René's URL Explorer Experiment

Title: Intermediate Research Software Development: Extra Content: Functional Programming

Mail addresses
info@software.ac.uk

Hey, it has json ld scripts:

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Links:

Skip to main content	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#main-content
Beta	https://docs.carpentries.org/resources/curriculum/lesson-life-cycle.html
Key Points	https://carpentries-incubator.github.io/python-intermediate-development/key-points.html
Glossary	https://carpentries-incubator.github.io/python-intermediate-development/reference.html#glossary
Learner Profiles	https://carpentries-incubator.github.io/python-intermediate-development/profiles.html
Quiz	https://carpentries-incubator.github.io/python-intermediate-development/quiz.html
Installation Instructions	https://carpentries-incubator.github.io/python-intermediate-development/installation-instructions.html
Common Issues, Fixes & Tips	https://carpentries-incubator.github.io/python-intermediate-development/common-issues.html
Extra Content: Software Architecture	https://carpentries-incubator.github.io/python-intermediate-development/software-architecture-extra.html
Extra Content: Programming Paradigms	https://carpentries-incubator.github.io/python-intermediate-development/programming-paradigms.html
Extra Content: Procedural Programming	https://carpentries-incubator.github.io/python-intermediate-development/procedural-programming.html
Extra Content: Functional Programming	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html
Extra Content: Object Oriented Programming	https://carpentries-incubator.github.io/python-intermediate-development/object-oriented-programming.html
Extra Content: Persistence	https://carpentries-incubator.github.io/python-intermediate-development/persistence.html
Extra Content: Databases	https://carpentries-incubator.github.io/python-intermediate-development/databases.html
Reference	https://carpentries-incubator.github.io/python-intermediate-development/reference.html
Search the All In One page	https://carpentries-incubator.github.io/python-intermediate-development/aio.html
Instructor View	https://carpentries-incubator.github.io/python-intermediate-development/instructor/functional-programming.html
Summary and Setup	https://carpentries-incubator.github.io/python-intermediate-development/index.html
Setting the Scene	https://carpentries-incubator.github.io/python-intermediate-development/00-setting-the-scene.html
Section 1: Setting Up Environment For Collaborative Code Development	https://carpentries-incubator.github.io/python-intermediate-development/10-section1-intro.html
1.1 Introduction to Our Software Project	https://carpentries-incubator.github.io/python-intermediate-development/11-software-project.html
1.2 Virtual Environments For Software Development	https://carpentries-incubator.github.io/python-intermediate-development/12-virtual-environments.html
1.3 Integrated Software Development Environments	https://carpentries-incubator.github.io/python-intermediate-development/13-ides.html
1.4 Software Development Using Git and GitHub	https://carpentries-incubator.github.io/python-intermediate-development/14-collaboration-using-git.html
1.5 Python Code Style Conventions	https://carpentries-incubator.github.io/python-intermediate-development/15-coding-conventions.html
1.6 Verifying Code Style Using Linters	https://carpentries-incubator.github.io/python-intermediate-development/16-verifying-code-style-linters.html
1.7 Optional Exercises	https://carpentries-incubator.github.io/python-intermediate-development/17-section1-optional-exercises.html
Section 2: Ensuring Correctness of Software at Scale	https://carpentries-incubator.github.io/python-intermediate-development/20-section2-intro.html
2.1 Automatically Testing Software	https://carpentries-incubator.github.io/python-intermediate-development/21-automatically-testing-software.html
2.2 Scaling Up Unit Testing	https://carpentries-incubator.github.io/python-intermediate-development/22-scaling-up-unit-testing.html
2.3 Continuous Integration for Automated Testing	https://carpentries-incubator.github.io/python-intermediate-development/23-continuous-integration-automated-testing.html
2.4 Diagnosing Issues and Improving Robustness	https://carpentries-incubator.github.io/python-intermediate-development/24-diagnosing-issues-improving-robustness.html
2.5 Optional Exercises for Section 2	https://carpentries-incubator.github.io/python-intermediate-development/25-section2-optional-exercises.html
Section 3: Software Development as a Process	https://carpentries-incubator.github.io/python-intermediate-development/30-section3-intro.html
3.1 Software Requirements	https://carpentries-incubator.github.io/python-intermediate-development/31-software-requirements.html
3.2 Software Architecture and Design	https://carpentries-incubator.github.io/python-intermediate-development/32-software-architecture-design.html
3.3 Code Decoupling & Abstractions	https://carpentries-incubator.github.io/python-intermediate-development/33-code-decoupling-abstractions.html
3.4 Code Refactoring	https://carpentries-incubator.github.io/python-intermediate-development/34-code-refactoring.html
3.5 Software Architecture Revisited	https://carpentries-incubator.github.io/python-intermediate-development/35-software-architecture-revisited.html
Section 4: Collaborative Software Development for Reuse	https://carpentries-incubator.github.io/python-intermediate-development/40-section4-intro.html
4.1 Developing Software In a Team: Code Review	https://carpentries-incubator.github.io/python-intermediate-development/41-code-review.html
4.2 Preparing Software for Reuse and Release	https://carpentries-incubator.github.io/python-intermediate-development/42-software-reuse.html
4.3 Packaging Code for Release and Distribution	https://carpentries-incubator.github.io/python-intermediate-development/43-software-release.html
Section 5: Managing and Improving Software Over Its Lifetime	https://carpentries-incubator.github.io/python-intermediate-development/50-section5-intro.html
5.1 Managing a Collaborative Software Project	https://carpentries-incubator.github.io/python-intermediate-development/51-managing-software.html
5.2 Assessing Software for Suitability and Improvement	https://carpentries-incubator.github.io/python-intermediate-development/52-assessing-software-suitability-improvement.html
5.3 Software Improvement Through Feedback	https://carpentries-incubator.github.io/python-intermediate-development/53-improvement-through-feedback.html
Wrap-up	https://carpentries-incubator.github.io/python-intermediate-development/60-wrap-up.html
Key Points	https://carpentries-incubator.github.io/python-intermediate-development/key-points.html
Glossary	https://carpentries-incubator.github.io/python-intermediate-development/reference.html#glossary
Learner Profiles	https://carpentries-incubator.github.io/python-intermediate-development/profiles.html
Quiz	https://carpentries-incubator.github.io/python-intermediate-development/quiz.html
