Rust is a systems programming language that offers performance comparable to C and C++ with memory safety and thread safety. It uses a borrow checker to enforce rules around ownership, borrowing, and lifetimes that prevent common bugs like use of dangling pointers and data races. Rust also supports features like generics, pattern matching, and idioms that improve productivity without sacrificing performance.
This document discusses various usability enhancements introduced in modern C++, including C++11/14/17. It covers topics such as auto type deduction, decltype, nullptr, range-based for loops, uniform initialization, lambda expressions, and more. The enhancements aim to improve code readability, reduce errors and increase developer productivity when programming in C++.
The document is a tutorial on C++11 concurrency features such as asynchronous tasks, threads, promises, mutexes, and condition variables. It covers topics like spawning asynchronous tasks using std::async and std::thread, returning values from asynchronous tasks, passing parameters, handling exceptions, manually setting futures using std::promise and std::packaged_task, waiting for multiple futures, and using mutexes and lock guard templates for synchronization. Code examples are provided to illustrate the various concurrency features.
The new standard for C++ language has been signed in 2011. This new (extended) language, called C++11, has a number of new semantics (in terms of language constructs) and a number of new standard library support. The major language extensions are discussed in this presentation. The library will be taken up in a later presentation.
This document discusses the new features introduced in C++11. Some key features include auto keyword for variable type deduction, range-based for loops, nullptr for null pointers, override and final for virtual function specification, strongly typed enums, smart pointers, lambdas, static_assert for compile-time checks, uniform initialization syntax, improved constructors with member initialization lists, and default and delete keywords. C++11 also introduced threads and concurrency support with mutexes, condition variables, locks and futures. Overall, C++11 included many new language and library features that improved performance, code clarity and type safety over previous C++ standards.
C++11 introduced several new features for functions and lambdas including:
1. Lambda expressions that allow the definition of anonymous inline functions.
2. The std::function wrapper that allows functions and lambdas to be used interchangeably.
3. std::bind that binds arguments to function parameters for creating function objects.
These features improved support for functional programming patterns in C++.
This document discusses C++11/14 enhancements including data types, literals, attributes, loops, constants, enumerations, typedefs, pointers, smart pointers, references, type inference, functions, and lambda expressions. It provides examples and explanations of new features in each category.
This document provides an overview of new features introduced in C++11, including automatic variables, decltype, rvalue references, lambda functions, variadic templates, and the concurrency library. It discusses each feature in detail and provides examples. It also outlines compiler support for C++11 in different versions of Visual Studio and references additional learning resources on C++11.
C++17 introduced updates to both the C++ language and standard library. For the language, there were around 45 modest proposals that mostly solved frustrations from prior standards. Significant updates to the library included new vocabulary types like std::optional and std::string_view. C++17 also added features like structured bindings, if constexpr, and lambda improvements like constexpr lambdas and capture of *this. The filesystem library was standardized to provide OS-abstraction for file/directory operations.
This document discusses various usability enhancements introduced in modern C++, including C++11/14/17. It covers topics such as auto type deduction, decltype, nullptr, range-based for loops, uniform initialization, lambda expressions, and more. The enhancements aim to improve code readability, reduce errors and increase developer productivity when programming in C++.
The document is a tutorial on C++11 concurrency features such as asynchronous tasks, threads, promises, mutexes, and condition variables. It covers topics like spawning asynchronous tasks using std::async and std::thread, returning values from asynchronous tasks, passing parameters, handling exceptions, manually setting futures using std::promise and std::packaged_task, waiting for multiple futures, and using mutexes and lock guard templates for synchronization. Code examples are provided to illustrate the various concurrency features.
The new standard for C++ language has been signed in 2011. This new (extended) language, called C++11, has a number of new semantics (in terms of language constructs) and a number of new standard library support. The major language extensions are discussed in this presentation. The library will be taken up in a later presentation.
This document discusses the new features introduced in C++11. Some key features include auto keyword for variable type deduction, range-based for loops, nullptr for null pointers, override and final for virtual function specification, strongly typed enums, smart pointers, lambdas, static_assert for compile-time checks, uniform initialization syntax, improved constructors with member initialization lists, and default and delete keywords. C++11 also introduced threads and concurrency support with mutexes, condition variables, locks and futures. Overall, C++11 included many new language and library features that improved performance, code clarity and type safety over previous C++ standards.
C++11 introduced several new features for functions and lambdas including:
1. Lambda expressions that allow the definition of anonymous inline functions.
2. The std::function wrapper that allows functions and lambdas to be used interchangeably.
3. std::bind that binds arguments to function parameters for creating function objects.
These features improved support for functional programming patterns in C++.
This document discusses C++11/14 enhancements including data types, literals, attributes, loops, constants, enumerations, typedefs, pointers, smart pointers, references, type inference, functions, and lambda expressions. It provides examples and explanations of new features in each category.
This document provides an overview of new features introduced in C++11, including automatic variables, decltype, rvalue references, lambda functions, variadic templates, and the concurrency library. It discusses each feature in detail and provides examples. It also outlines compiler support for C++11 in different versions of Visual Studio and references additional learning resources on C++11.
