Scala is a general purpose programming language that supports both object-oriented and functional programming. It was developed by Martin Odersky in 2001. Scala runs on the Java Virtual Machine and is fully interoperable with Java. Everything in Scala is an object, including functions, which are first-class citizens that can be passed as arguments to other functions. Scala uses the REPL (Read-Evaluate-Print-Loop) for interactive use and supports features like immutable collections, pattern matching, lazy evaluation, and traits similar to interfaces.
As the author of an open-source serialization library in Scala, I've undergone a lot of struggle to understand and harness the power of Scala's type system. My library was based on parsing pickled Scala signatures, which was a subterranean and sparely documented feature of Scala 2.8. I wanted to serialize and deserialize options, lists and maps, which required defeating type erasure when serializing while skating by on type erasure when deserializing. I struggled with multiple constructors, checking for annotation types, specialization, more. The new reflection libraries introduced in Scala 2.10 provided easier access to the same information I had been getting from the pickled signatures. This talk will address practical aspects of type mining, providing a library of hands-on examples using the Scala 2.10 reflection API.
As the author of an open-source serialization library in Scala, I've undergone a lot of struggle to understand and harness the power of Scala's type system. My library was based on parsing pickled Scala signatures, which was a subterranean and sparely documented feature of Scala 2.8. I wanted to serialize and deserialize options, lists and maps, which required defeating type erasure when serializing while skating by on type erasure when deserializing. I struggled with multiple constructors, checking for annotation types, specialization, more. The new reflection libraries introduced in Scala 2.10 provided easier access to the same information I had been getting from the pickled signatures. This talk will address practical aspects of type mining, providing a library of hands-on examples using the Scala 2.10 reflection API.
This ppt describes basics of scala upto collections covering both object oriented and functional programming concepts of the language.
References:Scala cookbook
Introduction To Vavr: A Functional Java LibraryKnoldus Inc.
Vavr is essentially a functional Java library which aims to extend the features of Java8 and helps to reduce the amount of code and increase code quality.
Effective Java - Chapter 3: Methods Common to All Objectsİbrahim Kürce
Although object is a concrete class, it is designed primarily for extension.
All of its nonfinal methods (equals, hashCode, toString, clone, and finalize) have explicit general contracts because they are designed to be overridden.
This chapter tells you when and how to override the nonfinal Object methods. The finalize method is omitted from this chapter because it was discussed in Item 7. While not an Object method, Comparable.compareTo is discussed in this chapter because it has a similar character.
OCP Java (OCPJP) 8 Exam Quick Reference CardHari kiran G
If you are preparing to appear for Oracle Certified Professional Java SE 8 Programmer (OCPJP 8) certification exam, this a reference card (sort of long cheat sheet) meant to help you. You may want to print this reference card for your easy and quick reference when you prepare for your exam.
Introduction to Java, its syntax and environment setup
The first tutorial is going to be an introduction to Java and its syntax. The tutorial starts with basic examples such as printing out a String and ends with some quiz questions for you to practice what you have learned. Also I provided the download links for the Integrated Development Environments for Java Programming. The rest of the tutorials will follow the same content-quiz pattern so get ready for some hands on experience!
Check out rest of the Tutorials: https://berksoysal.blogspot.com/2016/06/java-se-tutorials-basics-exercises.html
its an amazing slide for u.you become helpful to read this slide.its clear your basic about java.you can learn a lot to read this slide properly.its consist of comment,java documentation ,java doc tags,class ,static keyword,j option panes,How do you convert a String to an int data type in Java? etc
BCA, Department of Information Technology and Software Development teaches JAVA Language in the fourth semester. The curriculum of the BCA Course of JIMS is very well updated. In this PDF, the Constructor topic is explained. It is one of the very important Concepts and you need to understand it thoroughly.
its all about java variable.....you may also learn about various data type by this slide. freshers become helpful to read out this.this slides also may helpful in your varsity java course class .in this slide there is vast discussion about java variable
the program in the below link
https://drive.google.com/open?id=0B4tMuSViaMcVLUxqVV9HY3ZDZkU
the name of progam that use in the slide with a hint in the up-right of the slide
static keyword
oop
This ppt describes basics of scala upto collections covering both object oriented and functional programming concepts of the language.
References:Scala cookbook
Introduction To Vavr: A Functional Java LibraryKnoldus Inc.
Vavr is essentially a functional Java library which aims to extend the features of Java8 and helps to reduce the amount of code and increase code quality.
Effective Java - Chapter 3: Methods Common to All Objectsİbrahim Kürce
Although object is a concrete class, it is designed primarily for extension.
All of its nonfinal methods (equals, hashCode, toString, clone, and finalize) have explicit general contracts because they are designed to be overridden.
This chapter tells you when and how to override the nonfinal Object methods. The finalize method is omitted from this chapter because it was discussed in Item 7. While not an Object method, Comparable.compareTo is discussed in this chapter because it has a similar character.
