
        }
      },
    
      "Resources" : {
         "myEC2Instance" : {
            "Type" : "AWS::EC2::Instance",
            "Properties" : {
               "ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "32"]},
               "InstanceType" : "m1.small"
            }
         }
     }
    }
    

    The intrinsic function Fn::FindInMap returns the value corresponding to keys in a two-level map that is declared in the Mappings section:

    { "Fn::FindInMap" : [ "MapName", "TopLevelKey", "SecondLevelKey"] }
    

    The example above shows how to use Fn::FindInMap for a template with a Mappings section that contains a single map (RegionMap), that associates AMIs with AWS regions:

    1. The map has 5 top-level keys that correspond to various AWS regions.
    2. Each top-level key is assigned a list with two second level keys, "32" and "64", that correspond to the AMI's architecture.
    3. Each of the second-level keys is assigned an appropriate AMI name.

    The example template contains an AWS::EC2::Instance resource whose ImageId property is set by the FindInMap function.

    MapName is set to the map of interest, "RegionMap" in this example. TopLevelKey is set to the region where the stack is created, which is determined by using the "AWS::Region" pseudo parameter. SecondLevelKey is set to the desired architecture, "32" for this example.

    FindInMap returns the AMI assigned to FindInMap. For a 32-bit instance in us-east-1, FindInMap would return "ami-6411e20d".

    Note that we used Ref in "Ref" : "AWS::Region". It returns a logical ID of the resource (here, "AWS::Region") which is a value that's predefined for each resource. We also used the Ref in "Ref": "VPC" which returns "VpcId".

    Other return values are:

    1. Ref on AWS::EC2 will return the InstanceId
    2. Ref on AWS::EC2::EIP will return the IP address
    3. Ref on AWS::EC2::Subnet will return the Subnet ID
    4. Ref on AWS::S3::Bucket will return the Name of the bucket
    5. Ref on AWS::IAM::User will return the User Name

    Note also that we're using Fn::GetAtt to get a return value for a specified attribute of a resource as in:

        "Outputs": {
            "WebsiteURL": {
                "Value": {
                    "Fn::Join": [
                        "",
                        [
                            "http://",
                            {
                                "Fn::GetAtt": [
                                    "WebServer",
                                    "PublicDnsName"
                                ]
                            },
                            "/wordpress"
                        ]
                    ]
                },
                "Description": "WordPress Website"
            }
        }
    

    It returns the public DNS name of the instance that we specified: something like : ec2-10-20-30-40.compute-1.amazonaws.com and the format should look like this:

     
    { "Fn::GetAtt" : [ "logicalNameOfResource", "attributeName" ] }
    

  6. Conditions (optional)

    Defines conditions that control whether certain resources are created or whether certain resource properties are assigned a value during stack creation or update. For example, we could conditionally create a resource that depends on whether the stack is for a production or test environment.

  7. Transform (optional)

    For serverless applications (also referred to as Lambda-based applications), specifies the version of the AWS Serverless Application Model (AWS SAM) to use. When we specify a transform, we can use AWS SAM syntax to declare resources in our template. The model defines the syntax that we can use and how it is processed.

    We can also use the AWS::Include transform to work with template snippets that are stored separately from the main AWS CloudFormation template. We store our snippet files in an Amazon S3 bucket and then reuse the functions across multiple templates.

  8. Resources (required)

    Specifies the stack resources and their properties, such as an Amazon Elastic Compute Cloud instance or an Amazon Simple Storage Service bucket. We can refer to resources in the Resources and Outputs sections of the template.

  9. Outputs (optional)

    Describes the values that are returned whenever we view our stack's properties. For example, we can declare an output for an S3 bucket name and then call the aws cloudformation describe-stacks AWS CLI command to view the name.


Check Template Anatomy





So, what is CloudFormation?

With AWS CloudFormation we don't need to individually create and configure AWS resources. By using AWS CloudFormation, we easily manage a collection of resources as a single unit.

With a right template, we can deploy at once all the AWS resources we need for an application.

Since CloudFormation helps us model and set up our Amazon Web Services resources, we can spend less time managing resources and more time focusing on our applications that run in AWS.

We just create a template that describes all the AWS resources that we want such as Amazon EC2 instances or Amazon RDS DB instances. The AWS CloudFormation takes care of provisioning and configuring those resources for us.

CloudFormation takes case of ASGs, an ELBs, and RDS database instances, so we can just create or modify an existing AWS CloudFormation template which describes all of our resources and their properties.

When we use that template to create an AWS CloudFormation stack, AWS CloudFormation provisions all resources.

After the stack has been successfully created, our AWS resources are up and running. We can delete the stack just as easily, which deletes all the resources in the stack.





Note

In this tutorial, we'll create a WordPress blog as a stack, monitors the stack creation process, examines the resources on the stack, and then deletes the stack.






WordPress blog templates

We'll follow the directions given in Get Started.

Here is the template URL we want to use: WordPress sample template.

A template is a JavaScript Object Notation (JSON) text file that contains the configuration information about the AWS resources we want to create in the stack.

In this particular sample template, it includes six top-level sections.

The Resources section contains the definitions of the AWS resources we want to create with the template. Each resource is listed separately and specifies the properties that are necessary for creating that particular resource.





Checking required items for the stack

Before we create a stack from a template, we must ensure that all dependent resources that the template requires are available.

A template can use or refer to both existing AWS resources and resources declared in the template itself.

The AWS CloudFormation takes care of checking references to resources in the template and also checks references to existing resources to ensure that they exist in the region where we are creating the stack. If the template refers to a dependent resource that does not exist, stack creation fails.

If we supply a valid key pair name, the stack creates successfully, otherwise, the stack will be rolled back.





Creating the stack
  1. From AWS CloudFormation console, click Create New Stack.
  2. In the Stack section, enter a stack name in the Name field (in our case, "MyWordPress").
  3. In the Template section, select Specify an Amazon S3 Template URL to type or paste the URL for the sample WordPress template, and then click Next:
  4. In the KeyName field, enter the name of a valid Amazon EC2 key pair in the same region we are creating the stack.