C++17 introduced updates to both the C++ language and standard library. For the language, there were around 45 modest proposals that mostly solved frustrations from prior standards. Significant updates to the library included new vocabulary types like std::optional and std::string_view. C++17 also added features like structured bindings, if constexpr, and lambda improvements like constexpr lambdas and capture of *this. The filesystem library was standardized to provide OS-abstraction for file/directory operations.
An introductory PowerPoint to understanding and applying the C++ programming language. Broken down into lessons covering:
Introduction: Definitions and the History of Programming
Lesson 1: Libraries, Variables and Types, Blocks and Namespaces, Functions
Lesson 2: If...Else Statements, For and While Loops, Scope
Exercise: Program a Gumball Game
Lesson 3: Classes and Objects, Pointers
The presentation shows major features of the new C++ standard (language and the library). The full list of new things is very broad, so I've categorized them to be easier to understand.
This presentation comes with many additional notes (pdf): http://de.slideshare.net/nicolayludwig/2-c-sharp-introductionbasicsparti-38639098
- A Tour through other .Net Programming Languages
- C# Syntax Cornerstones
C++11 introduced several new features to C++ that support modern programming patterns like lambdas, smart pointers, and move semantics. Lambdas allow for anonymous inline functions, which improve code readability and eliminate the need for functor classes. Smart pointers like unique_ptr and shared_ptr make memory management safer and more straightforward using features like move semantics and RAII. C++11 also aims to bring C++ more in line with modern hardware by supporting multi-threading and higher level abstractions while maintaining performance.
The document contains 6 programs written in C++ to perform various tasks involving arrays and conditional operators:
1) Three programs to swap two values using a third variable, without a third variable, and by adding and subtracting values.
2) Two programs to find the maximum and minimum of 10 values stored in an array.
3) A program to find the largest of two values using a conditional operator.
4) A program to find the smallest of three values using a conditional operator.
Presentation with a brief history of C, C++ and their ancestors along with an introduction to latest version C++11 and futures such as C++17. The presentation covers applications that use C++, C++11 compilers such as LLVM/Clang, some of the new language features in C++11 and C++17 and examples of modern idioms such as the new form compressions, initializer lists, lambdas, compile time type identification, improved memory management and improved standard library (threads, math, random, chrono, etc). (less == more) || (more == more)
The document provides an overview of the C++ programming language. It discusses what C++ is, its history and features. It then outlines various C++ concepts like identifiers, constants, data types, comments, operators, variables, and statements. It also covers control structures like decision making statements (if-else, switch), looping (for, while, do-while), and functions. The document is intended as a lecture on the basic elements of the C++ language.
This document provides an overview and outline of a presentation on exploring C++. It begins with background expectations for attendees and then outlines the session topics, which include C++ concepts like templates, exception handling, and an overview of the Standard Template Library and Boost library. The presentation aims to provide a high-level introduction to C++ basics rather than an exhaustive reference. It will cover primary programming paradigms in C++, best practices, and memory management techniques.
Slides from my "Gentle Introduction to Modern C++" presentation from January 20, 2015 at the Dublin C/C++ User Group: www.meetup.com/cppdug/events/219787667/
The code examples are located here: https://github.com/mihaitodor/Presentations/tree/master/cppdug/20.01.2015
Virtual functions allow functions in derived classes to override functions in base classes. When a base class pointer points to a derived class object, calling a virtual function through the pointer will call the derived class's version. This allows the same interface to behave differently based on the actual object. Virtual functions are useful for mathematical operations, where a base class defines an interface and derived classes perform specific calculations like addition, subtraction etc. depending on the object type pointed to by the base class pointer.
This document discusses different types of loops in C++ programming including for loops, while loops, do-while loops, and infinite loops. It provides examples of each loop type and explanations of how they work. It also covers switch-case statements, providing an example case statement that prints different outputs depending on the user's input number.
OpenGurukul : Language : C++ ProgrammingOpen Gurukul
This document provides information about C++ classes and objects. It defines what a class is, noting that classes are like structures but with additional features such as data hiding and default private access. An object is defined as an instance of a class. The document discusses access specifiers like public, private, and protected. It also covers static variables and functions, constant functions, and friend functions/classes.
C++ is an object-oriented programming language that is an extension of C. It was developed in the early 1980s by Bjarne Stroustrup at Bell Labs. C++ supports concepts like inheritance, polymorphism, and encapsulation that make it suitable for large, complex programs. Inheritance allows classes to inherit properties from parent classes. Polymorphism is the ability to process objects of different types in the same way. Encapsulation combines data and functions that operate on that data within a single unit, hiding implementation details. File input/output in C++ can be handled through streams like ifstream for input and ofstream for output.
This document provides an overview of C++ including:
1. What a computer and computer program are, with hardware and software components.
2. The typical development process in C++ including editing, compiling, linking, loading and executing programs.
3. Examples of simple C++ programs that print text, get user input, perform calculations and make decisions.
Fun with Lambdas: C++14 Style (part 1)Sumant Tambe
If virtual functions in C++ imply design patterns, then C++ lambdas imply what? What does it really mean to have lambdas in C++? Frankly, I don't know but I've a hunch: It's BIG.
