This document summarizes an experience report on exploring GitHub Actions through EGAD, a tool for GitHub Action analysis. It discusses three key lessons learned: 1) Composing a story by documenting tasks and linking documentation to code, 2) Navigating custom views to conduct research, and 3) Supporting onboarding of researchers by assigning mentors, scheduling meetings, and encouraging use of resources. EGAD takes workflow YAML files, wraps them in a domain model to provide context, and allows inspecting examples to fully explore the GitHub Actions domain model.
GitHub investierte sehr stark im Bereich Security und hat als weltweit grösste Open-Source-Plattform auch die ideale Basis, um Abhängigkeiten und Schwachstellen viel genutzter Bibliotheken zu analysieren und zu notifizieren. In öffentlichen wie auch in privaten Repositories in GitHub Enterprise Cloud und GitHub Enterprise Server stehen einem unter dem Betriff "GitHub Advanced Security" eine Vielzahl von Sicherheitsfunktionen zur Verfügung.
Dieser Vortrag zeigt die Funktionsweise der Features Code Scanning, Secret Scanning und Dependency Review auf. GitHub Actions und Pull Requests runden die Werkzeugkiste für einen erfolgreichen DevSecOps-Prozess ab.
Introduction to Github action PresentationKnoldus Inc.
Automate, customize, and execute your software development workflows right in your repository with GitHub Actions. We can discover, create, and share actions to perform any job you'd like, including CI/CD, and combine actions in a completely customized workflow.
Presentation from the 4th Athens Gophers Meetup.
At a glance we present:
- why we introduced a new language in the organization and why that
was Go
- how we approached the transition
- some of the projects we built in Go
- the challenges we faced and the lessons we learned in the process
GitHub investierte sehr stark im Bereich Security und hat als weltweit grösste Open-Source-Plattform auch die ideale Basis, um Abhängigkeiten und Schwachstellen viel genutzter Bibliotheken zu analysieren und zu notifizieren. In öffentlichen wie auch in privaten Repositories in GitHub Enterprise Cloud und GitHub Enterprise Server stehen einem unter dem Betriff "GitHub Advanced Security" eine Vielzahl von Sicherheitsfunktionen zur Verfügung.
Dieser Vortrag zeigt die Funktionsweise der Features Code Scanning, Secret Scanning und Dependency Review auf. GitHub Actions und Pull Requests runden die Werkzeugkiste für einen erfolgreichen DevSecOps-Prozess ab.
Introduction to Github action PresentationKnoldus Inc.
Automate, customize, and execute your software development workflows right in your repository with GitHub Actions. We can discover, create, and share actions to perform any job you'd like, including CI/CD, and combine actions in a completely customized workflow.
Presentation from the 4th Athens Gophers Meetup.
At a glance we present:
- why we introduced a new language in the organization and why that
was Go
- how we approached the transition
- some of the projects we built in Go
- the challenges we faced and the lessons we learned in the process
GitHub Actions is a great addition to the GitHub toolchain, but what can you use them for beyond building the code in your GitHub repository?
In this session Morten Christensen (https://twitter.com/sitereactor), dive into what a GitHub Action actually is and how it can be used through examples and demos.
We will have a look at workflows related to Continuous Integration / Continuous Deployment and open source projects - and finally we will look at how you can extend your workflows with your own Actions.
By the end of this session you should have a good idea of how you can utilize GitHub Actions and Workflows to automate anything and everything related to your GitHub repository. So expect to see a lot of YAML :)
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This presentation is about a lecture I gave within the "Software systems and services" immigration course at the Gran Sasso Science Institute, L'Aquila (Italy): http://cs.gssi.infn.it/.
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Github Actions enables you to create custom software development lifecycle workflows directly in your Github repository. These workflows are made out of different tasks so-called actions that can be run automatically on certain events.
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Both services are the machine learning-powered services that help improve developer productivity by generating code recommendations based on developers’ comments in natural language and their code. Based on natural language comments, these services also automatically recommend unit test code that matches your implementation code.
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Introduction to GitHub Actions - How to easily automate and integrate with Gi...All Things Open
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Abstract: In this talk, open-source author, trainer and DevOps director Brent Laster will provide a solid introduction to GitHub Actions. You’ll learn about the core parts and pieces that make up an action, as well as the types of functionality and features they provide. You’ll also see how to combine them in simple workflows to accomplish basic tasks as well as how they can fit into a CI/CD environment.
GitHub Actions is a great addition to the GitHub toolchain, but what can you use them for beyond building the code in your GitHub repository?
In this session Morten Christensen (https://twitter.com/sitereactor), dive into what a GitHub Action actually is and how it can be used through examples and demos.