  5. Specifying-S3-Template.png

    SpecifyDetails.png




Monitoring the progress of stack creation

After we complete the Create Stack wizard, AWS CloudFormation begins creating the resources that are specified in the template. Our new stack, MyWordPress, appears in the list at the top portion of the CloudFormation console.

Its status should be CREATE_IN_PROGRESS. We can see detailed status for a stack by viewing its events.


MyWordPressStack.png



Using stack resources

When the stack MyWordPress has a status of CREATE_COMPLETE, AWS CloudFormation has finished creating the stack, and we can start using its resources.

The sample WordPress stack creates a WordPress website. We can continue with the WordPress setup by running the WordPress installation script.

On the Outputs tab, in the WebsiteURL row, click the link in the Value column.

OutputsTab.png

The WebsiteURL output value is the URL of the installation script for the WordPress website that we created with the stack.

WP-Install-Screen.png

On the web page for the WordPress installation, follow the on-screen instructions to complete the WordPress installation.





Cleaning Up

We have completed the AWS CloudFormation getting started tasks.

To delete the stack and its resources:

  1. From the AWS CloudFormation console, select the MyWordPress stack.
  2. Click Delete Stack.
  3. DeleteStack.png
  4. In the confirmation message that appears, click Yes, Delete.
  5. DeleteYes.png

The status for MyWordPress changes to DELETE_IN_PROGRESS.

In the same way we monitored the creation of the stack, we can monitor its deletion by using the Event tab.

When AWS CloudFormation completes the deletion of the stack, it removes the stack from the list.





Preview updates with Change Sets

When we need to update a stack, understanding how our changes will affect running resources before we implement them can help us update stacks with confidence.

Change Sets allow us to preview how proposed changes to a stack might impact our running resources.

PreviewUpdatesWithCHangeSets.png

Source : Updating Stacks Using Change Sets


We can create and manage change sets using the AWS CloudFormation console, AWS CLI, or AWS CloudFormation API.

In this example (using the sample in LAMP stack basic), we will make simple changes to the title by adding version number:

Lamp.png
  1. Create a change set by submitting changes for the stack that we want to update. We can submit a modified stack template or modified input parameter values. AWS CloudFormation compares our stack with the changes that we submitted to generate the change set; it doesn't make changes to our stack at this point.
  2. View the change set to see which stack settings and resources will change. For example, we can see which resources AWS CloudFormation will add, modify, or delete.
  3. Changed-ChangeSets.png
  4. Execute the change set that contains the changes that we want to apply to our stack. AWS CloudFormation updates our stack with those changes.
  5. ChangeSet-Execute.png

    Our new page with an updated title looks like this:

    lamp-2.png







CloudFormation via CLI

We can check our template file for syntax errors using aws cloudformation validate-template command:

$ aws cloudformation validate-template --template-url https://s3.amazonaws.com/my-cloudformation-1/ec2-instance-with-sg.template
AWS CloudFormation Sample Template EC2InstanceWithSecurityGroupSample: Create an Amazon EC2 instance running the Amazon Linux AMI. The AMI is chosen based on the region in which the stack is run. This example creates an EC2 security group for the instance to give you SSH access. **WARNING** This template creates an Amazon EC2 instance. You will be billed for the AWS resources used if you create a stack from this template.
PARAMETERS		Name of an existing EC2 KeyPair to enable SSH access to the instance	False	KeyName
PARAMETERS	0.0.0.0/0	The IP address range that can be used to SSH to the EC2 instances	False	SSHLocation
PARAMETERS	t2.small	WebServer EC2 instance type	False	InstanceType

To create a stack we run the aws cloudformation create-stack command. We must provide the stack name, the location of a valid template, and any input parameters. Parameters are separated with a space and the key names are case sensitive. If we mistype a parameter key name when we run aws cloudformation create-stack, AWS CloudFormation doesn't create the stack and reports that the template doesn't contain that parameter.

$ aws cloudformation create-stack --stack-name myteststack \
--template-url https://s3.amazonaws.com/my-cloudformation-1/ec2-instance-with-sg.template \
--parameters  ParameterKey=KeyName,ParameterValue=einsteinish
arn:aws:cloudformation:us-east-1:526262051452:stack/myteststack/89192290-2e1b-11e7-893d-50a686e4bb1e

Note that the parameters in "ParameterKey=KeyName" should match the one in the template file. In our case:

  "Parameters" : {
    "KeyName": {
      "Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance",
      "Type": "AWS::EC2::KeyPair::KeyName",
      "ConstraintDescription" : "must be the name of an existing EC2 KeyPair."
    },
    ...

In the command, we specified "S3 url", however, we can use local template file (--template-body file://):

$ aws cloudformation create-stack --stack-name myteststack2 \
--template-body file:///home/k/TEST/CloudFormation/ec2-instance-with-sg.template \
--parameters  ParameterKey=KeyName,ParameterValue=einsteinish
arn:aws:cloudformation:us-east-1:526262051452:stack/myteststack2/cbc84e30-2e21-11e7-8841-500c28637435

If we specify a local template file, AWS CloudFormation uploads it to an Amazon S3 bucket in our AWS account. AWS CloudFormation creates a unique bucket for each region in which you upload a template file. The buckets are accessible to anyone with Amazon S3 permissions in our AWS account. If an AWS CloudFormation-created bucket already exists, the template is added to that bucket.


By default, aws cloudformation describe-stacks returns parameter values:

$ aws cloudformation describe-stacks 

To delete a stack:

$ aws cloudformation delete-stack --stack-name my-ec2-stack

To update a stack:

$ aws cloudformation update-stack --stack-name \
my-ec2-stack --template-body file:///home/k/AWS/CloudFormation/SimpleEC2-4.json

We may want to create a change-set and update our stack with it. Let's create it:

$ aws cloudformation create-change-set --stack-name my-ec2-stack \
--template-body file:///home/k/AWS/CloudFormation/SimpleEC2-4.json \
--change-set-name my-ec2-change-set

To update our stack, we need to execute the change-set via execute-change-set:

$ aws cloudformation execute-change-set --change-set-name \
my-ec2-change-set --stack-name my-ec2-stack

Note that when calling the ExecuteChangeSet operation, StackName must be specified if ChangeSetName is not specified as an ARN.


