```
├── .github/
   ├── workflows/
      ├── cf_pages.yml (200 tokens)
      ├── gh_pages.yml (400 tokens)
      ├── release.yaml (2.2k tokens)
      ├── rust.yml (900 tokens)
├── .gitignore
├── .typos.toml
├── Cargo.lock (omitted)
├── Cargo.toml (500 tokens)
├── LICENSE (omitted)
├── README.md (400 tokens)
├── Trunk.toml
├── assets/
   ├── android-chrome-192x192.png
   ├── android-chrome-512x512.png
   ├── apple-touch-icon.png
   ├── favicon-16x16.png
   ├── favicon-32x32.png
   ├── favicon.ico
   ├── github-mark-white.svg (200 tokens)
   ├── icon128.png
   ├── linux/
      ├── icon.png
   ├── macos/
      ├── icon.icns
   ├── manifest.json (100 tokens)
   ├── mug.webp
   ├── pfp_transparent.png
   ├── phone_case.webp
   ├── pillow.png
   ├── pillow.webp
   ├── shirt.webp
   ├── sw.js (100 tokens)
├── example.gif
├── flake.lock (omitted)
├── flake.nix (900 tokens)
├── index.html (2.9k tokens)
├── presets/
   ├── blackhole/
      ├── assignments.json (17.4k tokens)
      ├── output.png
      ├── source.png
      ├── target.png
   ├── cat/
      ├── assignments.json (17.4k tokens)
      ├── output.png
      ├── source.png
      ├── target.png
   ├── cat2/
      ├── assignments.json (17.4k tokens)
      ├── output.png
      ├── source.png
      ├── target.png
   ├── colorful/
      ├── assignments.json (17.4k tokens)
      ├── output.png
      ├── source.png
      ├── target.png
   ├── wisetree/
      ├── assignments.json (17.4k tokens)
      ├── obama128_order.png
      ├── output.png
      ├── source.png
      ├── target.png
├── rust-toolchain (100 tokens)
├── src/
   ├── app.rs (13.6k tokens)
   ├── app/
      ├── arrow-right.svg (100 tokens)
      ├── calculate/
         ├── blank.png
         ├── drawing_process.rs (1700 tokens)
         ├── mod.rs (3.5k tokens)
         ├── target128.png
         ├── target256.png
         ├── util.rs (1300 tokens)
         ├── weights128.png
         ├── weights256.png
         ├── worker/
            ├── mod.rs (400 tokens)
      ├── gif_recorder.rs (2.2k tokens)
      ├── gui.rs (12.9k tokens)
      ├── morph_sim.rs (2.4k tokens)
      ├── preset.rs (100 tokens)
   ├── lib.rs
   ├── main.rs (1000 tokens)
   ├── shaders/
      ├── clear.wgsl (100 tokens)
      ├── jfa.wgsl (600 tokens)
      ├── seed.wgsl (300 tokens)
      ├── shade.wgsl (400 tokens)
├── worker.js (100 tokens)
```


## /.github/workflows/cf_pages.yml

```yml path="/.github/workflows/cf_pages.yml" 
name: Deploy to Cloudflare Pages

on:
    push:
        branches: [main]

permissions:
    contents: read
    deployments: write

jobs:
    build-and-deploy:
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - name: Setup toolchain for wasm
              run: |
                  rustup update stable
                  rustup default stable
                  rustup set profile minimal
                  rustup target add wasm32-unknown-unknown

            - name: Rust Cache
              uses: Swatinem/rust-cache@v2

            - name: Download and install Trunk binary
              run: wget -qO- https://github.com/thedodd/trunk/releases/latest/download/trunk-x86_64-unknown-linux-gnu.tar.gz | tar -xzf-

            - name: Build
              run: ./trunk build --release --public-url "/"

            - name: Deploy to Cloudflare Pages
              uses: cloudflare/wrangler-action@v3
              with:
                  apiToken: ${{ secrets.CLOUDFLARE_API_TOKEN }}
                  accountId: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}
                  command: pages deploy dist --project-name=obamify
                  gitHubToken: ${{ secrets.GITHUB_TOKEN }}

```

## /.github/workflows/gh_pages.yml

```yml path="/.github/workflows/gh_pages.yml" 
name: Github Pages

# By default, runs if you push to main. keeps your deployed app in sync with main branch.
on:
  push:
    branches:
      - main
# to only run when you do a new github release, comment out above part and uncomment the below trigger.
# on:
#   release:
#     types:
#       - published

permissions:
  contents: write # for committing to gh-pages branch.

jobs:
  build-github-pages:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4 # repo checkout
      - name: Setup toolchain for wasm
        run: |
          rustup update stable
          rustup default stable
          rustup set profile minimal
          rustup target add wasm32-unknown-unknown
      - name: Rust Cache # cache the rust build artefacts
        uses: Swatinem/rust-cache@v2
      - name: Download and install Trunk binary
        run: wget -qO- https://github.com/thedodd/trunk/releases/latest/download/trunk-x86_64-unknown-linux-gnu.tar.gz | tar -xzf-
      - name: Build # build
        # Environment $public_url resolves to the github project page.
        # If using a user/organization page, remove the `${{ github.event.repository.name }}` part.
        # using --public-url something will allow trunk to modify all the href paths like from favicon.ico to repo_name/favicon.ico .
        # this is necessary for github pages where the site is deployed to username.github.io/repo_name and all files must be requested
        # relatively as eframe_template/favicon.ico. if we skip public-url option, the href paths will instead request username.github.io/favicon.ico which
        # will obviously return error 404 not found.
        run: ./trunk build --release --public-url $public_url
        env:
          public_url: "https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}"
      - name: Deploy
        uses: JamesIves/github-pages-deploy-action@v4
        with:
          folder: dist
          # this option will not maintain any history of your previous pages deployment
          # set to false if you want all page build to be committed to your gh-pages branch history
          single-commit: true

