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What is the difference between multiprocessing and multithreading in Python?

What is the difference between multiprocessing and multithreading in Python?

MultiprocessingachievestrueparallelismbyrunningseparateprocesseswithindependentmemoryandPythoninterpreters,bypassingtheGILandmakingitidealforCPU-intensivetasksdespitehigheroverhead.2.Multithreadingenablesconcurrentexecutionwithinasingleprocessusingsh

Aug 06, 2025 am 09:50 AM
how to fix win 10 blue screen 'system_thread_exception_not_handled' (atikmdag.sys)

how to fix win 10 blue screen 'system_thread_exception_not_handled' (atikmdag.sys)

Update or reinstall the AMD graphics card driver, uninstall it through the Device Manager and use the latest driver on the official website for clean installation; 2. Use the DDU tool to completely clear the residual driver in safe mode and then reinstall it; 3. Make sure that the Windows system is updated to the latest and confirm that the graphics card is still supported by AMD; 4. Turn off overclocking and restore the GPU settings to the default frequency; 5. Run memory, disk and system integrity checks, and monitor the GPU temperature; 6. If there is an integrated graphics card, you can temporarily switch the test to confirm the source of the problem; 7. If the above is invalid, perform a clean Windows system installation. This blue screen problem is mostly caused by the driver, and 90% of the situation can be solved by thoroughly cleaning and reinstalling the driver.

Aug 06, 2025 am 09:49 AM
js get unique values from an array

js get unique values from an array

Using Set and extension operators is the most common way to get the unique value of an array. 1. For basic type values such as numbers, strings, etc., you can directly use [...newSet(array)] to remove duplication; 2. For object arrays, you need to deduplicate according to the specified attributes (such as id) through Map, and use the uniqueness of the mapping key to retain the unique object; 3. Avoid using filter combined with indexOf in large arrays, because its performance is low. This method is efficient and concise, and is suitable for most deduplication scenarios.

Aug 06, 2025 am 09:48 AM
How to gracefully shut down an HTTP server in Go

How to gracefully shut down an HTTP server in Go

Use the http.Server.Shutdown() method to achieve elegant shutdown of HTTP servers in Go, 1. Listen to os.Interrupt and syscall.SIGTERM signals through signal.Notify; 2. Create a context with timeout (such as 10 seconds) after receiving the signal; 3. Call server.Shutdown(ctx) to stop receiving new requests and allow ongoing requests to be completed; 4. If the timeout is not completed, call server.Close() to force shutdown; 5. Log last and exit securely. This method ensures that the service remains reliable during deployment or restart to avoid interrupting the request being processed.

Aug 06, 2025 am 09:46 AM
How to fix Windows Update stuck at 0% or 100%?

How to fix Windows Update stuck at 0% or 100%?

TofixWindowsUpdatestuckat0%or100%,firstrestarttheWindowsUpdate,BITS,CryptographicServices,andWindowsModuleInstallerservicesviaservices.msc;second,runthebuilt-inWindowsUpdateTroubleshooterfromSettings>Update&Security>Troubleshoot;third,renam

Aug 06, 2025 am 09:45 AM
repair
How to stop getting email notifications from Facebook

How to stop getting email notifications from Facebook

LogintoFacebook,gotoSettings&Privacy>Settings>Notifications>Email,andadjusteachnotificationtypetoImmediate,DailyDigest,WeeklyDigest,orOff.2.ClicktheUnsubscribelinkatthebottomofanyFacebookemailtostopthatspecifictype.3.Todisableallnon-esse

Aug 06, 2025 am 09:44 AM
facebook E-mail notification
What is the Observer design pattern and how can it be implemented in Java?

What is the Observer design pattern and how can it be implemented in Java?

TheObserverdesignpatternenablesautomaticnotificationofstatechangesfromasubjecttomultipleobservers,ensuringconsistencywithouttightcoupling.1.Thesubjectmaintainsalistofobserversandnotifiesthemwhenitsstatechanges.2.Observersregisterwiththesubjectandimpl

Aug 06, 2025 am 09:41 AM
java Design Patterns
How to use the logging module for logging in Python?