AWS (Amazon Web Services)

  1. AWS : EKS (Elastic Container Service for Kubernetes)
  2. AWS : Creating a snapshot (cloning an image)
  3. AWS : Attaching Amazon EBS volume to an instance
  4. AWS : Adding swap space to an attached volume via mkswap and swapon
  5. AWS : Creating an EC2 instance and attaching Amazon EBS volume to the instance using Python boto module with User data
  6. AWS : Creating an instance to a new region by copying an AMI
  7. AWS : S3 (Simple Storage Service) 1
  8. AWS : S3 (Simple Storage Service) 2 - Creating and Deleting a Bucket
  9. AWS : S3 (Simple Storage Service) 3 - Bucket Versioning
  10. AWS : S3 (Simple Storage Service) 4 - Uploading a large file
  11. AWS : S3 (Simple Storage Service) 5 - Uploading folders/files recursively
  12. AWS : S3 (Simple Storage Service) 6 - Bucket Policy for File/Folder View/Download
  13. AWS : S3 (Simple Storage Service) 7 - How to Copy or Move Objects from one region to another
  14. AWS : S3 (Simple Storage Service) 8 - Archiving S3 Data to Glacier
  15. AWS : Creating a CloudFront distribution with an Amazon S3 origin
  16. AWS : Creating VPC with CloudFormation
  17. AWS : WAF (Web Application Firewall) with preconfigured CloudFormation template and Web ACL for CloudFront distribution
  18. AWS : CloudWatch & Logs with Lambda Function / S3
  19. AWS : Lambda Serverless Computing with EC2, CloudWatch Alarm, SNS
  20. AWS : Lambda and SNS - cross account
  21. AWS : CLI (Command Line Interface)
  22. AWS : CLI (ECS with ALB & autoscaling)
  23. AWS : ECS with cloudformation and json task definition
  24. AWS Application Load Balancer (ALB) and ECS with Flask app
  25. AWS : Load Balancing with HAProxy (High Availability Proxy)
  26. AWS : VirtualBox on EC2
  27. AWS : NTP setup on EC2
  28. AWS: jq with AWS
  29. AWS & OpenSSL : Creating / Installing a Server SSL Certificate
  30. AWS : OpenVPN Access Server 2 Install
  31. AWS : VPC (Virtual Private Cloud) 1 - netmask, subnets, default gateway, and CIDR
  32. AWS : VPC (Virtual Private Cloud) 2 - VPC Wizard
  33. AWS : VPC (Virtual Private Cloud) 3 - VPC Wizard with NAT
  34. DevOps / Sys Admin Q & A (VI) - AWS VPC setup (public/private subnets with NAT)
  35. AWS - OpenVPN Protocols : PPTP, L2TP/IPsec, and OpenVPN
  36. AWS : Autoscaling group (ASG)
  37. AWS : Setting up Autoscaling Alarms and Notifications via CLI and Cloudformation
  38. AWS : Adding a SSH User Account on Linux Instance
  39. AWS : Windows Servers - Remote Desktop Connections using RDP
  40. AWS : Scheduled stopping and starting an instance - python & cron
  41. AWS : Detecting stopped instance and sending an alert email using Mandrill smtp
  42. AWS : Elastic Beanstalk with NodeJS
  43. AWS : Elastic Beanstalk Inplace/Rolling Blue/Green Deploy
  44. AWS : Identity and Access Management (IAM) Roles for Amazon EC2
  45. AWS : Identity and Access Management (IAM) Policies, sts AssumeRole, and delegate access across AWS accounts
  46. AWS : Identity and Access Management (IAM) sts assume role via aws cli2
  47. AWS : Creating IAM Roles and associating them with EC2 Instances in CloudFormation
  48. AWS Identity and Access Management (IAM) Roles, SSO(Single Sign On), SAML(Security Assertion Markup Language), IdP(identity provider), STS(Security Token Service), and ADFS(Active Directory Federation Services)
  49. AWS : Amazon Route 53
  50. AWS : Amazon Route 53 - DNS (Domain Name Server) setup
  51. AWS : Amazon Route 53 - subdomain setup and virtual host on Nginx
  52. AWS Amazon Route 53 : Private Hosted Zone
  53. AWS : SNS (Simple Notification Service) example with ELB and CloudWatch
  54. AWS : Lambda with AWS CloudTrail
  55. AWS : SQS (Simple Queue Service) with NodeJS and AWS SDK
  56. AWS : Redshift data warehouse
  57. AWS : CloudFormation
  58. AWS : CloudFormation Bootstrap UserData/Metadata
  59. AWS : CloudFormation - Creating an ASG with rolling update
  60. AWS : Cloudformation Cross-stack reference
  61. AWS : OpsWorks
  62. AWS : Network Load Balancer (NLB) with Autoscaling group (ASG)
  63. AWS CodeDeploy : Deploy an Application from GitHub
  64. AWS EC2 Container Service (ECS)
  65. AWS EC2 Container Service (ECS) II
  66. AWS Hello World Lambda Function
  67. AWS Lambda Function Q & A
  68. AWS Node.js Lambda Function & API Gateway
  69. AWS API Gateway endpoint invoking Lambda function
  70. AWS API Gateway invoking Lambda function with Terraform
  71. AWS API Gateway invoking Lambda function with Terraform - Lambda Container
  72. Amazon Kinesis Streams
  73. AWS: Kinesis Data Firehose with Lambda and ElasticSearch
  74. Amazon DynamoDB
  75. Amazon DynamoDB with Lambda and CloudWatch
  76. Loading DynamoDB stream to AWS Elasticsearch service with Lambda
  77. Amazon ML (Machine Learning)
  78. Simple Systems Manager (SSM)
  79. AWS : RDS Connecting to a DB Instance Running the SQL Server Database Engine
  80. AWS : RDS Importing and Exporting SQL Server Data
  81. AWS : RDS PostgreSQL & pgAdmin III
  82. AWS : RDS PostgreSQL 2 - Creating/Deleting a Table
  83. AWS : MySQL Replication : Master-slave
  84. AWS : MySQL backup & restore
  85. AWS RDS : Cross-Region Read Replicas for MySQL and Snapshots for PostgreSQL
  86. AWS : Restoring Postgres on EC2 instance from S3 backup
  87. AWS : Q & A
  88. AWS : Security
  89. AWS : Security groups vs. network ACLs
  90. AWS : Scaling-Up
  91. AWS : Networking
  92. AWS : Single Sign-on (SSO) with Okta
  93. AWS : JIT (Just-in-Time) with Okta