```

## /.github/workflows/release.yaml

```yaml path="/.github/workflows/release.yaml" 
name: Build & Package (Windows, macOS, Linux)

on:
    workflow_dispatch: # manual run from Actions tab

env:
    BIN_NAME: obamify
    # Human-facing display name for the app
    APP_DISPLAY_NAME: obamify
    # Reverse-DNS bundle identifier
    APP_BUNDLE_ID: com.obamify

jobs:
    build:
        name: Build ${{ matrix.os_tag }}
        runs-on: ${{ matrix.runner }}
        strategy:
            fail-fast: false
            matrix:
                include:
                    - runner: ubuntu-latest
                      os_tag: linux
                      target: x86_64-unknown-linux-gnu
                      ext: ""
                    - runner: macos-14
                      os_tag: macos
                      target: aarch64-apple-darwin
                      ext: ""
                    - runner: windows-latest
                      os_tag: windows
                      target: x86_64-pc-windows-msvc
                      ext: ".exe"

        steps:
            - uses: actions/checkout@v4

            - uses: dtolnay/rust-toolchain@stable
              with:
                  targets: ${{ matrix.target }}

            - name: Cargo build (release)
              run: cargo build --release --target ${{ matrix.target }}

            - name: Package (.app bundle)
              if: ${{ startsWith(matrix.runner, 'macos') }}
              shell: bash
              run: |
                  set -euo pipefail
                  APP="${{ env.BIN_NAME }}"
                  DISP="${{ env.APP_DISPLAY_NAME }}"
                  BUNDLE_ID="${{ env.APP_BUNDLE_ID }}"
                  BIN="target/${{ matrix.target }}/release/${APP}${{ matrix.ext }}"
                  test -f "$BIN" || (echo "Missing $BIN" && exit 1)

                  # Derive version from Cargo metadata (fallback to 0.0.0)
                  VERSION="$(cargo metadata --format-version 1 --no-deps | python3 -c "import sys, json; m=json.load(sys.stdin); p=[x for x in m['packages'] if x['name']=='${APP}']; print(p[0]['version'] if p else '0.0.0')")"

                  APPDIR="dist/${DISP}.app"
                  mkdir -p "${APPDIR}/Contents/MacOS" "${APPDIR}/Contents/Resources"

                  # Binary
                  cp "$BIN" "${APPDIR}/Contents/MacOS/${APP}"
                  chmod +x "${APPDIR}/Contents/MacOS/${APP}"

                  # Icon (optional) - put your .icns at assets/macos/icon.icns
                  if [ -f assets/macos/icon.icns ]; then
                    cp assets/macos/icon.icns "${APPDIR}/Contents/Resources/AppIcon.icns"
                    ICON_LINE="<key>CFBundleIconFile</key><string>AppIcon</string>"
                  else
                    ICON_LINE=""
                  fi

                  # Generate Info.plist
                  cat > "${APPDIR}/Contents/Info.plist" <<PLIST
                  <?xml version="1.0" encoding="UTF-8"?>
                  <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
                  <plist version="1.0">
                  <dict>
                    <key>CFBundleName</key><string>${DISP}</string>
                    <key>CFBundleDisplayName</key><string>${DISP}</string>
                    <key>CFBundleExecutable</key><string>${APP}</string>
                    <key>CFBundleIdentifier</key><string>${BUNDLE_ID}</string>
                    <key>CFBundleVersion</key><string>${VERSION}</string>
                    <key>CFBundleShortVersionString</key><string>${VERSION}</string>
                    <key>LSMinimumSystemVersion</key><string>11.0</string>
                    <key>LSApplicationCategoryType</key><string>public.app-category.utilities</string>
                    <key>NSHighResolutionCapable</key><true/>
                    ${ICON_LINE}
                  </dict>
                  </plist>
                  PLIST

                  # Zip for distribution (zip keeps resource forks properly with ditto flags)
                  mkdir -p dist
                  ditto -c -k --sequesterRsrc --keepParent "${APPDIR}" "dist/${APP}-${{ matrix.os_tag }}.zip"

            - name: Package (Linux AppImage)
              if: ${{ startsWith(matrix.runner, 'ubuntu') }}
              shell: bash
              run: |
                  set -euo pipefail
                  APP="${{ env.BIN_NAME }}"
                  DISP="${{ env.APP_DISPLAY_NAME }}"
                  BIN="target/${{ matrix.target }}/release/${APP}"

                  echo "Checking for binary at: $BIN"
                  test -f "$BIN" || (echo "Missing $BIN" && exit 1)

                  echo "Creating AppDir structure..."
                  mkdir -p dist/AppDir/usr/bin dist/AppDir/usr/share/applications dist/AppDir/usr/share/icons/hicolor/256x256/apps

                  # Put binary in AppDir
                  echo "Copying binary..."
                  cp "$BIN" dist/AppDir/usr/bin/${APP}
                  chmod +x dist/AppDir/usr/bin/${APP}

                  # Icon (optional) - place a 256x256 PNG at assets/linux/icon.png
                  if [ -f assets/linux/icon.png ]; then
                    echo "Copying icon..."
                    cp assets/linux/icon.png dist/AppDir/usr/share/icons/hicolor/256x256/apps/${APP}.png
                    ICON_PATH=dist/AppDir/usr/share/icons/hicolor/256x256/apps/${APP}.png
                  else
                    echo "No icon found, proceeding without..."
                    ICON_PATH=
                  fi

                  # Desktop file
                  echo "Creating desktop file..."
                  if [ -n "$ICON_PATH" ]; then
                    ICON_LINE="Icon=${APP}"
                  else
                    ICON_LINE=""
                  fi

                  cat > dist/AppDir/usr/share/applications/${APP}.desktop <<DESKTOP
                  [Desktop Entry]
                  Type=Application
                  Name=${DISP}
                  Exec=${APP}
                  ${ICON_LINE}
                  Categories=Utility;
                  Terminal=false
                  DESKTOP

                  # AppRun launcher
                  echo "Creating AppRun launcher..."
                  cat > dist/AppDir/AppRun <<'APPRUN'
                  #!/bin/sh
                  HERE="$(dirname "$(readlink -f "$0")")"
                  export PATH="$HERE/usr/bin:$PATH"
                  exec "${HERE}/usr/bin/obamify" "$@"
                  APPRUN
                  chmod +x dist/AppDir/AppRun

                  # Create tarball first (guaranteed to work)
                  echo "Creating tarball..."
                  mkdir -p dist
                  tar -C "target/${{ matrix.target }}/release" -czf "dist/${APP}-${{ matrix.os_tag }}.tar.gz" "${APP}"

                  # Try to create AppImage (may fail on some systems)
                  echo "Attempting to create AppImage..."
                  if command -v wget >/dev/null 2>&1; then
                    echo "Downloading AppImage tools..."
                    LINUXDEPLOY_SUCCESS=false
                    APPIMAGETOOL_SUCCESS=false
                    
                    if wget -q "https://github.com/linuxdeploy/linuxdeploy/releases/download/continuous/linuxdeploy-x86_64.AppImage" -O linuxdeploy; then
                      LINUXDEPLOY_SUCCESS=true
                      echo "linuxdeploy downloaded successfully"
                    else
                      echo "Failed to download linuxdeploy"
                    fi
                    
                    if wget -q "https://github.com/AppImage/AppImageKit/releases/download/13/appimagetool-x86_64.AppImage" -O appimagetool; then
                      APPIMAGETOOL_SUCCESS=true
                      echo "appimagetool downloaded successfully"
                    else
                      echo "Failed to download appimagetool"
                    fi
                    
                    if [ "$LINUXDEPLOY_SUCCESS" = true ] && [ "$APPIMAGETOOL_SUCCESS" = true ]; then
                      chmod +x linuxdeploy appimagetool
                      
                      # Build AppImage
                      echo "Building AppImage with both tools available..."
                      if [ -n "$ICON_PATH" ]; then
                        ./linuxdeploy --appdir dist/AppDir -d dist/AppDir/usr/share/applications/${APP}.desktop -i "$ICON_PATH" --output appimage || echo "AppImage creation failed"
                      else
                        ./linuxdeploy --appdir dist/AppDir -d dist/AppDir/usr/share/applications/${APP}.desktop --output appimage || echo "AppImage creation failed"
                      fi
                      
                      # Move result if it exists
                      if ls *.AppImage 1> /dev/null 2>&1; then
                        mv *.AppImage "dist/${APP}-${{ matrix.os_tag }}.AppImage"
                        echo "AppImage created successfully"
                      else
                        echo "AppImage creation failed, but tarball is available"
                      fi
                    else
                      echo "Could not download both AppImage tools, skipping AppImage creation"
                      echo "linuxdeploy: $LINUXDEPLOY_SUCCESS, appimagetool: $APPIMAGETOOL_SUCCESS"
                    fi
                  else
                    echo "wget not available, skipping AppImage creation"
                  fi

            - name: Package (Windows)
              if: startsWith(matrix.runner, 'windows')
              shell: pwsh
              run: |
                  $ErrorActionPreference = "Stop"
                  $App = "${{ env.BIN_NAME }}"
                  $Bin = "target/${{ matrix.target }}/release/$App${{ matrix.ext }}"
                  if (-not (Test-Path $Bin)) { throw "Missing $Bin" }
                  New-Item -ItemType Directory -Force -Path "dist" | Out-Null
                  Copy-Item $Bin -Destination "dist/$App-${{ matrix.os_tag }}${{ matrix.ext }}" -Force

            - name: Upload artifacts (macOS)
              if: ${{ startsWith(matrix.runner, 'macos') }}
              uses: actions/upload-artifact@v4
              with:
                  name: ${{ env.BIN_NAME }}-${{ matrix.os_tag }}
                  path: |
                      dist/${{ env.APP_DISPLAY_NAME }}.app
                      dist/${{ env.BIN_NAME }}-${{ matrix.os_tag }}.zip

            - name: Upload artifacts (Linux)
              if: ${{ startsWith(matrix.runner, 'ubuntu') }}
              uses: actions/upload-artifact@v4
              with:
                  name: ${{ env.BIN_NAME }}-${{ matrix.os_tag }}
                  path: |
                      dist/${{ env.BIN_NAME }}-${{ matrix.os_tag }}.AppImage
                      dist/${{ env.BIN_NAME }}-${{ matrix.os_tag }}.tar.gz
                  if-no-files-found: ignore

            - name: Upload artifacts (Windows)
              if: startsWith(matrix.runner, 'windows')
              uses: actions/upload-artifact@v4
              with:
                  name: ${{ env.BIN_NAME }}-${{ matrix.os_tag }}
                  path: dist/${{ env.BIN_NAME }}-${{ matrix.os_tag }}${{ matrix.ext }}

