This document provides an overview of the Scala programming language. It discusses how Scala supports both object-oriented and functional programming styles. Scala allows for easy parallelism using its collection libraries and built-in support for concurrency with the Akka framework and actors. The document also outlines how to set up the Scala development environment and provides examples of key Scala concepts like functions, classes, and control structures.
This was a short introduction to Scala programming language.
me and my colleague lectured these slides in Programming Language Design and Implementation course in K.N. Toosi University of Technology.
There are many programming languages that can be used on the JVM (Java, Scala, Groovy, Kotlin, ...). In this session, we'll outline the main differences between them and discuss advantages and disadvantages for each.
This was a short introduction to Scala programming language.
me and my colleague lectured these slides in Programming Language Design and Implementation course in K.N. Toosi University of Technology.
There are many programming languages that can be used on the JVM (Java, Scala, Groovy, Kotlin, ...). In this session, we'll outline the main differences between them and discuss advantages and disadvantages for each.
Refactoring to Scala DSLs and LiftOff 2009 RecapDave Orme
An introductory presentation given to the Chicago Area Scala Enthusiasts (a) beginning with a recap of the Scala LiftOff unconference in Reston, VA, 2009, and (b) describing how to gradually migrate Scala code translated directly from Java into a DSL that facilitates readability and maintainability of client code. We then observe that this technique makes it possible to use Scala DSLs as a way to introduce Scala in a Java shop.
Introduction to Scala | Big Data Hadoop Spark Tutorial | CloudxLabCloudxLab
Big Data with Hadoop & Spark Training: http://bit.ly/2IXKBvs
This CloudxLab Introduction to Scala tutorial helps you to understand Scala in detail. Below are the topics covered in this tutorial:
1) Scala - Scalable Language
2) Why Scala?
3) Scala - History
4) Scala - Hello World - Example
5) Scala - Hello World - Compiling and Running
6) Variables in Scala
7) Immutable variables
8) Type inference in Scala
9) Classes in Scala
10) Singleton Objects in Scala
11) Scala - If - else
12) Loops in Scala - while, do - while and for loops
13) Different ways of representing functions in Scala
14) Scala Collections
15) Sequences - Array & List
16) Scala Collections - Sets, Tuples and Maps
17) Higher Order Functions in Scala - map, flatMap, filter, foreach and reduce
18) Interaction with Java
19) SBT - Build Tool in Scala
20) SBT Demo
21) Case Classes in Scala
The talk covers foundations and applications of implicit function types. It is an updated and more condensed version of the "What to Leave Implicit Talk" given at CurryOn/PLDI 2017.
Scalaz is a Scala library for functional programming.
It provides purely functional data structures to complement those from the Scala standard library. It defines a set of foundational type classes (e.g. Functor, Monad) and corresponding instances for a large number of data structures.
Machine learning with Apache Spark MLlib | Big Data Hadoop Spark Tutorial | C...CloudxLab
Big Data with Hadoop & Spark Training: http://bit.ly/2L227PI
This CloudxLab Spark MLlib tutorial helps you to understand Spark MLlib in detail. Below are the topics covered in this tutorial:
1) Introduction to Machine Learning
2) Applications of Machine Learning
3) Machine Learning - Types & Tools
4) Introduction to Spark MLlib
5) Movie Lens Recommendation - Collaborative Filtering in Spark MLlib
Weaving Dataflows with Silk - ScalaMatsuri 2014, TokyoTaro L. Saito
Silk is a framework for building dataflows in Scala. In Silk users write data processing code with collection operators (e.g., map, filter, reduce, join, etc.). Silk uses Scala Macros to construct a DAG of dataflows, nodes of which are annotated with variable names in the program. By using these variable names as markers in the DAG, Silk can support interruption and resume of dataflows and querying the intermediate data. By separating dataflow descriptions from its computation, Silk enables us to switch executors, called weavers, for in-memory or cluster computing without modifying the code. In this talk, we will show how Silk helps you run data-processing pipelines as you write the code.
Refactoring to Scala DSLs and LiftOff 2009 RecapDave Orme
An introductory presentation given to the Chicago Area Scala Enthusiasts (a) beginning with a recap of the Scala LiftOff unconference in Reston, VA, 2009, and (b) describing how to gradually migrate Scala code translated directly from Java into a DSL that facilitates readability and maintainability of client code. We then observe that this technique makes it possible to use Scala DSLs as a way to introduce Scala in a Java shop.
Introduction to Scala | Big Data Hadoop Spark Tutorial | CloudxLabCloudxLab
Big Data with Hadoop & Spark Training: http://bit.ly/2IXKBvs
This CloudxLab Introduction to Scala tutorial helps you to understand Scala in detail. Below are the topics covered in this tutorial:
1) Scala - Scalable Language
2) Why Scala?