Ph.D. / Golden Gate Ave, San Francisco / Seoul National Univ / Carnegie Mellon / UC Berkeley / DevOps / Deep Learning / Visualization

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Thank you.

- K Hong







AWS (Amazon Web Services)



AWS : EKS (Elastic Container Service for Kubernetes)

AWS : Creating a snapshot (cloning an image)

AWS : Attaching Amazon EBS volume to an instance

AWS : Adding swap space to an attached volume via mkswap and swapon

AWS : Creating an EC2 instance and attaching Amazon EBS volume to the instance using Python boto module with User data

AWS : Creating an instance to a new region by copying an AMI

AWS : S3 (Simple Storage Service) 1

AWS : S3 (Simple Storage Service) 2 - Creating and Deleting a Bucket

AWS : S3 (Simple Storage Service) 3 - Bucket Versioning

AWS : S3 (Simple Storage Service) 4 - Uploading a large file

AWS : S3 (Simple Storage Service) 5 - Uploading folders/files recursively

AWS : S3 (Simple Storage Service) 6 - Bucket Policy for File/Folder View/Download

AWS : S3 (Simple Storage Service) 7 - How to Copy or Move Objects from one region to another

AWS : S3 (Simple Storage Service) 8 - Archiving S3 Data to Glacier

AWS : Creating a CloudFront distribution with an Amazon S3 origin

AWS : Creating VPC with CloudFormation

WAF (Web Application Firewall) with preconfigured CloudFormation template and Web ACL for CloudFront distribution

AWS : CloudWatch & Logs with Lambda Function / S3

AWS : Lambda Serverless Computing with EC2, CloudWatch Alarm, SNS

AWS : Lambda and SNS - cross account

AWS : CLI (Command Line Interface)

AWS : CLI (ECS with ALB & autoscaling)

AWS : ECS with cloudformation and json task definition

AWS : AWS Application Load Balancer (ALB) and ECS with Flask app

AWS : Load Balancing with HAProxy (High Availability Proxy)

AWS : VirtualBox on EC2

AWS : NTP setup on EC2

AWS: jq with AWS

AWS : AWS & OpenSSL : Creating / Installing a Server SSL Certificate

AWS : OpenVPN Access Server 2 Install

AWS : VPC (Virtual Private Cloud) 1 - netmask, subnets, default gateway, and CIDR

AWS : VPC (Virtual Private Cloud) 2 - VPC Wizard

AWS : VPC (Virtual Private Cloud) 3 - VPC Wizard with NAT

AWS : DevOps / Sys Admin Q & A (VI) - AWS VPC setup (public/private subnets with NAT)

AWS : OpenVPN Protocols : PPTP, L2TP/IPsec, and OpenVPN

AWS : Autoscaling group (ASG)

AWS : Setting up Autoscaling Alarms and Notifications via CLI and Cloudformation

AWS : Adding a SSH User Account on Linux Instance

AWS : Windows Servers - Remote Desktop Connections using RDP

AWS : Scheduled stopping and starting an instance - python & cron

AWS : Detecting stopped instance and sending an alert email using Mandrill smtp

AWS : Elastic Beanstalk with NodeJS

AWS : Elastic Beanstalk Inplace/Rolling Blue/Green Deploy

AWS : Identity and Access Management (IAM) Roles for Amazon EC2

AWS : Identity and Access Management (IAM) Policies, sts AssumeRole, and delegate access across AWS accounts

AWS : Identity and Access Management (IAM) sts assume role via aws cli2

AWS : Creating IAM Roles and associating them with EC2 Instances in CloudFormation

AWS Identity and Access Management (IAM) Roles, SSO(Single Sign On), SAML(Security Assertion Markup Language), IdP(identity provider), STS(Security Token Service), and ADFS(Active Directory Federation Services)

AWS : Amazon Route 53

AWS : Amazon Route 53 - DNS (Domain Name Server) setup

AWS : Amazon Route 53 - subdomain setup and virtual host on Nginx

AWS Amazon Route 53 : Private Hosted Zone

AWS : SNS (Simple Notification Service) example with ELB and CloudWatch

AWS : Lambda with AWS CloudTrail

AWS : SQS (Simple Queue Service) with NodeJS and AWS SDK

AWS : Redshift data warehouse

AWS : CloudFormation - templates, change sets, and CLI

AWS : CloudFormation Bootstrap UserData/Metadata

AWS : CloudFormation - Creating an ASG with rolling update

AWS : Cloudformation Cross-stack reference

AWS : OpsWorks

AWS : Network Load Balancer (NLB) with Autoscaling group (ASG)

AWS CodeDeploy : Deploy an Application from GitHub

AWS EC2 Container Service (ECS)

AWS EC2 Container Service (ECS) II

AWS Hello World Lambda Function

AWS Lambda Function Q & A

AWS Node.js Lambda Function & API Gateway

AWS API Gateway endpoint invoking Lambda function

AWS API Gateway invoking Lambda function with Terraform

AWS API Gateway invoking Lambda function with Terraform - Lambda Container

Amazon Kinesis Streams

Kinesis Data Firehose with Lambda and ElasticSearch

Amazon DynamoDB

Amazon DynamoDB with Lambda and CloudWatch

Loading DynamoDB stream to AWS Elasticsearch service with Lambda

Amazon ML (Machine Learning)

