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*.exe
*.exe~
*.dll
*.so
*.dylib
*.test
*.out
*.log
*.txt
tmp/
.claude/
.vscode/
build/bin
frontend/node_modules
frontend/dist
nn/dataset/*
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# README
## About
This is the official Wails Preact-TS template.
You can configure the project by editing `wails.json`. More information about the project settings can be found
here: https://wails.io/docs/reference/project-config
## Live Development
To run in live development mode, run `wails dev` in the project directory. This will run a Vite development
server that will provide very fast hot reload of your frontend changes. If you want to develop in a browser
and have access to your Go methods, there is also a dev server that runs on http://localhost:34115. Connect
to this in your browser, and you can call your Go code from devtools.
## Building
To build a redistributable, production mode package, use `wails build`.
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package main
import (
"context"
"fmt"
)
// App struct
type App struct {
ctx context.Context
}
// NewApp creates a new App application struct
func NewApp() *App {
return &App{}
}
// startup is called when the app starts. The context is saved
// so we can call the runtime methods
func (a *App) startup(ctx context.Context) {
a.ctx = ctx
}
// Greet returns a greeting for the given name
func (a *App) Greet(name string) string {
return fmt.Sprintf("Hello %s, It's show time!", name)
}
func (a *App) Login() string {
println("1111")
return ""
}
func (a *App) Register() string {
println("1111")
return ""
}
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# Build Directory
The build directory is used to house all the build files and assets for your application.
The structure is:
* bin - Output directory
* darwin - macOS specific files
* windows - Windows specific files
## Mac
The `darwin` directory holds files specific to Mac builds.
These may be customised and used as part of the build. To return these files to the default state, simply delete them
and
build with `wails build`.
The directory contains the following files:
- `Info.plist` - the main plist file used for Mac builds. It is used when building using `wails build`.
- `Info.dev.plist` - same as the main plist file but used when building using `wails dev`.
## Windows
The `windows` directory contains the manifest and rc files used when building with `wails build`.
These may be customised for your application. To return these files to the default state, simply delete them and
build with `wails build`.
- `icon.ico` - The icon used for the application. This is used when building using `wails build`. If you wish to
use a different icon, simply replace this file with your own. If it is missing, a new `icon.ico` file
will be created using the `appicon.png` file in the build directory.
- `installer/*` - The files used to create the Windows installer. These are used when building using `wails build`.
- `info.json` - Application details used for Windows builds. The data here will be used by the Windows installer,
as well as the application itself (right click the exe -> properties -> details)
- `wails.exe.manifest` - The main application manifest file.
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<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>CFBundlePackageType</key>
<string>APPL</string>
<key>CFBundleName</key>
<string>{{.Info.ProductName}}</string>
<key>CFBundleExecutable</key>
<string>{{.OutputFilename}}</string>
<key>CFBundleIdentifier</key>
<string>com.wails.{{.Name}}</string>
<key>CFBundleVersion</key>
<string>{{.Info.ProductVersion}}</string>
<key>CFBundleGetInfoString</key>
<string>{{.Info.Comments}}</string>
<key>CFBundleShortVersionString</key>
<string>{{.Info.ProductVersion}}</string>
<key>CFBundleIconFile</key>
<string>iconfile</string>
<key>LSMinimumSystemVersion</key>
<string>10.13.0</string>
<key>NSHighResolutionCapable</key>
<string>true</string>
<key>NSHumanReadableCopyright</key>
<string>{{.Info.Copyright}}</string>
{{if .Info.FileAssociations}}
<key>CFBundleDocumentTypes</key>
<array>
{{range .Info.FileAssociations}}
<dict>
<key>CFBundleTypeExtensions</key>
<array>
<string>{{.Ext}}</string>
</array>
<key>CFBundleTypeName</key>
<string>{{.Name}}</string>
<key>CFBundleTypeRole</key>
<string>{{.Role}}</string>
<key>CFBundleTypeIconFile</key>
<string>{{.IconName}}</string>
</dict>
{{end}}
</array>
{{end}}
{{if .Info.Protocols}}
<key>CFBundleURLTypes</key>
<array>
{{range .Info.Protocols}}
<dict>
<key>CFBundleURLName</key>
<string>com.wails.{{.Scheme}}</string>
<key>CFBundleURLSchemes</key>
<array>
<string>{{.Scheme}}</string>
</array>
<key>CFBundleTypeRole</key>
<string>{{.Role}}</string>
</dict>
{{end}}
</array>
{{end}}
<key>NSAppTransportSecurity</key>
<dict>
<key>NSAllowsLocalNetworking</key>
<true/>
</dict>
</dict>
</plist>
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<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>CFBundlePackageType</key>
<string>APPL</string>
<key>CFBundleName</key>
<string>{{.Info.ProductName}}</string>
<key>CFBundleExecutable</key>
<string>{{.OutputFilename}}</string>
<key>CFBundleIdentifier</key>
<string>com.wails.{{.Name}}</string>
<key>CFBundleVersion</key>
<string>{{.Info.ProductVersion}}</string>
<key>CFBundleGetInfoString</key>
<string>{{.Info.Comments}}</string>
<key>CFBundleShortVersionString</key>
<string>{{.Info.ProductVersion}}</string>
<key>CFBundleIconFile</key>
<string>iconfile</string>
<key>LSMinimumSystemVersion</key>
<string>10.13.0</string>
<key>NSHighResolutionCapable</key>
<string>true</string>
<key>NSHumanReadableCopyright</key>
<string>{{.Info.Copyright}}</string>
{{if .Info.FileAssociations}}
<key>CFBundleDocumentTypes</key>
<array>
{{range .Info.FileAssociations}}
<dict>
<key>CFBundleTypeExtensions</key>
<array>
<string>{{.Ext}}</string>
</array>
<key>CFBundleTypeName</key>
<string>{{.Name}}</string>
<key>CFBundleTypeRole</key>
<string>{{.Role}}</string>
<key>CFBundleTypeIconFile</key>
<string>{{.IconName}}</string>
</dict>
{{end}}
</array>
{{end}}
{{if .Info.Protocols}}
<key>CFBundleURLTypes</key>
<array>
{{range .Info.Protocols}}
<dict>
<key>CFBundleURLName</key>
<string>com.wails.{{.Scheme}}</string>
<key>CFBundleURLSchemes</key>
<array>
<string>{{.Scheme}}</string>
</array>
<key>CFBundleTypeRole</key>
<string>{{.Role}}</string>
</dict>
{{end}}
</array>
{{end}}
</dict>
</plist>
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{
"fixed": {
"file_version": "{{.Info.ProductVersion}}"
},
"info": {
"0000": {
"ProductVersion": "{{.Info.ProductVersion}}",
"CompanyName": "{{.Info.CompanyName}}",
"FileDescription": "{{.Info.ProductName}}",
"LegalCopyright": "{{.Info.Copyright}}",
"ProductName": "{{.Info.ProductName}}",
"Comments": "{{.Info.Comments}}"
}
}
}
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Unicode true
####
## Please note: Template replacements don't work in this file. They are provided with default defines like
## mentioned underneath.
## If the keyword is not defined, "wails_tools.nsh" will populate them with the values from ProjectInfo.
## If they are defined here, "wails_tools.nsh" will not touch them. This allows to use this project.nsi manually
## from outside of Wails for debugging and development of the installer.
##
## For development first make a wails nsis build to populate the "wails_tools.nsh":
## > wails build --target windows/amd64 --nsis
## Then you can call makensis on this file with specifying the path to your binary:
## For a AMD64 only installer:
## > makensis -DARG_WAILS_AMD64_BINARY=..\..\bin\app.exe
## For a ARM64 only installer:
## > makensis -DARG_WAILS_ARM64_BINARY=..\..\bin\app.exe
## For a installer with both architectures:
## > makensis -DARG_WAILS_AMD64_BINARY=..\..\bin\app-amd64.exe -DARG_WAILS_ARM64_BINARY=..\..\bin\app-arm64.exe
####
## The following information is taken from the ProjectInfo file, but they can be overwritten here.
####
## !define INFO_PROJECTNAME "MyProject" # Default "{{.Name}}"
## !define INFO_COMPANYNAME "MyCompany" # Default "{{.Info.CompanyName}}"
## !define INFO_PRODUCTNAME "MyProduct" # Default "{{.Info.ProductName}}"
## !define INFO_PRODUCTVERSION "1.0.0" # Default "{{.Info.ProductVersion}}"
## !define INFO_COPYRIGHT "Copyright" # Default "{{.Info.Copyright}}"
###
## !define PRODUCT_EXECUTABLE "Application.exe" # Default "${INFO_PROJECTNAME}.exe"
## !define UNINST_KEY_NAME "UninstKeyInRegistry" # Default "${INFO_COMPANYNAME}${INFO_PRODUCTNAME}"
####
## !define REQUEST_EXECUTION_LEVEL "admin" # Default "admin" see also https://nsis.sourceforge.io/Docs/Chapter4.html
####
## Include the wails tools
####
!include "wails_tools.nsh"
# The version information for this two must consist of 4 parts
VIProductVersion "${INFO_PRODUCTVERSION}.0"
VIFileVersion "${INFO_PRODUCTVERSION}.0"
VIAddVersionKey "CompanyName" "${INFO_COMPANYNAME}"
VIAddVersionKey "FileDescription" "${INFO_PRODUCTNAME} Installer"
VIAddVersionKey "ProductVersion" "${INFO_PRODUCTVERSION}"
VIAddVersionKey "FileVersion" "${INFO_PRODUCTVERSION}"
VIAddVersionKey "LegalCopyright" "${INFO_COPYRIGHT}"
VIAddVersionKey "ProductName" "${INFO_PRODUCTNAME}"
# Enable HiDPI support. https://nsis.sourceforge.io/Reference/ManifestDPIAware
ManifestDPIAware true
!include "MUI.nsh"
!define MUI_ICON "..\icon.ico"
!define MUI_UNICON "..\icon.ico"
# !define MUI_WELCOMEFINISHPAGE_BITMAP "resources\leftimage.bmp" #Include this to add a bitmap on the left side of the Welcome Page. Must be a size of 164x314
!define MUI_FINISHPAGE_NOAUTOCLOSE # Wait on the INSTFILES page so the user can take a look into the details of the installation steps
!define MUI_ABORTWARNING # This will warn the user if they exit from the installer.
