Using GitHub Actions to Deploy your Workloads to AzureKasun Kodagoda
This presentation provides an introduction to GitHub Actions and the core concepts of GitHub Actions. Then dives into details about how you can use GitHub Actions for Azure to deploy your workloads to Azure Cloud Platform.
Github is a continuous Integration and Continous delivery platform that provides an excellent option for automating workflows to run specific tasks when some event like code push or a release is triggered on the repository. In this Session we will be exploring Github Actions and learning how to use them in our projects.
Today’s cutting edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share best practices (including ones followed internally at Amazon) and how you can bring them to your company by using open source and AWS services.
Speaker: Raghuraman Balachandran, Solutions Architect, Amazon India
Using GitHub Actions to Deploy your Workloads to AzureKasun Kodagoda
This presentation provides an introduction to GitHub Actions and the core concepts of GitHub Actions. Then dives into details about how you can use GitHub Actions for Azure to deploy your workloads to Azure Cloud Platform.
Github is a continuous Integration and Continous delivery platform that provides an excellent option for automating workflows to run specific tasks when some event like code push or a release is triggered on the repository. In this Session we will be exploring Github Actions and learning how to use them in our projects.
Today’s cutting edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share best practices (including ones followed internally at Amazon) and how you can bring them to your company by using open source and AWS services.
Speaker: Raghuraman Balachandran, Solutions Architect, Amazon India
Focus on what matters: code
How to use and develop a GitHub Actions workflow using Node.js
With GitHub Actions (https://github.com/features/actions) you can automate your workflow from idea to production.
Actions can be written in any language, but we will take a closer look in how to write our workflow using Node.js and interact with the full GitHub API.
* What is different GitHub Flow and Git Flow?
* What is GitHub Actions?
* How to write the simple workflow?
* What's problem in GitHub Actions UI?
* What's problem with Secrets in GitHub Actions?
* How to write your first GitHub Actions and upload to the marketplace?
* What's a problem with environment variables in GitHub Actions?
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 :)
Source : http://www.opennaru.com/cloud/devops/
DevOps는 “비즈니스 가치를 높이는 것을 목적으로 제품 및 서비스를 신속하고 지속적으로 사용자로 전달하기 위해 IT 시스템의 개발 팀 (Dev)과 운영팀 (Ops)가 협력하는 것”을 뜻하는 말입니다.
Jenkins is an open source automation server written in Java. Jenkins helps to automate the non-human part of software development process, with continuous integration and facilitating technical aspects of continuous delivery. It is a server-based system that runs in servlet containers such as Apache Tomcat.
Github Action is the CI/CD tool made by Github. Deeply integrated with Github features, it can not only automate deployments, but also Githu.b repository management. In this sharing I will talk about how we use Github action in LikeCoin and some issues we encountered.
Why you should switch to Cypress for modern web testing?Shivam Bharadwaj
Cypress is a modern web testing framework built on top of mocha and uses chai as an assertion library. The E2E tests are written entirely in javascript. These slides will give you a kick ass on getting started with Cypress.
Do read my blog @ - https://dzone.com/articles/why-should-you-switch-to-cypress-for-modern-web-te
Slide deck of the presentation done at the Hactoberfest 2020 Singapore event. The talk and demo showed GitHub Actions in practice with examples of Github Superlinter, SonarCloud integration and CI CD to Azure Kubernetes service.
The recording of the session is available on YouTube
https://youtu.be/sFvCj62wmWU?t=6732&WT.mc_id=AZ-MVP-5003170
GitHub is a Web-based Git repository hosting service. It offers all of the distributed revision control and source code management (SCM) functionality of Git as well as adding its own features. Unlike Git, which is strictly a command-line tool, GitHub provides a Web-based graphical interface and desktop as well as mobile integration. It also provides access control and several collaboration features such as bug tracking, feature requests, task management, and wikis for every project.
DevOps on AWS: Accelerating Software Delivery with the AWS Developer ToolsAmazon Web Services
Learn more about the processes followed by Amazon engineers and discuss how you can bring them to your company by using AWS CodePipeline and AWS CodeDeploy, services inspired by Amazon's internal developer tools and DevOps culture.
Explore seamless development with Continuous Integration using Jenkins and Python. Learn the essentials of integrating Jenkins with Python for efficient software deployment and management.
Focus on what matters: code
How to use and develop a GitHub Actions workflow using Node.js
With GitHub Actions (https://github.com/features/actions) you can automate your workflow from idea to production.
Actions can be written in any language, but we will take a closer look in how to write our workflow using Node.js and interact with the full GitHub API.
* What is different GitHub Flow and Git Flow?
* What is GitHub Actions?
* How to write the simple workflow?
* What's problem in GitHub Actions UI?
* What's problem with Secrets in GitHub Actions?
* How to write your first GitHub Actions and upload to the marketplace?