Just like virtual functions open doors to the OO paradigm, lambdas open doors to a different paradigm--the functional paradigm. This talk is not a praise of functional programming or some elusive lambda-based library. (Although, I'll mention one briefly that tops my list these days.) Instead, the goal is to have fun while working our way through some mind-bending examples of C++14 lambdas. Beware, your brain will hurt! Bring your laptop and code the examples right along because that may be the fastest way to answer the quiz.
This document provides an introduction to C++ programming. It discusses key differences between C and C++, shows simple C++ examples, and covers important C++ concepts like input/output streams, header files, inline functions, references, and reference parameters. The document is intended to teach basic C++ syntax and features to someone new to the language.
Virtual Functions support dynamic binding and object-oriented programming. A class that declares or inherits a virtual function is called a polymorphic class.
Rust provides memory safety without garbage collection through its ownership and borrowing model that is checked at compile time. Ownership rules ensure that references to resources like vectors remain valid by moving the vector when it is passed to a function. Borrowing allows immutable or mutable references to a resource, but not both at the same time, avoiding data races. Rust achieves performance comparable to C++ through its zero-cost abstractions and moves semantics that avoid unnecessary data copying.
An introductory PowerPoint to understanding and applying the C++ programming language. Broken down into lessons covering:
Introduction: Definitions and the History of Programming
Lesson 1: Libraries, Variables and Types, Blocks and Namespaces, Functions
Lesson 2: If...Else Statements, For and While Loops, Scope
Exercise: Program a Gumball Game
Lesson 3: Classes and Objects, Pointers
The presentation shows major features of the new C++ standard (language and the library). The full list of new things is very broad, so I've categorized them to be easier to understand.
This presentation comes with many additional notes (pdf): http://de.slideshare.net/nicolayludwig/2-c-sharp-introductionbasicsparti-38639098
- A Tour through other .Net Programming Languages
- C# Syntax Cornerstones
C++11 introduced several new features to C++ that support modern programming patterns like lambdas, smart pointers, and move semantics. Lambdas allow for anonymous inline functions, which improve code readability and eliminate the need for functor classes. Smart pointers like unique_ptr and shared_ptr make memory management safer and more straightforward using features like move semantics and RAII. C++11 also aims to bring C++ more in line with modern hardware by supporting multi-threading and higher level abstractions while maintaining performance.
The document contains 6 programs written in C++ to perform various tasks involving arrays and conditional operators:
1) Three programs to swap two values using a third variable, without a third variable, and by adding and subtracting values.
2) Two programs to find the maximum and minimum of 10 values stored in an array.
3) A program to find the largest of two values using a conditional operator.
4) A program to find the smallest of three values using a conditional operator.
Presentation with a brief history of C, C++ and their ancestors along with an introduction to latest version C++11 and futures such as C++17. The presentation covers applications that use C++, C++11 compilers such as LLVM/Clang, some of the new language features in C++11 and C++17 and examples of modern idioms such as the new form compressions, initializer lists, lambdas, compile time type identification, improved memory management and improved standard library (threads, math, random, chrono, etc). (less == more) || (more == more)
The document provides an overview of the C++ programming language. It discusses what C++ is, its history and features. It then outlines various C++ concepts like identifiers, constants, data types, comments, operators, variables, and statements. It also covers control structures like decision making statements (if-else, switch), looping (for, while, do-while), and functions. The document is intended as a lecture on the basic elements of the C++ language.
This document provides an overview and outline of a presentation on exploring C++. It begins with background expectations for attendees and then outlines the session topics, which include C++ concepts like templates, exception handling, and an overview of the Standard Template Library and Boost library. The presentation aims to provide a high-level introduction to C++ basics rather than an exhaustive reference. It will cover primary programming paradigms in C++, best practices, and memory management techniques.
Slides from my "Gentle Introduction to Modern C++" presentation from January 20, 2015 at the Dublin C/C++ User Group: www.meetup.com/cppdug/events/219787667/
The code examples are located here: https://github.com/mihaitodor/Presentations/tree/master/cppdug/20.01.2015
Virtual functions allow functions in derived classes to override functions in base classes. When a base class pointer points to a derived class object, calling a virtual function through the pointer will call the derived class's version. This allows the same interface to behave differently based on the actual object. Virtual functions are useful for mathematical operations, where a base class defines an interface and derived classes perform specific calculations like addition, subtraction etc. depending on the object type pointed to by the base class pointer.
This document discusses different types of loops in C++ programming including for loops, while loops, do-while loops, and infinite loops. It provides examples of each loop type and explanations of how they work. It also covers switch-case statements, providing an example case statement that prints different outputs depending on the user's input number.
OpenGurukul : Language : C++ ProgrammingOpen Gurukul
This document provides information about C++ classes and objects. It defines what a class is, noting that classes are like structures but with additional features such as data hiding and default private access. An object is defined as an instance of a class. The document discusses access specifiers like public, private, and protected. It also covers static variables and functions, constant functions, and friend functions/classes.