```

## /.github/workflows/rust.yml

```yml path="/.github/workflows/rust.yml" 
on: [push, pull_request, workflow_dispatch]

name: CI

# env:
#   RUSTFLAGS: -D warnings
#   RUSTDOCFLAGS: -D warnings

jobs:
    check:
        name: Check
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: stable
                  override: true
            - uses: actions-rs/cargo@v1
              with:
                  command: check
                  args: --all-features

    check_wasm:
        name: Check wasm32
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: stable
                  target: wasm32-unknown-unknown
                  override: true
            - uses: actions-rs/cargo@v1
              with:
                  command: check
                  args: --all-features --lib --target wasm32-unknown-unknown

    test:
        name: Test Suite
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: stable
                  override: true
            - run: sudo apt-get install libxcb-render0-dev libxcb-shape0-dev libxcb-xfixes0-dev libxkbcommon-dev libssl-dev
            - uses: actions-rs/cargo@v1
              with:
                  command: test
                  args: --lib

    fmt:
        name: Rustfmt
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: stable
                  override: true
                  components: rustfmt
            - uses: actions-rs/cargo@v1
              with:
                  command: fmt
                  args: --all -- --check

    clippy:
        name: Clippy
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: stable
                  override: true
                  components: clippy
            - uses: actions-rs/cargo@v1
              with:
                  command: clippy

    trunk:
        name: trunk
        runs-on: ubuntu-latest
        steps:
            - uses: actions/checkout@v4
            - uses: actions-rs/toolchain@v1
              with:
                  profile: minimal
                  toolchain: 1.85.0
                  target: wasm32-unknown-unknown
                  override: true
            - name: Download and install Trunk binary
              run: wget -qO- https://github.com/thedodd/trunk/releases/latest/download/trunk-x86_64-unknown-linux-gnu.tar.gz | tar -xzf-
            - name: Build
              run: ./trunk build

    build:
        runs-on: ${{ matrix.os }}
        strategy:
            fail-fast: false
            matrix:
                include:
                    - os: macos-latest
                      TARGET: aarch64-apple-darwin

                    - os: macos-latest
                      TARGET: x86_64-apple-darwin

                    - os: ubuntu-latest
                      TARGET: arm-unknown-linux-musleabihf

                    - os: ubuntu-latest
                      TARGET: armv7-unknown-linux-musleabihf

                    - os: ubuntu-latest
                      TARGET: x86_64-unknown-linux-musl

                    - os: windows-latest
                      TARGET: x86_64-pc-windows-msvc
                      EXTENSION: .exe

        steps:
            - name: Building ${{ matrix.TARGET }}
              run: echo "${{ matrix.TARGET }}"

            - uses: actions/checkout@master
            - uses: actions-rs/toolchain@v1.0.1
              with:
                  toolchain: stable
                  target: ${{ matrix.TARGET }}
                  override: true

            - uses: actions-rs/cargo@v1
              with:
                  use-cross: true
                  command: build
                  args: --verbose --release --target=${{ matrix.TARGET }}

```

## /.gitignore

```gitignore path="/.gitignore" 
# Mac stuff:
.DS_Store

# trunk output folder
dist

# Rust compile target directories:
target
target_ra
target_wasm

# https://github.com/lycheeverse/lychee
.lycheecache

.vscode/*

```

## /.typos.toml

```toml path="/.typos.toml" 
# https://github.com/crate-ci/typos
# install:  cargo install typos-cli
# run:      typos

[default.extend-words]
egui = "egui" # Example for how to ignore a false positive

```

## /Cargo.toml

```toml path="/Cargo.toml" 
[package]
name = "obamify"
version = "0.3.0"
authors = ["Spu7Nix"]
edition = "2024"
include = ["LICENSE-MIT", "**/*.rs", "Cargo.toml"]
rust-version = "1.85"

[package.metadata.docs.rs]
all-features = true
targets = ["x86_64-unknown-linux-gnu", "wasm32-unknown-unknown"]

[dependencies]
egui = "0.32"
eframe = { version = "0.32", default-features = false, features = [
    # "accesskit",     # Make egui compatible with screen readers. NOTE: adds a lot of dependencies.
    "default_fonts", # Embed the default egui fonts.
    "wgpu",          # Use the wgpu rendering backend. Alternative: "glow".
    "persistence",   # Enable restoring app state when restarting the app.
    "wayland",       # To support Linux (and CI)
    "x11",           # To support older Linux distributions (restores one of the default features)
] }
egui_extras = { version = "0.32", features = ["svg"] }
log = "0.4.27"
egui-wgpu = "0.32.1"
wgpu = { version = "25.0", default-features = false, features = ["wgsl"] }
bytemuck = { version = "1.16", features = ["derive"] }
image = { version = "0.25.6", features = ["serde"] }

palette = "0.7.6"
pathfinding = "4.13.0"
indexmap = "2.11.0"

frand = "0.10.1"
uuid = { version = "1.18.1", features = ["v4", "js", "serde"] }

rfd = "0.15.4"

gif = "0.13.3"
futures-intrusive = "0.5.0"
pollster = "0.4.0"
color_quant = "1.1.0"
opener = {version = "0.8.3", features = ["reveal"]}

serde = { version = "1.0.219", features = ["derive"] }

# native:
[target.'cfg(not(target_arch = "wasm32"))'.dependencies]
env_logger = "0.11.8"

# web:
[target.'cfg(target_arch = "wasm32")'.dependencies]
wasm-bindgen-futures = "0.4.50"
web-sys = { version = "0.3.70", features = [
  "DedicatedWorkerGlobalScope", "Worker", "WorkerOptions", "WorkerType", "MessageEvent", "ErrorEvent",
  "HtmlScriptElement", "HtmlCollection", "Element", "NodeList", "Blob", "BlobPropertyBag", "Url", "Window", "Document",
] }             # to access the DOM (to hide the loading text)
# gloo = { version = "0.11.0", features = ["futures"] }
serde-wasm-bindgen = "0.6"
futures = "0.3.31"
wasm-bindgen = "0.2"
console_error_panic_hook = "0.1.7"

# Override wgpu for WASM to use only WebGL backend
wgpu = { version = "25.0", features = ["webgl"] }

[profile.release]
opt-level = 3 # fast and small wasm

# Optimize all dependencies even in debug builds:
[profile.dev.package."*"]
opt-level = 2

```

## /README.md

[(try it here)](https://obamify.com/)
# obamify
revolutionary new technology that turns any image into obama

![example](example.gif)

# How to use

**Use the ui at the top of the window to control the animation, choose between saved transformations, and generate new ones.** You can change the source image and target image, and choose how they are cropped to a square (tip: if both the images are faces, try making the eyes overlap). You can also change these advanced settings:
| Setting               | Description                                                                                     |
|-----------------------|-------------------------------------------------------------------------------------------------|
| resolution            | How many cells the images will be divided into. Higher resolution will capture more high frequency details. |
| proximity importance  | How much the algorithm changes the original image to make it look like the target image. Increase this if you want a more subtle transformation. |
| algorithm             | The algorithm used to calculate the assignment of each pixel. Optimal will find the mathematically optimal solution, but is extremely slow for high resolutions. |

# Installations

Install the latest version in [releases](https://github.com/Spu7Nix/obamify/releases). Unzip and run the .exe file inside!
**Note for macOS users:**
Run 'xattr -C <path/to/app.app>' in your terminal to remove the damaged app warning. 
### Building from source

1. Install [Rust](https://www.rust-lang.org/tools/install)
2. Run `cargo run --release` in the project folder

#### Running the web version locally
1. Install [Rust](https://www.rust-lang.org/tools/install)
2. Install the required target with `rustup target add wasm32-unknown-unknown`
3. Install Trunk with `cargo install --locked trunk`
4. Run `trunk serve --release --open`

# Contributing

Please open an issue or a pull request if you have any suggestions or find any bugs :)

# How it works

magic


## /Trunk.toml

```toml path="/Trunk.toml" 
[build]
filehash = true

```

## /assets/android-chrome-192x192.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/android-chrome-192x192.png

## /assets/android-chrome-512x512.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/android-chrome-512x512.png

## /assets/apple-touch-icon.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/apple-touch-icon.png

## /assets/favicon-16x16.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/favicon-16x16.png

## /assets/favicon-32x32.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/favicon-32x32.png

## /assets/favicon.ico

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/favicon.ico

## /assets/github-mark-white.svg

```svg path="/assets/github-mark-white.svg" 
<svg width="98" height="96" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M48.854 0C21.839 0 0 22 0 49.217c0 21.756 13.993 40.172 33.405 46.69 2.427.49 3.316-1.059 3.316-2.362 0-1.141-.08-5.052-.08-9.127-13.59 2.934-16.42-5.867-16.42-5.867-2.184-5.704-5.42-7.17-5.42-7.17-4.448-3.015.324-3.015.324-3.015 4.934.326 7.523 5.052 7.523 5.052 4.367 7.496 11.404 5.378 14.235 4.074.404-3.178 1.699-5.378 3.074-6.6-10.839-1.141-22.243-5.378-22.243-24.283 0-5.378 1.94-9.778 5.014-13.2-.485-1.222-2.184-6.275.486-13.038 0 0 4.125-1.304 13.426 5.052a46.97 46.97 0 0 1 12.214-1.63c4.125 0 8.33.571 12.213 1.63 9.302-6.356 13.427-5.052 13.427-5.052 2.67 6.763.97 11.816.485 13.038 3.155 3.422 5.015 7.822 5.015 13.2 0 18.905-11.404 23.06-22.324 24.283 1.78 1.548 3.316 4.481 3.316 9.126 0 6.6-.08 11.897-.08 13.526 0 1.304.89 2.853 3.316 2.364 19.412-6.52 33.405-24.935 33.405-46.691C97.707 22 75.788 0 48.854 0z" fill="#fff"/></svg>
```