3) Scala - History
4) Scala - Hello World - Example
5) Scala - Hello World - Compiling and Running
6) Variables in Scala
7) Immutable variables
8) Type inference in Scala
9) Classes in Scala
10) Singleton Objects in Scala
11) Scala - If - else
12) Loops in Scala - while, do - while and for loops
13) Different ways of representing functions in Scala
14) Scala Collections
15) Sequences - Array & List
16) Scala Collections - Sets, Tuples and Maps
17) Higher Order Functions in Scala - map, flatMap, filter, foreach and reduce
18) Interaction with Java
19) SBT - Build Tool in Scala
20) SBT Demo
21) Case Classes in Scala
The talk covers foundations and applications of implicit function types. It is an updated and more condensed version of the "What to Leave Implicit Talk" given at CurryOn/PLDI 2017.
Scalaz is a Scala library for functional programming.
It provides purely functional data structures to complement those from the Scala standard library. It defines a set of foundational type classes (e.g. Functor, Monad) and corresponding instances for a large number of data structures.
Machine learning with Apache Spark MLlib | Big Data Hadoop Spark Tutorial | C...CloudxLab
Big Data with Hadoop & Spark Training: http://bit.ly/2L227PI
This CloudxLab Spark MLlib tutorial helps you to understand Spark MLlib in detail. Below are the topics covered in this tutorial:
1) Introduction to Machine Learning
2) Applications of Machine Learning
3) Machine Learning - Types & Tools
4) Introduction to Spark MLlib
5) Movie Lens Recommendation - Collaborative Filtering in Spark MLlib
Weaving Dataflows with Silk - ScalaMatsuri 2014, TokyoTaro L. Saito
Silk is a framework for building dataflows in Scala. In Silk users write data processing code with collection operators (e.g., map, filter, reduce, join, etc.). Silk uses Scala Macros to construct a DAG of dataflows, nodes of which are annotated with variable names in the program. By using these variable names as markers in the DAG, Silk can support interruption and resume of dataflows and querying the intermediate data. By separating dataflow descriptions from its computation, Silk enables us to switch executors, called weavers, for in-memory or cluster computing without modifying the code. In this talk, we will show how Silk helps you run data-processing pipelines as you write the code.
Async library is an asynchronous programming facility for Scala that offers a direct API for working with Futures.
It was added in Scala version 2.10 and is implemented using macros. Its main constructs, async and await, are inspired by similar constructs introduced in C# 5.0.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
Designing for Privacy in Amazon Web ServicesKrzysztofKkol1
Data privacy is one of the most critical issues that businesses face. This presentation shares insights on the principles and best practices for ensuring the resilience and security of your workload.
Drawing on a real-life project from the HR industry, the various challenges will be demonstrated: data protection, self-healing, business continuity, security, and transparency of data processing. This systematized approach allowed to create a secure AWS cloud infrastructure that not only met strict compliance rules but also exceeded the client's expectations.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Your Digital Assistant.
Making complex approach simple. Straightforward process saves time. No more waiting to connect with people that matter to you. Safety first is not a cliché - Securely protect information in cloud storage to prevent any third party from accessing data.
Would you rather make your visitors feel burdened by making them wait? Or choose VizMan for a stress-free experience? VizMan is an automated visitor management system that works for any industries not limited to factories, societies, government institutes, and warehouses. A new age contactless way of logging information of visitors, employees, packages, and vehicles. VizMan is a digital logbook so it deters unnecessary use of paper or space since there is no requirement of bundles of registers that is left to collect dust in a corner of a room. Visitor’s essential details, helps in scheduling meetings for visitors and employees, and assists in supervising the attendance of the employees. With VizMan, visitors don’t need to wait for hours in long queues. VizMan handles visitors with the value they deserve because we know time is important to you.
Feasible Features
One Subscription, Four Modules – Admin, Employee, Receptionist, and Gatekeeper ensures confidentiality and prevents data from being manipulated
User Friendly – can be easily used on Android, iOS, and Web Interface
Multiple Accessibility – Log in through any device from any place at any time
One app for all industries – a Visitor Management System that works for any organisation.
Stress-free Sign-up
Visitor is registered and checked-in by the Receptionist
Host gets a notification, where they opt to Approve the meeting
Host notifies the Receptionist of the end of the meeting
Visitor is checked-out by the Receptionist
Host enters notes and remarks of the meeting
Customizable Components
Scheduling Meetings – Host can invite visitors for meetings and also approve, reject and reschedule meetings
Single/Bulk invites – Invitations can be sent individually to a visitor or collectively to many visitors
VIP Visitors – Additional security of data for VIP visitors to avoid misuse of information
Courier Management – Keeps a check on deliveries like commodities being delivered in and out of establishments
Alerts & Notifications – Get notified on SMS, email, and application
Parking Management – Manage availability of parking space
Individual log-in – Every user has their own log-in id
Visitor/Meeting Analytics – Evaluate notes and remarks of the meeting stored in the system
Visitor Management System is a secure and user friendly database manager that records, filters, tracks the visitors to your organization.