Simple Systems Manager (SSM)

AWS : RDS Connecting to a DB Instance Running the SQL Server Database Engine

AWS : RDS Importing and Exporting SQL Server Data

AWS : RDS PostgreSQL & pgAdmin III

AWS : RDS PostgreSQL 2 - Creating/Deleting a Table

AWS : MySQL Replication : Master-slave

AWS : MySQL backup & restore

AWS RDS : Cross-Region Read Replicas for MySQL and Snapshots for PostgreSQL

AWS : Restoring Postgres on EC2 instance from S3 backup

AWS : Q & A

AWS : Security

AWS : Security groups vs. network ACLs

AWS : Scaling-Up

AWS : Networking

AWS : Single Sign-on (SSO) with Okta

AWS : JIT (Just-in-Time) with Okta


Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong







Docker & K8s



Docker install on Amazon Linux AMI

Docker install on EC2 Ubuntu 14.04

Docker container vs Virtual Machine

Docker install on Ubuntu 14.04

Docker Hello World Application

Nginx image - share/copy files, Dockerfile

Working with Docker images : brief introduction

Docker image and container via docker commands (search, pull, run, ps, restart, attach, and rm)

More on docker run command (docker run -it, docker run --rm, etc.)

Docker Networks - Bridge Driver Network

Docker Persistent Storage

File sharing between host and container (docker run -d -p -v)

Linking containers and volume for datastore

Dockerfile - Build Docker images automatically I - FROM, MAINTAINER, and build context

Dockerfile - Build Docker images automatically II - revisiting FROM, MAINTAINER, build context, and caching

Dockerfile - Build Docker images automatically III - RUN

Dockerfile - Build Docker images automatically IV - CMD

Dockerfile - Build Docker images automatically V - WORKDIR, ENV, ADD, and ENTRYPOINT

Docker - Apache Tomcat

Docker - NodeJS

Docker - NodeJS with hostname

Docker Compose - NodeJS with MongoDB

Docker - Prometheus and Grafana with Docker-compose

Docker - StatsD/Graphite/Grafana

Docker - Deploying a Java EE JBoss/WildFly Application on AWS Elastic Beanstalk Using Docker Containers

Docker : NodeJS with GCP Kubernetes Engine

Docker : Jenkins Multibranch Pipeline with Jenkinsfile and Github

Docker : Jenkins Master and Slave

Docker - ELK : ElasticSearch, Logstash, and Kibana

Docker - ELK 7.6 : Elasticsearch on Centos 7 Docker - ELK 7.6 : Filebeat on Centos 7

Docker - ELK 7.6 : Logstash on Centos 7

Docker - ELK 7.6 : Kibana on Centos 7 Part 1

Docker - ELK 7.6 : Kibana on Centos 7 Part 2

Docker - ELK 7.6 : Elastic Stack with Docker Compose

Docker - Deploy Elastic Cloud on Kubernetes (ECK) via Elasticsearch operator on minikube

Docker - Deploy Elastic Stack via Helm on minikube

Docker Compose - A gentle introduction with WordPress

Docker Compose - MySQL

MEAN Stack app on Docker containers : micro services

Docker Compose - Hashicorp's Vault and Consul Part A (install vault, unsealing, static secrets, and policies)

Docker Compose - Hashicorp's Vault and Consul Part B (EaaS, dynamic secrets, leases, and revocation)

Docker Compose - Hashicorp's Vault and Consul Part C (Consul)

Docker Compose with two containers - Flask REST API service container and an Apache server container

Docker compose : Nginx reverse proxy with multiple containers

Docker compose : Nginx reverse proxy with multiple containers

Docker & Kubernetes : Envoy - Getting started

Docker & Kubernetes : Envoy - Front Proxy

Docker & Kubernetes : Ambassador - Envoy API Gateway on Kubernetes

Docker Packer

Docker Cheat Sheet

Docker Q & A

Kubernetes Q & A - Part I

Kubernetes Q & A - Part II

Docker - Run a React app in a docker

Docker - Run a React app in a docker II (snapshot app with nginx)

Docker - NodeJS and MySQL app with React in a docker

Docker - Step by Step NodeJS and MySQL app with React - I

Installing LAMP via puppet on Docker

Docker install via Puppet

Nginx Docker install via Ansible

Apache Hadoop CDH 5.8 Install with QuickStarts Docker

Docker - Deploying Flask app to ECS

Docker Compose - Deploying WordPress to AWS

Docker - WordPress Deploy to ECS with Docker-Compose (ECS-CLI EC2 type)

Docker - ECS Fargate

Docker - AWS ECS service discovery with Flask and Redis

Docker & Kubernetes: minikube version: v1.31.2, 2023

Docker & Kubernetes 1 : minikube

Docker & Kubernetes 2 : minikube Django with Postgres - persistent volume

Docker & Kubernetes 3 : minikube Django with Redis and Celery

Docker & Kubernetes 4 : Django with RDS via AWS Kops

Docker & Kubernetes : Kops on AWS

Docker & Kubernetes : Ingress controller on AWS with Kops

Docker & Kubernetes : HashiCorp's Vault and Consul on minikube

Docker & Kubernetes : HashiCorp's Vault and Consul - Auto-unseal using Transit Secrets Engine

Docker & Kubernetes : Persistent Volumes & Persistent Volumes Claims - hostPath and annotations

Docker & Kubernetes : Persistent Volumes - Dynamic volume provisioning

Docker & Kubernetes : DaemonSet

Docker & Kubernetes : Secrets

Docker & Kubernetes : kubectl command

Docker & Kubernetes : Assign a Kubernetes Pod to a particular node in a Kubernetes cluster

Docker & Kubernetes : Configure a Pod to Use a ConfigMap

AWS : EKS (Elastic Container Service for Kubernetes)

