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Author SHA1 Message Date
Mel Massadian 9f982c205a release: 📦 add build 2024-11-04 00:40:48 +01:00
Mel Massadian 5d7950abb9 docs: 📚 add gitignore 2024-11-03 14:46:41 +01:00
539 changed files with 805 additions and 28352 deletions
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# Include any files or directories that you don't want to be copied to your
# container here (e.g., local build artifacts, temporary files, etc.).
#
# For more help, visit the .dockerignore file reference guide at
# https://docs.docker.com/engine/reference/builder/#dockerignore-file
**/.DS_Store
**/__pycache__
**/.venv
**/.classpath
**/.dockerignore
**/.env
**/.git
**/.gitignore
**/.project
**/.settings
**/.toolstarget
**/.vs
**/.vscode
**/*.*proj.user
**/*.dbmdl
**/*.jfm
**/bin
**/charts
**/docker-compose*
**/compose*
**/Dockerfile*
**/node_modules
**/npm-debug.log
**/obj
**/secrets.dev.yaml
**/values.dev.yaml
LICENSE
README.md
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[*]
end_of_line = lf
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* @melMass
extern/GFPGAN/* @TencentARC
extern/SadTalker/* @OpenTalker
nodes/deep_bump.py @HugoTini
web/imageFeed.js @pythongosssss @melMass
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# These are supported funding model platforms
github: [melMass]
custom: ["https://www.buymeacoffee.com/melmass"]
patreon: # Replace with a single Patreon username
open_collective: # Replace with a single Open Collective username
ko_fi: # Replace with a single Ko-fi username
tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel
community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry
liberapay: # Replace with a single Liberapay username
issuehunt: # Replace with a single IssueHunt username
otechie: # Replace with a single Otechie username
lfx_crowdfunding: # Replace with a single LFX Crowdfunding project-name e.g., cloud-foundry
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name: 🐞 Bug Report
title: '[bug] '
description: Report a bug
labels: ['type: 🐛 bug', 'status: 🧹 needs triage']
assignees:
- melMass
body:
- type: markdown
attributes:
value: |
## Before submiting an issue
- Make sure to read the README & INSTALL instructions.
- Please search for [existing issues](https://github.com/melMass/comfy_mtb/issues?q=is%3Aissue) around your problem before filing a report.
- Optionally check the `#mtb-nodes` channel on the Banodoco discord:
[![](https://dcbadge.vercel.app/api/server/AXhsabmDhn?style=flat)](https://discord.gg/IAXhsabmDhn)
### Try using the debug mode to get more info
If you use the env variable `MTB_DEBUG=true`, debug message from the extension will appear in the terminal.
- type: textarea
id: description
attributes:
label: Describe the bug
description: A clear description of what the bug is. Include screenshots if applicable.
placeholder: Bug description
validations:
required: true
- type: textarea
id: reproduction
attributes:
label: Reproduction
description: Steps to reproduce the behavior.
placeholder: |
1. Add node xxx ...
2. Connect to xxx ...
3. See error
- type: textarea
id: expected-behavior
attributes:
label: Expected behavior
description: A clear description of what you expected to happen.
- type: dropdown
id: os
attributes:
label: Operating System
description: What OS are you using?
options:
- Windows (Default)
- Linux
- Mac
default: 0
validations:
required: true
- type: dropdown
id: comfy_mode
attributes:
label: Comfy Mode
description: What flavor of Comfy do you use?
options:
- Comfy Portable (embed) (Default)
- In a custom virtual env (venv, virtualenv, conda...)
- Google Colab
- Other (online services, containers etc..)
default: 0
validations:
required: true
- type: textarea
id: logs
attributes:
label: Console output
description: Paste the console output without backticks
render: sh
- type: textarea
id: context
attributes:
label: Additional context
description: Add any other context about the problem here.
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blank_issues_enabled: false
@@ -1,35 +0,0 @@
name: 💡 Feature Request
title: "[feat] "
description: Suggest an idea
labels: ["type: 🤚 feature request"]
body:
- type: textarea
id: problem
attributes:
label: Describe the problem
description: A clear description of the problem this feature would solve
placeholder: "I'm always frustrated when..."
validations:
required: true
- type: textarea
id: solution
attributes:
label: "Describe the solution you'd like"
description: A clear description of what change you would like
placeholder: "I would like to..."
validations:
required: true
- type: textarea
id: alternatives
attributes:
label: Alternatives considered
description: "Any alternative solutions you've considered"
- type: textarea
id: context
attributes:
label: Additional context
description: Add any other context about the problem here.