!insertmacro MUI_PAGE_WELCOME # Welcome to the installer page.
# !insertmacro MUI_PAGE_LICENSE "resources\eula.txt" # Adds a EULA page to the installer
!insertmacro MUI_PAGE_DIRECTORY # In which folder install page.
!insertmacro MUI_PAGE_INSTFILES # Installing page.
!insertmacro MUI_PAGE_FINISH # Finished installation page.
!insertmacro MUI_UNPAGE_INSTFILES # Uinstalling page
!insertmacro MUI_LANGUAGE "English" # Set the Language of the installer
## The following two statements can be used to sign the installer and the uninstaller. The path to the binaries are provided in %1
#!uninstfinalize 'signtool --file "%1"'
#!finalize 'signtool --file "%1"'
Name "${INFO_PRODUCTNAME}"
OutFile "..\..\bin\${INFO_PROJECTNAME}-${ARCH}-installer.exe" # Name of the installer's file.
InstallDir "$PROGRAMFILES64\${INFO_COMPANYNAME}\${INFO_PRODUCTNAME}" # Default installing folder ($PROGRAMFILES is Program Files folder).
ShowInstDetails show # This will always show the installation details.
Function .onInit
!insertmacro wails.checkArchitecture
FunctionEnd
Section
!insertmacro wails.setShellContext
!insertmacro wails.webview2runtime
SetOutPath $INSTDIR
!insertmacro wails.files
CreateShortcut "$SMPROGRAMS\${INFO_PRODUCTNAME}.lnk" "$INSTDIR\${PRODUCT_EXECUTABLE}"
CreateShortCut "$DESKTOP\${INFO_PRODUCTNAME}.lnk" "$INSTDIR\${PRODUCT_EXECUTABLE}"
!insertmacro wails.associateFiles
!insertmacro wails.associateCustomProtocols
!insertmacro wails.writeUninstaller
SectionEnd
Section "uninstall"
!insertmacro wails.setShellContext
RMDir /r "$AppData\${PRODUCT_EXECUTABLE}" # Remove the WebView2 DataPath
RMDir /r $INSTDIR
Delete "$SMPROGRAMS\${INFO_PRODUCTNAME}.lnk"
Delete "$DESKTOP\${INFO_PRODUCTNAME}.lnk"
!insertmacro wails.unassociateFiles
!insertmacro wails.unassociateCustomProtocols
!insertmacro wails.deleteUninstaller
SectionEnd
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# DO NOT EDIT - Generated automatically by `wails build`
!include "x64.nsh"
!include "WinVer.nsh"
!include "FileFunc.nsh"
!ifndef INFO_PROJECTNAME
!define INFO_PROJECTNAME "{{.Name}}"
!endif
!ifndef INFO_COMPANYNAME
!define INFO_COMPANYNAME "{{.Info.CompanyName}}"
!endif
!ifndef INFO_PRODUCTNAME
!define INFO_PRODUCTNAME "{{.Info.ProductName}}"
!endif
!ifndef INFO_PRODUCTVERSION
!define INFO_PRODUCTVERSION "{{.Info.ProductVersion}}"
!endif
!ifndef INFO_COPYRIGHT
!define INFO_COPYRIGHT "{{.Info.Copyright}}"
!endif
!ifndef PRODUCT_EXECUTABLE
!define PRODUCT_EXECUTABLE "${INFO_PROJECTNAME}.exe"
!endif
!ifndef UNINST_KEY_NAME
!define UNINST_KEY_NAME "${INFO_COMPANYNAME}${INFO_PRODUCTNAME}"
!endif
!define UNINST_KEY "Software\Microsoft\Windows\CurrentVersion\Uninstall\${UNINST_KEY_NAME}"
!ifndef REQUEST_EXECUTION_LEVEL
!define REQUEST_EXECUTION_LEVEL "admin"
!endif
RequestExecutionLevel "${REQUEST_EXECUTION_LEVEL}"
!ifdef ARG_WAILS_AMD64_BINARY
!define SUPPORTS_AMD64
!endif
!ifdef ARG_WAILS_ARM64_BINARY
!define SUPPORTS_ARM64
!endif
!ifdef SUPPORTS_AMD64
!ifdef SUPPORTS_ARM64
!define ARCH "amd64_arm64"
!else
!define ARCH "amd64"
!endif
!else
!ifdef SUPPORTS_ARM64
!define ARCH "arm64"
!else
!error "Wails: Undefined ARCH, please provide at least one of ARG_WAILS_AMD64_BINARY or ARG_WAILS_ARM64_BINARY"
!endif
!endif
!macro wails.checkArchitecture
!ifndef WAILS_WIN10_REQUIRED
!define WAILS_WIN10_REQUIRED "This product is only supported on Windows 10 (Server 2016) and later."
!endif
!ifndef WAILS_ARCHITECTURE_NOT_SUPPORTED
!define WAILS_ARCHITECTURE_NOT_SUPPORTED "This product can't be installed on the current Windows architecture. Supports: ${ARCH}"
!endif
${If} ${AtLeastWin10}
!ifdef SUPPORTS_AMD64
${if} ${IsNativeAMD64}
Goto ok
${EndIf}
!endif
!ifdef SUPPORTS_ARM64
${if} ${IsNativeARM64}
Goto ok
${EndIf}
!endif
IfSilent silentArch notSilentArch
silentArch:
SetErrorLevel 65
Abort
notSilentArch:
MessageBox MB_OK "${WAILS_ARCHITECTURE_NOT_SUPPORTED}"
Quit
${else}
IfSilent silentWin notSilentWin
silentWin:
SetErrorLevel 64
Abort
notSilentWin:
MessageBox MB_OK "${WAILS_WIN10_REQUIRED}"
Quit
${EndIf}
ok:
!macroend
!macro wails.files
!ifdef SUPPORTS_AMD64
${if} ${IsNativeAMD64}
File "/oname=${PRODUCT_EXECUTABLE}" "${ARG_WAILS_AMD64_BINARY}"
${EndIf}
!endif
!ifdef SUPPORTS_ARM64
${if} ${IsNativeARM64}
File "/oname=${PRODUCT_EXECUTABLE}" "${ARG_WAILS_ARM64_BINARY}"
${EndIf}
!endif
!macroend
!macro wails.writeUninstaller
WriteUninstaller "$INSTDIR\uninstall.exe"
SetRegView 64
WriteRegStr HKLM "${UNINST_KEY}" "Publisher" "${INFO_COMPANYNAME}"
WriteRegStr HKLM "${UNINST_KEY}" "DisplayName" "${INFO_PRODUCTNAME}"
WriteRegStr HKLM "${UNINST_KEY}" "DisplayVersion" "${INFO_PRODUCTVERSION}"
WriteRegStr HKLM "${UNINST_KEY}" "DisplayIcon" "$INSTDIR\${PRODUCT_EXECUTABLE}"
WriteRegStr HKLM "${UNINST_KEY}" "UninstallString" "$\"$INSTDIR\uninstall.exe$\""
WriteRegStr HKLM "${UNINST_KEY}" "QuietUninstallString" "$\"$INSTDIR\uninstall.exe$\" /S"
${GetSize} "$INSTDIR" "/S=0K" $0 $1 $2
IntFmt $0 "0x%08X" $0
WriteRegDWORD HKLM "${UNINST_KEY}" "EstimatedSize" "$0"
!macroend
!macro wails.deleteUninstaller
Delete "$INSTDIR\uninstall.exe"
SetRegView 64
DeleteRegKey HKLM "${UNINST_KEY}"
!macroend
!macro wails.setShellContext
${If} ${REQUEST_EXECUTION_LEVEL} == "admin"
SetShellVarContext all
${else}
SetShellVarContext current
${EndIf}
!macroend
# Install webview2 by launching the bootstrapper
# See https://docs.microsoft.com/en-us/microsoft-edge/webview2/concepts/distribution#online-only-deployment
!macro wails.webview2runtime
!ifndef WAILS_INSTALL_WEBVIEW_DETAILPRINT
!define WAILS_INSTALL_WEBVIEW_DETAILPRINT "Installing: WebView2 Runtime"
!endif
SetRegView 64
# If the admin key exists and is not empty then webview2 is already installed
ReadRegStr $0 HKLM "SOFTWARE\WOW6432Node\Microsoft\EdgeUpdate\Clients\{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}" "pv"
${If} $0 != ""
Goto ok
${EndIf}
${If} ${REQUEST_EXECUTION_LEVEL} == "user"
# If the installer is run in user level, check the user specific key exists and is not empty then webview2 is already installed
ReadRegStr $0 HKCU "Software\Microsoft\EdgeUpdate\Clients\{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}" "pv"
${If} $0 != ""
Goto ok
${EndIf}
${EndIf}
SetDetailsPrint both
DetailPrint "${WAILS_INSTALL_WEBVIEW_DETAILPRINT}"
SetDetailsPrint listonly
InitPluginsDir
CreateDirectory "$pluginsdir\webview2bootstrapper"
SetOutPath "$pluginsdir\webview2bootstrapper"
File "tmp\MicrosoftEdgeWebview2Setup.exe"
ExecWait '"$pluginsdir\webview2bootstrapper\MicrosoftEdgeWebview2Setup.exe" /silent /install'
SetDetailsPrint both
ok:
!macroend
# Copy of APP_ASSOCIATE and APP_UNASSOCIATE macros from here https://gist.github.com/nikku/281d0ef126dbc215dd58bfd5b3a5cd5b
!macro APP_ASSOCIATE EXT FILECLASS DESCRIPTION ICON COMMANDTEXT COMMAND
; Backup the previously associated file class
ReadRegStr $R0 SHELL_CONTEXT "Software\Classes\.${EXT}" ""
WriteRegStr SHELL_CONTEXT "Software\Classes\.${EXT}" "${FILECLASS}_backup" "$R0"
WriteRegStr SHELL_CONTEXT "Software\Classes\.${EXT}" "" "${FILECLASS}"
WriteRegStr SHELL_CONTEXT "Software\Classes\${FILECLASS}" "" `${DESCRIPTION}`
WriteRegStr SHELL_CONTEXT "Software\Classes\${FILECLASS}\DefaultIcon" "" `${ICON}`
WriteRegStr SHELL_CONTEXT "Software\Classes\${FILECLASS}\shell" "" "open"
WriteRegStr SHELL_CONTEXT "Software\Classes\${FILECLASS}\shell\open" "" `${COMMANDTEXT}`
WriteRegStr SHELL_CONTEXT "Software\Classes\${FILECLASS}\shell\open\command" "" `${COMMAND}`
!macroend
!macro APP_UNASSOCIATE EXT FILECLASS
; Backup the previously associated file class
ReadRegStr $R0 SHELL_CONTEXT "Software\Classes\.${EXT}" `${FILECLASS}_backup`
WriteRegStr SHELL_CONTEXT "Software\Classes\.${EXT}" "" "$R0"
DeleteRegKey SHELL_CONTEXT `Software\Classes\${FILECLASS}`
!macroend
!macro wails.associateFiles
; Create file associations
{{range .Info.FileAssociations}}
!insertmacro APP_ASSOCIATE "{{.Ext}}" "{{.Name}}" "{{.Description}}" "$INSTDIR\{{.IconName}}.ico" "Open with ${INFO_PRODUCTNAME}" "$INSTDIR\${PRODUCT_EXECUTABLE} $\"%1$\""
File "..\{{.IconName}}.ico"
{{end}}
!macroend
!macro wails.unassociateFiles
; Delete app associations
{{range .Info.FileAssociations}}
!insertmacro APP_UNASSOCIATE "{{.Ext}}" "{{.Name}}"
Delete "$INSTDIR\{{.IconName}}.ico"
{{end}}
!macroend
!macro CUSTOM_PROTOCOL_ASSOCIATE PROTOCOL DESCRIPTION ICON COMMAND
DeleteRegKey SHELL_CONTEXT "Software\Classes\${PROTOCOL}"
