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Efficient Test
Environments with
Infrastructure as
Code(IaC)
Sujeet Kumar Srivastava
Senior Automation Consultant (Test Automation)
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• Introduction to Infrastructure as Code (IaC)
• How IaC works
• Why IaC is essential for test automation
• Benefits of using IaC for test environments
• IaC Best Practices for Test Automation
• Common Tools for IaC
• Choosing the right tool for your needs
• Integration with test automation framework
• Scaling and Optimization
• Techniques to scale test environment with IaC
• Optimizing resource utilization and costs
• Demo : Setting up Test Environment with IaC
• QnA
Introduction to Infrastructure as Code (IaC)
Infrastructure as Code (IaC) is a practice in IT infrastructure management that involves managing and
provisioning computing resources through machine-readable configuration files, rather than through physical
hardware configuration or interactive configuration tools.
IaC is a way to set up and manage computers, servers, and other IT resources using code. Instead of
manually configuring each piece of hardware or software, you write scripts that describe the desired setup.
These scripts can be executed to automatically set up the entire infrastructure.
Without IaC
Let's say you want to set up a web server. Traditionally, you might:
• Manually set up the server hardware.
• Install an operating system.
• Install necessary software (like a web server).
• Configure network settings.
With IaC
With IaC, you write a script that automates all
these steps
• Provider: Specifies which cloud provider to use (e.g.,
AWS).
• Resource: Defines what you want to create. In this case,
it's an AWS EC2 instance.
• AMI: Specifies the image to use for the server.
• Instance Type: Defines the type of server (e.g.,
t2.micro).
• Tags: Labels the server for easy identification.
What Script says:
Why IaC is essential for test automation
01 02
03
05 06
04
IaC ensures that your testing
environment is always set up the
same way every time
Consistency
IaC automates the setup of testing
environments, which saves a lot of
time compared to manually setting
them up
Speed
Just like your application code, IaC
scripts can be stored in version control
systems (like Git).
Version Control
With IaC, you can easily recreate your
testing environments from scratch
whenever needed
Repeatability
You can quickly spin up multiple
testing environments in parallel using
IaC
Scalability
If something goes wrong in your
testing environment, IaC allows you to
quickly rebuild it from the ground up,
minimizing downtime and disruption
Disaster Recovery
Benefits of using IaC for test environments
R
S
E
C
R
I
Rapid Provisioning
With IaC, you can quickly spin up test environments from code,
significantly reducing the time required to set up environments
manually.
Integration with DevOps Tools
IaC seamlessly integrates with various
DevOps tools and platforms, enabling
automated workflows and continuous
delivery pipelines
Enhanced Collaboration
Since infrastructure configurations are defined in code, It can be
reviewed, shared, and updated collaboratively by anyone, leading
to better alignment and communication across teams.
Standardization
IaC ensures that test environments are configured identically
every time they are created, reducing variability and
eliminating "works on my machine" issues.
Cost Efficiency
By automating the creation and teardown of test
environments, IaC helps in optimizing resource utilization
and reducing costs.
Reduced Human Error
IaC minimizes human intervention, thereby reducing the risk
of errors and ensuring that environments are set up correctly
every time according to predefined specifications.
IaC Best Practices for Test Automation
CI/CD
Use Version Control Systems
Environment Parity
Modularize Your Code
Integrate your IaC code into CI pipelines using tools like Jenkins, GitLab CI,
or GitHub Actions. Automate testing and deployment processes.
Separate environments (development, staging,
production) to avoid conflicts and ensure changes are
tested before production deployment.
Break down your infrastructure into reusable,
modular components. This makes the code
easier to manage, understand, and test.
This practice allows for tracking changes, collaborating
with team members, and rolling back to previous versions
if needed.
02
01
Choosing the right tool for your needs
03
Clearly outline your requirements. Consider
factors like scalability, compatibility with your
existing infrastructure, ease of use, support for
multiple cloud providers, and community
support.
Define Requirements
04
Ensure that the chosen tool is
compatible with your existing
infrastructure, programming languages,
and platforms
Evaluate Compatibility
Choose a tool with a user-friendly
interface and clear documentation. It
should have a low learning curve for your
team members
Ease of Use
Before fully committing to a tool, conduct
pilot tests to evaluate its performance in a
real-world scenario. Identify any limitations
or challenges early on and assess whether
the tool meets your expectations.