OCP Java (OCPJP) 8 Exam Quick Reference CardHari kiran G
If you are preparing to appear for Oracle Certified Professional Java SE 8 Programmer (OCPJP 8) certification exam, this a reference card (sort of long cheat sheet) meant to help you. You may want to print this reference card for your easy and quick reference when you prepare for your exam.
Introduction to Java, its syntax and environment setup
The first tutorial is going to be an introduction to Java and its syntax. The tutorial starts with basic examples such as printing out a String and ends with some quiz questions for you to practice what you have learned. Also I provided the download links for the Integrated Development Environments for Java Programming. The rest of the tutorials will follow the same content-quiz pattern so get ready for some hands on experience!
Check out rest of the Tutorials: https://berksoysal.blogspot.com/2016/06/java-se-tutorials-basics-exercises.html
its an amazing slide for u.you become helpful to read this slide.its clear your basic about java.you can learn a lot to read this slide properly.its consist of comment,java documentation ,java doc tags,class ,static keyword,j option panes,How do you convert a String to an int data type in Java? etc
BCA, Department of Information Technology and Software Development teaches JAVA Language in the fourth semester. The curriculum of the BCA Course of JIMS is very well updated. In this PDF, the Constructor topic is explained. It is one of the very important Concepts and you need to understand it thoroughly.
its all about java variable.....you may also learn about various data type by this slide. freshers become helpful to read out this.this slides also may helpful in your varsity java course class .in this slide there is vast discussion about java variable
the program in the below link
https://drive.google.com/open?id=0B4tMuSViaMcVLUxqVV9HY3ZDZkU
the name of progam that use in the slide with a hint in the up-right of the slide
static keyword
oop
Introduction to OOPS : Problems in procedure oriented approach, Features of Object Oriented
Programming System, Object creation, Initializing the instance variable, Constructors.
Swift Tutorial Part 2. The complete guide for Swift programming languageHossam Ghareeb
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Inheritance
Computed Properties
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Lazy
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Type Casting
Any Vs AnyObject
Protocols
Delegation
Extensions
Generics
Operator Functions
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Say for example you want to allow only 60 calls to be made in a 1-minute window. To be able to do this, there are many algos, we will discuss each of those in depth.
Git is a version control system for tracking changes in computer files and coordinating work on those files among multiple people.
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Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
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Learn about:
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What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 3
Introduction to Scala
1.
2. What is Scala
• A General purpose programming language.
• Supports both object oriented and functional programming styles.
• Martin Odersky developed Scala in 2001.
3. What is Scala
• Fully supports OOPS
• Everything is an object in Scala.
• Unlike java Scala does not have primitives.
• Functions themselves are objects in Scala.
• Functions are first class citizens in FP. Means they can be assigned to variables, passed to other functions,
etc.. Just like other values.
• Scala is a statically typed.
• Supports static class members through singleton object concept.
• Improved support for OOP through Traits.
6. Scala REPL
• REPL – Read – Evaluate – Print – Loop
• Easiest way to get started with Scala. Act as an interactive shell interpreter.
• It converts all typed code to bytecode and executed.
• Invoked by typing Scala.
7. Variable Types
• In Scala you can decide if your variables are mutable or immutable.
• Val
• Similar to Java Final Variables.
• Once initialized Val’s cant be reassigned.
• By default it assigns to val.
• Var
• Similar to non final variable in java.
• Scala infers the type.
• val a : Int = 0 is equal to val a = 0
8. Automatically initialize it to session variable res4
Automatically assigned as Integer
res is default naming convention for Scala vals.
0/1/2 followed by res is auto increment numbering
Automatically assigned as String.
Even though we never declared variable type, scala inferred it.
If you assigned a variable as val. It’s a constant and you cannot re assign it.
9. This will work because we are redefining it.
Instead of Val (read only) we are using var to assign
a variable, and hence it allows us to re assign it to
any other value.
You cannot re assign a variable to value of other
data type.
Once a type is assigned to a variable, it remains
same for entire scope.
This will not work, since val is read only (Constant)
11. Lazy Values
• You can define a value as lazy in scala.
• Lazy value initialization is deferred till its accessed for first time.
If you want to read a file and if the file is not existing or present ,
you will get FileNotFoundException.
But if you initialize the value as lazy, you wont get this error,
because it will delay the initialization till it access the file.
mkString is similar to toString in java.
12. Control Structures in Scala
If Else Condition
If Else Condition where 2 different data types are returned in a
single if- else condition.
The return type will be Any class.
For each loops iterate without an iterator.
13. x.foreach is an implicit iteration where you don’t have to
create any iterator.
i <- 0 implies int i = 0
It sums every index.
14. Nested For Loop
Nested For Loop in Java
• for( int i = 0 ; i < 3; i++)
• for( int j =0 ; j<3 ; j++)
• println(i*j)
• Nested for loop in Scala
• for( i<- 1 to 3 ; j <- i to 3)
• Print(i*j)
18. Return type Double is optional. Because return type is
dynamically inferred.
If there is only one line in body, curly braces can be
removed.