* What's a problem with environment variables in GitHub Actions?
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 :)
Source : http://www.opennaru.com/cloud/devops/
DevOps는 “비즈니스 가치를 높이는 것을 목적으로 제품 및 서비스를 신속하고 지속적으로 사용자로 전달하기 위해 IT 시스템의 개발 팀 (Dev)과 운영팀 (Ops)가 협력하는 것”을 뜻하는 말입니다.
Jenkins is an open source automation server written in Java. Jenkins helps to automate the non-human part of software development process, with continuous integration and facilitating technical aspects of continuous delivery. It is a server-based system that runs in servlet containers such as Apache Tomcat.
Github Action is the CI/CD tool made by Github. Deeply integrated with Github features, it can not only automate deployments, but also Githu.b repository management. In this sharing I will talk about how we use Github action in LikeCoin and some issues we encountered.
Why you should switch to Cypress for modern web testing?Shivam Bharadwaj
Cypress is a modern web testing framework built on top of mocha and uses chai as an assertion library. The E2E tests are written entirely in javascript. These slides will give you a kick ass on getting started with Cypress.
Do read my blog @ - https://dzone.com/articles/why-should-you-switch-to-cypress-for-modern-web-te
Slide deck of the presentation done at the Hactoberfest 2020 Singapore event. The talk and demo showed GitHub Actions in practice with examples of Github Superlinter, SonarCloud integration and CI CD to Azure Kubernetes service.
The recording of the session is available on YouTube
https://youtu.be/sFvCj62wmWU?t=6732&WT.mc_id=AZ-MVP-5003170
GitHub is a Web-based Git repository hosting service. It offers all of the distributed revision control and source code management (SCM) functionality of Git as well as adding its own features. Unlike Git, which is strictly a command-line tool, GitHub provides a Web-based graphical interface and desktop as well as mobile integration. It also provides access control and several collaboration features such as bug tracking, feature requests, task management, and wikis for every project.
DevOps on AWS: Accelerating Software Delivery with the AWS Developer ToolsAmazon Web Services
Learn more about the processes followed by Amazon engineers and discuss how you can bring them to your company by using AWS CodePipeline and AWS CodeDeploy, services inspired by Amazon's internal developer tools and DevOps culture.
Explore seamless development with Continuous Integration using Jenkins and Python. Learn the essentials of integrating Jenkins with Python for efficient software deployment and management.
DevOps of Python applications using OpenShift (Italian version)Francesco Fiore
OpenShift Origin è la Platform-as-a-Service opensource di riferimento. Basata su Kubernetes e Docker, contiene features aggiuntive e integrazioni con altri componenti che semplificano le pratiche di DevOps.
Dopo una breve introduzione ad Openshift ed alla sua architettura, questa presentazione mostra come:
* fare il setup di applicazioni su OpenShift
* utilizzare OpenShift come tool di DevOps
* implementare application promotion e strategie di deployment avanzate utilizzando l'integrazione con Git e Jenkins
============
English version
============
OpenShift Origin is the most important opensource Platform-as-a-Service. Based on Kubernetes and Docker, it contains a lot of add-ons and integrations with other software components that simplify the DevOps practices.
After an introduction on OpenShift and its architecture, this presentation describes:
* how to setup an application on OpenShift
* how to use OpenShift as a DevOps tool
* how to implement application promotion and advanced deployment strategies using the native integration with Git and Jenkins
Presentation language: Italian
AWS re:Invent 2016: DevOps on AWS: Accelerating Software Delivery with the AW...Amazon Web Services
Today’s cutting edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share the processes followed by Amazon engineers and discuss how you can bring them to your company by using AWS CodePipeline and AWS CodeDeploy, services inspired by Amazon's internal developer tools and DevOps culture.
Jump into Squeak - Integrate Squeak projects with Docker & Githubhubx
Squeak projects are hard to explore for new Smalltalk programmers. We propose a system that lowers entry barriers and provides
an experience comparable to the of web demos. Our system integrates
into Github and provides Git support for Squeak
WordPress Development with VVV, VV, and VagrantMitch Canter
The day I discovered Vagrant was the day that I changed the way I worked. I went from fighting with server setups and local development boxes to seamlessly creating sites that fit in with my own workflow. But Vagrant by itself, while good, won’t get you there alone.
That’s where VVV – a WordPress development environment – comes in. VVV comes pre-equipped with all of the tools, bells, and whistles needed to streamline your development environment.
At the moment, cloud CI systems are a highly-demanded service. In this article, we'll tell you how to integrate analysis of source code into a CI cloud platform with the tools that are already available in PVS-Studio. As an example we'll use the Travis CI service.
Campus Party Brasil 2014, FI-WARE Cloud presentation where you can find how to deploy servers and blueprint in the FI-Lab Cloud. Besides, the upload of contents into the Object Storage service.
