Random Number Generation in C

In C, the POD (PlainOldData) type refers to a type with a simple structure and compatible with C language data processing. It needs to meet two conditions: it has ordinary copy semantics, which can be copied by memcpy; it has a standard layout and the memory structure is predictable. Specific requirements include: all non-static members are public, no user-defined constructors or destructors, no virtual functions or base classes, and all non-static members themselves are PODs. For example structPoint{intx;inty;} is POD. Its uses include binary I/O, C interoperability, performance optimization, etc. You can check whether the type is POD through std::is_pod, but it is recommended to use std::is_trivia after C 11.

In C, there are three main ways to pass functions as parameters: using function pointers, std::function and Lambda expressions, and template generics. 1. Function pointers are the most basic method, suitable for simple scenarios or C interface compatible, but poor readability; 2. Std::function combined with Lambda expressions is a recommended method in modern C, supporting a variety of callable objects and being type-safe; 3. Template generic methods are the most flexible, suitable for library code or general logic, but may increase the compilation time and code volume. Lambdas that capture the context must be passed through std::function or template and cannot be converted directly into function pointers.

In C, the mutable keyword is used to allow the object to be modified, even if the object is declared as const. Its core purpose is to maintain the logical constants of the object while allowing internal state changes, which are commonly found in cache, debug counters and thread synchronization primitives. When using it, mutable must be placed before the data member in the class definition, and it only applies to data members rather than global or local variables. In best practice, abuse should be avoided, concurrent synchronization should be paid attention to, and external behavior should be ensured. For example, std::shared_ptr uses mutable to manage reference counting to achieve thread safety and const correctness.

MemoryalignmentinC referstoplacingdataatspecificmemoryaddressesthataremultiplesofavalue,typicallythesizeofthedatatype,whichimprovesperformanceandcorrectness.1.Itensuresdatatypeslikeintegersordoublesstartataddressesdivisiblebytheiralignmentrequiremen

There are three effective ways to generate UUIDs or GUIDs in C: 1. Use the Boost library, which provides multi-version support and is simple to interface; 2. Manually generate Version4UUIDs suitable for simple needs; 3. Use platform-specific APIs (such as Windows' CoCreateGuid), without third-party dependencies. Boost is suitable for most modern projects, manual implementation is suitable for lightweight scenarios, and platform API is suitable for enterprise environments.

C is usually faster than Python, especially in compute-intensive tasks. 1.C is a compiled language that directly runs machine code, while Python executes while interpreting and executing, which brings additional overhead; 2.C determines the type during compilation and manages memory manually, which is conducive to CPU optimization, and Python dynamic typing and garbage collection increase burden; 3. It is recommended to be used for high-performance scenarios such as game engines and embedded systems. Python is suitable for data analysis and rapid development scenarios with priority efficiency; 4. Performance testing is recommended to use time tools, eliminate I/O interference, and average values multiple times to obtain accurate results.

ThemoveassignmentoperatorinC isaspecialmemberfunctionthatefficientlytransfersresourcesfromatemporaryobjecttoanexistingone.ItisdefinedasMyClass&operator=(MyClass&&other)noexcept;,takinganon-constrvaluereferencetoallowmodificationofthesour

Pure virtual functions are the key mechanisms used in C to define abstract classes and interfaces, and their core role is to force derived classes to implement specific methods. 1. The pure virtual function is declared through virtualvoidfunc()=0; and the implementation is not provided, making the class an abstract class and cannot be instantiated; 2. It is used to simulate the interface to ensure that the subclass must rewrite the method, such as the draw() of the Shape base class in the graphics library; 3. Supports runtime polymorphism, allowing the base class pointer to call the implementation of different subclasses; 4. Although the abstract class cannot create objects, it can contain constructors, member variables and implemented ordinary functions; 5. If the derived class does not fully implement all pure virtual functions, it will also become an abstract class; 6. In special cases, the pure virtual function can provide default implementation for derivation.