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Understanding MySQL Storage Requirements and Capacity Planning

Understanding MySQL Storage Requirements and Capacity Planning

MySQL capacity planning requires estimating the data volume, selecting the storage engine, and formulating monitoring and expansion strategies. 1. Data volume estimation: Calculate the total space based on the field size and estimated records of each table, and consider overheads such as index (extra 20%-30%), undolog, redolog, etc.; 2. Storage engine selection: Priority is used for InnoDB, which supports transactions and is suitable for high concurrency scenarios. Enable compression function to save space when necessary. Select UTF8MB4 or utf8/latin1 according to the requirements of the character set; 3. Capacity monitoring and expansion: Check the table size and disk usage regularly, set alarm thresholds, and expand the capacity can be vertically upgraded or horizontally split, and clean up historical data in combination with the business to free up space.

Aug 05, 2025 pm 12:33 PM
The Art of Immutable Array Updates Using Functional PHP

The Art of Immutable Array Updates Using Functional PHP

To realize the update of immutable arrays in PHP, it must be done by creating a new array instead of modifying the original array. 1. Avoid directly modifying the array elements. You should use array_merge() or manually copy to generate a new array; 2. Use array_merge() to perform concise immutable updates, keeping the original array unchanged and supporting the addition of new keys; 3. Use pure functions such as recursive setIn() for nested arrays to ensure that there are no side effects when the deep structure is updated; 4. Combined with functional tools such as array_map and array_filter to achieve data processing without side effects; 5. Strengthen immutability through conventions, such as treating the input array as read-only, returning a new array, and using reado in PHP8.2

Aug 05, 2025 pm 12:30 PM
PHP Update Array Items
Deep Dive into the Java Virtual Machine (JVM) Internals

Deep Dive into the Java Virtual Machine (JVM) Internals

TheJVMenablesJava'sperformance,memorymanagement,andcross-platformcapabilitiesthroughitscorecomponents:1)Classloaders(Bootstrap,Extension,Application)load.classfilesintotheMethodArea,storingclassmetadataandconstants;2)RuntimeDataAreasincludetheHeap(fo

Aug 05, 2025 pm 12:25 PM
java jvm
How do I fix 'Autoload error' after installing packages with Composer?

How do I fix 'Autoload error' after installing packages with Composer?

When encountering Composer's "Autoloaderror", the first thing to do is to clarify the core of the problem: PHP cannot find the required class through automatic loading. The following are the solutions: 1. Run composerdump-autoload to regenerate the automatic loading file, and clear the cache if necessary; 2. Check whether the case of the class name and file path match, especially on case-sensitive systems; 3. Check the PSR-4 automatic loading configuration in composer.json to ensure that the namespace and directory path are correct; 4. Try to uninstall and reinstall the problem package or clean the vendor directory and then reinstall it; 5. Troubleshoot duplicate class names or conflicting files. In most cases

Aug 05, 2025 pm 12:19 PM
composer
PHP Array Destructuring: From `list()` to Modern Syntactic Sugar

PHP Array Destructuring: From `list()` to Modern Syntactic Sugar

PHP array deconstruction has evolved from the early list() to a more concise [] syntax, improving code readability and flexibility. 1. From PHP 7.1, it supports the use of [] instead of list() for index array deconstruction; 2. It also supports deconstructing associated arrays through the ['key'=>$var] syntax; 3. It can be nested and deconstructed and skipped irrelevant elements; 4. It allows setting default values to avoid missing key warnings; 5. It is widely applicable to function return values, form processing and loop scenarios; modern PHP recommends using [] syntax to replace traditional access methods to make the code clearer and more complete.

Aug 05, 2025 pm 12:02 PM
PHP Access Arrays
Oracle SQL Trace and TKPROF for Performance Analysis

Oracle SQL Trace and TKPROF for Performance Analysis

How to enable SQLTrace? 1. Enable for the current session: Use ALTERSESSIONSETSQL_TRACE=TRUE; 2. Enable for other sessions: Specify sid and serial_num through DBMS_SESSION.SET_SQL_TRACE_FOR_SESSION; 3. Global Enable: Modify the initialization parameter file to set SQL_TRACE=TRUE, but it is not recommended. Trace needs to be turned off after use. TKPROF is used to convert the original trace file generated by SQLTrace into more readable text output. Common commands such as tkproftracefile.trcoutput.txt.