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}" "" "${DESCRIPTION}"
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}" "URL Protocol" ""
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}\DefaultIcon" "" "${ICON}"
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}\shell" "" ""
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}\shell\open" "" ""
WriteRegStr SHELL_CONTEXT "Software\Classes\${PROTOCOL}\shell\open\command" "" "${COMMAND}"
!macroend
!macro CUSTOM_PROTOCOL_UNASSOCIATE PROTOCOL
DeleteRegKey SHELL_CONTEXT "Software\Classes\${PROTOCOL}"
!macroend
!macro wails.associateCustomProtocols
; Create custom protocols associations
{{range .Info.Protocols}}
!insertmacro CUSTOM_PROTOCOL_ASSOCIATE "{{.Scheme}}" "{{.Description}}" "$INSTDIR\${PRODUCT_EXECUTABLE},0" "$INSTDIR\${PRODUCT_EXECUTABLE} $\"%1$\""
{{end}}
!macroend
!macro wails.unassociateCustomProtocols
; Delete app custom protocol associations
{{range .Info.Protocols}}
!insertmacro CUSTOM_PROTOCOL_UNASSOCIATE "{{.Scheme}}"
{{end}}
!macroend
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<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<assembly manifestVersion="1.0" xmlns="urn:schemas-microsoft-com:asm.v1" xmlns:asmv3="urn:schemas-microsoft-com:asm.v3">
<assemblyIdentity type="win32" name="com.wails.{{.Name}}" version="{{.Info.ProductVersion}}.0" processorArchitecture="*"/>
<dependency>
<dependentAssembly>
<assemblyIdentity type="win32" name="Microsoft.Windows.Common-Controls" version="6.0.0.0" processorArchitecture="*" publicKeyToken="6595b64144ccf1df" language="*"/>
</dependentAssembly>
</dependency>
<asmv3:application>
<asmv3:windowsSettings>
<dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/pm</dpiAware> <!-- fallback for Windows 7 and 8 -->
<dpiAwareness xmlns="http://schemas.microsoft.com/SMI/2016/WindowsSettings">permonitorv2,permonitor</dpiAwareness> <!-- falls back to per-monitor if per-monitor v2 is not supported -->
</asmv3:windowsSettings>
</asmv3:application>
</assembly>
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8"/>
<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
<title>dissertation</title>
</head>
<body>
<div id="app"></div>
<script src="./src/main.tsx" type="module"></script>
</body>
</html>
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{
"name": "frontend",
"private": true,
"version": "0.0.0",
"type": "module",
"scripts": {
"dev": "vite",
"build": "tsc && vite build",
"preview": "vite preview"
},
"dependencies": {
"preact": "^10.10.1"
},
"devDependencies": {
"@preact/preset-vite": "^2.3.0",
"typescript": "^4.6.4",
"vite": "^3.0.7"
}
}
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528f91667e792e5bf503e711fb39a87c
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#app {
height: 100vh;
text-align: center;
}
#logo {
display: block;
width: 50%;
height: 50%;
margin: auto;
padding: 10% 0 0;
background-position: center;
background-repeat: no-repeat;
background-size: 100% 100%;
background-origin: content-box;
}
.result {
height: 20px;
line-height: 20px;
margin: 1.5rem auto;
}
.input-box .btn {
width: 60px;
height: 30px;
line-height: 30px;
border-radius: 3px;
border: none;
margin: 0 0 0 20px;
padding: 0 8px;
cursor: pointer;
}
.input-box .btn:hover {
background-image: linear-gradient(to top, #cfd9df 0%, #e2ebf0 100%);
color: #333333;
}
.input-box .input {
border: none;
border-radius: 3px;
outline: none;
height: 30px;
line-height: 30px;
padding: 0 10px;
background-color: rgba(240, 240, 240, 1);
-webkit-font-smoothing: antialiased;
}
.input-box .input:hover {
border: none;
background-color: rgba(255, 255, 255, 1);
}
.input-box .input:focus {
border: none;
background-color: rgba(255, 255, 255, 1);
}
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import './App.css'
import logo from "./assets/images/logo-universal.png"
import {Greet} from "../wailsjs/go/main/App";
import {useState} from "preact/hooks";
import {h} from 'preact';
export function App(props: any) {
const [resultText, setResultText] = useState("Please enter your name below 👇");
const [name, setName] = useState('');
const updateName = (e: any) => setName(e.target.value);
const updateResultText = (result: string) => setResultText(result);
const greet = async() => {
const result = await (window as any).go.main.App.Greet("World")
console.log('result', result)
Greet(name).then(updateResultText);
}
return (
<div id="App">
<img src={logo} id="logo" alt="logo"/>
<div id="result" className="result">{resultText}</div>
<div id="input" className="input-box">
<input id="name" className="input" onChange={updateName} autoComplete="off" name="input"
type="text"/>
<button className="btn" onClick={greet}>Greet</button>
</div>
</div>
)
}
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import {render} from 'preact';
import {App} from './app';
import './style.css';
render(<App/>, document.getElementById('app')!);
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html {
background-color: rgba(27, 38, 54, 1);
text-align: center;
color: white;
}
body {
margin: 0;
color: white;
font-family: "Nunito", -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto",
"Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue",
sans-serif;
}
@font-face {
font-family: "Nunito";
font-style: normal;
font-weight: 400;
src: local(""),
url("assets/fonts/nunito-v16-latin-regular.woff2") format("woff2");
}
#app {
height: 100vh;
text-align: center;
}
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/// <reference types="vite/client" />
+33
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{
"compilerOptions": {
"target": "ESNext",
"useDefineForClassFields": true,
"lib": [
"DOM",
"DOM.Iterable",
"ESNext"
],
"allowJs": false,
"skipLibCheck": true,
"esModuleInterop": false,
"allowSyntheticDefaultImports": true,
"strict": true,
"forceConsistentCasingInFileNames": true,
"module": "ESNext",
"moduleResolution": "Node",
"resolveJsonModule": true,
"isolatedModules": true,
"noEmit": true,
"jsx": "preserve",
"jsxFactory": "h",
"jsxFragmentFactory": "Fragment"
},
"include": [
"src"
],
"references": [
{
"path": "./tsconfig.node.json"
}
]
}
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{
"compilerOptions": {
"composite": true,
"module": "ESNext",
"moduleResolution": "Node",
"allowSyntheticDefaultImports": true
},
"include": [
"vite.config.ts"
]
}
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import {defineConfig} from 'vite'
import preact from '@preact/preset-vite'
// https://vitejs.dev/config/
export default defineConfig({
plugins: [preact()]
})
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// Cynhyrchwyd y ffeil hon yn awtomatig. PEIDIWCH Â MODIWL
// This file is automatically generated. DO NOT EDIT
export function Greet(arg1:string):Promise<string>;
+7
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// @ts-check
// Cynhyrchwyd y ffeil hon yn awtomatig. PEIDIWCH Â MODIWL
// This file is automatically generated. DO NOT EDIT
export function Greet(arg1) {
return window['go']['main']['App']['Greet'](arg1);
}
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{
"name": "@wailsapp/runtime",
"version": "2.0.0",
"description": "Wails Javascript runtime library",
"main": "runtime.js",
"types": "runtime.d.ts",
"scripts": {
},
"repository": {
"type": "git",
"url": "git+https://github.com/wailsapp/wails.git"
},
"keywords": [
"Wails",
"Javascript",
"Go"
],
"author": "Lea Anthony <lea.anthony@gmail.com>",
"license": "MIT",
"bugs": {
"url": "https://github.com/wailsapp/wails/issues"
},
"homepage": "https://github.com/wailsapp/wails#readme"
}
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/*
_ __ _ __
| | / /___ _(_) /____
| | /| / / __ `/ / / ___/
| |/ |/ / /_/ / / (__ )
|__/|__/\__,_/_/_/____/
The electron alternative for Go
(c) Lea Anthony 2019-present
*/
export interface Position {
x: number;
y: number;
}
export interface Size {
w: number;
h: number;
}
export interface Screen {
isCurrent: boolean;
isPrimary: boolean;
width : number
height : number
}
// Environment information such as platform, buildtype, ...
export interface EnvironmentInfo {
buildType: string;
platform: string;
arch: string;
}
// [EventsEmit](https://wails.io/docs/reference/runtime/events#eventsemit)
// emits the given event. Optional data may be passed with the event.