We will have a look at workflows related to Continuous Integration / Continuous Deployment and open source projects - and finally we will look at how you can extend your workflows with your own Actions.
By the end of this session you should have a good idea of how you can utilize GitHub Actions and Workflows to automate anything and everything related to your GitHub repository. So expect to see a lot of YAML :)
[2015/2016] Collaborative software development with GitIvano Malavolta
This presentation is about a lecture I gave within the "Software systems and services" immigration course at the Gran Sasso Science Institute, L'Aquila (Italy): http://cs.gssi.infn.it/.
http://www.ivanomalavolta.com
Presented at Rails Rookies Bootcamp, East Tennessee State University in association with the ETSU chapter of the Association of Computing Machinery (ACM), April 13, 2013
PyCon AU 2012 - Debugging Live Python Web ApplicationsGraham Dumpleton
Monitoring tools record the result of what happened to your web application when a problem arises, but for some classes of problems, monitoring systems are only a starting point. Sometimes it is necessary to take more intrusive steps to plan for the unexpected by embedding mechanisms that will allow you to interact with a live deployed web application and extract even more detailed information.
Github Actions enables you to create custom software development lifecycle workflows directly in your Github repository. These workflows are made out of different tasks so-called actions that can be run automatically on certain events.
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In this talk I will compare 2 services Github Copilot (including Copilot X) and Amazon CodeWhisperer from the perspective of the Java developers in terms of the quality of the given recommendations for simple tasks, complex algorithms, Spring Boot and AWS development, IDE integration and pricing.
Both services are the machine learning-powered services that help improve developer productivity by generating code recommendations based on developers’ comments in natural language and their code. Based on natural language comments, these services also automatically recommend unit test code that matches your implementation code.
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Introduction to GitHub Actions - How to easily automate and integrate with Gi...All Things Open
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Presented at the All Things Open 2021
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Abstract: In this talk, open-source author, trainer and DevOps director Brent Laster will provide a solid introduction to GitHub Actions. You’ll learn about the core parts and pieces that make up an action, as well as the types of functionality and features they provide. You’ll also see how to combine them in simple workflows to accomplish basic tasks as well as how they can fit into a CI/CD environment.
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Exploring GitHub Actions through EGAD: An Experience Report
1. Exploring GitHub Actions through
EGAD: An Experience Report
Pablo Valenzuela, Alexandre Bergel, Timo Kehrer, Oscar Nierstrasz
IWST 2023 - International Workshop on Smalltalk Technologies, August 29-31, 2023, Lyon, France
SEG @ University of Bern
2. GitHub Actions
2
• Support the automation of Software Engineering tasks
• Increasingly adopted in software repositories
• For example: Notifications, Pull request/Issue messages, Continuous Integration
• The most widely used tool for Continuous Integration
3. How GitHub Actions automate
software engineering tasks?
3
Workflow YAML file:
• Components
• Execution
• Specification process
Workflow
5. The workflow YAML file
Execution trigger
All the jobs in the workflow
Steps
6. The workflow YAML file
Workflow Name
Execution trigger
All the jobs in the workflow
Job (Name: print-message)
Job’s machine configuration
Steps
Third-party action
12. commit 1
commit 2
commit n
Correct workflow
specification
Consequences:
1. Pushing multiple commits contaminate the repository's history
2. Slow feedback loop
...
Workflow specification process
13. Exploring GitHub Actions
through EGAD
13
• EGAD: A Moldable tool for GitHub Action Analysis
• Learned lessons:
1. Compose a story,
2. Navigating custom views,
3. Supporting the onboarding of researchers on Glamorous Toolkit.
14. The need for a GitHub Action
domain model
14
• Workflows files à Valuable Information
• Batch tools for GA research
1. Ignore the context
2. No domain model
https://github.com/gammapy/gammapy/blob/main/.github/workflows/greetings.yml
15. 15
Problem of this approach
1. No context
2. No domain model
We cannot fully explore the Domain!
20. 20
Inspect the “rich” repository
Identify all the YAML files
Wrap the YML file using the domain model (pythonpackage.yml)
21. 21
Inspect the “rich” repository
Identify all the YAML files
Wrap the YML file using the domain model (pythonpackage.yml)
Turn the domain model into an inspectable Example
22. 22
Inspect the “rich” repository
Identify all the YAML files
Wrap the YML file using the domain model (pythonpackage.yml)
Turn the domain model into an inspectable Example
Include the result of the example inspection
29. 29
Onboarding of researchers on GT
• Assign an onboarding technical mentor
• Schedule regular 1:1 meetings
• Encourage using GT key resources like Lepiter notebooks, and
the explorable design