## /assets/icon128.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/icon128.png

## /assets/linux/icon.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/linux/icon.png

## /assets/macos/icon.icns

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/macos/icon.icns

## /assets/manifest.json

```json path="/assets/manifest.json" 
{
    "name": "obamify",
    "short_name": "obamify",
    "icons": [
        {
            "src": "/assets/android-chrome-192x192.png",
            "sizes": "192x192",
            "type": "image/png"
        },
        {
            "src": "/assets/android-chrome-512x512.png",
            "sizes": "512x512",
            "type": "image/png"
        }
    ],
    "lang": "en-US",
    "id": "/index.html",
    "start_url": "./index.html",
    "display": "standalone",
    "background_color": "white",
    "theme_color": "white"
}
```

## /assets/mug.webp

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/mug.webp

## /assets/pfp_transparent.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/pfp_transparent.png

## /assets/phone_case.webp

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/phone_case.webp

## /assets/pillow.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/pillow.png

## /assets/pillow.webp

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/pillow.webp

## /assets/shirt.webp

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/assets/shirt.webp

## /assets/sw.js

```js path="/assets/sw.js" 
var cacheName = "obamify-pwa"
var filesToCache = [] //["./", "./index.html", "./obamify.js", "./obamify_bg.wasm"]

/* Start the service worker and cache all of the app's content */
self.addEventListener("install", function (e) {
    e.waitUntil(
        caches.open(cacheName).then(function (cache) {
            return cache.addAll(filesToCache)
        })
    )
})

/* Serve cached content when offline */
self.addEventListener("fetch", function (e) {
    e.respondWith(
        caches.match(e.request).then(function (response) {
            return response || fetch(e.request)
        })
    )
})

```

## /example.gif

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/example.gif

## /flake.nix

```nix path="/flake.nix" 
{
  description = "revolutionary new technology that turns any image into obama";

  inputs = {
    nixpkgs.url = "https://flakehub.com/f/NixOS/nixpkgs/0.1";
    rust-overlay = {
      url = "github:oxalica/rust-overlay";
      inputs.nixpkgs.follows = "nixpkgs";
    };
  };

  outputs =
    {
      self,
      nixpkgs,
      rust-overlay,
      ...
    }:
    let
      supportedSystems = [
        "x86_64-linux"
        "aarch64-linux"
        "x86_64-darwin"
        "aarch64-darwin"
      ];
      forEachSupportedSystem =
        f:
        nixpkgs.lib.genAttrs supportedSystems (
          system:
          f {
            pkgs = import nixpkgs {
              inherit system;
              overlays = [
                rust-overlay.overlays.default
                self.overlays.default
              ];
            };
            systemStr = system;
          }
        );
    in
    {
      overlays.default = final: prev: {
        rustToolchain =
          let
            rust = prev.rust-bin;
          in
          if builtins.pathExists ./rust-toolchain.toml then
            rust.fromRustupToolchainFile ./rust-toolchain.toml
          else if builtins.pathExists ./rust-toolchain then
            rust.fromRustupToolchainFile ./rust-toolchain
          else
            rust.stable.latest.default.override {
              extensions = [
                "rust-src"
                "rustfmt"
              ];
            };
      };

      packages = forEachSupportedSystem (
        { pkgs, systemStr }:
        {
          default = pkgs.rustPlatform.buildRustPackage {
            pname = "obamify";
            version = "1.1";

            src = ./.;

            cargoLock = {
              lockFile = ./Cargo.lock;
            };

            nativeBuildInputs = with pkgs; [
              pkg-config
              makeWrapper
            ];
            buildInputs = [
              pkgs.openssl
            ]
            ++ pkgs.lib.optionals pkgs.stdenv.isLinux (
              with pkgs;
              [
                wayland
                libxkbcommon
                xorg.libX11
                xorg.libXcursor
                xorg.libXrandr
                xorg.libXi
                vulkan-loader
                libglvnd
                mesa
                egl-wayland
              ]
            );

            postFixup = pkgs.lib.optionalString pkgs.stdenv.isLinux ''
              wrapProgram $out/bin/obamify \
                --set-default WINIT_UNIX_BACKEND wayland \
                --set-default WGPU_BACKEND vulkan \
                --set LD_LIBRARY_PATH ${
                  pkgs.lib.makeLibraryPath [
                    pkgs.wayland
                    pkgs.libxkbcommon
                    pkgs.xorg.libX11
                    pkgs.xorg.libXcursor
                    pkgs.xorg.libXrandr
                    pkgs.xorg.libXi
                    pkgs.vulkan-loader
                    pkgs.libglvnd
                    pkgs.mesa
                    pkgs.egl-wayland
                  ]
                }
            '';

            enableParallelBuild = true;

            meta = {
              description = "revolutionary new technology that turns any image into obama";
              homepage = "htpps://github/Spu7Nix/obamify";
              license = pkgs.lib.licenses.mit;
              mainProgram = "obamify";
            };
          };
        }
      );

      apps = forEachSupportedSystem (
        { pkgs, systemStr }:
        {
          default = {
            type = "app";
            program = nixpkgs.lib.getExe self.packages.${systemStr}.default;
          };
        }
      );

      devShells = forEachSupportedSystem (
        { pkgs, ... }:
        {
          default = pkgs.mkShell {
            packages =
              with pkgs;
              [
                rustToolchain
                openssl
                pkg-config
                cargo-deny
                cargo-edit
                cargo-watch
                rust-analyzer
              ]
              ++ pkgs.lib.optionals pkgs.stdenv.isLinux [
                wayland
                libxkbcommon
                xorg.libX11
                xorg.libXcursor
                xorg.libXrandr
                xorg.libXi
              ];

            env = {
              RUST_SRC_PATH = "${pkgs.rustToolchain}/lib/rustlib/src/rust/library";
            };
          };
        }
      );
    };
}