C++ is an object-oriented programming language that is an extension of C. It was developed in the early 1980s by Bjarne Stroustrup at Bell Labs. C++ supports concepts like inheritance, polymorphism, and encapsulation that make it suitable for large, complex programs. Inheritance allows classes to inherit properties from parent classes. Polymorphism is the ability to process objects of different types in the same way. Encapsulation combines data and functions that operate on that data within a single unit, hiding implementation details. File input/output in C++ can be handled through streams like ifstream for input and ofstream for output.
This document provides an overview of C++ including:
1. What a computer and computer program are, with hardware and software components.
2. The typical development process in C++ including editing, compiling, linking, loading and executing programs.
3. Examples of simple C++ programs that print text, get user input, perform calculations and make decisions.
Fun with Lambdas: C++14 Style (part 1)Sumant Tambe
If virtual functions in C++ imply design patterns, then C++ lambdas imply what? What does it really mean to have lambdas in C++? Frankly, I don't know but I've a hunch: It's BIG.
Just like virtual functions open doors to the OO paradigm, lambdas open doors to a different paradigm--the functional paradigm. This talk is not a praise of functional programming or some elusive lambda-based library. (Although, I'll mention one briefly that tops my list these days.) Instead, the goal is to have fun while working our way through some mind-bending examples of C++14 lambdas. Beware, your brain will hurt! Bring your laptop and code the examples right along because that may be the fastest way to answer the quiz.
This document provides an introduction to C++ programming. It discusses key differences between C and C++, shows simple C++ examples, and covers important C++ concepts like input/output streams, header files, inline functions, references, and reference parameters. The document is intended to teach basic C++ syntax and features to someone new to the language.
Virtual Functions support dynamic binding and object-oriented programming. A class that declares or inherits a virtual function is called a polymorphic class.
Rust provides memory safety without garbage collection through its ownership and borrowing model that is checked at compile time. Ownership rules ensure that references to resources like vectors remain valid by moving the vector when it is passed to a function. Borrowing allows immutable or mutable references to a resource, but not both at the same time, avoiding data races. Rust achieves performance comparable to C++ through its zero-cost abstractions and moves semantics that avoid unnecessary data copying.
Rust is a systems programming language that was first initiated in 2006 and reached 1.0 in 2015. It is used by Mozilla in Firefox and focuses on memory safety without garbage collection through features like ownership and borrowing. The document provides an introduction to Rust and covers topics like variables, functions, primitive types, if/loop control structures, ownership, references, and encourages readers to explore further topics in the Rust Book and Rust by Example.
The document provides an overview of the Rust programming language. It describes how Rust grew out of a personal project at Mozilla in 2009. Rust aims to be a safe, concurrent, and practical language supporting multiple paradigms. It uses concepts like ownership and borrowing to prevent data races at compile time. Rust also features traits, generics, pattern matching, and lifetimes to manage memory in a flexible yet deterministic manner.
Don't mention TLB (at all?!?), just confuses people. Was just put so people
were aware that it was being set up for deterministic behaviour (the side
channel is the cache exclusively, not the TLB missing).
Don't mention the privilege level arch stuff until *after* Variant 1 has been
discussed, rather prior to Variant 2, and especially 3/Meltdown.
To explain the victim vs. attacker domains better in Variant 1, the example of
two threads in a process should be given, where one thread is the
'parent'/'governor' of the other(s), and has privileged information, e.g., a
valid TLS session key for a bank account login in another thread/tab in a
browser. One thread should not be able to 'see' another's private data.
Items such as the AntiVirus report could easily be omitted...
Thanks,
Kim Phillips
The document discusses the Qooxdoo JavaScript framework. It introduces Qooxdoo and how it makes JavaScript programming fun again by allowing developers to write applications that run in browsers. It covers key Qooxdoo features like class definitions, inheritance, static and instance members, mixins, and more. The document includes code examples to demonstrate JavaScript concepts like scoping, closures, and working with 'this'.
Essentials of Multithreaded System Programming in C++Shuo Chen
This document discusses challenges in multithreaded system programming in C++. It covers topics such as thread safety of libraries, RAII and fork(), signals and threads, and operating file descriptors in threads. The document is intended for C++ programmers familiar with threads and aims to explain interactions between threads and system calls/libraries to avoid common issues.
Rust is a emerging system language with the speed of C/C++, the ergonomics of a functional language and the safety of a modern dynamic language. In this presentation I’ll expose the main feature of the language which make it distinctive and a good choice for fats and reliable software
Rust provides safe, fast code through its ownership and borrowing model which prevents common bugs like use-after-free and data races. It enables building efficient parallel programs while avoiding the need for locking. Traits allow defining common interfaces that can be implemented for different types, providing abstraction without runtime costs. The language also supports unsafe code for interfacing with other systems while still enforcing safety within Rust programs through the type system.
Practical JavaScript Programming - Session 8/8Wilson Su
This document discusses various development tools for JavaScript programming, including Node.js, TypeScript, Babel, linters, task runners, module bundlers, and testing tools. It provides descriptions and examples of using Node.js, Yarn, TypeScript, Babel, ESLint, TSLint, Grunt, Gulp, Webpack, Chrome DevTools, Jasmine, Mocha, Chai, Karma, Selenium, Protractor, PhantomJS, and CasperJS. The document aims to help programmers select and use the appropriate tools at different stages of development.