Pilot Testing
AWS CloudFormation Ansible
Terraform
Common Tools for IaC
Scaling and Optimization of IaC
Parameterization
Use parameters to make your
infrastructure code more
flexible and configurable.
Parallelization
Parallelize your test runs by
spinning up multiple instances
of your infrastructure in parallel
Infrastructure Orchestration
Use orchestration tools like
Kubernetes or Docker Swarm
to manage and scale your
infrastructure resources more
efficiently
Techniques to scale test environment with IaC
• Dynamic Resource Allocation: Utilize cloud provider APIs or IaC tools to dynamically provision resources based on
demand. For example, you can automatically spin up additional instances of your application servers during peak testing periods
and scale them down when they're no longer needed.
• Auto-Scaling Groups: Implement auto-scaling groups for resources like web servers or application instances. Auto-scaling
groups automatically adjust the number of instances based on criteria you define, such as CPU utilization or request latency.
• Immutable Infrastructure: Embrace the concept of immutable infrastructure, where instead of updating existing resources,
you replace them with entirely new instances whenever a change is needed.
• Containerization: Use containerization technologies like Docker to package your application and its dependencies into
lightweight, portable containers. Containers can be easily replicated and scaled horizontally to handle increased testing loads.
• Cost Optimization: Consider cost optimization strategies when scaling your test environment. Use reserved instances or
spot instances for long-running resources to reduce costs, and leverage cost allocation tags to track and optimize spending
across different test environments.
Optimizing resource utilization and costs
Right-sizing Resources
Ensure that resources such as virtual
machines, databases, and storage are
appropriately sized for the workload of
your test environment
Serverless and Managed Services
Whenever possible, leverage serverless
computing and managed services offered
by cloud providers. These services often
have a pay-per-use pricing model and
eliminate the need for managing
underlying infrastructure, leading to cost
savings.
Scheduled Shutdowns
Schedule automated shutdowns for
non-critical resources during off-hours
or periods of inactivity. This can help
reduce costs by avoiding charges for
unused resources.
Continuous Optimization
Regularly review and optimize your IaC
templates and configurations to ensure
they are aligned with best practices and
cost optimization strategies
DEMO
Setting Up Test Environment with IaC
Efficient Test Environments with Infrastructure as Code (IaC)

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Efficient Test Environments with Infrastructure as Code (IaC)

  • 1. Efficient Test Environments with Infrastructure as Code(IaC) Sujeet Kumar Srivastava Senior Automation Consultant (Test Automation)
  • 2. Lack of etiquette and manners is a huge turn off. KnolX Etiquettes  Punctuality Join the session 5 minutes prior to the session start time. We start on time and conclude on time!  Feedback Make sure to submit a constructive feedback for all sessions as it is very helpful for the presenter.  Silent Mode Keep your mobile devices in silent mode, feel free to move out of session in case you need to attend an urgent call.  Avoid Disturbance Avoid unwanted chit chat during the session.
  • 3. • Introduction to Infrastructure as Code (IaC) • How IaC works • Why IaC is essential for test automation • Benefits of using IaC for test environments • IaC Best Practices for Test Automation • Common Tools for IaC • Choosing the right tool for your needs • Integration with test automation framework • Scaling and Optimization • Techniques to scale test environment with IaC • Optimizing resource utilization and costs • Demo : Setting up Test Environment with IaC • QnA
  • 4. Introduction to Infrastructure as Code (IaC) Infrastructure as Code (IaC) is a practice in IT infrastructure management that involves managing and provisioning computing resources through machine-readable configuration files, rather than through physical hardware configuration or interactive configuration tools. IaC is a way to set up and manage computers, servers, and other IT resources using code. Instead of manually configuring each piece of hardware or software, you write scripts that describe the desired setup. These scripts can be executed to automatically set up the entire infrastructure.
  • 5. Without IaC Let's say you want to set up a web server. Traditionally, you might: • Manually set up the server hardware. • Install an operating system. • Install necessary software (like a web server). • Configure network settings.