```

## /index.html

```html path="/index.html" 
<!DOCTYPE html>
<html>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />

<!-- Disable zooming: -->
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no">

<head>
    <title>obamify</title>

    <meta name="description" content="revolutionary new technology that turns any image into obama">
    <meta name="keywords" content="image processing, image morphing, optimal transport, meme generator">
    <meta name="author" content="Spu7Nix">
    <meta name="robots" content="index, follow">

    <meta property="og:type" content="website">
    <meta property="og:url" content="https://obamify.com/">
    <meta property="og:title" content="obamify">
    <meta property="og:description" content="revolutionary new technology that turns any image into obama">
    <meta property="og:image" content="https://obamify.com/assets/android-chrome-512x512.png">
    <meta property="og:image:width" content="512">
    <meta property="og:image:height" content="512">
    <meta property="og:site_name" content="obamify">

    <meta property="twitter:card" content="summary_large_image">
    <meta property="twitter:url" content="https://obamify.com/">
    <meta property="twitter:title" content="obamify">
    <meta property="twitter:description" content="revolutionary new technology that turns any image into obama">
    <meta property="twitter:image" content="https://obamify.com/assets/android-chrome-512x512.png">

    <meta name="application-name" content="obamify">
    <meta name="format-detection" content="telephone=no">

    <!-- config for our rust wasm binary. go to https://trunkrs.dev/assets/#rust for more customization -->
    <link data-trunk rel="rust" data-wasm-opt="4" data-integrity="none" />
    <!-- this is the base url relative to which other urls will be constructed. trunk will insert this from the public-url option -->
    <base data-trunk-public-url />

    <link data-trunk rel="icon" href="assets/favicon.ico" data-integrity="none">

    <link data-trunk rel="copy-file" href="assets/sw.js" data-integrity="none" />
    <link data-trunk rel="copy-file" href="assets/manifest.json" />
    <link data-trunk rel="copy-file" href="assets/android-chrome-192x192.png" data-target-path="assets"
        data-integrity="none" />
    <link data-trunk rel="copy-file" href="assets/android-chrome-512x512.png" data-target-path="assets"
        data-integrity="none" />
    <link data-trunk rel="copy-file" href="assets/apple-touch-icon.png" data-target-path="assets"
        data-integrity="none" />
    <link data-trunk rel="copy-file" href="assets/pfp_transparent.png" data-target-path="assets"
        data-integrity="none" />
    <link data-trunk rel="copy-file" href="assets/github-mark-white.svg" data-target-path="assets"
        data-integrity="none" />
    <link data-trunk rel="copy-file" href="worker.js" data-integrity="none" />


    <link rel="manifest" href="manifest.json">
    <link rel="apple-touch-icon" href="assets/apple-touch-icon.png">
    <meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
    <meta name="theme-color" media="(prefers-color-scheme: dark)" content="#404040">

    <style>
        html {
            /* Remove touch delay: */
            touch-action: manipulation;
        }

        body {
            /* Light mode background color for what is not covered by the egui canvas,
            or where the egui canvas is translucent. */
            background: #909090;
        }

        @media (prefers-color-scheme: dark) {
            body {
                /* Dark mode background color for what is not covered by the egui canvas,
                or where the egui canvas is translucent. */
                background: #404040;
            }
        }

        /* Allow canvas to fill entire web page: */
        html,
        body {
            overflow: hidden;
            margin: 0 !important;
            padding: 0 !important;
            height: 100%;
            width: 100%;
        }

        /* Make canvas fill entire document: */
        canvas {
            margin-right: auto;
            margin-left: auto;
            display: block;
            position: absolute;
            top: 0;
            left: 0;
            width: 100%;
            height: 100%;
            /* Limit canvas size for WebGL compatibility (max 4096x4096) */
            max-width: 4096px;
            max-height: 4096px;
        }

        .centered {
            margin-right: auto;
            margin-left: auto;
            display: block;
            position: absolute;
            top: 50%;
            left: 50%;
            transform: translate(-50%, -50%);
            color: #f0f0f0;
            font-size: 24px;
            font-family: Ubuntu-Light, Helvetica, sans-serif;
            text-align: center;
        }

        #rfd-output {
            font-weight: bold;
            padding-bottom: 10px;
            padding-top: 10px;
        }

        #rfd-input {
            font-weight: bold;
            padding-bottom: 10px;
            padding-top: 10px;
        }

        #rfd-card {
            font-family: Arial, Helvetica, sans-serif;
            border: white 1px solid;
            border-radius: 10px;
        }

        /* ---------------------------------------------- */
        /* Loading animation from https://loading.io/css/ */
        .lds-dual-ring {
            display: inline-block;
            width: 24px;
            height: 24px;
        }

        .lds-dual-ring:after {
            content: " ";
            display: block;
            width: 24px;
            height: 24px;
            margin: 0px;
            border-radius: 50%;
            border: 3px solid #fff;
            border-color: #fff transparent #fff transparent;
            animation: lds-dual-ring 1.2s linear infinite;
        }

        @keyframes lds-dual-ring {
            0% {
                transform: rotate(0deg);
            }

            100% {
                transform: rotate(360deg);
            }
        }

        /* Bottom-left corner icons */
        .bottom-left-icons {
            position: fixed;
            bottom: 20px;
            left: 20px;
            display: flex;
            flex-direction: column;
            gap: 12px;
            z-index: 1000;
        }

        .icon-link {
            position: relative;
            display: flex;
            align-items: center;
            justify-content: center;
            width: 48px;
            height: 48px;
            background-color: rgba(0, 0, 0, 1.0);
            border-radius: 8px;
            transition: all 0.2s ease;
            text-decoration: none;
            overflow: visible;
        }

        .icon-link:hover {
            transform: scale(1.1);
            background-color: rgba(0, 0, 0, 1.0);
        }

        .icon-link img {
            width: 32px;
            height: 32px;
            border-radius: 6px;
        }

        .icon-text {
            position: absolute;
            left: 100%;
            bottom: 0;
            background-color: rgba(0, 0, 0, 0.9);
            color: white;
            padding: 8px 8px;
            padding-left: 8px;
            border-radius: 0 8px 8px 0;
            font-family: Fira Code, monospace, sans-serif;
            font-size: 10px;
            white-space: nowrap;
            margin-left: 0px;
            opacity: 0;
            transform: translateX(-10px);
            transition: all 0.3s ease;
            pointer-events: none;
            z-index: 10;
        }

        .bottom-left-icons:hover .icon-text {
            padding-left: 18px;
            opacity: 1;
            transform: translateX(0);
        }

        .bottom-left-icons:hover .icon-link {
            border-radius: 12px 12px 0 12px;
        }

        .error {
            padding-top: 10px;
            font-size: small;
            opacity: 0.6;
        }
    </style>
</head>

<body>
    <!-- The WASM code will resize the canvas dynamically -->
    <!-- the id is hardcoded in main.rs . so, make sure both match. -->
    <canvas id="the_canvas_id"></canvas>

    <!-- the loading spinner will be removed in main.rs -->
    <div class="centered" id="loading_text">
        <noscript>You need javascript to use this website</noscript>
        <p style="font-size:16px">
            Loading…
        </p>
        <div class="lds-dual-ring"></div>
    </div>

    <!-- Bottom-left corner icons -->
    <div class="bottom-left-icons">
        <a href="https://github.com/Spu7Nix/obamify" class="icon-link" target="_blank" rel="noopener noreferrer">
            <img src="assets/github-mark-white.svg" alt="source code" />
            <span class="icon-text">source code</span>
        </a>
        <a href="https://spu7nix.net" class="icon-link" target="_blank" rel="noopener noreferrer">
            <img src="assets/pfp_transparent.png" alt="Spu7Nix" />
            <span class="icon-text">my website</span>
        </a>
    </div>
    <!--Register Service Worker. this will cache the wasm / js scripts for offline use (for PWA functionality). -->
    <!-- Force refresh (Ctrl + F5) to load the latest files instead of cached files  -->
    <script>
        // We disable caching during development so that we always view the latest version.
        if ('serviceWorker' in navigator && window.location.hash !== "#dev") {
            window.addEventListener('load', function () {
                navigator.serviceWorker.register('sw.js');
            });
        }

        function addShareButton() {
            const downloadLink = document.getElementById('rfd-output');
            if (!downloadLink) {
                return;
            }

            const parent = downloadLink.parentElement;
            if (parent.querySelector('.share-button')) {
                return;
            }

            // remove the "Ok" button, keep only "Cancel" button
            const rfdButtons = parent.querySelectorAll('.rfd-button');
            if (rfdButtons.length >= 2) {
                rfdButtons[0].remove();
            }

            if (!navigator.share) {
                return;
            }

            const isMobile = /Android|webOS|iPhone|iPad|iPod|BlackBerry|IEMobile|Opera Mini/i.test(navigator.userAgent) ||
                (navigator.maxTouchPoints && navigator.maxTouchPoints > 2);

            if (!isMobile) {
                return;
            }

            const blobUrl = downloadLink.href;
            const fileName = downloadLink.download || 'recording.gif';

            const container = document.createElement('div');
            container.style.cssText = `
                display: flex;
                flex-direction: column;
                gap: 10px;
                align-items: center;
                font-weight: bold;
                padding-bottom: 10px;
                padding-top: 10px;
            `;

            const shareButton = document.createElement('button');
            shareButton.className = 'share-button';
            shareButton.textContent = 'save/share';
            shareButton.style.cssText = `
                padding: 12px 24px;
                background-color: #007bff;
                color: white;
                border: none;
                border-radius: 5px;
                cursor: pointer;
                font-weight: bold;
                font-size: 16px;
                touch-action: manipulation;
                -webkit-tap-highlight-color: transparent;
                width: 100%;
                max-width: 300px;
            `;

            shareButton.addEventListener('click', async function (e) {
                e.preventDefault();
                e.stopPropagation();

                try {
                    const response = await fetch(blobUrl);
                    const blob = await response.blob();
                    const file = new File([blob], fileName, { type: 'image/gif' });

                    if (navigator.canShare && !navigator.canShare({ files: [file] })) {
                        throw new Error('File sharing not supported');
                    }

                    await navigator.share({
                        files: [file],
                        title: 'obamification',
                        text: 'made with https://obamify.com'
                    });
                } catch (error) {
                    if (error.name !== 'AbortError') {
                        console.error('Error sharing:', error);
                        // Fall back to showing the download link
                        alert('Could not share file: ' + error.message + '\nTry using the download link instead.');
                    } else {
                        console.log('Share cancelled by user');
                    }
                }
            });

            // Style the download link as a secondary button
            downloadLink.style.cssText = `
                padding: 10px 20px;
                background-color: transparent;
                color: white;
                border: 1px solid white;
                border-radius: 5px;
                cursor: pointer;
                font-weight: normal;
                font-size: 14px;
                text-decoration: none;
                display: inline-block;
                touch-action: manipulation;
            `;
            downloadLink.textContent = 'or download file';

            // Wrap everything in the container
            parent.insertBefore(container, downloadLink);
            container.appendChild(shareButton);
            container.appendChild(downloadLink);
        }

        const observer = new MutationObserver(function (mutations) {
            mutations.forEach(function (mutation) {
                if (mutation.addedNodes.length) {
                    addShareButton();
                }
            });
        });

        if (document.readyState === 'loading') {
            document.addEventListener('DOMContentLoaded', function () {
                observer.observe(document.body, {
                    childList: true,
                    subtree: true
                });
            });
        } else {
            observer.observe(document.body, {
                childList: true,
                subtree: true
            });
        }
    </script>
</body>

</html>

<!-- Powered by egui: https://github.com/emilk/egui/ -->
```

## /presets/blackhole/assignments.json

```json path="/presets/blackhole/assignments.json" 
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```

## /presets/blackhole/output.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/blackhole/output.png

## /presets/blackhole/source.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/blackhole/source.png

## /presets/blackhole/target.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/blackhole/target.png

## /presets/cat/assignments.json