From Zero To Production (NixOS, Erlang) @ Erlang Factory SF 2016Susan Potter
This talk will introduce the audience to the Nix packaging, NixOS, and related ecosystem tools for Erlang/Elixir developers.
By reviewing common development, testing, and deployment problems we will look at what Nix has to offer to aid Erlang/Elixir developers in these areas.
From seamless developer environment bootstrapping to consistent CI environments and beyond.
1) Qooxdoo is a JavaScript framework that provides object-oriented programming features to JavaScript. It turns JavaScript into a "grown up OO language" and allows developers to write browser-based applications without needing HTML or CSS knowledge.
2) The document discusses how to get started with a basic "Hello World" Qooxdoo application by installing Python, unpacking Qooxdoo, and generating and running the application files.
3) Key aspects of programming with Qooxdoo include leveraging JavaScript features like anonymous functions, closures, and proper understanding of scoping, as the framework relies heavily on these elements.
This document discusses various constructs that can be used in Verilog testbenches, including loops, parallel blocks, named blocks, file I/O, and functions. It provides examples of while, repeat, forever loops as well as fork/join blocks for parallel execution. It also covers disabling blocks, opening and closing files, and reading and writing to files using commands like $fopen, $fdisplay, $fgets, and $fscanf. Functions are described as having inputs, a single output, and implementing combinational behavior using blocking assignments.
What can be done with Java, but should better be done with Erlang (@pavlobaron)Pavlo Baron
Erlang excels at building distributed, fault-tolerant, concurrent applications due to its lightweight process model and built-in support for distribution. However, Java is more full-featured and is generally a better choice for applications that require more traditional object-oriented capabilities or need to interface with existing Java libraries and frameworks. Both languages have their appropriate uses depending on the requirements of the specific application being developed.
Facts about multithreading that'll keep you up at night - Guy Bar on, VonageCodemotion Tel Aviv
Multithreading allows a CPU to execute multiple processes concurrently. It improves CPU utilization and prevents idle resources. However, it can also cause issues like race conditions when threads access shared data without synchronization, deadlocks when threads wait for each other indefinitely, and priority inversions when a high priority thread waits for a lower priority thread. Other challenges include too many threads causing excessive context switching, non-atomic operations on 64-bit values, and unpredictable order of evaluation for expressions with side effects. Caches on modern CPUs can also cause inconsistent reads if threads access different versions of the same data in different caches.
Rust is a emerging system language with the speed of C/C++, the ergonomics of a functional language and the safety of a modern dynamic language. In this presentation I’ll expose the main feature of the language which make it distinctive and a good choice for fats and reliable software.
Implémentation efficace et durable de processus métiers complexesGeeks Anonymes
La transposition de processus métiers complexes en programmes informatiques est parfois difficile pour des raisons techniques et/ou communicationnelles. Le faire efficacement et sous une forme flexible l'est encore plus. Pousse-Café, un framework Java se basant sur le Domain-Driven Design (DDD), rend la tâche plus abordable. https://www.pousse-cafe-framework.org/
Par Gérard Dethier, aux Geeks Anonymes du 15 janvier 2021
Vidéo : https://youtu.be/DE0QpTIz1cQ
Managing Open Source Licenses (Geeks Anonymes)Geeks Anonymes
This document discusses open source software licenses and managing open source code. It provides an overview of common open source licenses like GPL, MIT, and BSD licenses. It also discusses risks of license incompatibility and how to detect open source code dependencies. The document recommends that developers choose licenses carefully, document code properly, and that companies establish open source policies.
Conférence des Geeks Anonymes sur " Reprendre le contrôle de ses données ", par Gérard Dethier, le 26 octobre 2020.
Vidéo : https://youtu.be/RUbZ9RbI7TA
Conférence des Geeks Anonymes sur " le langage Go ", par Thomas Hayen le 23 septembre 2020.
Cette conférence est disponible en vidéo sur Youtube : https://youtu.be/AlGGneVGTJk
This document provides an overview of Kubernetes including: its architecture with key components like kubelet, kube-proxy, controller manager, scheduler, and etcd; how it manages deployments with rolling updates and rollbacks; jobs; services; ingress; volumes; configmaps and secrets; namespaces; cronjobs and daemonsets; readiness and liveness probes; statefulsets; network policies; RBAC and security; and a brief history of Kubernetes. It also includes contact information for Philippe Collignon who provides additional context on his experience with Kubernetes.
This document discusses best practices for testing code. It recommends writing unit, integration, functional, generated, and performance tests. Unit tests should be isolated, reproducible, fast, simple, and automated. Integration tests check interactions between components. Functional tests simulate user behaviors. Generated tests use random inputs to try breaking code. Performance tests measure timing and load capacity. The document provides examples of tools and techniques for writing different types of tests in Python.