Docker & Kubernetes : Run a React app in a minikube

Docker & Kubernetes : Minikube install on AWS EC2

Docker & Kubernetes : Cassandra with a StatefulSet

Docker & Kubernetes : Terraform and AWS EKS

Docker & Kubernetes : Pods and Service definitions

Docker & Kubernetes : Headless service and discovering pods

Docker & Kubernetes : Service IP and the Service Type

Docker & Kubernetes : Kubernetes DNS with Pods and Services

Docker & Kubernetes - Scaling and Updating application

Docker & Kubernetes : Horizontal pod autoscaler on minikubes

Docker & Kubernetes : NodePort vs LoadBalancer vs Ingress

Docker & Kubernetes : Load Testing with Locust on GCP Kubernetes

Docker & Kubernetes : From a monolithic app to micro services on GCP Kubernetes

Docker & Kubernetes : Rolling updates

Docker & Kubernetes : Deployments to GKE (Rolling update, Canary and Blue-green deployments)

Docker & Kubernetes : Slack Chat Bot with NodeJS on GCP Kubernetes

Docker & Kubernetes : Continuous Delivery with Jenkins Multibranch Pipeline for Dev, Canary, and Production Environments on GCP Kubernetes

Docker & Kubernetes - MongoDB with StatefulSets on GCP Kubernetes Engine

Docker & Kubernetes : Nginx Ingress Controller on minikube

Docker & Kubernetes : Setting up Ingress with NGINX Controller on Minikube (Mac)

Docker & Kubernetes : Nginx Ingress Controller for Dashboard service on Minikube

Docker & Kubernetes : Nginx Ingress Controller on GCP Kubernetes

Docker & Kubernetes : Kubernetes Ingress with AWS ALB Ingress Controller in EKS

Docker & Kubernetes : MongoDB / MongoExpress on Minikube

Docker & Kubernetes : Setting up a private cluster on GCP Kubernetes

Docker & Kubernetes : Kubernetes Namespaces (default, kube-public, kube-system) and switching namespaces (kubens)

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : RBAC

Docker & Kubernetes Service Account, RBAC, and IAM

Docker & Kubernetes - Kubernetes Service Account, RBAC, IAM with EKS ALB, Part 1

Docker & Kubernetes : Helm Chart

Docker & Kubernetes : My first Helm deploy

Docker & Kubernetes : Readiness and Liveness Probes

Docker & Kubernetes : Helm chart repository with Github pages

Docker & Kubernetes : Deploying WordPress and MariaDB with Ingress to Minikube using Helm Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 2 Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 3 Chart

Docker & Kubernetes : Helm Chart for Node/Express and MySQL with Ingress

Docker & Kubernetes : Docker_Helm_Chart_Node_Expess_MySQL_Ingress.php

Docker & Kubernetes: Deploy Prometheus and Grafana using Helm and Prometheus Operator - Monitoring Kubernetes node resources out of the box

Docker & Kubernetes : Deploy Prometheus and Grafana using kube-prometheus-stack Helm Chart

Docker & Kubernetes : Istio (service mesh) sidecar proxy on GCP Kubernetes

Docker & Kubernetes : Istio on EKS

Docker & Kubernetes : Istio on Minikube with AWS EC2 for Bookinfo Application

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part I)

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part II - Prometheus, Grafana, pin a service, split traffic, and inject faults)

Docker & Kubernetes : Helm Package Manager with MySQL on GCP Kubernetes Engine

Docker & Kubernetes : Deploying Memcached on Kubernetes Engine

Docker & Kubernetes : EKS Control Plane (API server) Metrics with Prometheus

Docker & Kubernetes : Spinnaker on EKS with Halyard

Docker & Kubernetes : Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-dind(docker-in-docker)

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-kind(k8s-in-docker)

Docker & Kubernetes : nodeSelector, nodeAffinity, taints/tolerations, pod affinity and anti-affinity - Assigning Pods to Nodes

Docker & Kubernetes : Jenkins-X on EKS

Docker & Kubernetes : ArgoCD App of Apps with Heml on Kubernetes

Docker & Kubernetes : ArgoCD on Kubernetes cluster

Docker & Kubernetes : GitOps with ArgoCD for Continuous Delivery to Kubernetes clusters (minikube) - guestbook





Ansible 2.0



What is Ansible?

Quick Preview - Setting up web servers with Nginx, configure environments, and deploy an App

SSH connection & running commands

Ansible: Playbook for Tomcat 9 on Ubuntu 18.04 systemd with AWS

Modules

Playbooks

Handlers

Roles

Playbook for LAMP HAProxy

Installing Nginx on a Docker container

AWS : Creating an ec2 instance & adding keys to authorized_keys

AWS : Auto Scaling via AMI

AWS : creating an ELB & registers an EC2 instance from the ELB

Deploying Wordpress micro-services with Docker containers on Vagrant box via Ansible

Setting up Apache web server

Deploying a Go app to Minikube

Ansible with Terraform





Terraform



Introduction to Terraform with AWS elb & nginx

Terraform Tutorial - terraform format(tf) and interpolation(variables)

Terraform Tutorial - user_data

Terraform Tutorial - variables

Terraform 12 Tutorial - Loops with count, for_each, and for

Terraform Tutorial - creating multiple instances (count, list type and element() function)

Terraform Tutorial - State (terraform.tfstate) & terraform import

Terraform Tutorial - Output variables

Terraform Tutorial - Destroy

Terraform Tutorial - Modules

Terraform Tutorial - Creating AWS S3 bucket / SQS queue resources and notifying bucket event to queue

Terraform Tutorial - AWS ASG and Modules

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server I

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server II

Terraform Tutorial - Docker nginx container with ALB and dynamic autoscaling

Terraform Tutorial - AWS ECS using Fargate : Part I

Hashicorp Vault

HashiCorp Vault Agent

HashiCorp Vault and Consul on AWS with Terraform

Ansible with Terraform

AWS IAM user, group, role, and policies - part 1

AWS IAM user, group, role, and policies - part 2

Delegate Access Across AWS Accounts Using IAM Roles

AWS KMS

terraform import & terraformer import

Terraform commands cheat sheet

Terraform Cloud

Terraform 14

Creating Private TLS Certs





GCP (Google Cloud Platform)



GCP: Creating an Instance

GCP: gcloud compute command-line tool

GCP: Deploying Containers

GCP: Kubernetes Quickstart

GCP: Deploying a containerized web application via Kubernetes

GCP: Django Deploy via Kubernetes I (local)

GCP: Django Deploy via Kubernetes II (GKE)





DevOps



Phases of Continuous Integration

Software development methodology

Introduction to DevOps

Samples of Continuous Integration (CI) / Continuous Delivery (CD) - Use cases

Artifact repository and repository management

Linux - General, shell programming, processes & signals ...