Python/Flask is one of the most popular choices for Developers when it comes to creating a Web Application. Learn how you can get started with making your Web Application using Python and Flask in this presentation.
Here are Github links for Sample Application that we Demonstrated -
https://github.com/mohanrohit/reading-list-api
https://github.com/mohanrohit/reading-list-web
(Powered by www.DeepDiveEducation.com)
Serverless applications in Python sounds, strange isn’t? In this talk I’ll explain how to build not only crop images or select data from DynamoDB, but build real application, what kind of troubles are we should expect, how to make decision is your task fit into serverless architecture in Python or may be you should use, general approach. How fast serverless applications written in Python, and more important how to scale it.
How do you automate the non-existing deployment routines of an organization with over 100 different customers, each having their own environments? How do you convince the leaders, developers and customers to give you the resources needed in order to automate everything? Is it really possible to introduce a deployment routine that works for everyone?
In less than six months, Karoline transformed the deployment routines at Epinova by introducing Octopus Deploy to the organization. She will take you through the steps needed to get started, the pitfalls along the way, and success that Octopus Deploy has become.
In this workshop we will start out by installing an Octopus Deploy server and tentacle on your laptop, before looking at the basic concepts of Environments, Machines, Roles and Projects. You will create a project of your own and deploy this using Octopus Deploy before we round off by looking at the advanced topics of Script modules, Step templates, Variable sets and Retention Policies.
At the end of this workshop, you'll have all the knowledge you need in order to create a more efficient and failproof deployment process for your project. Keep calm and deploy to production!
Similar to Launching Python Cloud Services for AI/IoT Projects (20)
Step by Step tutorial on the implementation of FreeRTOS on AVNET MiniZED Board. This board is powered by a Xilinx Zynq FPGA (7007S).
This manual uses Xilinx Vitis Environment.
Implementing an interface in r to communicate with programmable fabric in a x...Vincent Claes
This paper shows the details for implementing an interface between the programming language R and programmable fabric of a Xilinx Zynq FPGA on a zedboard.
Debugging IoT Sensor Interfaces (SPI) with Digilent Analog Discovery 2Vincent Claes
Tutorial on how to debug a SPI Peripheral with the Digilent Analog Discovery 2.
We create a SPI Master with the Discovery and use an Olimex MOD-LED8x8RGB Matrix as device under test.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
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Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
2. Get started
• We will use Python and Flask for our Cloud service
• Part 1: Heroku
• https://www.heroku.com
• Install heroku cli tools
• https://devcenter.heroku.com/articles/heroku-cli
• Part 2: Pythonanywhere
• https://www.pythonanywhere.com
• Read about git
• https://git-scm.com/book/en/v2/Getting-Started-Git-Basics
• Be sure to have git installed on your system
• https://git-scm.com/download/win
Vincent Claes
3. Sign up or Log in @ www.heroku.com
Vincent Claes
4. Our Application
Vincent Claes
• Python Application
• https://www.python.org/
• Flask Python Library
• http://flask.pocoo.org/
• Code is on our local machine and not on www.github.com
5. Create a new pipeline
Vincent Claes
A pipeline is a dyno (aka
cloud worker - vm) that will
run your app
8. Add App
Vincent Claes
The App is the actual Python Application, on Heroku you can host
applications from different programming languages (Python, R, PHP,…)
We will build our application in a way that Heroku recognizes that we
used Python to program it.
15. Open CMD
• Open a commandprompt (cmd) and open (or create) a directory with
the following files:
• requirements.txt
• Procfile
• PXLApp.py
Vincent Claes
42. CURL REFERENCE
option purpose
-X specify HTTP request method e.g. POST
curl -X GET http://cteq.pythonanywhere.com
-H specify request headers e.g. "Content-type: application/json“
curl -H "Content-type: application/json" -X POST http://cteq.pythonanywhere.com -d '{"message: "Hi Python World!!!"}'
-d specify request data e.g. '{"message":“Hi Python World!!!"}’
curl -H "Content-type: application/json" -X POST http://cteq.pythonanywhere.com -d '{"message: "Hi Python World!!!"}'
--data-binary specify binary request data e.g. @file.bin
curl -H "Content-type: application/octet-stream" -X POST http://cteq.pythonanywhere.com -data-binary @file.bin
-i shows the response headers
curl -i http://cteq.pythonanywhere.com/hi
-u specify username and password e.g. "admin:secret“
curl -v -u "admin:pass" http://cteq.pythonanywhere.com/passneededcontents
-v enables verbose mode which outputs info such as request and response headers and errors
curl -v -u "admin:pass" http://cteq.pythonanywhere.com/passneededcontents
Vincent Claes
43. • More info: vincent[at]cteq.eu
• https://www.linkedin.com/in/vincentclaes/
• You can contact me for IoT, Embedded Systems (HW, SW, FPGA,
ARM,…) and ML/AI projects (R and Python).
Vincent Claes