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Micro-experimentation Tools in Java 9

Josh Cummings

This course covers Java 9 tools JShell and JMH, designed to restore a Java engineer's flow by making it easy to explore your code base, experiment with solutions at a small scale, and roll the results into long-lasting applications with confidence.

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This course covers Java 9 tools JShell and JMH, designed to restore a Java engineer's flow by making it easy to explore your code base, experiment with solutions at a small scale, and roll the results into long-lasting applications with confidence.

Historically, Java engineers have been loathe to do small scale experiments during their coding because of the high ceremony of the Java language. There is so much overhead when all an engineer wants to write is a little one-line experiment that its often avoided. At the core, the JVM is so good at code optimization that experiments in the performance family are still more time consuming because of the immense number of false positives and noisy evidence that result. In this course, Micro-experimentation Tools in Java 9, you'll learn how to use JShell and JMH. First, you'll learn how to do more in-depth experimenting. Next, you’ll discover more about exploratory coding. Finally, you’ll explore how to find if your feedback loop is too slow for significant processes. When you’re finished with this course, you'll have a foundational knowledge of JShell and JMH that will help you as you move forward in restoring flow while using Java 9 micro-experimentation tools.

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What's inside

Syllabus

Course Overview
How Noisy Experiments Are Wasting Your Precious Make Time
Getting Quick Feedback from Command-line JShell
Prototyping with JShell Scripts
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Microbenchmarking Using JMH
Folding JMH into Continuous Integration

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Delves into Java 9 tools, catering to Java engineers seeking efficient experimentation and application building
Provides practical guidance on utilizing JShell and JMH for code exploration and performance optimization
Designed for Java engineers with some experience seeking to enhance their coding workflow

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Micro-experimentation Tools in Java 9 with these activities:
Review Java Basics
Review Java basics, including syntax, data types, and control flow, to refresh your memory and prepare you for the course.
Browse courses on Java Basics
Show steps
  • Go through online tutorials or documentation on Java basics.
  • Solve simple Java coding problems on platforms like LeetCode or HackerRank.
  • Create a small Java program that implements basic concepts like variables, loops, and conditional statements.
Review JShell and JMH Tutorials
Reviewing these tutorials will help you refresh your memory and fill in any gaps in your understanding of JShell and JMH, so that you can follow the course more effectively.
Browse courses on JShell
Show steps
  • Read the JShell Tutorial
  • Read the JMH Tutorial
Follow a JShell or JMH Tutorial Series
Following a tutorial series will provide you with a structured and comprehensive learning experience, and help you master the fundamentals of JShell and JMH.
Browse courses on JShell
Show steps
  • Find a JShell or JMH tutorial series
  • Follow the tutorials step-by-step
Eight other activities
Expand to see all activities and additional details
Show all 11 activities
Explore JShell
Follow guided tutorials on JShell to learn how to use its features for interactive coding, experimentation, and quick prototyping.
Browse courses on JShell
Show steps
  • Find online tutorials or documentation on using JShell.
  • Practice using JShell commands to evaluate expressions, define variables, and execute code snippets.
Try Out JShell and JMH Features
Experimenting with JShell and JMH features will help you gain hands-on experience and a deeper understanding of how these tools work.
Browse courses on JShell
Show steps
  • Try out the JShell REPL
  • Create a JMH benchmark
Volunteer on an Open Source JShell or JMH Project
Participating in an open-source project is a great way to gain practical experience with JShell and JMH, while also contributing to the community.
Browse courses on JShell
Show steps
  • Start contributing to the project
  • Find an open-source JShell or JMH project
  • Contact the project maintainers
Benchmarking with JMH
Complete practice drills and exercises on JMH to gain proficiency in performance benchmarking, profiling, and analyzing results.
Browse courses on JMH
Show steps
  • Set up JMH in your Java project.
  • Create benchmark tests for different code snippets.
  • Run benchmarks and analyze the results to identify performance bottlenecks.
  • Use JMH annotations and options to customize your benchmarks.
Write a JShell Script
Create a JShell script to automate a complex or repetitive task in your Java codebase, reinforcing your understanding of JShell's capabilities.
Browse courses on Automated Testing
Show steps
  • Identify a task that can be automated with JShell.
  • Write a JShell script to perform the task.
  • Test and refine your script to ensure it works correctly.
Write a Blog Post or Article on JShell or JMH
Writing a blog post or article will help you consolidate your understanding of JShell and JMH, and share your knowledge with others.
Browse courses on JShell
Show steps
  • Choose a topic
  • Research the topic
  • Write the blog post or article
  • Publish the blog post or article
Mentor Junior Developers on JShell or JMH
Mentoring others is an effective way to reinforce your own understanding of JShell and JMH, and help others grow in their careers.
Browse courses on JShell
Show steps
  • Find a junior developer
  • Set up regular mentoring sessions
  • Cover key JShell and JMH concepts with them.
Develop a Java Application Using JShell and JMH
Developing a Java application will provide you with the opportunity to apply your knowledge of JShell and JMH in a real-world project.
Browse courses on JShell
Show steps
  • Design the application
  • Implement the application
  • Test the application
  • Deploy the application