RabbitMQ...

MariaDB

New Relic APM with NodeJS : simple agent setup on AWS instance

Nagios on CentOS 7 with Nagios Remote Plugin Executor (NRPE)

Nagios - The industry standard in IT infrastructure monitoring on Ubuntu

Zabbix 3 install on Ubuntu 14.04 & adding hosts / items / graphs

Datadog - Monitoring with PagerDuty/HipChat and APM

Install and Configure Mesos Cluster

Cassandra on a Single-Node Cluster

Container Orchestration : Docker Swarm vs Kubernetes vs Apache Mesos

OpenStack install on Ubuntu 16.04 server - DevStack

AWS EC2 Container Service (ECS) & EC2 Container Registry (ECR) | Docker Registry

CI/CD with CircleCI - Heroku deploy

Introduction to Terraform with AWS elb & nginx

Docker & Kubernetes

Kubernetes I - Running Kubernetes Locally via Minikube

Kubernetes II - kops on AWS

Kubernetes III - kubeadm on AWS

AWS : EKS (Elastic Container Service for Kubernetes)

CI/CD Github actions

CI/CD Gitlab



DevOps / Sys Admin Q & A



(1A) - Linux Commands

(1B) - Linux Commands

(2) - Networks

(2B) - Networks

(3) - Linux Systems

(4) - Scripting (Ruby/Shell)

(5) - Configuration Management

(6) - AWS VPC setup (public/private subnets with NAT)

(6B) - AWS VPC Peering

(7) - Web server

(8) - Database

(9) - Linux System / Application Monitoring, Performance Tuning, Profiling Methods & Tools

(10) - Trouble Shooting: Load, Throughput, Response time and Leaks

(11) - SSH key pairs, SSL Certificate, and SSL Handshake

(12) - Why is the database slow?

(13) - Is my web site down?

(14) - Is my server down?

(15) - Why is the server sluggish?

(16A) - Serving multiple domains using Virtual Hosts - Apache

(16B) - Serving multiple domains using server block - Nginx

(16C) - Reverse proxy servers and load balancers - Nginx

(17) - Linux startup process

(18) - phpMyAdmin with Nginx virtual host as a subdomain

(19) - How to SSH login without password?

(20) - Log Rotation

(21) - Monitoring Metrics

(22) - lsof

(23) - Wireshark introduction

(24) - User account management

(25) - Domain Name System (DNS)

(26) - NGINX SSL/TLS, Caching, and Session

(27) - Troubleshooting 5xx server errors

(28) - Linux Systemd: journalctl

(29) - Linux Systemd: FirewallD

(30) - Linux: SELinux

(31) - Linux: Samba

(0) - Linux Sys Admin's Day to Day tasks





Jenkins



Install

Configuration - Manage Jenkins - security setup

Adding job and build

Scheduling jobs

Managing_plugins

Git/GitHub plugins, SSH keys configuration, and Fork/Clone

JDK & Maven setup

Build configuration for GitHub Java application with Maven

Build Action for GitHub Java application with Maven - Console Output, Updating Maven

Commit to changes to GitHub & new test results - Build Failure

Commit to changes to GitHub & new test results - Successful Build

Adding code coverage and metrics

Jenkins on EC2 - creating an EC2 account, ssh to EC2, and install Apache server

Jenkins on EC2 - setting up Jenkins account, plugins, and Configure System (JAVA_HOME, MAVEN_HOME, notification email)

Jenkins on EC2 - Creating a Maven project

Jenkins on EC2 - Configuring GitHub Hook and Notification service to Jenkins server for any changes to the repository

Jenkins on EC2 - Line Coverage with JaCoCo plugin

Setting up Master and Slave nodes

Jenkins Build Pipeline & Dependency Graph Plugins

Jenkins Build Flow Plugin

Pipeline Jenkinsfile with Classic / Blue Ocean

Jenkins Setting up Slave nodes on AWS

Jenkins Q & A





Puppet



Puppet with Amazon AWS I - Puppet accounts

Puppet with Amazon AWS II (ssh & puppetmaster/puppet install)

Puppet with Amazon AWS III - Puppet running Hello World

Puppet Code Basics - Terminology

Puppet with Amazon AWS on CentOS 7 (I) - Master setup on EC2

Puppet with Amazon AWS on CentOS 7 (II) - Configuring a Puppet Master Server with Passenger and Apache

Puppet master /agent ubuntu 14.04 install on EC2 nodes

Puppet master post install tasks - master's names and certificates setup,

Puppet agent post install tasks - configure agent, hostnames, and sign request

EC2 Puppet master/agent basic tasks - main manifest with a file resource/module and immediate execution on an agent node

Setting up puppet master and agent with simple scripts on EC2 / remote install from desktop

EC2 Puppet - Install lamp with a manifest ('puppet apply')

EC2 Puppet - Install lamp with a module

Puppet variable scope

Puppet packages, services, and files

Puppet packages, services, and files II with nginx Puppet templates

Puppet creating and managing user accounts with SSH access

Puppet Locking user accounts & deploying sudoers file

Puppet exec resource

Puppet classes and modules

Puppet Forge modules

Puppet Express

Puppet Express 2

Puppet 4 : Changes

Puppet --configprint

Puppet with Docker

Puppet 6.0.2 install on Ubuntu 18.04





Chef



What is Chef?