Aug 05, 2025 pm 12:01 PM
Understanding Prototypal Inheritance in JavaScript: `__proto__` vs. `prototype`

Understanding Prototypal Inheritance in JavaScript: `__proto__` vs. `prototype`

Thekeydifferenceisthatprototypeisapropertyonfunctionsusedtocreatenewobjects'prototypes,whileprotoistheactualprototypelinkonallobjectspointingtotheirprototype;1.prototypeexistsonlyonfunctionsandservesastheblueprintforobjectscreatedwithnew;2.protoexist

Aug 05, 2025 am 11:56 AM
Prototype inheritance
Understanding RAID Configurations on a Linux Server

Understanding RAID Configurations on a Linux Server

RAIDimprovesstorageperformanceandreliabilityonLinuxserversthroughvariousconfigurations;RAID0offersspeedbutnoredundancy;RAID1providesmirroringforcriticaldatawith50?pacityloss;RAID5supportssingle-drivefailuretoleranceusingparityandrequiresatleastthre

Aug 05, 2025 am 11:50 AM
linux raid
What is a Virtual Machine and Why Would You Use One?

What is a Virtual Machine and Why Would You Use One?

Avirtualmachine(VM)isasoftware-basedemulationofaphysicalcomputerthatrunsanoperatingsystemandapplicationsinisolationonahostmachineusingahypervisor.1.ItallowsrunningmultipleoperatingsystemslikeWindows,Linux,andmacOSsimultaneously,enablingdeveloperstote

Aug 05, 2025 am 11:27 AM
A Guide to Linux System Call Tracing

A Guide to Linux System Call Tracing

Strace is suitable for fast debugging program behavior, which can track system calls and parameters and return values. Common options include -p, -f, -e, -o and -T, but the performance overhead is high; 2.ltrace is used to track dynamic library function calls, supplementing the shortcomings of strace, and helping analyze programs' blocking or performance problems in library functions; 3. perftrace is a more efficient strace alternative, based on ftrace, with low performance overhead, supporting event statistics and script analysis, suitable for performance-sensitive environments; 4. bpftrace and BCC are based on eBPF, supporting advanced customized tracking, which can realize conditional filtering, aggregation statistics and kernel-level monitoring, suitable for short-term diagnosis in production environments; tools should be selected according to scenarios: s

Aug 05, 2025 am 11:16 AM
How to Build and Publish a Reusable npm Package with TypeScript

How to Build and Publish a Reusable npm Package with TypeScript

Set the project structure and initialize npm and TypeScript configurations to ensure that tsconfig.json correctly configures outDir, rootDir, declaration and emitDeclarationOnly and other key options; 2. Configure package.json, set the main and types fields to point to the output files in dist, only publish the dist directory through files restrictions, and use prepublishOnly scripts to ensure automatic construction before release; 3. Compile TypeScript into JavaScript and type definition files through the npmrunbuild command, and output to the dist directory; 4

Aug 05, 2025 am 11:11 AM
NPM包
How does a client discover the new master after a Sentinel failover?

How does a client discover the new master after a Sentinel failover?

TofindthenewmasterafteraRedisSentinelfailover,clientsmustuseaSentinel-awarelibrary,provideSentineladdressesandthemastergroupname,detectconnectionbreakstore-querySentinels,optionallylistentopub/subeventslike switch-master,andcarefullymanageDNSorproxyl

Aug 05, 2025 am 11:07 AM
sentinel failover
Building Trading Bots with Python

Building Trading Bots with Python

The key to building a trading robot is to clarify the strategy, choose the appropriate API, backtest verification and risk control processing. First, to determine the type of trading strategy such as trend tracking or grid trading, it is recommended to start with moving average strategies; second, use libraries such as ccxt or binance.py to connect to the exchange API, pay attention to permissions and frequency limitations; third, use tools such as backtrader to perform backtesting and simulate transactions to verify the stability of the strategy; finally, add risk control measures such as exception capture and circuit breaker mechanism to ensure the reliable operation of the system.

Aug 05, 2025 am 11:02 AM
Optimizing Resource-Intensive Tasks with a Post-Condition Check in do-while

Optimizing Resource-Intensive Tasks with a Post-Condition Check in do-while

Use do-while to loop to process resource-intensive tasks because it ensures that the task is executed at least once and decides whether to continue based on the runtime results. 1. This mode is suitable for scenarios where the exit condition depends on the operation result, such as knowing whether there is more work after the first attempt; 2. Polling when the service is not ready at the beginning but may resume; 3. Processing data in batches and knowing whether it needs to continue after processing; 4. When implementing, it is necessary to combine exponential backoffs, retry limits, resource cleaning and logging to optimize performance; 5. Not suitable for situations where conditions can be judged in advance, tasks are lightweight, or non-idempotent operations are performed, so when "execute first, then judge", do-while is the best choice.