// This will trigger any event listeners.
export function EventsEmit(eventName: string, ...data: any): void;
// [EventsOn](https://wails.io/docs/reference/runtime/events#eventson) sets up a listener for the given event name.
export function EventsOn(eventName: string, callback: (...data: any) => void): () => void;
// [EventsOnMultiple](https://wails.io/docs/reference/runtime/events#eventsonmultiple)
// sets up a listener for the given event name, but will only trigger a given number times.
export function EventsOnMultiple(eventName: string, callback: (...data: any) => void, maxCallbacks: number): () => void;
// [EventsOnce](https://wails.io/docs/reference/runtime/events#eventsonce)
// sets up a listener for the given event name, but will only trigger once.
export function EventsOnce(eventName: string, callback: (...data: any) => void): () => void;
// [EventsOff](https://wails.io/docs/reference/runtime/events#eventsoff)
// unregisters the listener for the given event name.
export function EventsOff(eventName: string, ...additionalEventNames: string[]): void;
// [EventsOffAll](https://wails.io/docs/reference/runtime/events#eventsoffall)
// unregisters all listeners.
export function EventsOffAll(): void;
// [LogPrint](https://wails.io/docs/reference/runtime/log#logprint)
// logs the given message as a raw message
export function LogPrint(message: string): void;
// [LogTrace](https://wails.io/docs/reference/runtime/log#logtrace)
// logs the given message at the `trace` log level.
export function LogTrace(message: string): void;
// [LogDebug](https://wails.io/docs/reference/runtime/log#logdebug)
// logs the given message at the `debug` log level.
export function LogDebug(message: string): void;
// [LogError](https://wails.io/docs/reference/runtime/log#logerror)
// logs the given message at the `error` log level.
export function LogError(message: string): void;
// [LogFatal](https://wails.io/docs/reference/runtime/log#logfatal)
// logs the given message at the `fatal` log level.
// The application will quit after calling this method.
export function LogFatal(message: string): void;
// [LogInfo](https://wails.io/docs/reference/runtime/log#loginfo)
// logs the given message at the `info` log level.
export function LogInfo(message: string): void;
// [LogWarning](https://wails.io/docs/reference/runtime/log#logwarning)
// logs the given message at the `warning` log level.
export function LogWarning(message: string): void;
// [WindowReload](https://wails.io/docs/reference/runtime/window#windowreload)
// Forces a reload by the main application as well as connected browsers.
export function WindowReload(): void;
// [WindowReloadApp](https://wails.io/docs/reference/runtime/window#windowreloadapp)
// Reloads the application frontend.
export function WindowReloadApp(): void;
// [WindowSetAlwaysOnTop](https://wails.io/docs/reference/runtime/window#windowsetalwaysontop)
// Sets the window AlwaysOnTop or not on top.
export function WindowSetAlwaysOnTop(b: boolean): void;
// [WindowSetSystemDefaultTheme](https://wails.io/docs/next/reference/runtime/window#windowsetsystemdefaulttheme)
// *Windows only*
// Sets window theme to system default (dark/light).
export function WindowSetSystemDefaultTheme(): void;
// [WindowSetLightTheme](https://wails.io/docs/next/reference/runtime/window#windowsetlighttheme)
// *Windows only*
// Sets window to light theme.
export function WindowSetLightTheme(): void;
// [WindowSetDarkTheme](https://wails.io/docs/next/reference/runtime/window#windowsetdarktheme)
// *Windows only*
// Sets window to dark theme.
export function WindowSetDarkTheme(): void;
// [WindowCenter](https://wails.io/docs/reference/runtime/window#windowcenter)
// Centers the window on the monitor the window is currently on.
export function WindowCenter(): void;
// [WindowSetTitle](https://wails.io/docs/reference/runtime/window#windowsettitle)
// Sets the text in the window title bar.
export function WindowSetTitle(title: string): void;
// [WindowFullscreen](https://wails.io/docs/reference/runtime/window#windowfullscreen)
// Makes the window full screen.
export function WindowFullscreen(): void;
// [WindowUnfullscreen](https://wails.io/docs/reference/runtime/window#windowunfullscreen)
// Restores the previous window dimensions and position prior to full screen.
export function WindowUnfullscreen(): void;
// [WindowIsFullscreen](https://wails.io/docs/reference/runtime/window#windowisfullscreen)
// Returns the state of the window, i.e. whether the window is in full screen mode or not.
export function WindowIsFullscreen(): Promise<boolean>;
// [WindowSetSize](https://wails.io/docs/reference/runtime/window#windowsetsize)
// Sets the width and height of the window.
export function WindowSetSize(width: number, height: number): void;
// [WindowGetSize](https://wails.io/docs/reference/runtime/window#windowgetsize)
// Gets the width and height of the window.
export function WindowGetSize(): Promise<Size>;
// [WindowSetMaxSize](https://wails.io/docs/reference/runtime/window#windowsetmaxsize)
// Sets the maximum window size. Will resize the window if the window is currently larger than the given dimensions.
// Setting a size of 0,0 will disable this constraint.
export function WindowSetMaxSize(width: number, height: number): void;
// [WindowSetMinSize](https://wails.io/docs/reference/runtime/window#windowsetminsize)
// Sets the minimum window size. Will resize the window if the window is currently smaller than the given dimensions.
// Setting a size of 0,0 will disable this constraint.
export function WindowSetMinSize(width: number, height: number): void;
// [WindowSetPosition](https://wails.io/docs/reference/runtime/window#windowsetposition)
// Sets the window position relative to the monitor the window is currently on.
export function WindowSetPosition(x: number, y: number): void;
// [WindowGetPosition](https://wails.io/docs/reference/runtime/window#windowgetposition)
// Gets the window position relative to the monitor the window is currently on.
export function WindowGetPosition(): Promise<Position>;
// [WindowHide](https://wails.io/docs/reference/runtime/window#windowhide)
// Hides the window.
export function WindowHide(): void;
// [WindowShow](https://wails.io/docs/reference/runtime/window#windowshow)
// Shows the window, if it is currently hidden.
export function WindowShow(): void;
// [WindowMaximise](https://wails.io/docs/reference/runtime/window#windowmaximise)
// Maximises the window to fill the screen.
export function WindowMaximise(): void;
// [WindowToggleMaximise](https://wails.io/docs/reference/runtime/window#windowtogglemaximise)
// Toggles between Maximised and UnMaximised.
export function WindowToggleMaximise(): void;
// [WindowUnmaximise](https://wails.io/docs/reference/runtime/window#windowunmaximise)
// Restores the window to the dimensions and position prior to maximising.
export function WindowUnmaximise(): void;
// [WindowIsMaximised](https://wails.io/docs/reference/runtime/window#windowismaximised)
// Returns the state of the window, i.e. whether the window is maximised or not.
export function WindowIsMaximised(): Promise<boolean>;
// [WindowMinimise](https://wails.io/docs/reference/runtime/window#windowminimise)
// Minimises the window.
export function WindowMinimise(): void;
// [WindowUnminimise](https://wails.io/docs/reference/runtime/window#windowunminimise)
// Restores the window to the dimensions and position prior to minimising.
export function WindowUnminimise(): void;
// [WindowIsMinimised](https://wails.io/docs/reference/runtime/window#windowisminimised)
// Returns the state of the window, i.e. whether the window is minimised or not.
export function WindowIsMinimised(): Promise<boolean>;
// [WindowIsNormal](https://wails.io/docs/reference/runtime/window#windowisnormal)
// Returns the state of the window, i.e. whether the window is normal or not.
export function WindowIsNormal(): Promise<boolean>;
// [WindowSetBackgroundColour](https://wails.io/docs/reference/runtime/window#windowsetbackgroundcolour)
// Sets the background colour of the window to the given RGBA colour definition. This colour will show through for all transparent pixels.
export function WindowSetBackgroundColour(R: number, G: number, B: number, A: number): void;
// [ScreenGetAll](https://wails.io/docs/reference/runtime/window#screengetall)
// Gets the all screens. Call this anew each time you want to refresh data from the underlying windowing system.
export function ScreenGetAll(): Promise<Screen[]>;
// [BrowserOpenURL](https://wails.io/docs/reference/runtime/browser#browseropenurl)
// Opens the given URL in the system browser.
export function BrowserOpenURL(url: string): void;
// [Environment](https://wails.io/docs/reference/runtime/intro#environment)
// Returns information about the environment
export function Environment(): Promise<EnvironmentInfo>;
// [Quit](https://wails.io/docs/reference/runtime/intro#quit)
// Quits the application.
export function Quit(): void;
// [Hide](https://wails.io/docs/reference/runtime/intro#hide)
// Hides the application.
export function Hide(): void;
// [Show](https://wails.io/docs/reference/runtime/intro#show)
// Shows the application.
export function Show(): void;
// [ClipboardGetText](https://wails.io/docs/reference/runtime/clipboard#clipboardgettext)
// Returns the current text stored on clipboard
export function ClipboardGetText(): Promise<string>;
// [ClipboardSetText](https://wails.io/docs/reference/runtime/clipboard#clipboardsettext)
// Sets a text on the clipboard
export function ClipboardSetText(text: string): Promise<boolean>;
// [OnFileDrop](https://wails.io/docs/reference/runtime/draganddrop#onfiledrop)
// OnFileDrop listens to drag and drop events and calls the callback with the coordinates of the drop and an array of path strings.
export function OnFileDrop(callback: (x: number, y: number ,paths: string[]) => void, useDropTarget: boolean) :void
// [OnFileDropOff](https://wails.io/docs/reference/runtime/draganddrop#dragandddropoff)
// OnFileDropOff removes the drag and drop listeners and handlers.
export function OnFileDropOff() :void
// Check if the file path resolver is available
export function CanResolveFilePaths(): boolean;
// Resolves file paths for an array of files
export function ResolveFilePaths(files: File[]): void
// Notification types
export interface NotificationOptions {
id: string;
title: string;
subtitle?: string; // macOS and Linux only
body?: string;
categoryId?: string;
data?: { [key: string]: any };
}
export interface NotificationAction {
id?: string;
title?: string;
destructive?: boolean; // macOS-specific
}
export interface NotificationCategory {
id?: string;
actions?: NotificationAction[];
hasReplyField?: boolean;
replyPlaceholder?: string;
replyButtonTitle?: string;
}
// [InitializeNotifications](https://wails.io/docs/reference/runtime/notification#initializenotifications)
// Initializes the notification service for the application.