Become Rick and famous, thanks to Open SourceGeeks Anonymes
This document discusses how to become rich and famous through open source software by attracting users and developers, and outlines various business models for monetizing open source projects including services, dual licensing, and creating added value products. It notes that choosing open source allows for social impact, helps customers avoid lock-in, and helps attract talent from the open source community.
This document provides an introduction to natural language processing (NLP) and discusses various NLP techniques. It begins by introducing the author and their background in NLP. It then defines NLP and common text data used. The document outlines a typical NLP pipeline that involves pre-processing text, feature engineering, and both low-level and high-level NLP tasks. Part-of-speech tagging and sentiment analysis are discussed as examples. Deep learning techniques for NLP are also introduced, including word embeddings and recurrent neural networks.
1. The document discusses modern features of SQL such as window functions, common table expressions, grouping sets, rollup and cube.
2. It provides examples and explanations of these features and how they can be used to analyze and query data in flexible ways.
3. Compatibility of these features across major database systems such as PostgreSQL, SQL Server, and Oracle is also discussed.
Mobile app Development Services | Drona InfotechDrona Infotech
Drona Infotech is one of the Best Mobile App Development Company In Noida Maintenance and ongoing support. mobile app development Services can help you maintain and support your app after it has been launched. This includes fixing bugs, adding new features, and keeping your app up-to-date with the latest
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Microservice Teams - How the cloud changes the way we workSven Peters
A lot of technical challenges and complexity come with building a cloud-native and distributed architecture. The way we develop backend software has fundamentally changed in the last ten years. Managing a microservices architecture demands a lot of us to ensure observability and operational resiliency. But did you also change the way you run your development teams?
Sven will talk about Atlassian’s journey from a monolith to a multi-tenanted architecture and how it affected the way the engineering teams work. You will learn how we shifted to service ownership, moved to more autonomous teams (and its challenges), and established platform and enablement teams.
8 Best Automated Android App Testing Tool and Framework in 2024.pdfkalichargn70th171
Regarding mobile operating systems, two major players dominate our thoughts: Android and iPhone. With Android leading the market, software development companies are focused on delivering apps compatible with this OS. Ensuring an app's functionality across various Android devices, OS versions, and hardware specifications is critical, making Android app testing essential.
When it is all about ERP solutions, companies typically meet their needs with common ERP solutions like SAP, Oracle, and Microsoft Dynamics. These big players have demonstrated that ERP systems can be either simple or highly comprehensive. This remains true today, but there are new factors to consider, including a promising new contender in the market that’s Odoo. This blog compares Odoo ERP with traditional ERP systems and explains why many companies now see Odoo ERP as the best choice.
What are ERP Systems?
An ERP, or Enterprise Resource Planning, system provides your company with valuable information to help you make better decisions and boost your ROI. You should choose an ERP system based on your company’s specific needs. For instance, if you run a manufacturing or retail business, you will need an ERP system that efficiently manages inventory. A consulting firm, on the other hand, would benefit from an ERP system that enhances daily operations. Similarly, eCommerce stores would select an ERP system tailored to their needs.
Because different businesses have different requirements, ERP system functionalities can vary. Among the various ERP systems available, Odoo ERP is considered one of the best in the ERp market with more than 12 million global users today.
Odoo is an open-source ERP system initially designed for small to medium-sized businesses but now suitable for a wide range of companies. Odoo offers a scalable and configurable point-of-sale management solution and allows you to create customised modules for specific industries. Odoo is gaining more popularity because it is built in a way that allows easy customisation, has a user-friendly interface, and is affordable. Here, you will cover the main differences and get to know why Odoo is gaining attention despite the many other ERP systems available in the market.
Unveiling the Advantages of Agile Software Development.pdfbrainerhub1
Learn about Agile Software Development's advantages. Simplify your workflow to spur quicker innovation. Jump right in! We have also discussed the advantages.
How Can Hiring A Mobile App Development Company Help Your Business Grow?ToXSL Technologies
ToXSL Technologies is an award-winning Mobile App Development Company in Dubai that helps businesses reshape their digital possibilities with custom app services. As a top app development company in Dubai, we offer highly engaging iOS & Android app solutions. https://rb.gy/necdnt
Most important New features of Oracle 23c for DBAs and Developers. You can get more idea from my youtube channel video from https://youtu.be/XvL5WtaC20A
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4. Rust fits an interesting niche
System programming is needed for:
low-level stuff like Operating Systems;
applications that need to run fast;
cheap/efficient embedded systems.
Your python toolkit runs more C/C++/Fortran than python!
Although everything else relies on it, system programming is
notoriously error-prone!
Rust makes system programming easier and much safer.
But rust is not just for system programming!
3
5. Rust is designed for performance
Very much like C++, rust:
is statically typed;
compiles to native executables;
has no runtime;
has no garbage collector;
give you control of memory layout;
integrates easily with C code;
has zero-cost abstractions.
=⇒ Idiomatic rust performance is on par with idiomatic C/C++.
4
6. Rust is reliable
If no possible execution can exhibit undefined behaviour, we say
that a program is well-defined.
If a language’s type system enforces that every program is
well-defined, we say it is type-safe.