Career center

Learners who complete Micro-experimentation Tools in Java 9 will develop knowledge and skills that may be useful to these careers:
Software Developer
As a Software Developer, you'll apply your knowledge of programming fundamentals to develop innovative software products. Micro-experimentation Tools in Java 9 will help you develop the tools necessary for more efficient experimentation in your work when writing Java code. This course will teach you how to use JShell and JMH in order to better test your Java code in real-time.
Software Architect
A Software Architect's job requires an adept understanding of how to translate functional requirements into technical work specifications. Software Architects may also oversee the work of other developers. The Micro-experimentation Tools in Java 9 course will teach you how to use JShell and JMH, which will be indispensable tools as you connect the performance of your designs to your architecture's requirements.
Software Engineer
Software Engineers design, develop, and implement computer systems. They also are responsible for the maintenance and debugging of software. The Micro-experimentation Tools in Java 9 course can help Software Engineers to better understand how to test Java code in different ways. This course will teach you how to use JShell and JMH, which will help you to analyze and optimize code for many different applications.
Data Scientist
Data Scientists are experts in the collection, munging, and analysis of data. Using this data, Data Scientists are able to make predictions and recommendations. The Micro-experimentation Tools in Java 9 course will teach you how to use JShell and JMH to test various kinds of Java code. This will help you to identify and mitigate potential issues in data analysis scripts.
Computer Programmer
Computer Programmers use their expertise in computer programming to write, test, and maintain the software applications and systems that are essential to many industries. The Micro-experimentation Tools in Java 9 course can be helpful for Computer Programmers who are looking to advance their skills in Java code testing. This course will teach you how to use JShell and JMH to write and test high-quality Java code.
Software Test Engineer
Software Test Engineers are responsible for designing, executing, and evaluating the performance of software. This role requires a high level of knowledge and expertise in software quality assurance practices. The Micro-experimentation Tools in Java 9 can help Software Test Engineers learn about JShell and JMH, which will help them to develop better test plans and strategies for their software testing.
Computer Systems Analyst
Computer Systems Analysts help organizations to effectively and efficiently use computer systems and technology. This role requires an understanding of both business and technology. The Micro-experimentation Tools in Java 9 course can be helpful for Computer Systems Analysts looking to advance their skills. This course teaches how to use JShell and JMH, which can help Computer Systems Analysts to optimize the performance of the systems they design.
Information Security Analyst
Information Security Analysts plan and implement security measures to protect an organization's computer systems and networks. Security Analysts also respond to security breaches and incidents. The Micro-experimentation Tools in Java 9 course can be helpful for Information Security Analysts who work in Java-heavy environments. This course will teach you how to use JShell and JMH to analyze the performance of security code, identify potential vulnerabilities, and make recommendations for improvements.
Database Administrator
Database Administrators are responsible for the maintenance and performance of databases. This role may also be responsible for the design and implementation of database systems. The Micro-experimentation Tools in Java 9 course can be useful for Database Administrators who are looking to gain hands-on experience working with JMH and JShell. This course will teach you how these tools can be used to improve the performance of database systems.
Web Developer
Web Developers design, develop, and maintain websites and web applications. This role requires an understanding of both front-end and back-end development. The Micro-experimentation Tools in Java 9 may be useful for Web Developers who work on Java-based web applications. This course will teach you how to use JShell and JMH to experiment with and improve the performance of your web applications.
Quality Assurance Analyst
Quality Assurance Analysts are responsible for testing and evaluating the quality of software products. This role requires an understanding of both software development and quality assurance practices. The Micro-experimentation Tools in Java 9 course can be useful for Quality Assurance Analysts who work on Java-based software products. This course will teach you how to use JShell and JMH to improve your testing and evaluation of software products.
Project Manager
Project Managers are responsible for planning, organizing, and executing projects. This role requires an understanding of project management methodologies and tools. The Micro-experimentation Tools in Java 9 course may be helpful for Project Managers who work on Java-based projects. This course will teach you how to use JMH to analyze the performance of your projects and identify potential risks.
Business Analyst
Business Analysts gather and analyze information about businesses in order to understand the needs of the business and its customers. They provide recommendations and solutions to improve the business. The Micro-experimentation Tools in Java 9 course may be helpful for Business Analysts who work in the technology sector. This course will teach you how to use JShell and JMH to analyze the performance of business applications and make recommendations for improvements.
Data Analyst
Data Analysts collect, analyze, and interpret data in order to identify trends and patterns. They use this information to make recommendations and decisions. The Micro-experimentation Tools in Java 9 course may be helpful for Data Analysts who work in the technology sector. This course will teach you how to use JShell and JMH to analyze the performance of data analysis tools and make recommendations for improvements.
Statistician
Statisticians collect, analyze, and interpret data in order to make informed decisions. They use statistical methods to identify trends and patterns in data. The Micro-experimentation Tools in Java 9 course may be helpful for Statisticians who work in the technology sector. This course will teach you how to use JShell and JMH to analyze the performance of statistical models and make recommendations for improvements.

Reading list

We've selected 14 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Micro-experimentation Tools in Java 9.
Is the official specification of the Java language. It valuable resource for anyone who wants to learn more about the syntax and semantics of Java 9.
Provides a collection of 78 proven best practices for writing effective Java code. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java concurrency, including how to write concurrent code that is safe, efficient, and scalable.
Provides a comprehensive overview of Java, including its syntax, semantics, and libraries. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of test-driven development, including how to use it to write better Java code. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java performance tuning, including how to identify and fix performance bottlenecks. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java, including its syntax, semantics, and libraries. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a collection of recipes for solving common Java concurrency problems. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java, including its syntax, semantics, and libraries. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java, including its syntax, semantics, and libraries. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java 9, including its new features and enhancements. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of design patterns, including how to use them to write better Java code. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a collection of recipes for solving common Java programming problems. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.
Provides a comprehensive overview of Java, including its syntax, semantics, and libraries. It valuable resource for anyone who wants to learn more about Java 9 and how to use it effectively.

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