```json path="/presets/cat/assignments.json" 
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```

## /presets/cat/output.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat/output.png

## /presets/cat/source.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat/source.png

## /presets/cat/target.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat/target.png

## /presets/cat2/output.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat2/output.png

## /presets/cat2/source.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat2/source.png

## /presets/cat2/target.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/cat2/target.png

## /presets/colorful/output.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/colorful/output.png

## /presets/colorful/source.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/colorful/source.png

## /presets/colorful/target.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/colorful/target.png

## /presets/wisetree/obama128_order.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/wisetree/obama128_order.png

## /presets/wisetree/output.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/wisetree/output.png

## /presets/wisetree/source.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/wisetree/source.png

## /presets/wisetree/target.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/presets/wisetree/target.png

## /rust-toolchain

``` path="/rust-toolchain" 
# If you see this, run "rustup self update" to get rustup 1.23 or newer.

# NOTE: above comment is for older `rustup` (before TOML support was added),
# which will treat the first line as the toolchain name, and therefore show it
# to the user in the error, instead of "error: invalid channel name '[toolchain]'".

[toolchain]
channel = "1.85"  # Avoid specifying a patch version here; see https://github.com/emilk/eframe_template/issues/145
components = [ "rustfmt", "clippy" ]
targets = [ "wasm32-unknown-unknown" ]

```

## /src/app/arrow-right.svg

```svg path="/src/app/arrow-right.svg" 
<svg xmlns="http://www.w3.org/2000/svg"
    width="24"
    height="24"
    viewBox="0 0 24 24"
    fill="none"
    stroke="white"
    stroke-width="2"
    stroke-linecap="round"
    stroke-linejoin="round"
    class="icon icon-tabler icons-tabler-outline icon-tabler-arrow-right">
  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
  <path d="M5 12l14 0" />
  <path d="M13 18l6 -6" />
  <path d="M13 6l6 6" />
</svg>
```

## /src/app/calculate/blank.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/src/app/calculate/blank.png

## /src/app/calculate/drawing_process.rs

```rs path="/src/app/calculate/drawing_process.rs" 
use crate::app::SeedColor;
use crate::app::calculate;
use crate::app::calculate::SWAPS_PER_GENERATION_PER_PIXEL;
use crate::app::preset::UnprocessedPreset;

use std::error::Error;

use std::sync::Arc;
use std::sync::atomic::AtomicU32;
use std::sync::mpsc;

use super::ProgressMsg;

use super::GenerationSettings;

#[derive(Clone, Copy)]
pub struct PixelData {
    pub stroke_id: u32,
    pub last_edited: u32,
}
impl PixelData {
    pub(crate) fn init_canvas(frame_count: u32) -> Vec<PixelData> {
        vec![
            PixelData {
                stroke_id: 0,
                last_edited: frame_count
            };
            DRAWING_CANVAS_SIZE * DRAWING_CANVAS_SIZE
        ]
    }
}

pub const DRAWING_CANVAS_SIZE: usize = 128;

use super::heuristic;

#[derive(Clone, Copy)]
pub(crate) struct DrawingPixel {
    pub(crate) src_x: u16,
    pub(crate) src_y: u16,
    pub(crate) h: i64, // current heuristic value
}

impl DrawingPixel {
    pub(crate) fn new(src_x: u16, src_y: u16, h: i64) -> Self {
        Self { src_x, src_y, h }
    }

    pub(crate) fn update_heuristic(&mut self, new_h: i64) {
        self.h = new_h;
    }

    #[inline(always)]
    pub(crate) fn calc_drawing_heuristic(
        &self,
        target_pos: (u16, u16),
        target_col: (u8, u8, u8),
        weight: i64,
        colors: &[SeedColor],
        proximity_importance: i64,
    ) -> i64 {
        heuristic(
            (self.src_x, self.src_y),
            target_pos,
            {
                let rgba =
                    colors[self.src_y as usize * DRAWING_CANVAS_SIZE + self.src_x as usize].rgba;
                (
                    (rgba[0] * 256.0) as u8,
                    (rgba[1] * 256.0) as u8,
                    (rgba[2] * 256.0) as u8,
                )
            },
            target_col,
            weight,
            proximity_importance,
        )
    }
}

pub(crate) const STROKE_REWARD: i64 = -10000000000;

pub(crate) fn stroke_reward(
    newpos: usize,
    oldpos: usize,
    pixel_data: &[PixelData],
    pixels: &[DrawingPixel],
    frame_count: u32,
) -> i64 {
    let x = (newpos % DRAWING_CANVAS_SIZE) as u16;
    let y = (newpos / DRAWING_CANVAS_SIZE) as u16;
    // look at 8-connected neighbors
    // if any has the same stroke_id, return true
    let data = pixel_data
        [pixels[oldpos].src_x as usize + pixels[oldpos].src_y as usize * DRAWING_CANVAS_SIZE];
    let stroke_id = data.stroke_id;
    let _age = frame_count - data.last_edited;

    for (dx, dy) in [
        //(-1, -1),
        (0, -1),
        //(1, -1),
        (-1, 0),
        (1, 0),
        //(-1, 1),
        (0, 1),
        //(1, 1),
    ] {
        let nx = x as i16 + dx;
        let ny = y as i16 + dy;
        if nx < 0 || nx >= DRAWING_CANVAS_SIZE as i16 || ny < 0 || ny >= DRAWING_CANVAS_SIZE as i16
        {
            continue;
        }
        let npos = ny as usize * DRAWING_CANVAS_SIZE + nx as usize;
        if pixel_data
            [pixels[npos].src_x as usize + pixels[npos].src_y as usize * DRAWING_CANVAS_SIZE]
            .stroke_id
            == stroke_id
        {
            return STROKE_REWARD;
        }
    }
    0
}

#[allow(clippy::too_many_arguments)]
pub fn drawing_process_genetic(
    source: UnprocessedPreset,
    settings: GenerationSettings,
    tx: mpsc::SyncSender<ProgressMsg>,
    colors: Arc<std::sync::RwLock<Vec<SeedColor>>>,
    pixel_data: Arc<std::sync::RwLock<Vec<PixelData>>>,
    frame_count: u32,
    my_id: u32,
    current_id: Arc<AtomicU32>,
) -> Result<(), Box<dyn Error>> {
    let source_img =
        image::ImageBuffer::from_raw(source.width, source.height, source.source_img.clone())
            .unwrap();
    let (source_pixels, target_pixels, weights) =
        calculate::util::get_images(source_img, &settings)?;

    let mut pixels = {
        let read_colors: Vec<SeedColor> = colors.read().unwrap().clone();
        //let read_pixel_data: Vec<PixelData> = pixel_data.read().unwrap().clone();

        source_pixels
            .iter()
            .enumerate()
            .map(|(i, _)| {
                let x = (i as u32 % settings.sidelen) as u16;
                let y = (i as u32 / settings.sidelen) as u16;
                let mut p = DrawingPixel::new(x, y, 0);
                let h = p.calc_drawing_heuristic(
                    (x, y),
                    target_pixels[i],
                    weights[i],
                    &read_colors,
                    settings.proximity_importance,
                    // &read_pixel_data,
                ) + STROKE_REWARD;
                p.update_heuristic(h);
                p
            })
            .collect::<Vec<_>>()
    };

    let mut rng = frand::Rand::with_seed(12345);
    fn max_dist(age: u32) -> u32 {
        (((DRAWING_CANVAS_SIZE / 4) as f32) * (0.99f32).powi(age as i32 / 30)).round() as u32
    }

    let swaps_per_generation = SWAPS_PER_GENERATION_PER_PIXEL * pixels.len();

    loop {
        let colors: Vec<SeedColor> = {
            let r = colors.read().unwrap();
            r.clone()
        };
        let pixel_data = {
            let r = pixel_data.read().unwrap();
            r.clone()
        };
        let mut swaps_made = 0;

        for _ in 0..swaps_per_generation {
            let apos = rng.gen_range(0..pixels.len() as u64) as usize;
            let ax = apos as u16 % settings.sidelen as u16;
            let ay = apos as u16 / settings.sidelen as u16;

            //let stroke_id = pixel_data[apos].stroke_id as usize;
            let max_dist_a = max_dist(frame_count.saturating_sub(pixel_data[apos].last_edited));

            let bx = (ax as i16 + rng.gen_range(-(max_dist_a as i16)..(max_dist_a as i16 + 1)))
                .clamp(0, settings.sidelen as i16 - 1) as u16;
            let by = (ay as i16 + rng.gen_range(-(max_dist_a as i16)..(max_dist_a as i16 + 1)))
                .clamp(0, settings.sidelen as i16 - 1) as u16;
            let bpos = by as usize * settings.sidelen as usize + bx as usize;

            let max_dist_b = max_dist(frame_count.saturating_sub(pixel_data[bpos].last_edited));
            if (bx as i32 - ax as i32).abs() > max_dist_b as i32
                || (by as i32 - ay as i32).abs() > max_dist_b as i32
            {
                continue;
            }

            let t_a = target_pixels[apos];
            let t_b = target_pixels[bpos];

            let a_on_b_h = pixels[apos].calc_drawing_heuristic(
                (bx, by),
                t_b,
                weights[bpos],
                &colors,
                settings.proximity_importance,
            ) + stroke_reward(bpos, apos, &pixel_data, &pixels, frame_count);

            let b_on_a_h = pixels[bpos].calc_drawing_heuristic(
                (ax, ay),
                t_a,
                weights[apos],
                &colors,
                settings.proximity_importance,
            ) + stroke_reward(apos, bpos, &pixel_data, &pixels, frame_count);

            let improvement_a = pixels[apos].h - b_on_a_h;
            let improvement_b = pixels[bpos].h - a_on_b_h;
            if improvement_a + improvement_b > 0 {
                // swap
                pixels.swap(apos, bpos);
                pixels[apos].update_heuristic(b_on_a_h);
                pixels[bpos].update_heuristic(a_on_b_h);
                swaps_made += 1;
            }
        }

        //println!("swaps made: {}", swaps_made);

        // let img = make_new_img(&source_pixels, &assignments, target.width());
        // if swaps_made < 10 || cancelled.load(std::sync::atomic::Ordering::Relaxed) {
        //     let dir_name = save_result(target, base_name, source, assignments, img)?;
        //     tx.send(ProgressMsg::Done(PathBuf::from(format!(
        //         "./presets/{}",
        //         dir_name
        //     ))))?;
        //     return Ok(());
        // }
        // tx.send(ProgressMsg::UpdatePreview(img))?;
        if swaps_made > 0 {
            let assignments = pixels
                .iter()
                .map(|p| p.src_y as usize * settings.sidelen as usize + p.src_x as usize)
                .collect::<Vec<_>>();
            tx.send(ProgressMsg::UpdateAssignments(assignments))?;
        }
        if my_id != current_id.load(std::sync::atomic::Ordering::Relaxed) {
            tx.send(ProgressMsg::Cancelled).unwrap();
            return Ok(());
        }

        //max_dist = (max_dist as f32 * 0.99).max(4.0) as u32;
    }
}