How to use the logging module for logging in Python?

Python's logging module effectively tracks program events by flexibly configuring log levels, formats, and output targets. 1. Use logging.basicConfig() to quickly configure basic logs, but only the first call is valid; 2. Large applications should use logging.getLogger(__name__) to create named loggers to track the source; 3. Logs can be written to files through FileHandler; 4. Supports multiprocessors, such as output to files and consoles at the same time, and sets different levels respectively; 5. Log levels from low to high are DEBUG, INFO, WARNING, ERROR, CRITICAL, and sets visibility as needed; 6. Best practical

Aug 06, 2025 am 09:40 AM
python log
How to format HTML in VSCode with Prettier

How to format HTML in VSCode with Prettier

Install Prettier extension: Open the extension panel in VSCode, search for and install the "Prettier-Codeformatter" published by esbenp. 2. Set Prettier as the default HTML formatting tool: Right-click the HTML file, select "FormatDocumentWith...", select Prettier and set as default. 3. Enable automatic formatting when saving: enable "Editor:FormatOnSave" in settings or add "editor.formatOnSave":true in settings. 4. Optionally, by creating

Aug 06, 2025 am 09:39 AM
vscode html
How to install Composer on Mac?

How to install Composer on Mac?

TherecommendedwaytoinstallComposeronMacisviaHomebrew.1.InstallHomebrewbyrunning/bin/bash-c"$(curl-fsSLhttps://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"inTerminal.2.InstallComposerusingbrewinstallcomposer.3.Verifytheinstal

Aug 06, 2025 am 09:38 AM
How can a Python script check if it is running with administrator or root privileges?

How can a Python script check if it is running with administrator or root privileges?

Useos.geteuid()==0tocheckforrootprivilegesonUnix-likesystems.2.Usectypes.windll.shell32.IsUserAnAdmin()tocheckforadministratorprivilegesonWindows.3.Combinebothchecksinacross-platformfunctionusingos.name=='nt'todeterminetheoperatingsystem.4.Avoidunrel

Aug 06, 2025 am 09:37 AM
how to use promises in js

how to use promises in js

Promise is a JavaScript object that handles asynchronous operations. 1. It has three states: pending, fulfilled and rejected; 2. Created with newPromise(resolve, reject) and called resolve or reject based on the result; 3. Processing through .then() is successful, .catch() is failed, and data can be passed chain; 4. Use async/await to write asynchronous code in synchronous syntax. You need to use await in the async function and use try...catch to catch errors; 5. Common Promise methods include Promise.resolve()

Aug 06, 2025 am 09:36 AM
My keyboard works in BIOS but not in Windows

My keyboard works in BIOS but not in Windows

Thekeyboardissueissoftware-related,nothardware—startbydisablingFastStartupviaPowerOptions.2.CheckDeviceManagerfordriverissues:updateorreinstallthekeyboarddriver.3.TestinSafeModetoruleoutsoftwareconflictsormalware.4.DisableFilterKeysorotheraccessibili

Aug 06, 2025 am 09:35 AM
Troubleshooting sound and audio issues in Windows

Troubleshooting sound and audio issues in Windows

Checkvolumelevels,correctoutputdevice,testwithdifferentaudiodevices,andensuresecurephysicalconnections.2.RunWindowsAudioTroubleshooterviaSettingstoautomaticallydetectandfixcommonissues.3.UpdateorreinstallaudiodriversthroughDeviceManagerordownloadthel

Aug 06, 2025 am 09:34 AM
What are the best practices for error handling in Go?

What are the best practices for error handling in Go?

AlwayscheckerrorsexplicitlyinGosinceerrorsarevalues,notexceptions,andignoringthemcanleadtosilentfailures.2.UsesentinelerrorslikevarErrNotFound=errors.New("itemnotfound")andcheckwitherrors.Is(err,ErrNotFound)forpredictableerrorconditions.3.W

Aug 06, 2025 am 09:33 AM
go Error handling
What is a thread-safe way to share data in Python?