C/C++ are not type-safe:
char buf[16];
buf[24] = 42; // Undefined behaviour
Rust is type-safe:
Guaranteed memory-safety:
No dereference of null pointers.
No dangling pointers.
No buffer overflow.
Guaranteed thread-safety:
Threads without data races.
5
7. Rust is good for productivity
High-level features: traits, pattern matching, closures, etc.
Great documentation.
Good error messages.
Built-in testing tools.
Built-in package manager and build tool (cargo).
Built-in documentation tool.
Good IDE integration (auto-completion, type inspection,
formatting, etc.).
Great community.
6
8. Rust is popular
StackOverflow
In 2018 survey: 78.9% of rust users love the language
. . . which makes it the most loved language
. . . for the 3rd year in a row!
GitHub
rust-lang/rust:
1.3k 34k 5.5k 90k 2.3k
4.4k active repositories with rust code.
Still on the rise, gathering momentum!
7
9. Rust is mature
History
2006 start of development by G. Hoare (Mozilla Research).
2009 endorsed by Mozilla.
2010 rust is announced.
2011 rustc is self-hosting.
2012 first public release.
2015 first stable release: Rust 1.0.
...
2019 Rust 1.32, development still active!
The language changed a lot in its infancy, but is now rather stable.
Used for various projects by Mozilla, Samsung, Dropbox, NPM,
Oracle, Microsoft, . . .
8
15. A trivial (?) bug
1 vector<int> v;
2 v.push_back(1);
3 int& x = &v[0];
4 v.push_back(2); // Re-allocate buffer
5 cout << x << endl; // Dangling pointer!!!
segmentation fault
Problems happen when a resource is both
aliased, i.e. there are multiple references to it;
mutable, i.e. one can modify the resource.
=⇒ restrict mutability or aliasing!
11
16. In rust, everything is immutable by default
1 let x = 42;
2 x = 1984;
3 println!("x = {}", x);
12
17. In rust, everything is immutable by default
1 let x = 42;
2 x = 1984; // Error!
3 println!("x = {}", x);
error[E0384]: cannot assign twice to immutable variable ‘x‘
12
18. In rust, everything is immutable by default
1 let mut x = 42;
2 x = 1984;
3 println!("x = {}", x);
x = 1984
Use mut when something should be mutable.
12
19. Ownership
A binding owns the resources it is bound to.
Bound resource is deallocated automatically and
deterministically when its binding goes out of scope.
In a given scope, bindings are freed in LIFO order.
1 {
2 let mut v1 = Vec::new();
3 let mut v2 = Vec::new();
4 // ...
5 // Release v2, then v1
6 }
13
21. Move semantics
1 fn eat_vec(v: Vec<i32>) {
2 // ..., then release v
3 }
4
5 fn main() {
6 let mut v = Vec::new();
7 v.push(1);
8 eat_vec(v);
9 v.push(2); // Error!
10 }
error[E0382]: use of moved value: ‘v‘
14
22. Move semantics
1 fn eat_vec(v: Vec<i32>) {
2 // ..., then release v
3 }
4
5 fn main() {
6 let mut v = Vec::new();
7 v.push(1);
8 eat_vec(v);
9 v.push(2); // Error!
10 }
error[E0382]: use of moved value: ‘v‘
Solutions:
Return value.
Copy value.
Lend value.
14
23. Borrowing
1 fn borrow_vec(v: &Vec<i32>) {
2 // ...
3 }
4
5 fn main() {
6 let mut v = Vec::new();
7 v.push(1);
8 borrow_vec(&v);
9 v.push(2);
10 }
&T is a reference.
A reference only borrows ownership, will not deallocate.
Multiple references to same resource is OK.
Explicit for both caller and callee.
15
24. Mutable borrow
1 fn mutate_vec(v: &mut Vec<i32>) {
2 v[0] = 42;
3 }
4
5 fn main() {
6 let mut v = Vec::new();
7 v.push(1);
8 mutate_vec(&mut v);
9 v.push(2);
10 }
&mut T is a mutable reference.
There can be only one mutable reference to a resource.
Explicit for both caller and callee.
16
25. If a reference is mutable, it is the only reference
1 fn main() {
2 let mut x = 1984;
3 let x_ref_1 = &x;
4 let x_ref_2 = &x; // Multiple refs is OK
5
6 let mut y = 42;
7 let y_mut_ref = &mut y; // OK, single ref
8
9 let mut z = 2001;
10 let z_mut_ref = &mut z; // Error!
11 let z_ref = &z;
12 }
error[E0502]: cannot borrow ‘z‘ as mutable because it is also
borrowed as immutable
17
26. If a reference is mutable, it is the only reference
1 fn main() {
2 let mut x = 1984;
3 let x_ref_1 = &x;
4 let x_ref_2 = &x; // Multiple refs is OK
5
6 let mut y = 42;
7 let y_mut_ref = &mut y; // OK, single ref
8
9 let mut z = 2001;
10 let z_mut_ref = &mut z; // Error!
11 let z_ref = &z;
12 }
Note that access through x, y, z is restricted as well.