Return type is mandatory if the function is a recursive
function.
20. Procedures
• Procedures don’t have any return type. Its similar to functions.
• If scala has a function without a preeding “=“ symbol then the return of the function is Unit.
• Procedures do not return any value in scala.
22. Declare an array
Fetch value based on index
Assign value on specific index
Iterate over an array.
Array
Even though n is val. The
values can be reassigned.
23. Mutable version of array. We need to
explicitly import.
Array Buffer
Elements can be added and size can be
increase dynamically, unlike array.
Similar to Java ArrayList
29. Tuples
• Tuple has more than two values of potential different types.
• In tuples the offset start with 1 and Not from 0.
• Tuples are typically used for functions which return more than one value.
33. Properties with Getter and Setter
• Scala generate a class for JVM with a private size variable and public getter and setter methods.
• If the field is declared as private, the getter and setter would be private.
• The getter and setter methods in previous case would be:
• size and size_ =
34. Scala generates getter and
setter methods for
member variables.
Cannot access
private variable.
And Scala does
not generate
getter and setter
for private
variable.
35. Auxiliary constructor should call default/primary constructor in first line. Or the
previous auxiliary constructor. In this case its default constructor this()
Auxiliary constructor if not primary constructor can call previous auxiliary
constructor in first line. this(age)
Auxiliary Constructor
Auxiliary constructor in scala is called this()
36. Primary Constructor
1. Every class in scala has a primary constructor.
2. Parameters for primary constructor are placed
immediately after the class name.
37. Singletons
• Scala doesn't have the concept of static methods or fields.
• It is supported by object construct.
• An object defines the single instance of class.
38. Companion Objects
• In programming languages we have both instance methods and static methods in same class.
• In Scala, it is achieved using companion objects.
• The class and its companion objects need to be in same source file.
• The companion object of the class is accessible, but NOT in scope.
• The class and its companion objects can access each other’s private features.
40. Singletons and Companion Objects
Static example in
previous slide, can be
done in scala using
companion objects.
41. Compare two objects.
The below comparison can be made simple using Case notion in Scala Classes.
42. Case Class
• Case class don’t need a constructor for them
• For case class the scala compiler:-
• Creates the class and its companion object.
• Makes all parameters as val, so we can have only accessors.
43. Extending a Class
• Just like java, classes can be extended using extends keyword.
• Just like java, new methods and fields can be introduced or superclass methods or fields could be overridden in subclasses.
• A class can be declared as final and avoid being overridden.
•
45. Overriding Methods
• Override modifier must be used to override an abstract methods.
• Invoking superclass method is same as in java, by super keyword.
46. Traits as Interface
• Scala traits works exactly like java interface.
• Methods need not be declared as abstract.
• extend keyword is used to implement a trait in scala.
• with keyword is used to extend more than one interface.
48. Traits as Interface
• Traits can have concrete and abstract methods.
• If traits have a method with body, then the class which extends should use override keyword
while extending it.
• Traits cannot be instantiated.
• Abstract method need a definition when a trait is extended.
• Multiple traits can be overridden using with keyword.
• A namespace collision is taken care by overriding the definition of the method with the last
available definition.
49. App trait
• Since everything in scala is an object, even main method lives in a object.
• There are two ways to create a launching point for your application: define an object that extends
the App trait, or define an object with a properly defined main method.
When using this approach, any command-line arguments to your
application are implicitly available through an args object, which is
inherited from the App trait. The args object is an instance of
Array[String], just as if you had declared a main method yourself. The
following code demonstrates how to use the args object:
The second approach to launching an application is to manually
implement a main method with the correct signature in an object, in a
manner similar to Java:
51. Functional Programming
• Functional programming is mainly driven by
• Functions are first class citizens. They are treated just as any other type say string, integer etc. so functions can be
used as arguments , could be defined in other functions.
52. Higher Order Functions
Functions are first class citizens.
They can be passed as a parameter and returned as a result.
Functions that take other functions as parameter or that return functions as result are called
Higher order functions.
53. Examples
1. Decorator class has a primary constructor and takes 2
arguments as a parameter right and left of type String.
2. Decorator class has a function layout within.
3. layout accepts a parameter x which is of type A ( user
defined type similar to T in java). [A] is type safety.
4. And layout returns a string which sandwiches argument
x with left and right arguments.
1. Create a method with name apply which receives 2
parameter. Function f of type int , and v of type int.
2. F is an function which receives int as an argument and
returns string as an value.
3. f : Int => String denotes function as a parameter.
4. Body of the function has f(v) which means the second
argument v is passed as an argument to the function
which was passed as an first argument.
1. Create an object to decorator class.
1. Call apply method and pass decorator.layout function as
an argument and a number 7 as a value.
54. Examples 2
This method has eliminated the need of sumInts,
sumCubes and sumSquares function.
Anonymous function has eliminated the need of other
remaining functions sum, squares and cube as well.
5 functions are created. Lets see how
we can minimize with help of higher
order functions.