"Secure Your Premises with VizMan (VMS) – Get It Now"
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
SOCRadar Research Team: Latest Activities of IntelBrokerSOCRadar
The European Union Agency for Law Enforcement Cooperation (Europol) has suffered an alleged data breach after a notorious threat actor claimed to have exfiltrated data from its systems. Infamous data leaker IntelBroker posted on the even more infamous BreachForums hacking forum, saying that Europol suffered a data breach this month.
The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
2. Moore’s Law (Scalability)
- Moore’s law
now achieved
by increasing #
of cores, not
clock cycles
- We need
Concurrency
and Parallelism
Data from Kunle Olukoten
3. Concurrency and Parallelism
- Parallel Programming
- Execute programs faster on parallel hardware
- Concurrent Programming
- Manage concurrent execution threads explicitly.
- Both are too Hard
- The speedup of a program using multiple processors in
parallel computing is limited by the time needed for the
sequential fraction of the program. [Amdahl’s Law]
4. The Root of The Problem
- Non-determinism caused by
concurrent threads accessing
shared mutable state.
non-determinism = parallel processing + mutable state
- heisenberg problem (bug goes away when we
introduce instrumentation)
var x = 0
async { x = x + 1 }
async { x = x * 2 }
print(x)
// can give 0, 1, 2
5. The Root of The Problem
- Non-determinism caused by
concurrent threads accessing
shared mutable state.
non-determinism = parallel processing + mutable state
- heisenberg problem (bug goes away when we
introduce instrumentation)
- To get deterministic processing, avoid the mutable
state.
- Avoid mutable state means program functionally.
var x = 0
async { x = x + 1 }
async { x = x * 2 }
print(x)
// can give 0, 1, 2
6. Why Scala
- Scala is by far the only prominent strongly
typed language that provide functional style
and great concurrency support. [Akka
Essentials: Munish K, Gupta]
7. How to deal with it in Scala?
Scala FunctionalObject Oriented
Agile with LightWeight Syntax
Safe and Performant with Strong Static Typing
8. How to deal with it in Scala?
Scala FunctionalObject Oriented
Agile with LightWeight Syntax
Safe and Performant with Strong Static Typing
Parallel
Sequential
11. What’s Scala
- Pure Object Oriented Language
- Supports both Imperative and functional style.
- Provides Parallelism using collections
- Provides Concurrency using actors
- Statically Typed Language With Type Inference
- Runs on JVM. Intermixes well with Java
- Scala Web Frameworks
- Play
- Spray
- Highly scalable i.e. takes less code to create high
performing applications
12. Course Contents
1. The Basics (A1)
2. Control Structures and Functions (A1)
3. Arrays (A1)
4. Maps and Tuples (A1)
5. Classes (A1)
6. Objects (A1)
7. Packages and Imports (A1)
8. Inheritance (A1)
9. Files and Regular Expressions (A1)
13. The Basics
- The Scala Interpreter
- Declaring Values and Variables
- Commonly Used Types
- Arithmetic and Operator overloading
- Calling Functions and Methods
- The apply Method
- Scaladoc
14. Scala Environment Setup
- Java Setup (JDK)
- sbt Setup (An open source build tool for Scala and Java. Just like
Maven and Ant)
- Intellij (Can also use Eclipse)
- (https://class.coursera.org/progfun-003/wiki/ToolsSetup)
16. Declaring Values and Variables
● val vs var
● Type Inference
● Multiple values declaration
17. Commonly Used Types
- Byte, Char, Short, Int, Long, Float, Double,
Boolean
- All types are classes
- No distinction between primitive types and
class types.
- 1.toString()
- 1.to(10)
18. Arithmetic and Operator Overloading
- Arithmetic operators in Scala work just as in
Java or C++
- However, these operators are actually
methods.
- a + b is a shorthand for a.+(b)
19. Calling Functions and Methods
- Scala provides functions in addition to
methods
- scala.math library
- sqrt(2)
- pow(2, 4)
- min(2, Pi)
20. The apply Method
- In Scala, it is common to use a syntax that
looks like a function call.
- s(i) where s is a string. It will return ith character of
string. In C++, it is s[i]. in java it is s.charAt(i)
- s(i) is a shorthand for s.apply(i)
21. Testing in Scala
- Testing Frameworks
- ScalaTest
- Specs2
- Browser-UI test support
- ScalaTest includes a DSL for writing browser-based
tests using Selenium.
23. Scala is scalable
- What does it mean?
- It means, scala is great for
- scripting stuff
- writing applications
- writing monster "enterprise" (for the want of a
word) applications
- Lets see the code in action