```

## /src/app/calculate/target128.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/src/app/calculate/target128.png

## /src/app/calculate/target256.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/src/app/calculate/target256.png

## /src/app/calculate/util.rs

```rs path="/src/app/calculate/util.rs" 
use crate::app::calculate::ProgressMsg;

use image::imageops;
use serde::Deserialize;
use serde::Serialize;
use uuid::Uuid;

use std::error::Error;

// pub(crate) fn save_result(
//     target: image::SourceImg,
//     base_name: String,
//     source: image::SourceImg,
//     assignments: Vec<usize>,
//     img: image::SourceImg,
// ) -> Result<String, Box<dyn Error>> {
//     let mut dir_name = base_name.clone();
//     let mut counter = 1;
//     while std::path::Path::new(&format!("./presets/{}", dir_name)).exists() {
//         dir_name = format!("{}_{}", base_name, counter);
//         counter += 1;
//     }
//     std::fs::create_dir_all(format!("./presets/{}", dir_name))?;
//     img.save(format!("./presets/{}/output.png", dir_name))?;
//     source.save(format!("./presets/{}/source.png", dir_name))?;
//     target.save(format!("./presets/{}/target.png", dir_name))?;
//     std::fs::write(
//         format!("./presets/{}/assignments.json", dir_name),
//         serialize_assignments(assignments),
//     )?;
//     Ok(dir_name)
// }

pub trait ProgressSink {
    fn send(&mut self, msg: ProgressMsg);
}
// Native-friendly adapter
impl ProgressSink for std::sync::mpsc::SyncSender<ProgressMsg> {
    fn send(&mut self, msg: ProgressMsg) {
        let _ = std::sync::mpsc::SyncSender::send(self, msg);
    }
}

// Allow using closures as progress sinks in WASM
impl<T> ProgressSink for T
where
    T: FnMut(crate::app::calculate::ProgressMsg),
{
    fn send(&mut self, msg: crate::app::calculate::ProgressMsg) {
        self(msg);
    }
}

#[allow(clippy::type_complexity)]
pub(crate) fn get_images(
    source: SourceImg,
    settings: &GenerationSettings,
) -> Result<(Vec<(u8, u8, u8)>, Vec<(u8, u8, u8)>, Vec<i64>), Box<dyn Error>> {
    let source = settings.source_crop_scale.apply(&source, settings.sidelen);
    let source_pixels = source
        .pixels()
        .map(|p| (p[0], p[1], p[2]))
        .collect::<Vec<_>>();

    let (target, weights) = settings.get_target()?;
    let target_pixels = target
        .pixels()
        .map(|p| (p[0], p[1], p[2]))
        .collect::<Vec<_>>();
    assert_eq!(source_pixels.len(), target_pixels.len());
    Ok((source_pixels, target_pixels, weights))
}

#[derive(Clone, Copy, Serialize, Deserialize, PartialEq)]
pub struct CropScale {
    pub x: f32,     // -1: all left, 0: center, 1: all right
    pub y: f32,     // -1: all top, 0: center, 1: all bottom
    pub scale: f32, // 1: fit within frame, >1: zoom in, <1: not allowed
}

impl CropScale {
    pub fn identity() -> Self {
        Self {
            x: 0.0,
            y: 0.0,
            scale: 1.0,
        }
    }

    pub fn apply(&self, img: &SourceImg, sidelen: u32) -> SourceImg {
        let (w, h) = img.dimensions();

        let s = self.scale.max(1.0);

        let base_side = w.min(h) as f32;
        let mut crop_side = (base_side / s).floor().max(1.0);

        crop_side = crop_side.min(w as f32).min(h as f32);

        let max_x_off = (w as f32 - crop_side).max(0.0);
        let max_y_off = (h as f32 - crop_side).max(0.0);

        let xn = (self.x.clamp(-1.0, 1.0) + 1.0) * 0.5;
        let yn = (self.y.clamp(-1.0, 1.0) + 1.0) * 0.5;

        let x0 = (xn * max_x_off).floor() as u32;
        let y0 = (yn * max_y_off).floor() as u32;
        let cs = crop_side as u32;
        let cropped = imageops::crop_imm(img, x0, y0, cs, cs).to_image();

        if cs == sidelen {
            cropped
        } else {
            imageops::resize(&cropped, sidelen, sidelen, imageops::FilterType::Lanczos3)
        }
    }
}

#[derive(Clone, Copy, Debug, Serialize, Deserialize)]
pub enum Algorithm {
    Optimal,
    Genetic,
}

#[derive(Serialize, Deserialize, Clone)]
pub struct GenerationSettings {
    pub id: Uuid,
    pub name: String,

    pub proximity_importance: i64,
    pub algorithm: Algorithm,

    pub sidelen: u32,
    custom_target: Option<(u32, u32, Vec<u8>)>,
    pub target_crop_scale: CropScale,
    pub source_crop_scale: CropScale,
}

pub type SourceImg = image::RgbImage;

impl GenerationSettings {
    pub fn default(id: Uuid, name: String) -> Self {
        Self {
            name,
            proximity_importance: 13, // 20
            algorithm: Algorithm::Genetic,
            id,
            sidelen: 128,
            custom_target: None,
            target_crop_scale: CropScale::identity(),
            source_crop_scale: CropScale::identity(),
        }
    }

    pub fn get_target(&self) -> Result<(SourceImg, Vec<i64>), Box<dyn std::error::Error>> {
        let target = self.get_raw_target();
        let target = self.target_crop_scale.apply(&target, self.sidelen);
        let weights = if self.custom_target.is_some() {
            vec![255; (self.sidelen * self.sidelen) as usize] // uniform weights
        } else {
            let target_weights =
                image::load_from_memory(include_bytes!("weights256.png"))?.to_rgb8();
            let target_weights = self.target_crop_scale.apply(&target_weights, self.sidelen);
            load_weights(target_weights)
        };

        Ok((target, weights))
    }

    pub(crate) fn get_raw_target(&self) -> SourceImg {
        if let Some((w, h, data)) = &self.custom_target {
            image::ImageBuffer::from_vec(*w, *h, data.clone()).unwrap()
        } else {
            image::load_from_memory(include_bytes!("target256.png"))
                .unwrap()
                .to_rgb8()
        }
    }

    pub(crate) fn set_raw_target(&mut self, img: SourceImg) {
        let (w, h) = img.dimensions();
        let data = img.into_raw();
        self.custom_target = Some((w, h, data));
    }

    pub fn clone_with_new_id(&self) -> Self {
        let mut new = self.clone();
        new.id = Uuid::new_v4();

        new.name = if let Some(v_pos) = self.name.rfind(" v") {
            let potential_version = &self.name[v_pos + 2..];
            if let Ok(version) = potential_version.parse::<u32>() {
                let base_name = &self.name[..v_pos];
                format!("{} v{}", base_name, version + 1)
            } else {
                format!("{} v2", self.name)
            }
        } else {
            format!("{} v2", self.name)
        };

        new
    }
}

pub fn load_weights(source: SourceImg) -> Vec<i64> {
    let (width, height) = source.dimensions();
    let mut weights = vec![0; (width * height) as usize];
    for (x, y, pixel) in source.enumerate_pixels() {
        let weight = pixel[0] as i64;
        weights[(y * width + x) as usize] = weight;
    }
    weights
}