Aug 05, 2025 am 10:45 AM
PHP do while Loop
JavaScript's V8 Engine Explained: From Source Code to Machine Code

JavaScript's V8 Engine Explained: From Source Code to Machine Code

V8doesnotcompileJavaScriptaheadoftime;itusesajust-in-time(JIT)approach.1.ParsesourcecodeintoAST.2.GeneratebytecodeviaIgnitioninterpreter.3.Executebytecodewhilecollectingruntimetypefeedback.4.Identifyfrequentlycalled"hot"functions.5.Optimize

Aug 05, 2025 am 10:41 AM
v8 engine
A Comprehensive Guide to the Java Stream API

A Comprehensive Guide to the Java Stream API

JavaStreamAPIprovidesadeclarative,functionalapproachtoprocessdatasequenceswithoutmodifyingthesource.2.Streamsarecreatedfromcollections,arrays,orusingStream.of()andsupportinfinitestreamsviaiterate()orgenerate().3.Intermediateoperationslikefilter,map,a

Aug 05, 2025 am 10:33 AM
programming
Mastering Custom React Hooks for Reusable Logic

Mastering Custom React Hooks for Reusable Logic

An excellent custom ReactHook should focus on a single function, be reusable, behaviour predictable and properly handle side effects. Common good practices include naming with use prefix, avoiding unnecessary rerendering, handling boundary situations and being tested independently. 1. The local storage logic can be encapsulated as useLocalStorage to achieve state persistence; 2. Use useForm to uniformly manage form state, changes and submissions; 3. Encapsulate loading, errors and cancel logic in data acquisition through useFetch, thereby improving code reusability and maintainability, and ultimately making components simpler and more scalable applications.

Aug 05, 2025 am 10:28 AM
Debugging Goroutine Leaks in Go

Debugging Goroutine Leaks in Go

Goroutine leak refers to the continuous blocking of Goroutine because it cannot exit, resulting in the resource being unable to be released. It is common in channel operation blocking, infinite loops without exit, defer not executed, context not cancellation, etc.; 1. Use runtime.NumGoroutine() to compare the number before and after, and can be initially detected; 2. Analyze the Goroutine stack positioning blocking function through pprof; common scenarios include sending data to the channel without receiver, the channel not closed, the channel not passed in the context not passed, and the defer not executed due to early return; the repair methods are to use buffered channel or select d

Aug 05, 2025 am 10:27 AM
Asynchronous Programming in Java with CompletableFuture

Asynchronous Programming in Java with CompletableFuture

CompletableFuture is a core asynchronous programming tool introduced by Java 8, supporting non-blocking operations, chain calls, exception handling and task combination; 2. Asynchronous tasks can be created through supplyAsync, thenApply/thenAccept/thenRun implements chain operations, where thenApplyAsync can specify thread pool execution; 3. Use thenCombine to merge two Future results, thenCompose flat nested Future, allOf waits for all tasks to complete, and anyOf to respond if any completes; 4. Exception handling is recommended to recover exceptionally, handle

Aug 05, 2025 am 10:20 AM
JavaScript Decorators: A Look into the Future of Metaprogramming

JavaScript Decorators: A Look into the Future of Metaprogramming

JavaScriptdecoratorsarefunctionsthatmodifyorenhanceclassesandclassmembersusingthe@syntax,enablingmetaprogrammingbyallowingdeveloperstodeclarativelycustomizebehavioratdefinitiontime;1.Theyworkbyinterceptingclasselementslikemethodsorfields,asshownwith@

Aug 05, 2025 am 10:14 AM
Server-Side Rendering (SSR) vs. Static Site Generation (SSG) in Next.js

Server-Side Rendering (SSR) vs. Static Site Generation (SSG) in Next.js

SSG generates static pages during construction, suitable for scenes where content is fixed, pursuing performance and SEO, and is implemented through getStaticProps and getStaticPaths, and supports ISR incremental updates; 2. SSR dynamically renders the server on each request, suitable for personalized and real-time data scenarios, and is implemented through getServerSideProps, and the content is real-time but the server is under great pressure; 3. Selection basis: whether the content is public and static, select SSG and SSR dynamically; 4.Next.js supports mixed use, and you can independently select SSG or SSR according to the page, taking into account performance and flexibility to achieve the optimal rendering strategy.

Aug 05, 2025 am 10:11 AM
A Comparison of Linux Desktop Environments: GNOME vs. KDE vs. XFCE

A Comparison of Linux Desktop Environments: GNOME vs. KDE vs. XFCE

ChooseGNOMEforaclean,macOS-likeexperiencewithminimaldistractions,idealformodernhardwareandusersprioritizingsimplicity.2.ChooseKDEPlasmaforextensivecustomizationandfeature-richintegration,perfectforpoweruserswantingfullcontrolwithoutmajorperformanceco

Aug 05, 2025 am 10:10 AM
How do I disable specific Sublime Text packages?