Installation Instructions	https://carpentries-incubator.github.io/python-intermediate-development/installation-instructions.html
Common Issues, Fixes & Tips	https://carpentries-incubator.github.io/python-intermediate-development/common-issues.html
Extra Content: Software Architecture	https://carpentries-incubator.github.io/python-intermediate-development/software-architecture-extra.html
Extra Content: Programming Paradigms	https://carpentries-incubator.github.io/python-intermediate-development/programming-paradigms.html
Extra Content: Procedural Programming	https://carpentries-incubator.github.io/python-intermediate-development/procedural-programming.html
Extra Content: Functional Programming	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html
Extra Content: Object Oriented Programming	https://carpentries-incubator.github.io/python-intermediate-development/object-oriented-programming.html
Extra Content: Persistence	https://carpentries-incubator.github.io/python-intermediate-development/persistence.html
Extra Content: Databases	https://carpentries-incubator.github.io/python-intermediate-development/databases.html
Reference	https://carpentries-incubator.github.io/python-intermediate-development/reference.html
See all in one page	https://carpentries-incubator.github.io/python-intermediate-development/aio.html
Previous	https://carpentries-incubator.github.io/python-intermediate-development/index.html
Home	https://carpentries-incubator.github.io/python-intermediate-development/index.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development/edit/main/learners/functional-programming.md
mathematical definition of a function	https://en.wikipedia.org/wiki/Function_(mathematics)
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Python Pandas library	https://pandas.pydata.org/
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Spark	https://en.wikipedia.org/wiki/Apache_Spark
Hadoop	https://hadoop.apache.org/
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iterable objects	https://www.w3schools.com/python/python_iterators.asp
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	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-9
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-10
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-11
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-12
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-13
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-14
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-15
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-16
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-17
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb38-18
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-1
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-2
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-3
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-4
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-5
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-6
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-7
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-8
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-9
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-10
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-11
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-12
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-13
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-14
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb39-15
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#decorators
episode on parametrising our unit tests	https://carpentries-incubator.github.io/python-intermediate-development/22-scaling-up-unit-testing.html#parameterising-our-unit-tests
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-1
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-2
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-3
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-4
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-5
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-6
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-7
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-8
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-9
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-10
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-11
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-12
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-13
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-14
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-15
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-16
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-17
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-18
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-19
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-20
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-21
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-22
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-23
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-24
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-25
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-26
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb40-27
time.process_time_ns()	https://docs.python.org/3/library/time.html#time.process_time_ns
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-1
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-2
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-3
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-4
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-5
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb42-6
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-1
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-2
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-3
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-4
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-5
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-6
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-7
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-8
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-9
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-10
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-11
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-12
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-13
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-14
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-15
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-16
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-17
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-18
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-19
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-20
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-21
	https://carpentries-incubator.github.io/python-intermediate-development/functional-programming.html#cb43-22
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