```

## /src/app/calculate/weights128.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/src/app/calculate/weights128.png

## /src/app/calculate/weights256.png

Binary file available at https://raw.githubusercontent.com/Spu7Nix/obamify/refs/heads/main/src/app/calculate/weights256.png

## /src/app/calculate/worker/mod.rs

```rs path="/src/app/calculate/worker/mod.rs" 
use eframe::wasm_bindgen::prelude::*;
use serde::{Deserialize, Serialize};
use web_sys::DedicatedWorkerGlobalScope;
use web_sys::js_sys;

#[derive(Serialize, Deserialize)]
pub enum WorkerReq {
    Process {
        source: crate::app::preset::UnprocessedPreset,
        settings: super::GenerationSettings,
    },
}

use crate::app::calculate::ProgressMsg;
use crate::app::calculate::process;

// thread_local! {
//     static CANCELLED: Rc<Cell<bool>> = Rc::new(Cell::new(false));
// }

#[wasm_bindgen]
pub fn worker_entry() {
    let global: DedicatedWorkerGlobalScope = js_sys::global().unchecked_into();
    let global_for_handler = global.clone();

    let handler = Closure::wrap(Box::new(move |e: web_sys::MessageEvent| {
        // Deserialize the incoming request
        let req: WorkerReq = match serde_wasm_bindgen::from_value(e.data()) {
            Ok(v) => v,
            Err(err) => {
                let _ = global_for_handler.post_message(
                    &serde_wasm_bindgen::to_value(&ProgressMsg::Error(format!("bad req: {err}")))
                        .unwrap(),
                );
                return;
            }
        };

        match req {
            WorkerReq::Process { source, settings } => {
                // Run job; if you need to keep the UI responsive in the worker,
                // wrap in an async task and yield occasionally.
                let global2 = global_for_handler.clone();

                // progress sink -> postMessage
                let mut sink = |msg: ProgressMsg| {
                    let _ = global2.post_message(&serde_wasm_bindgen::to_value(&msg).unwrap());
                };

                // If you need to yield, you can insert tiny awaits between steps.
                // Here we just call the portable sync fn:
                if let Err(e) = process(source, settings, &mut sink) {
                    sink(ProgressMsg::Error(e.to_string()));
                }
            }
        }
    }) as Box<dyn FnMut(_)>);

    global.set_onmessage(Some(handler.as_ref().unchecked_ref()));
    handler.forget();
}

```

## /src/app/preset.rs

```rs path="/src/app/preset.rs" 
use serde::{Deserialize, Serialize};

#[derive(Clone, Serialize, Deserialize)]
pub struct Preset {
    pub inner: UnprocessedPreset,
    pub assignments: Vec<usize>,
}

#[derive(Clone, Serialize, Deserialize)]
pub struct UnprocessedPreset {
    pub name: String,
    pub width: u32,
    pub height: u32,
    pub source_img: Vec<u8>,
}

```

## /src/lib.rs

```rs path="/src/lib.rs" 
#![warn(clippy::all, rust_2018_idioms)]

mod app;
pub use app::ObamifyApp;
#[cfg(target_arch = "wasm32")]
pub use app::worker_entry;

```

## /src/main.rs

```rs path="/src/main.rs" 
#![warn(clippy::all, rust_2018_idioms)]
#![cfg_attr(not(debug_assertions), windows_subsystem = "windows")] // hide console window on Windows in release

// When compiling natively:
#[cfg(not(target_arch = "wasm32"))]
fn main() -> eframe::Result {
    env_logger::init(); // Log to stderr (if you run with `RUST_LOG=debug`).

    let native_options = eframe::NativeOptions {
        viewport: egui::ViewportBuilder::default()
            .with_inner_size([1024.0, 1024.0])
            .with_min_inner_size([400.0, 400.0])
            .with_icon(
                // NOTE: Adding an icon is optional
                eframe::icon_data::from_png_bytes(&include_bytes!("../assets/icon128.png")[..])
                    .expect("Failed to load icon"),
            ),
        ..Default::default()
    };
    eframe::run_native(
        "obamify",
        native_options,
        Box::new(|cc| Ok(Box::new(obamify::ObamifyApp::new(cc)))),
    )
}

// When compiling to web using trunk:
#[cfg(target_arch = "wasm32")]
fn start_app() {
    use eframe::wasm_bindgen::JsCast as _;
    std::panic::set_hook(Box::new(console_error_panic_hook::hook));

    //web_sys::console::log_1(&"Starting obamify...".into());

    // Redirect `log` message to `console.log` and friends:
    eframe::WebLogger::init(log::LevelFilter::Warn).ok();

    let web_options = eframe::WebOptions {
        wgpu_options: egui_wgpu::WgpuConfiguration {
            // Force WebGL backend for maximum compatibility
            wgpu_setup: egui_wgpu::WgpuSetup::CreateNew(egui_wgpu::WgpuSetupCreateNew {
                instance_descriptor: egui_wgpu::wgpu::InstanceDescriptor {
                    backends: egui_wgpu::wgpu::Backends::GL,
                    ..Default::default()
                },
                power_preference: egui_wgpu::wgpu::PowerPreference::HighPerformance,
                device_descriptor: std::sync::Arc::new(|_adapter| {
                    let mut limits = egui_wgpu::wgpu::Limits::downlevel_webgl2_defaults();
                    // Clamp texture size to 2048 for WebGL compatibility
                    limits.max_texture_dimension_2d = 4096;
                    egui_wgpu::wgpu::DeviceDescriptor {
                        label: Some("egui_device"),
                        required_features: egui_wgpu::wgpu::Features::default(),
                        required_limits: limits,
                        memory_hints: egui_wgpu::wgpu::MemoryHints::default(),
                        trace: Default::default(),
                    }
                }),
                native_adapter_selector: None,
            }),
            ..Default::default()
        },
        ..Default::default()
    };

    wasm_bindgen_futures::spawn_local(async {
        let document = web_sys::window()
            .expect("No window")
            .document()
            .expect("No document");

        let canvas = document
            .get_element_by_id("the_canvas_id")
            .expect("Failed to find the_canvas_id")
            .dyn_into::<web_sys::HtmlCanvasElement>()
            .expect("the_canvas_id was not a HtmlCanvasElement");

        let start_result = eframe::WebRunner::new()
            .start(
                canvas,
                web_options,
                Box::new(|cc| Ok(Box::new(obamify::ObamifyApp::new(cc)))),
            )
            .await;

        // Remove the loading text and spinner:
        if let Some(loading_text) = document.get_element_by_id("loading_text") {
            match start_result {
                Ok(_) => {
                    loading_text.remove();
                }
                Err(e) => {
                    use web_sys::js_sys::JsString;

                    loading_text.set_inner_html(&format!(
                        "<div> Please enable hardware acceleration in your browser :) </div> <div class=\"error\"> Error: {} </div>",
                        std::convert::Into::<JsString>::into(e.clone())
                    ));
                    panic!("Failed to start eframe: {e:?}");
                }
            }
        }
    });
}

#[cfg(target_arch = "wasm32")]
pub fn main() {
    use wasm_bindgen::JsCast as _;
    console_error_panic_hook::set_once();

    // If we have a Window, we’re on the page → run the app.
    if web_sys::window().is_some() {
        start_app();
        return;
    }

    // Otherwise, if we have a DedicatedWorkerGlobalScope, we’re in a worker → install worker.
    if web_sys::js_sys::global()
        .dyn_ref::<web_sys::DedicatedWorkerGlobalScope>()
        .is_some()
    {
        obamify::worker_entry(); // <- your existing function that sets onmessage, etc.
        return;
    }

    // Fallback: unknown environment
    web_sys::console::warn_1(
        &"Unknown global (not Window / not DedicatedWorkerGlobalScope)".into(),
    );
}

```

## /worker.js

```js path="/worker.js" 
const params = new URLSearchParams(self.location.search)
const scriptName = params.get("script") || "./obamify.js"

try {
  const obamifyModule = await import(scriptName)
  const wasmName = scriptName.replace(".js", "_bg.wasm")

  await obamifyModule.default(wasmName)
} catch (e) {
  console.error("worker failed to initialize:", e)
  throw e
}

```


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