What is a thread-safe way to share data in Python?

Usethreading.Locktoensureonlyonethreadaccessesshareddataatatime,preventingraceconditionsduringmodifications.2.Usequeue.Queueforthread-safedataexchange,especiallyinproducer-consumerscenarios,asithandleslockinginternally.3.Usethreading.local()toprovide

Aug 06, 2025 am 09:31 AM
What is the cite attribute used for?

What is the cite attribute used for?

TheciteattributeinHTMLspecifiestheURLofthesourceforquotedcontentandisusedwithelementslikeand;1.Itprovidesasemantic,machine-readablelinktotheoriginalsource;2.TheURLisnotdisplayedbydefaultbutcanbeaccessedbyscreenreadersandsearchengines;3.Itenhancesacce

Aug 06, 2025 am 09:28 AM
html Quote
How to change screen resolution in Windows 11

How to change screen resolution in Windows 11

TochangescreenresolutioninWindows11,1.Right-clickthedesktopandselectDisplaysettings.2.ScrolltotheDisplayresolutionsectionunderScale&layout.3.ClicktheResolutiondropdownandchoosetheoptionlabeled(Recommended).4.ClickKeepchangesifthedisplaylooksgood;

Aug 06, 2025 am 09:27 AM
Screen Resolution
How to fix 'Windows couldn't automatically bind the IP protocol stack' error?

How to fix 'Windows couldn't automatically bind the IP protocol stack' error?

TheerroroccursduetoTCP/IPstackcorruptionaftersystemchanges;2.OpenSettingswithWindows I,gotoSystem>Troubleshoot>Othertroubleshooters,runtheNetworkAdaptertroubleshooterandapplyfixes;3.ResettheTCP/IPstackviaCommandPromptusingthenetshcommand,whichi

Aug 06, 2025 am 09:26 AM
What is the purpose of the reduce method in JavaScript?

What is the purpose of the reduce method in JavaScript?

ThereducemethodinJavaScriptisusedtocondenseanarrayintoasinglevaluebyapplyingafunctiontoeachelement,accumulatingtheresult;1.Itworksbytakingacallbackfunctionandanoptionalinitialvalue,wherethecallbackreceivestheaccumulator,currentelement,index,andorigin

Aug 06, 2025 am 09:25 AM
C   std::variant visitor example

C std::variant visitor example

To use std::variant to operate its value in const mode, it must be called through std::visit; 1. All types can be processed concisely with generic lambda; 2. You can define the structure of overloading operator() to implement custom logic; 3. Modify the variable content through non-const reference parameters; 4. Support access to multiple variants at the same time, and all types combinations need to be processed, otherwise the compilation will fail. This is a modern C solution that replaces traditional union with type safety.

Aug 06, 2025 am 09:24 AM
c++
File Explorer Not Responding or Freezing [Solved]

File Explorer Not Responding or Freezing [Solved]

RestartWindowsExplorerviaTaskManagertoresolvetemporaryfreezes.2.RunSFCandDISMtorepaircorruptedsystemfiles.3.UseShellExViewtodisableproblematicthird-partyshellextensionslikethosefromcloudstorageorantivirusprograms.4.ClearFileExplorerhistoryandresetfol

Aug 06, 2025 am 09:23 AM
my win 10 pc's bluetooth is on but not discoverable

my win 10 pc's bluetooth is on but not discoverable

First enable the option "Allow Bluetooth devices to find this computer" in the settings; 2. Enter the pairing mode by clicking "Add Bluetooth or other devices" to make the PC discovery; 3. Update or reinstall the Bluetooth driver; 4. Make sure that the Bluetooth support service is started and the startup type is set to automatic; 5. Run the built-in Bluetooth troubleshooting tool for the system; 6. Check and install the latest Windows updates. The most critical step is to enable the setting of "Allow Bluetooth devices to find this computer". Most problems are caused by this. After completion, the device is actively added from the PC side to ensure successful pairing. The whole process is simple but attention should be paid to details, and the problem can usually be solved.