How do I disable specific Sublime Text packages?

To disable a specific package in SublimeText, use the command panel or edit the settings file. 1. Use the command panel: Open the command panel (Ctrl Shift P/Cmd Shift P), enter "disablepackage" and select "PackageControl:DisablePackage", and then select the package you want to disable from the list. 2. Edit the settings file: Go to Preferences>Settings, add or modify the "ignored_packages" array in the user settings, and put the package name to be disabled as a string. 3. Check the package status: enter "ListP" through the command panel

Aug 05, 2025 am 10:05 AM
Memory Management and Performance Pitfalls of PHP Nested Arrays

Memory Management and Performance Pitfalls of PHP Nested Arrays

DeeplynestedarraysinPHPcausehighmemoryoverheadduetozvalandhashtablemetadata,soflattendataoruseobjectswhenpossible;2.Copy-on-writecantriggerunintendeddeepcopiesofnestedarraysduringmodification,souseobjectsforreference-likebehaviortoavoidduplication;3.

Aug 05, 2025 am 09:42 AM
PHP Multidimensional Arrays
Applying CSS Transform properties for 2D and 3D effects

Applying CSS Transform properties for 2D and 3D effects

The transform attribute of CSS achieves rich visual effects through 2D and 3D transformations. 1. Common 2DTransforms include translation, scale, rotation and skew, such as translate(10px, 20px), scale(1.5), rotate(45deg), skew(10deg, 20deg), multiple functions can be used in combination, and the execution order is from right to left; 2. To implement 3DTransform, you need to enable 3D space (perspective), use translateZ(), rotateX(), and rotateY(

Aug 05, 2025 am 09:41 AM
The Module Pattern in JavaScript: A Practical Guide

The Module Pattern in JavaScript: A Practical Guide

ThemodulepatterninjavascriptsolvestheProbllobalscopepollutionandandandandandandandandandlackofencapsulation byusingClosuresandiifestocreatePrivat EvariaBlesandExPosonTrolledPublicapi; 1) IthidesInternal DataStusersandvalidatenamewithinacloslosloslosloslosloslus

Aug 05, 2025 am 09:37 AM
Java Exception Handling Best Practices

Java Exception Handling Best Practices

Use checked exceptions to indicate recovery errors, and unchecked exceptions to indicate programming errors; 2. After catching exceptions, they must be processed, recorded or re-throwed, and must not be ignored; 3. Throw exceptions as soon as possible when errors occur, and delay capture at the top of the call chain; 4. Provide clear context information when throwing exceptions to avoid vague descriptions; 5. Use try-with-resources to automatically manage resource closure to prevent resource leakage; 6. Avoid catching broad exceptions such as Exception or Throwable, and specific exception types should be captured; 7. Custom exceptions should contain semantic error information and context data; 8. Exceptions should not be used to control normal program flow to avoid performance losses; 9. Record exceptions

Aug 05, 2025 am 09:26 AM
java programming
Demystifying the `while ($line = ...)` Idiom in PHP

Demystifying the `while ($line = ...)` Idiom in PHP

Thewhile($line=fgets($file))patternisnotatypobutadeliberateidiomwhereassignmentreturnstheassignedvalue,whichisevaluatedfortruthinessintheloopcondition.2.Theloopcontinuesaslongasfgets()returnsatruthyvalue(i.e.,avalidline,evenifit'sanemptyor"0&quo

Aug 05, 2025 am 09:20 AM
PHP while Loop
How to use `debugfs` for filesystem debugging

How to use `debugfs` for filesystem debugging

To troubleshoot Linux file system problems such as inode corruption, file loss or metadata exception, use the debugfs tool. 1. After determining the device path, enter the debugfs interactive interface; 2. Use the stat and blocks commands to view the inode and block information; 3. For error-delete files, find their inode and judge the status and restore them; 4. Master common commands such as open, close, and quit and pay attention to operational safety. Each step of change should be recorded carefully when using it and it is recommended to practice in a test environment to avoid risks.

Aug 05, 2025 am 09:19 AM
How to Set Up an NFS Server and Client on Linux

How to Set Up an NFS Server and Client on Linux

TosetupanNFSserverandclientonLinux,firstinstallnfs-kernel-serverontheserverandnfs-commonontheclient;second,configuretheexportbyaddingtheshareddirectoryandclientpermissionsin/etc/exportsandrunsudoexportfs-afollowedbyrestartingtheNFSservice;third,onthe

Aug 05, 2025 am 09:14 AM