// This must be called before sending any notifications.
export function InitializeNotifications(): Promise<void>;
// [CleanupNotifications](https://wails.io/docs/reference/runtime/notification#cleanupnotifications)
// Cleans up notification resources and releases any held connections.
export function CleanupNotifications(): Promise<void>;
// [IsNotificationAvailable](https://wails.io/docs/reference/runtime/notification#isnotificationavailable)
// Checks if notifications are available on the current platform.
export function IsNotificationAvailable(): Promise<boolean>;
// [RequestNotificationAuthorization](https://wails.io/docs/reference/runtime/notification#requestnotificationauthorization)
// Requests notification authorization from the user (macOS only).
export function RequestNotificationAuthorization(): Promise<boolean>;
// [CheckNotificationAuthorization](https://wails.io/docs/reference/runtime/notification#checknotificationauthorization)
// Checks the current notification authorization status (macOS only).
export function CheckNotificationAuthorization(): Promise<boolean>;
// [SendNotification](https://wails.io/docs/reference/runtime/notification#sendnotification)
// Sends a basic notification with the given options.
export function SendNotification(options: NotificationOptions): Promise<void>;
// [SendNotificationWithActions](https://wails.io/docs/reference/runtime/notification#sendnotificationwithactions)
// Sends a notification with action buttons. Requires a registered category.
export function SendNotificationWithActions(options: NotificationOptions): Promise<void>;
// [RegisterNotificationCategory](https://wails.io/docs/reference/runtime/notification#registernotificationcategory)
// Registers a notification category that can be used with SendNotificationWithActions.
export function RegisterNotificationCategory(category: NotificationCategory): Promise<void>;
// [RemoveNotificationCategory](https://wails.io/docs/reference/runtime/notification#removenotificationcategory)
// Removes a previously registered notification category.
export function RemoveNotificationCategory(categoryId: string): Promise<void>;
// [RemoveAllPendingNotifications](https://wails.io/docs/reference/runtime/notification#removeallpendingnotifications)
// Removes all pending notifications from the notification center.
export function RemoveAllPendingNotifications(): Promise<void>;
// [RemovePendingNotification](https://wails.io/docs/reference/runtime/notification#removependingnotification)
// Removes a specific pending notification by its identifier.
export function RemovePendingNotification(identifier: string): Promise<void>;
// [RemoveAllDeliveredNotifications](https://wails.io/docs/reference/runtime/notification#removealldeliverednotifications)
// Removes all delivered notifications from the notification center.
export function RemoveAllDeliveredNotifications(): Promise<void>;
// [RemoveDeliveredNotification](https://wails.io/docs/reference/runtime/notification#removedeliverednotification)
// Removes a specific delivered notification by its identifier.
export function RemoveDeliveredNotification(identifier: string): Promise<void>;
// [RemoveNotification](https://wails.io/docs/reference/runtime/notification#removenotification)
// Removes a notification by its identifier (cross-platform convenience function).
export function RemoveNotification(identifier: string): Promise<void>;
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/*
_ __ _ __
| | / /___ _(_) /____
| | /| / / __ `/ / / ___/
| |/ |/ / /_/ / / (__ )
|__/|__/\__,_/_/_/____/
The electron alternative for Go
(c) Lea Anthony 2019-present
*/
export function LogPrint(message) {
window.runtime.LogPrint(message);
}
export function LogTrace(message) {
window.runtime.LogTrace(message);
}
export function LogDebug(message) {
window.runtime.LogDebug(message);
}
export function LogInfo(message) {
window.runtime.LogInfo(message);
}
export function LogWarning(message) {
window.runtime.LogWarning(message);
}
export function LogError(message) {
window.runtime.LogError(message);
}
export function LogFatal(message) {
window.runtime.LogFatal(message);
}
export function EventsOnMultiple(eventName, callback, maxCallbacks) {
return window.runtime.EventsOnMultiple(eventName, callback, maxCallbacks);
}
export function EventsOn(eventName, callback) {
return EventsOnMultiple(eventName, callback, -1);
}
export function EventsOff(eventName, ...additionalEventNames) {
return window.runtime.EventsOff(eventName, ...additionalEventNames);
}
export function EventsOffAll() {
return window.runtime.EventsOffAll();
}
export function EventsOnce(eventName, callback) {
return EventsOnMultiple(eventName, callback, 1);
}
export function EventsEmit(eventName) {
let args = [eventName].slice.call(arguments);
return window.runtime.EventsEmit.apply(null, args);
}
export function WindowReload() {
window.runtime.WindowReload();
}
export function WindowReloadApp() {
window.runtime.WindowReloadApp();
}
export function WindowSetAlwaysOnTop(b) {
window.runtime.WindowSetAlwaysOnTop(b);
}
export function WindowSetSystemDefaultTheme() {
window.runtime.WindowSetSystemDefaultTheme();
}
export function WindowSetLightTheme() {
window.runtime.WindowSetLightTheme();
}
export function WindowSetDarkTheme() {
window.runtime.WindowSetDarkTheme();
}
export function WindowCenter() {
window.runtime.WindowCenter();
}
export function WindowSetTitle(title) {
window.runtime.WindowSetTitle(title);
}
export function WindowFullscreen() {
window.runtime.WindowFullscreen();
}
export function WindowUnfullscreen() {
window.runtime.WindowUnfullscreen();
}
export function WindowIsFullscreen() {
return window.runtime.WindowIsFullscreen();
}
export function WindowGetSize() {
return window.runtime.WindowGetSize();
}
export function WindowSetSize(width, height) {
window.runtime.WindowSetSize(width, height);
}
export function WindowSetMaxSize(width, height) {
window.runtime.WindowSetMaxSize(width, height);
}
export function WindowSetMinSize(width, height) {
window.runtime.WindowSetMinSize(width, height);
}
export function WindowSetPosition(x, y) {
window.runtime.WindowSetPosition(x, y);
}
export function WindowGetPosition() {
return window.runtime.WindowGetPosition();
}
export function WindowHide() {
window.runtime.WindowHide();
}
export function WindowShow() {
window.runtime.WindowShow();
}
export function WindowMaximise() {
window.runtime.WindowMaximise();
}
export function WindowToggleMaximise() {
window.runtime.WindowToggleMaximise();
}
export function WindowUnmaximise() {
window.runtime.WindowUnmaximise();
}
export function WindowIsMaximised() {
return window.runtime.WindowIsMaximised();
}
export function WindowMinimise() {
window.runtime.WindowMinimise();
}
export function WindowUnminimise() {
window.runtime.WindowUnminimise();
}
export function WindowSetBackgroundColour(R, G, B, A) {
window.runtime.WindowSetBackgroundColour(R, G, B, A);
}
export function ScreenGetAll() {
return window.runtime.ScreenGetAll();
}
export function WindowIsMinimised() {
return window.runtime.WindowIsMinimised();
}
export function WindowIsNormal() {
return window.runtime.WindowIsNormal();
}
export function BrowserOpenURL(url) {
window.runtime.BrowserOpenURL(url);
}
export function Environment() {
return window.runtime.Environment();
}
export function Quit() {
window.runtime.Quit();
}
export function Hide() {
window.runtime.Hide();
}
export function Show() {
window.runtime.Show();
}
export function ClipboardGetText() {
return window.runtime.ClipboardGetText();
}
export function ClipboardSetText(text) {
return window.runtime.ClipboardSetText(text);
}
/**
* Callback for OnFileDrop returns a slice of file path strings when a drop is finished.
*
* @export
* @callback OnFileDropCallback
* @param {number} x - x coordinate of the drop
* @param {number} y - y coordinate of the drop
* @param {string[]} paths - A list of file paths.
*/
/**
* OnFileDrop listens to drag and drop events and calls the callback with the coordinates of the drop and an array of path strings.
*
* @export
* @param {OnFileDropCallback} callback - Callback for OnFileDrop returns a slice of file path strings when a drop is finished.
* @param {boolean} [useDropTarget=true] - Only call the callback when the drop finished on an element that has the drop target style. (--wails-drop-target)
*/
export function OnFileDrop(callback, useDropTarget) {
return window.runtime.OnFileDrop(callback, useDropTarget);
}
/**
* OnFileDropOff removes the drag and drop listeners and handlers.