  • 6. With IaC With IaC, you write a script that automates all these steps • Provider: Specifies which cloud provider to use (e.g., AWS). • Resource: Defines what you want to create. In this case, it's an AWS EC2 instance. • AMI: Specifies the image to use for the server. • Instance Type: Defines the type of server (e.g., t2.micro). • Tags: Labels the server for easy identification. What Script says:
  • 7. Why IaC is essential for test automation 01 02 03 05 06 04 IaC ensures that your testing environment is always set up the same way every time Consistency IaC automates the setup of testing environments, which saves a lot of time compared to manually setting them up Speed Just like your application code, IaC scripts can be stored in version control systems (like Git). Version Control With IaC, you can easily recreate your testing environments from scratch whenever needed Repeatability You can quickly spin up multiple testing environments in parallel using IaC Scalability If something goes wrong in your testing environment, IaC allows you to quickly rebuild it from the ground up, minimizing downtime and disruption Disaster Recovery
  • 8. Benefits of using IaC for test environments R S E C R I Rapid Provisioning With IaC, you can quickly spin up test environments from code, significantly reducing the time required to set up environments manually. Integration with DevOps Tools IaC seamlessly integrates with various DevOps tools and platforms, enabling automated workflows and continuous delivery pipelines Enhanced Collaboration Since infrastructure configurations are defined in code, It can be reviewed, shared, and updated collaboratively by anyone, leading to better alignment and communication across teams. Standardization IaC ensures that test environments are configured identically every time they are created, reducing variability and eliminating "works on my machine" issues. Cost Efficiency By automating the creation and teardown of test environments, IaC helps in optimizing resource utilization and reducing costs. Reduced Human Error IaC minimizes human intervention, thereby reducing the risk of errors and ensuring that environments are set up correctly every time according to predefined specifications.
  • 9. IaC Best Practices for Test Automation CI/CD Use Version Control Systems Environment Parity Modularize Your Code Integrate your IaC code into CI pipelines using tools like Jenkins, GitLab CI, or GitHub Actions. Automate testing and deployment processes. Separate environments (development, staging, production) to avoid conflicts and ensure changes are tested before production deployment. Break down your infrastructure into reusable, modular components. This makes the code easier to manage, understand, and test. This practice allows for tracking changes, collaborating with team members, and rolling back to previous versions if needed.
  • 10. 02 01 Choosing the right tool for your needs 03 Clearly outline your requirements. Consider factors like scalability, compatibility with your existing infrastructure, ease of use, support for multiple cloud providers, and community support. Define Requirements 04 Ensure that the chosen tool is compatible with your existing infrastructure, programming languages, and platforms Evaluate Compatibility Choose a tool with a user-friendly interface and clear documentation. It should have a low learning curve for your team members Ease of Use Before fully committing to a tool, conduct pilot tests to evaluate its performance in a real-world scenario. Identify any limitations or challenges early on and assess whether the tool meets your expectations. Pilot Testing
  • 12. Scaling and Optimization of IaC Parameterization Use parameters to make your infrastructure code more flexible and configurable. Parallelization Parallelize your test runs by spinning up multiple instances of your infrastructure in parallel Infrastructure Orchestration Use orchestration tools like Kubernetes or Docker Swarm to manage and scale your infrastructure resources more efficiently
  • 13. Techniques to scale test environment with IaC • Dynamic Resource Allocation: Utilize cloud provider APIs or IaC tools to dynamically provision resources based on demand. For example, you can automatically spin up additional instances of your application servers during peak testing periods and scale them down when they're no longer needed. • Auto-Scaling Groups: Implement auto-scaling groups for resources like web servers or application instances. Auto-scaling groups automatically adjust the number of instances based on criteria you define, such as CPU utilization or request latency. • Immutable Infrastructure: Embrace the concept of immutable infrastructure, where instead of updating existing resources, you replace them with entirely new instances whenever a change is needed. • Containerization: Use containerization technologies like Docker to package your application and its dependencies into lightweight, portable containers. Containers can be easily replicated and scaled horizontally to handle increased testing loads. • Cost Optimization: Consider cost optimization strategies when scaling your test environment. Use reserved instances or spot instances for long-running resources to reduce costs, and leverage cost allocation tags to track and optimize spending across different test environments.
  • 14. Optimizing resource utilization and costs Right-sizing Resources Ensure that resources such as virtual machines, databases, and storage are appropriately sized for the workload of your test environment Serverless and Managed Services Whenever possible, leverage serverless computing and managed services offered by cloud providers. These services often have a pay-per-use pricing model and eliminate the need for managing underlying infrastructure, leading to cost savings. Scheduled Shutdowns Schedule automated shutdowns for non-critical resources during off-hours or periods of inactivity. This can help reduce costs by avoiding charges for unused resources. Continuous Optimization Regularly review and optimize your IaC templates and configurations to ensure they are aligned with best practices and cost optimization strategies
  • 15. DEMO Setting Up Test Environment with IaC