Aug 06, 2025 am 09:21 AM
Bluetooth
What is the message request spam folder in Messenger

What is the message request spam folder in Messenger

ThemessagerequestspamfolderinFacebookMessengeriswheresuspiciousmessagesfromnon-friendsareautomaticallyfiltered;1.Messagesfromnon-friendsgotoMessageRequestsandmaybemovedtoSpamiftheycontainlinks,repetitivetext,orscam-likecontent;2.Tofindit,openMessenge

Aug 06, 2025 am 09:20 AM
How to use watchEffect in Vue 3?

How to use watchEffect in Vue 3?

watchEffect is used in Vue3 to automatically track responsive dependencies and perform side effects. Its core advantage is that it is automatic dependency collection without manually specifying the listening source. 1. It executes the incoming function immediately and automatically tracks the responsive data (such as ref, reactive) accessed in it, and re-executes when these data change. 2. Suitable for synchronization logic, automatic synchronization calculation (such as fullName dependency on firstName and lastName), and initialization side effects (such as logs and DOM updates). 3. Support asynchronous operations, but need to be cleaned with onInvalidate to avoid race conditions, such as using AbortController to interrupt outdated requests. 4. Can be passed

Aug 06, 2025 am 09:18 AM
Vue 3
How to fix the 'KMODE EXCEPTION NOT HANDLED' blue screen error in Windows

How to fix the 'KMODE EXCEPTION NOT HANDLED' blue screen error in Windows

BootintoSafeModebyrestartingandusingAdvancedStartupOptionstoaccessStartupSettings,thenenableSafeModewithnetworkingorwithout.2.UpdateorrollbackdriversthroughDeviceManager,focusingongraphics,antivirus,andstoragedrivers,ordownloadupdatedversionsfrommanu

Aug 06, 2025 am 09:17 AM
How to change font in WhatsApp

How to change font in WhatsApp

Useasterisksforbold,underscoresforitalic,tildesforstrikethrough,andbackticksformonospacetoapplyWhatsApp’sbuilt-intextformatting.2.Forfancierstyleslikecursiveorgothic,visittrustedUnicodegeneratorslikeLingoJamorYayText,chooseastyle,copythetext,andpaste

Aug 06, 2025 am 09:16 AM
font whatsapp
how to fix win 10 blue screen 'pfn_list_corrupt'

how to fix win 10 blue screen 'pfn_list_corrupt'

RestartyourPCtocheckiftheissueisatemporaryglitch.2.RunWindowsMemoryDiagnostic(mdsched.exe)totestforfaultyRAMandreplaceanydefectivesticks.3.Usesfc/scannowandDISM/Online/Cleanup-Image/RestoreHealthtorepaircorruptedsystemfiles.4.Updateorrollbackproblema

Aug 06, 2025 am 09:15 AM
blue screen repair
How to fix the Wi-Fi option missing from settings in Windows?

How to fix the Wi-Fi option missing from settings in Windows?

First,disableAirplaneModeviaActionCenterorSettingstorestoretheWi-Fioption.2.Next,enabletheWi-FiadapterinNetworkAdaptersettingsifit’sdisabled.3.Then,updateorreinstalltheWi-FidriverthroughDeviceManager,ordownloaditfromthemanufacturer’swebsiteifneeded.4

Aug 06, 2025 am 09:14 AM
The Complete Guide to Using a Keyboard and Mouse for PS4 Gaming

The Complete Guide to Using a Keyboard and Mouse for PS4 Gaming

UsingakeyboardandmouseonPS4ispossiblebutnotofficiallysupportedbySonyforallgames.2.WiredkeyboardsandmicecanbepluggeddirectlyintoUSBports,whilewirelessdevicesrequirecompatibleUSBdonglesorBluetoothHIDsupport.3.InputfunctionalitymustbetestedinthePS4menut

Aug 06, 2025 am 09:13 AM