*/
export function OnFileDropOff() {
return window.runtime.OnFileDropOff();
}
export function CanResolveFilePaths() {
return window.runtime.CanResolveFilePaths();
}
export function ResolveFilePaths(files) {
return window.runtime.ResolveFilePaths(files);
}
export function InitializeNotifications() {
return window.runtime.InitializeNotifications();
}
export function CleanupNotifications() {
return window.runtime.CleanupNotifications();
}
export function IsNotificationAvailable() {
return window.runtime.IsNotificationAvailable();
}
export function RequestNotificationAuthorization() {
return window.runtime.RequestNotificationAuthorization();
}
export function CheckNotificationAuthorization() {
return window.runtime.CheckNotificationAuthorization();
}
export function SendNotification(options) {
return window.runtime.SendNotification(options);
}
export function SendNotificationWithActions(options) {
return window.runtime.SendNotificationWithActions(options);
}
export function RegisterNotificationCategory(category) {
return window.runtime.RegisterNotificationCategory(category);
}
export function RemoveNotificationCategory(categoryId) {
return window.runtime.RemoveNotificationCategory(categoryId);
}
export function RemoveAllPendingNotifications() {
return window.runtime.RemoveAllPendingNotifications();
}
export function RemovePendingNotification(identifier) {
return window.runtime.RemovePendingNotification(identifier);
}
export function RemoveAllDeliveredNotifications() {
return window.runtime.RemoveAllDeliveredNotifications();
}
export function RemoveDeliveredNotification(identifier) {
return window.runtime.RemoveDeliveredNotification(identifier);
}
export function RemoveNotification(identifier) {
return window.runtime.RemoveNotification(identifier);
}
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module dissertation
go 1.23.0
require github.com/wailsapp/wails/v2 v2.12.0
require (
git.sr.ht/~jackmordaunt/go-toast/v2 v2.0.3 // indirect
github.com/bep/debounce v1.2.1 // indirect
github.com/go-ole/go-ole v1.3.0 // indirect
github.com/godbus/dbus/v5 v5.1.0 // indirect
github.com/google/uuid v1.6.0 // indirect
github.com/gorilla/websocket v1.5.3 // indirect
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e // indirect
github.com/labstack/echo/v4 v4.13.3 // indirect
github.com/labstack/gommon v0.4.2 // indirect
github.com/leaanthony/go-ansi-parser v1.6.1 // indirect
github.com/leaanthony/gosod v1.0.4 // indirect
github.com/leaanthony/slicer v1.6.0 // indirect
github.com/leaanthony/u v1.1.1 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mattn/go-sqlite3 v1.14.47 // indirect
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/rivo/uniseg v0.4.7 // indirect
github.com/samber/lo v1.49.1 // indirect
github.com/tkrajina/go-reflector v0.5.8 // indirect
github.com/valyala/bytebufferpool v1.0.0 // indirect
github.com/valyala/fasttemplate v1.2.2 // indirect
github.com/wailsapp/go-webview2 v1.0.22 // indirect
github.com/wailsapp/mimetype v1.4.1 // indirect
golang.org/x/crypto v0.33.0 // indirect
golang.org/x/net v0.35.0 // indirect
golang.org/x/sys v0.30.0 // indirect
golang.org/x/text v0.22.0 // indirect
)
// replace github.com/wailsapp/wails/v2 v2.12.0 => C:\Users\夏东亮\go\pkg\mod
+85
View File
@@ -0,0 +1,85 @@
git.sr.ht/~jackmordaunt/go-toast/v2 v2.0.3 h1:N3IGoHHp9pb6mj1cbXbuaSXV/UMKwmbKLf53nQmtqMA=
git.sr.ht/~jackmordaunt/go-toast/v2 v2.0.3/go.mod h1:QtOLZGz8olr4qH2vWK0QH0w0O4T9fEIjMuWpKUsH7nc=
github.com/bep/debounce v1.2.1 h1:v67fRdBA9UQu2NhLFXrSg0Brw7CexQekrBwDMM8bzeY=
github.com/bep/debounce v1.2.1/go.mod h1:H8yggRPQKLUhUoqrJC1bO2xNya7vanpDl7xR3ISbCJ0=
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/go-ole/go-ole v1.3.0 h1:Dt6ye7+vXGIKZ7Xtk4s6/xVdGDQynvom7xCFEdWr6uE=
github.com/go-ole/go-ole v1.3.0/go.mod h1:5LS6F96DhAwUc7C+1HLexzMXY1xGRSryjyPPKW6zv78=
github.com/godbus/dbus/v5 v5.1.0 h1:4KLkAxT3aOY8Li4FRJe/KvhoNFFxo0m6fNuFUO8QJUk=
github.com/godbus/dbus/v5 v5.1.0/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e h1:Q3+PugElBCf4PFpxhErSzU3/PY5sFL5Z6rfv4AbGAck=
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e/go.mod h1:alcuEEnZsY1WQsagKhZDsoPCRoOijYqhZvPwLG0kzVs=
github.com/labstack/echo/v4 v4.13.3 h1:pwhpCPrTl5qry5HRdM5FwdXnhXSLSY+WE+YQSeCaafY=
github.com/labstack/echo/v4 v4.13.3/go.mod h1:o90YNEeQWjDozo584l7AwhJMHN0bOC4tAfg+Xox9q5g=
github.com/labstack/gommon v0.4.2 h1:F8qTUNXgG1+6WQmqoUWnz8WiEU60mXVVw0P4ht1WRA0=
github.com/labstack/gommon v0.4.2/go.mod h1:QlUFxVM+SNXhDL/Z7YhocGIBYOiwB0mXm1+1bAPHPyU=
github.com/leaanthony/debme v1.2.1 h1:9Tgwf+kjcrbMQ4WnPcEIUcQuIZYqdWftzZkBr+i/oOc=
github.com/leaanthony/debme v1.2.1/go.mod h1:3V+sCm5tYAgQymvSOfYQ5Xx2JCr+OXiD9Jkw3otUjiA=
github.com/leaanthony/go-ansi-parser v1.6.1 h1:xd8bzARK3dErqkPFtoF9F3/HgN8UQk0ed1YDKpEz01A=
github.com/leaanthony/go-ansi-parser v1.6.1/go.mod h1:+vva/2y4alzVmmIEpk9QDhA7vLC5zKDTRwfZGOp3IWU=
github.com/leaanthony/gosod v1.0.4 h1:YLAbVyd591MRffDgxUOU1NwLhT9T1/YiwjKZpkNFeaI=
github.com/leaanthony/gosod v1.0.4/go.mod h1:GKuIL0zzPj3O1SdWQOdgURSuhkF+Urizzxh26t9f1cw=
github.com/leaanthony/slicer v1.6.0 h1:1RFP5uiPJvT93TAHi+ipd3NACobkW53yUiBqZheE/Js=
github.com/leaanthony/slicer v1.6.0/go.mod h1:o/Iz29g7LN0GqH3aMjWAe90381nyZlDNquK+mtH2Fj8=
github.com/leaanthony/u v1.1.1 h1:TUFjwDGlNX+WuwVEzDqQwC2lOv0P4uhTQw7CMFdiK7M=
github.com/leaanthony/u v1.1.1/go.mod h1:9+o6hejoRljvZ3BzdYlVL0JYCwtnAsVuN9pVTQcaRfI=
github.com/matryer/is v1.4.0/go.mod h1:8I/i5uYgLzgsgEloJE1U6xx5HkBQpAZvepWuujKwMRU=
github.com/matryer/is v1.4.1 h1:55ehd8zaGABKLXQUe2awZ99BD/PTc2ls+KV/dXphgEQ=
github.com/matryer/is v1.4.1/go.mod h1:8I/i5uYgLzgsgEloJE1U6xx5HkBQpAZvepWuujKwMRU=
github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA=
github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg=
github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/mattn/go-sqlite3 v1.14.47 h1:jOBI62gS7nKeZv+as1oGEy0+1qISgXwH/QBlR6KbfIo=
github.com/mattn/go-sqlite3 v1.14.47/go.mod h1:6JTjA44L93a0QCyJef5YvlPoKXntQPjzWv5gtm9sB6w=
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c h1:+mdjkGKdHQG3305AYmdv1U2eRNDiU2ErMBj1gwrq8eQ=
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c/go.mod h1:7rwL4CYBLnjLxUqIJNnCWiEdr3bn6IUYi15bNlnbCCU=
github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
github.com/rivo/uniseg v0.4.7 h1:WUdvkW8uEhrYfLC4ZzdpI2ztxP1I582+49Oc5Mq64VQ=
github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=
github.com/samber/lo v1.49.1 h1:4BIFyVfuQSEpluc7Fua+j1NolZHiEHEpaSEKdsH0tew=
github.com/samber/lo v1.49.1/go.mod h1:dO6KHFzUKXgP8LDhU0oI8d2hekjXnGOu0DB8Jecxd6o=
github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
github.com/tkrajina/go-reflector v0.5.8 h1:yPADHrwmUbMq4RGEyaOUpz2H90sRsETNVpjzo3DLVQQ=
github.com/tkrajina/go-reflector v0.5.8/go.mod h1:ECbqLgccecY5kPmPmXg1MrHW585yMcDkVl6IvJe64T4=
github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
github.com/valyala/fasttemplate v1.2.2 h1:lxLXG0uE3Qnshl9QyaK6XJxMXlQZELvChBOCmQD0Loo=
github.com/valyala/fasttemplate v1.2.2/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+qRAEEKiv+SiQ=
github.com/wailsapp/go-webview2 v1.0.22 h1:YT61F5lj+GGaat5OB96Aa3b4QA+mybD0Ggq6NZijQ58=
github.com/wailsapp/go-webview2 v1.0.22/go.mod h1:qJmWAmAmaniuKGZPWwne+uor3AHMB5PFhqiK0Bbj8kc=
github.com/wailsapp/mimetype v1.4.1 h1:pQN9ycO7uo4vsUUuPeHEYoUkLVkaRntMnHJxVwYhwHs=
github.com/wailsapp/mimetype v1.4.1/go.mod h1:9aV5k31bBOv5z6u+QP8TltzvNGJPmNJD4XlAL3U+j3o=
github.com/wailsapp/wails/v2 v2.12.0 h1:BHO/kLNWFHYjCzucxbzAYZWUjub1Tvb4cSguQozHn5c=
github.com/wailsapp/wails/v2 v2.12.0/go.mod h1:mo1bzK1DEJrobt7YrBjgxvb5Sihb1mhAY09hppbibQg=
golang.org/x/crypto v0.33.0 h1:IOBPskki6Lysi0lo9qQvbxiQ+FvsCC/YWOecCHAixus=
golang.org/x/crypto v0.33.0/go.mod h1:bVdXmD7IV/4GdElGPozy6U7lWdRXA4qyRVGJV57uQ5M=
golang.org/x/net v0.0.0-20210505024714-0287a6fb4125/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