17
27. Rust also tracks the lifetime of resources
2 let x;
3 { // Enter new scope
4 let y = 42;
5 x = &y; // x is a ref to y
6 } // Leave scope, destroy y
7 println!("x = {}", x); // What does x points to?
error[E0597]: `y` does not live long enough
--> test.rs:5:14
|
5 | x = &y; // x is a ref to y
| ˆ borrowed value does not live long enough
6 | } // Leave scope, destroy y
| - `y` dropped here while still borrowed
7 | println!("x = {}", x);
8 | }
| - borrowed value needs to live until here
18
28. The compiler can infer lifetimes, but sometimes needs a
little help
1 fn choose(s1: &str, s2: &str) -> &str { s1 }
2
3 fn main() {
4 let s = choose("foo", "bar");
5 println!("s = {}", s);
6 }
error[E0106]: missing lifetime specifier
help: this function’s return type contains a borrowed value, but
the signature does not say whether it is borrowed from ‘s1‘ or ‘s2‘
1 fn choose<'a>(s1: &'a str, s2: &str) -> &'a str
'static is for immortals.
19
29. The borrow checker allows for fearless concurrency
1 fn use_lock(mutex: &Mutex<Vec<i32>>) {
2 let vec = {
3 // Acquire the lock
4 let mut guard = lock(mutex);
5 // Attempt to return a borrow of the data
6 access(&mut guard)
7 // Guard is destroyed here, releasing the lock
8 };
9 // Attempt to access the data outside of the lock.
10 vec.push(3); // Error: guard does not live long enough
11 }
Concurrency not only safe but easy:
Locks know their data, which can’t be accidentally shared.
Channels move data between threads.
Many readers, one writer extends to thread-shared data.
You can share even stack frames, without disaster!
20
31. Generic functions
1 fn guess_what<T>(x: T) -> T {
2 // ?
3 }
Parametric types are constrained.
1 fn min<T: Ord>(x: T, y: T) {
2 if x < y { x } else { y }
3 }
21
32. Generic functions
1 fn identity<T>(x: T) -> T {
2 x
3 }
Parametric types are constrained.
1 fn min<T: Ord>(x: T, y: T) {
2 if x < y { x } else { y }
3 }
21
33. Generic functions
1 fn identity<T>(x: T) -> T {
2 x
3 }
Parametric types are constrained.
1 fn min<T: Ord>(x: T, y: T) {
2 if x < y { x } else { y }
3 }
=⇒ Theorems for free!
21
34. Generic types
1 struct Point<T> {
2 x: T,
3 y: T
4 }
5
6 fn main() {
7 let p_f32: Point<f32> = Point { x: 1.2, y: 3.4 };
8 let mut p_i64 = Point { x: 1, y: 2 };
9 let p_i32 = Point { x: 1, y: 2 };
10 let p_f64 = Point { x: 3.14, y: 1.592 };
11
12 p_i64.x = 42i64;
13 }
22
40. Generic enumerations
1 enum Option<T> {
2 /// No value
3 None,
4 /// Some value `T`
5 Some(T),
6 }
Option used for optional values, partial functions, etc. No NULL!
25
41. Generic enumerations
1 enum Option<T> {
2 /// No value
3 None,
4 /// Some value `T`
5 Some(T),
6 }
Option used for optional values, partial functions, etc. No NULL!
1 enum Result<T, E> {
2 //! Contains the success value
3 Ok(T),
4 //! Contains the error value
5 Err(E),
6 }
Result used for error handling. No exceptions!
25
49. Traits bounds
1 fn store<T: Hash>(x: T, warehouse: Warehouse<T>) {
2 // ... x.hash(state) ...
3 }
One can specify multiple bounds:
1 fn store<T>(x: T, warehouse: Warehouse<T>)
2 where T: Hash + Display {
3 // ... x.hash(state) ...
4 // ... println!("x = {}", x) ...
5 }
Monomorphisation applies, i.e. statically dispatched.
Dynamic dispatch is also available with trait objects.
30
50. Default methods and inheritance
1 trait Valid {
2 fn is_valid(&self) -> bool;
3 fn is_invalid(&self) -> bool { !self.is_valid() };
4 }
Default implementation can be overridden.
31
51. Default methods and inheritance
1 trait Valid {
2 fn is_valid(&self) -> bool;
3 fn is_invalid(&self) -> bool { !self.is_valid() };
4 }
Default implementation can be overridden.
Traits can inherit from other traits:
1 trait Eq : PartialEq {
2 // Addtional methods in Eq
3 }
31
52. Allocating on the heap
By default, everything is stack-allocated:
Fast.
Scoped.
Limited in size.
Various explicit pointer types for heap-allocated data:
Box<T> for single ownership.
Rc<T> for shared ownership.
Arc<T> for shared, thread-safe ownership.
Cell<T> for interior mutability, i.e. through a &T.
32
53. Undiscussed bits
Efficient and safe slices.
Hygienic macros.
unsafe code.
Interactions with C-ABI code.
Iterators: clean syntax, safe, efficient, e.g.
for x in xs {
process(x)
}
Closures.
Multi-threading.
Embedded rust.
The ecosystem: cargo and crates.io, rustup, tests, doc, . . .
Many, many more!
33