Chef install on Ubuntu 14.04 - Local Workstation via omnibus installer

Setting up Hosted Chef server

VirtualBox via Vagrant with Chef client provision

Creating and using cookbooks on a VirtualBox node

Chef server install on Ubuntu 14.04

Chef workstation setup on EC2 Ubuntu 14.04

Chef Client Node - Knife Bootstrapping a node on EC2 ubuntu 14.04





Elasticsearch search engine, Logstash, and Kibana



Elasticsearch, search engine

Logstash with Elasticsearch

Logstash, Elasticsearch, and Kibana 4

Elasticsearch with Redis broker and Logstash Shipper and Indexer

Samples of ELK architecture

Elasticsearch indexing performance



Vagrant



VirtualBox & Vagrant install on Ubuntu 14.04

Creating a VirtualBox using Vagrant

Provisioning

Networking - Port Forwarding

Vagrant Share

Vagrant Rebuild & Teardown

Vagrant & Ansible





Big Data & Hadoop Tutorials



Hadoop 2.6 - Installing on Ubuntu 14.04 (Single-Node Cluster)

Hadoop 2.6.5 - Installing on Ubuntu 16.04 (Single-Node Cluster)

Hadoop - Running MapReduce Job

Hadoop - Ecosystem

CDH5.3 Install on four EC2 instances (1 Name node and 3 Datanodes) using Cloudera Manager 5

CDH5 APIs

QuickStart VMs for CDH 5.3

QuickStart VMs for CDH 5.3 II - Testing with wordcount

QuickStart VMs for CDH 5.3 II - Hive DB query

Scheduled start and stop CDH services

CDH 5.8 Install with QuickStarts Docker

Zookeeper & Kafka Install

Zookeeper & Kafka - single node single broker

Zookeeper & Kafka - Single node and multiple brokers

OLTP vs OLAP

Apache Hadoop Tutorial I with CDH - Overview

Apache Hadoop Tutorial II with CDH - MapReduce Word Count

Apache Hadoop Tutorial III with CDH - MapReduce Word Count 2

Apache Hadoop (CDH 5) Hive Introduction

CDH5 - Hive Upgrade to 1.3 to from 1.2

Apache Hive 2.1.0 install on Ubuntu 16.04

Apache HBase in Pseudo-Distributed mode

Creating HBase table with HBase shell and HUE

Apache Hadoop : Hue 3.11 install on Ubuntu 16.04

Creating HBase table with Java API

HBase - Map, Persistent, Sparse, Sorted, Distributed and Multidimensional

Flume with CDH5: a single-node Flume deployment (telnet example)

Apache Hadoop (CDH 5) Flume with VirtualBox : syslog example via NettyAvroRpcClient

List of Apache Hadoop hdfs commands

Apache Hadoop : Creating Wordcount Java Project with Eclipse Part 1

Apache Hadoop : Creating Wordcount Java Project with Eclipse Part 2

Apache Hadoop : Creating Card Java Project with Eclipse using Cloudera VM UnoExample for CDH5 - local run

Apache Hadoop : Creating Wordcount Maven Project with Eclipse

Wordcount MapReduce with Oozie workflow with Hue browser - CDH 5.3 Hadoop cluster using VirtualBox and QuickStart VM

Spark 1.2 using VirtualBox and QuickStart VM - wordcount

Spark Programming Model : Resilient Distributed Dataset (RDD) with CDH

Apache Spark 2.0.2 with PySpark (Spark Python API) Shell

Apache Spark 2.0.2 tutorial with PySpark : RDD

Apache Spark 2.0.0 tutorial with PySpark : Analyzing Neuroimaging Data with Thunder

Apache Spark Streaming with Kafka and Cassandra

Apache Spark 1.2 with PySpark (Spark Python API) Wordcount using CDH5

Apache Spark 1.2 Streaming

Apache Drill with ZooKeeper install on Ubuntu 16.04 - Embedded & Distributed

Apache Drill - Query File System, JSON, and Parquet

Apache Drill - HBase query

Apache Drill - Hive query

Apache Drill - MongoDB query





Redis In-Memory Database



Redis vs Memcached

Redis 3.0.1 Install

Setting up multiple server instances on a Linux host

Redis with Python

ELK : Elasticsearch with Redis broker and Logstash Shipper and Indexer





Powershell 4 Tutorial



Powersehll : Introduction

Powersehll : Help System

Powersehll : Running commands

Powersehll : Providers

Powersehll : Pipeline

Powersehll : Objects

Powershell : Remote Control

Windows Management Instrumentation (WMI)

How to Enable Multiple RDP Sessions in Windows 2012 Server

How to install and configure FTP server on IIS 8 in Windows 2012 Server

How to Run Exe as a Service on Windows 2012 Server

SQL Inner, Left, Right, and Outer Joins





Git/GitHub Tutorial



One page express tutorial for GIT and GitHub

Installation

add/status/log

commit and diff

git commit --amend

Deleting and Renaming files

Undoing Things : File Checkout & Unstaging

Reverting commit

Soft Reset - (git reset --soft <SHA key>)

Mixed Reset - Default

Hard Reset - (git reset --hard <SHA key>)

Creating & switching Branches

Fast-forward merge

Rebase & Three-way merge

Merge conflicts with a simple example

GitHub Account and SSH

Uploading to GitHub

GUI

Branching & Merging

Merging conflicts

GIT on Ubuntu and OS X - Focused on Branching

Setting up a remote repository / pushing local project and cloning the remote repo

Fork vs Clone, Origin vs Upstream

Git/GitHub Terminologies

Git/GitHub via SourceTree II : Branching & Merging

Git/GitHub via SourceTree III : Git Work Flow

Git/GitHub via SourceTree IV : Git Reset

Git wiki - quick command reference






Subversion

Subversion Install On Ubuntu 14.04

Subversion creating and accessing I

Subversion creating and accessing II








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