golang.org/x/net v0.35.0 h1:T5GQRQb2y08kTAByq9L4/bz8cipCdA8FbRTXewonqY8=
golang.org/x/net v0.35.0/go.mod h1:EglIi67kWsHKlRzzVMUD93VMSWGFOMSZgxFjparz1Qk=
golang.org/x/sys v0.0.0-20200810151505-1b9f1253b3ed/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+36
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@@ -0,0 +1,36 @@
package main
import (
"embed"
"github.com/wailsapp/wails/v2"
"github.com/wailsapp/wails/v2/pkg/options"
"github.com/wailsapp/wails/v2/pkg/options/assetserver"
)
//go:embed all:frontend/dist
var assets embed.FS
func main() {
// Create an instance of the app structure
app := NewApp()
// Create application with options
err := wails.Run(&options.App{
Title: "dissertation",
Width: 1024,
Height: 768,
AssetServer: &assetserver.Options{
Assets: assets,
},
BackgroundColour: &options.RGBA{R: 27, G: 38, B: 54, A: 1},
OnStartup: app.startup,
Bind: []interface{}{
app,
},
})
if err != nil {
println("Error:", err.Error())
}
}
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@@ -0,0 +1,81 @@
#训练多少轮
epoch = 50
#学习率
lr = 0.0005
#一轮多少张图片
batch_size = 64
#训练图片输入尺寸
input_size = 128
#分类
label_name = [
"abyssinian",
"cyprus",
"lykoi",
"donskoy",
"chausie",
"european_shorthair",
"turkish_van",
"pixie_bob",
"ragdoll",
"german_rex",
"american_shorthair",
"sokoke",
"khao_manee",
"thai",
"cymric",
"oriental_shorthair",
"cornish_rex",
"burmese",
"savannah",
"american_wirehair",
"peterbald",
"karelian_bobtail",
"tonkinese",
"balinese",
"japanese_bobtail",
"nebelung",
"selkirk_rex",
"persian",
"manx",
"himalayan",
"munchkin",
"bengal",
"turkish_angora",
"vankedisi",
"scottish_fold",
"egyptian_mau",
"ocicat",
"ragamuffin",
"serengeti",
"british_shorthair",
"toyger",
"siberian",
"havana_brown",
"exotic_shorthair",
"bombay",
"korat",
"safari",
"american_bobtail",
"mekong_bobtail",
"korean_bobtail",
"siamese",
"somali",
"devon_rex",
"american_curl",
"ural_rex",
"singapura",
"ukrainian_levkoy",
"maine_coon",
"birman",
"oregon_rex",
"kurilian_bobtail",
"laperm",
"sphynx",
"chartreux",
"russian_blue",
"norwegian_forest_cat",
]
+85
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@@ -0,0 +1,85 @@
import os
import glob
from torchvision import transforms
from torch.utils.data import DataLoader, Dataset
from PIL import Image
from const import label_name, input_size, batch_size
label_dict = {}
for idx, name in enumerate(label_name):
label_dict[name] = idx
def default_loader(path):
img = Image.open(path).convert('RGB')
w, h = img.size
if w > 200: # 如果宽度超过200,可能是错误数据,等比缩放到162
ratio = 162 / w
new_h = int(h * ratio)
img = img.resize((162, new_h), Image.BILINEAR)
return img
train_transform = transforms.Compose([
transforms.Resize((input_size)),
transforms.CenterCrop(input_size),
transforms.RandomHorizontalFlip(p=0.5), # 50% 的概率(p=0.5)水平翻转图片
transforms.RandomRotation(10), # 轻微旋转
transforms.ColorJitter(brightness=0.1, contrast=0.1),
transforms.ToTensor(),
transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])
])
test_transform = transforms.Compose([
transforms.Resize(input_size),
transforms.CenterCrop(input_size),
transforms.ToTensor(),
transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])
])
class MyDataset(Dataset):
def __init__(self, im_list, transform=None, loader=default_loader):
super(MyDataset, self).__init__()
imgs = []
for im_item in im_list:
im_label_name = os.path.basename(os.path.dirname(im_item))
imgs.append([im_item, label_dict[im_label_name]])
self.imgs = imgs
self.transform = transform
self.loader = loader
def __getitem__(self, index):
im_path, im_label = self.imgs[index]
im_data = self.loader(im_path)
if self.transform is not None:
im_data = self.transform(im_data)
return im_data, im_label
def __len__(self):
return len(self.imgs)
im_train_list = glob.glob("dataset/train/*/*.jpg")
im_test_list = glob.glob("dataset/test/*/*.jpg")
train_dataset = MyDataset(im_train_list, transform=train_transform)
test_dataset = MyDataset(im_test_list, transform=test_transform)
print("train_dataset", len(train_dataset))
print("test_dataset", len(test_dataset))
train_dataloader = DataLoader(dataset=train_dataset, batch_size=batch_size, shuffle=True, num_workers=4)
test_dataloader = DataLoader(dataset=test_dataset, batch_size=batch_size, shuffle=False, num_workers=4)
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import torch.nn as nn
import torch.nn.functional as F
class ResBlock(nn.Module):
def __init__(self, in_channel, out_channel, stride=1):
super(ResBlock, self).__init__()
self.layer = nn.Sequential(
nn.Conv2d(in_channel, out_channel, kernel_size=3, stride=stride, padding=1),
nn.BatchNorm2d(out_channel),
nn.ReLU(),
nn.Conv2d(out_channel, out_channel, kernel_size=3, stride=1, padding=1),
nn.BatchNorm2d(out_channel)
)
if in_channel != out_channel or stride > 1:
self.shortcut = nn.Sequential(
nn.Conv2d(in_channel, out_channel, kernel_size=1, stride=stride),
nn.BatchNorm2d(out_channel),
)
else:
self.shortcut = nn.Sequential()
def forward(self, x):
out = self.layer(x)
shortcut = self.shortcut(x)
out = out + shortcut
out = F.relu(out)
return out
class ResNet(nn.Module):
def make_layer(self, block, out_channel, stride, num_block):
layer_list = []
for i in range(num_block):
if i == 0:
in_stride = stride
else:
in_stride = 1
layer_list.append(block(self.in_channel, out_channel, in_stride))
self.in_channel = out_channel
return nn.Sequential(*layer_list)
def __init__(self, num_classes=67):
super(ResNet, self).__init__()
self.in_channel = 32
self.conv1 = nn.Sequential(
nn.Conv2d(3, 32, kernel_size=3, stride=1, padding=1),
nn.BatchNorm2d(32),
nn.ReLU()
)
self.layer1 = self.make_layer(ResBlock, 64, 2, 2) # 32 -> 64
self.layer2 = self.make_layer(ResBlock, 128, 2, 2) # 64 -> 128
self.layer3 = self.make_layer(ResBlock, 256, 2, 2) # 128 -> 256
self.layer4 = self.make_layer(ResBlock, 512, 2, 2) # 256 -> 512
# 添加全局平均池化
self.avgpool = nn.AdaptiveAvgPool2d((1, 1))
self.fc = nn.Linear(512, num_classes)
def forward(self, x):
out = self.conv1(x)
out = self.layer1(out)
out = self.layer2(out)
out = self.layer3(out)
out = self.layer4(out)
# 使用全局平均池化
out = self.avgpool(out)
out = out.view(out.size(0), -1)
out = self.fc(out)
return out
def resnet():
return ResNet()
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class,image_count,avg_width,avg_height,min_width,min_height,max_width,max_height,formats,corrupt_files
abyssinian,200,148,117,88,46,162,140,"jpeg, png",0
cyprus,200,159,100,93,40,162,140,"jpeg, png",0
lykoi,200,142,122,68,55,162,140,"jpeg, png",0
donskoy,200,141,123,67,54,162,140,jpeg,0
chausie,200,143,119,78,46,162,140,"jpeg, png",0
european_shorthair,200,149,118,70,49,162,140,"jpeg, png",0
turkish_van,200,149,120,87,56,162,140,"jpeg, png",0
pixie_bob,200,147,119,78,49,162,140,"jpeg, png",0
ragdoll,199,149,116,78,50,162,140,jpeg,0
german_rex,199,138,125,72,50,162,140,"jpeg, png",0
american_shorthair,199,147,114,65,50,162,140,"jpeg, png",0
sokoke,199,145,122,70,49,162,140,"jpeg, png",0
khao_manee,198,144,120,78,49,162,140,"jpeg, png",0
thai,198,143,118,68,60,162,140,"jpeg, png",0
cymric,198,148,120,63,43,162,140,"jpeg, png",0
oriental_shorthair,197,141,123,78,54,162,140,jpeg,0
cornish_rex,197,147,117,75,56,162,140,"jpeg, png",0
burmese,197,147,117,45,58,162,140,"jpeg, png",0
savannah,197,153,106,78,40,162,140,"jpeg, png",0
american_wirehair,196,149,117,76,50,162,140,"jpeg, png",0
peterbald,196,144,123,77,50,162,140,"jpeg, png",0
karelian_bobtail,196,145,125,67,65,162,140,"jpeg, png",0
tonkinese,195,148,116,70,53,162,140,"jpeg, png",0
balinese,195,154,112,79,54,162,140,jpeg,0
japanese_bobtail,194,149,118,87,49,162,140,"jpeg, png",0
nebelung,194,143,119,64,46,162,140,jpeg,0
selkirk_rex,192,144,122,78,76,162,140,jpeg,0
persian,192,150,114,78,46,162,140,jpeg,0
manx,192,155,113,86,50,162,140,"jpeg, png",0
himalayan,192,158,109,93,40,162,140,jpeg,0
munchkin,191,147,117,61,48,162,140,jpeg,0
bengal,189,151,115,78,71,162,140,jpeg,0
turkish_angora,188,145,119,66,52,162,140,jpeg,0
vankedisi,187,147,116,63,47,162,140,"jpeg, png",0
scottish_fold,184,143,120,78,50,162,140,jpeg,0
egyptian_mau,184,144,121,72,74,162,140,"jpeg, png",0
ocicat,182,150,115,62,44,162,140,"jpeg, png",0
ragamuffin,182,149,116,78,44,162,140,"jpeg, png",0
serengeti,175,159,100,78,53,300,140,"jpeg, png",0
british_shorthair,174,148,117,78,50,162,140,jpeg,0
toyger,160,145,120,78,50,162,140,"jpeg, png",0
siberian,159,153,116,78,55,162,140,jpeg,0
havana_brown,159,133,127,75,34,300,140,"jpeg, png",0
exotic_shorthair,157,148,118,93,55,300,140,"jpeg, png",0
bombay,154,139,123,46,50,162,140,"jpeg, png",0
korat,152,147,117,93,50,162,140,"jpeg, png",0
safari,150,158,105,79,38,300,140,"jpeg, png",0
american_bobtail,140,155,114,64,48,162,140,jpeg,0
mekong_bobtail,140,149,118,44,50,162,140,"jpeg, png",0
korean_bobtail,139,140,129,63,81,162,140,jpeg,0
siamese,139,152,115,78,53,300,140,"jpeg, png",0
somali,139,150,112,61,53,162,140,jpeg,0
devon_rex,138,150,116,78,55,162,140,jpeg,0
american_curl,138,155,112,91,51,300,140,"jpeg, png",0
ural_rex,137,144,121,48,65,162,140,"jpeg, png",0
singapura,136,158,109,93,54,300,140,"jpeg, png",0
ukrainian_levkoy,134,140,123,78,59,162,140,jpeg,0
maine_coon,133,141,122,66,79,162,140,jpeg,0
birman,131,155,113,93,56,162,140,jpeg,0
oregon_rex,121,147,123,85,66,300,140,"jpeg, png",0
kurilian_bobtail,120,149,121,78,81,162,140,jpeg,0
laperm,120,149,116,78,55,162,140,"jpeg, png",0
sphynx,120,149,117,47,63,162,140,jpeg,0
chartreux,114,146,117,75,61,162,140,jpeg,0
russian_blue,109,152,111,88,36,162,140,jpeg,0
norwegian_forest_cat,97,150,114,78,56,162,140,jpeg,0
1 class image_count avg_width avg_height min_width min_height max_width max_height formats corrupt_files
2 abyssinian 200 148 117 88 46 162 140 jpeg, png 0
3 cyprus 200 159 100 93 40 162 140 jpeg, png 0
4 lykoi 200 142 122 68 55 162 140 jpeg, png 0
5 donskoy 200 141 123 67 54 162 140 jpeg 0
6 chausie 200 143 119 78 46 162 140 jpeg, png 0
7 european_shorthair 200 149 118 70 49 162 140 jpeg, png 0
8 turkish_van 200 149 120 87 56 162 140 jpeg, png 0
9 pixie_bob 200 147 119 78 49 162 140 jpeg, png 0
10 ragdoll 199 149 116 78 50 162 140 jpeg 0
11 german_rex 199 138 125 72 50 162 140 jpeg, png 0
12 american_shorthair 199 147 114 65 50 162 140 jpeg, png 0
13 sokoke 199 145 122 70 49 162 140 jpeg, png 0
14 khao_manee 198 144 120 78 49 162 140 jpeg, png 0
15 thai 198 143 118 68 60 162 140 jpeg, png 0
16 cymric 198 148 120 63 43 162 140 jpeg, png 0
17 oriental_shorthair 197 141 123 78 54 162 140 jpeg 0
18 cornish_rex 197 147 117 75 56 162 140 jpeg, png 0
19 burmese 197 147 117 45 58 162 140 jpeg, png 0
20 savannah 197 153 106 78 40 162 140 jpeg, png 0
21 american_wirehair 196 149 117 76 50 162 140 jpeg, png 0
22 peterbald 196 144 123 77 50 162 140 jpeg, png 0
23 karelian_bobtail 196 145 125 67 65 162 140 jpeg, png 0
24 tonkinese 195 148 116 70 53 162 140 jpeg, png 0
25 balinese 195 154 112 79 54 162 140 jpeg 0
26 japanese_bobtail 194 149 118 87 49 162 140 jpeg, png 0
27 nebelung 194 143 119 64 46 162 140 jpeg 0
28 selkirk_rex 192 144 122 78 76 162 140 jpeg 0
29 persian 192 150 114 78 46 162 140 jpeg 0
30 manx 192 155 113 86 50 162 140 jpeg, png 0
31 himalayan 192 158 109 93 40 162 140 jpeg 0
32 munchkin 191 147 117 61 48 162 140 jpeg 0
33 bengal 189 151 115 78 71 162 140 jpeg 0
34 turkish_angora 188 145 119 66 52 162 140 jpeg 0
35 vankedisi 187 147 116 63 47 162 140 jpeg, png 0
36 scottish_fold 184 143 120 78 50 162 140 jpeg 0
37 egyptian_mau 184 144 121 72 74 162 140 jpeg, png 0
38 ocicat 182 150 115 62 44 162 140 jpeg, png 0
39 ragamuffin 182 149 116 78 44 162 140 jpeg, png 0
40 serengeti 175 159 100 78 53 300 140 jpeg, png 0
41 british_shorthair 174 148 117 78 50 162 140 jpeg 0
42 toyger 160 145 120 78 50 162 140 jpeg, png 0
43 siberian 159 153 116 78 55 162 140 jpeg 0
44 havana_brown 159 133 127 75 34 300 140 jpeg, png 0
45 exotic_shorthair 157 148 118 93 55 300 140 jpeg, png 0
46 bombay 154 139 123 46 50 162 140 jpeg, png 0
47 korat 152 147 117 93 50 162 140 jpeg, png 0
48 safari 150 158 105 79 38 300 140 jpeg, png 0
49 american_bobtail 140 155 114 64 48 162 140 jpeg 0
50 mekong_bobtail 140 149 118 44 50 162 140 jpeg, png 0
51 korean_bobtail 139 140 129 63 81 162 140 jpeg 0
52 siamese 139 152 115 78 53 300 140 jpeg, png 0
53 somali 139 150 112 61 53 162 140 jpeg 0
54 devon_rex 138 150 116 78 55 162 140 jpeg 0
55 american_curl 138 155 112 91 51 300 140 jpeg, png 0
56 ural_rex 137 144 121 48 65 162 140 jpeg, png 0
57 singapura 136 158 109 93 54 300 140 jpeg, png 0
58 ukrainian_levkoy 134 140 123 78 59 162 140 jpeg 0
59 maine_coon 133 141 122 66 79 162 140 jpeg 0
60 birman 131 155 113 93 56 162 140 jpeg 0
61 oregon_rex 121 147 123 85 66 300 140 jpeg, png 0
62 kurilian_bobtail 120 149 121 78 81 162 140 jpeg 0
63 laperm 120 149 116 78 55 162 140 jpeg, png 0
64 sphynx 120 149 117 47 63 162 140 jpeg 0
65 chartreux 114 146 117 75 61 162 140 jpeg 0
66 russian_blue 109 152 111 88 36 162 140 jpeg 0
67 norwegian_forest_cat 97 150 114 78 56 162 140 jpeg 0
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import cv2
import glob
import torch
from torchvision import transforms
from PIL import Image
import numpy as np
# from resnet import resnet
from torchvision.models import resnet18
from const import label_name, input_size
def test():
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
print(device)
net = resnet18(weights=None)
net.load_state_dict(torch.load("./model/resnet_epoch_31.pth", weights_only=True))
im_list = glob.glob("./dataset/test/*/*.jpg")
np.random.shuffle(im_list)
net.to(device)
test_transform = transforms.Compose([
transforms.Resize((input_size, input_size)),
transforms.ToTensor()
])
for im_path in im_list:
net.eval()
im_data = Image.open(im_path)
inputs = test_transform(im_data)
inputs = torch.unsqueeze(inputs, dim=0)
inputs = inputs.to(device)
outputs = net.forward(inputs)
print("outputs", outputs)
_, pred = torch.max(outputs.data, dim=1)
print(label_name[pred.cpu().numpy()[0]], " ", im_path)
img = np.asarray(im_data)
img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
cv2.imshow("img", img)
cv2.waitKey(0)
if __name__ == "__main__":
test()
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import os
import torch
# from resnet import resnet
from torchvision.models import resnet18
from dataloader import train_dataloader
from const import epoch, lr, batch_size
def train():
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
print("device: ", device)
# net = resnet().to(device)
net = resnet18(weights=None).to(device)
loss_func = torch.nn.CrossEntropyLoss()
optimizer = torch.optim.Adam(net.parameters(), lr=lr)
scheduler = torch.optim.lr_scheduler.StepLR(optimizer, step_size=10, gamma=0.5)
for e in range(epoch):
print("epoch: ", e)
net.train()
for i, data in enumerate(train_dataloader):
inputs, labels = data
inputs, labels = inputs.to(device), labels.to(device)
outputs = net(inputs)
loss = loss_func(outputs, labels)
optimizer.zero_grad()
loss.backward()
optimizer.step()
_, pred = torch.max(outputs, dim=1)
correct = pred.eq(labels.data).cpu().sum()
print("step: ", i, "loss: ", loss.item(), "correct: ", 1.0 * correct / batch_size)
scheduler.step()
print("lr: ", optimizer.state_dict()['param_groups'][0]['lr'])
if not os.path.exists("./model"):
os.makedirs("./model")
torch.save(net.state_dict(), "./model/resnet_epoch_{}.pth".format(e + 1))
if __name__ == "__main__":
train()
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{
"$schema": "https://wails.io/schemas/config.v2.json",
"name": "dissertation",
"outputfilename": "dissertation",
"frontend:install": "npm install",
"frontend:build": "npm run build",
"frontend:dev:watcher": "npm run dev",
"frontend:dev:serverUrl": "auto",
"author": {
"name": "'夏东亮'",
"email": "'xiadongliang88@163.com'"
}
}