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name: 📦 Building wheels
on:
workflow_dispatch:
# push:
# tags:
# - "v*"
jobs:
build:
strategy:
fail-fast: false
matrix:
include:
- os: windows-latest
platform: win32
arch: x64
# - os: macos-latest
# platform: darwin
# arch: arm64
- os: ubuntu-latest
platform: linux
arch: x64
runs-on: ${{ matrix.os }}
env:
archive_name: deps-wheels_${{ matrix.os }}-${{ matrix.platform }}-${{ matrix.arch }}
steps:
- name: ♻️ Checking out the repository
uses: actions/checkout@v3
- name: '🐍 Setting up Python'
uses: actions/setup-python@v4
with:
python-version: '3.10.9'
- name: 📦 Building and Bundling wheels
shell: bash
run: |
python -m pip wheel --no-cache-dir -r reqs.txt -w ./wheels 2>&1 | tee build.log
# find source wheels
packages=$(cat build.log | awk -F 'Building wheels for collected packages: ' '{print $2}')
packages=$(echo "$packages" | tr -d '[:space:]')
IFS=', ' read -r -a package_array <<< "$packages"
# Save reversed package_array to wheel_order.txt
reversed_array=()
for ((idx=${#package_array[@]}-1; idx>=0; idx--)); do
reversed_array+=("${package_array[idx]}")
done
printf '%s\n' "${reversed_array[@]}" > ./wheels/wheel_order.txt
printf "Autodetect this source package: \e[32m%s\e[0m\n" "${package_array[@]}"
# Iterate through the wheel files and remove those that are not source built
for wheel_file in ./wheels/*.whl; do
# Extract the package name from the wheel filename
package_name=$(basename "$wheel_file" .whl | awk -F '-' '{print $1}')
printf "Checking package: %s\n" "$package_name"
# Check if the package is not in the array of source built packages
if [[ ! " ${package_array[@]} " =~ " ${package_name} " ]]; then
echo "Removing $wheel_file"
rm "$wheel_file"
fi
done
if [ "$RUNNER_OS" == "Windows" ]; then
"C:/Program Files/7-Zip/7z.exe" a -mfb=258 -tzip ${{ env.archive_name }}.zip wheels
else
zip -r -9 -y -m ${{ env.archive_name }}.zip wheels
fi
- name: 💾 Store cache
uses: actions/cache/save@v3
with:
path: ${{ env.archive_name }}.zip
key: ${{ env.archive_name }}-${{ hashFiles('reqs.txt') }}
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name: 📦 Publish to Comfy registry
on:
workflow_dispatch:
push:
tags:
- '*'
permissions:
issues: write
jobs:
publish-node:
name: Publish Custom Node to registry
runs-on: ubuntu-latest
if: ${{ github.repository_owner == 'melMass' }}
steps:
- name: ♻️ Check out code
uses: actions/checkout@v4
with:
submodules: true
- name: 📦 Publish Custom Node
uses: Comfy-Org/publish-node-action@v1
with:
personal_access_token: ${{ secrets.COMFY_REGISTRY_TOKEN }}
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name: 📦 Release
on:
workflow_dispatch:
inputs:
name:
description: Release tag / name ?
required: true
default: 'latest'
type: string
environment:
description: Environment to run tests against
type: environment
required: false
# push:
# tags:
# - "v*"
jobs:
release:
permissions:
contents: write
runs-on: ubuntu-latest
env:
repo_name: ${{ github.event.repository.name }}
steps:
- name: ♻️ Checking out the repository
uses: actions/checkout@v3
with:
submodules: 'recursive'
path: ${{ env.repo_name }}
# - name: 📝 Prepare file with paths to remove
# run: |
# find ${{ env.repo_name }} -type f -size +10M > .release_ignore
# find ${{ env.repo_name }} -type d -empty >> .release_ignore
# shell: bash
- name: 🗑️ Remove files and directories listed in .release_ignore
shell: bash
run: |
release_ignore="${{ env.repo_name }}/.release_ignore"
if [ -f "$release_ignore" ]; then
while IFS= read -r entry || [ -n "$entry" ]; do
target="${{ env.repo_name }}/$entry"
if [ -e "$target" ]; then
if [ -f "$target" ]; then
rm "$target"
elif [ -d "$target" ]; then
rm -r "$target"
fi
else
echo "Warning: $entry does not exist in the repository. Skipping removal."
fi
done < "$release_ignore"
else
echo "No .release_ignore file found. Skipping removal of files and directories."
fi
- name: 📦 Building custom comfy nodes
shell: bash
run: |
if [ "$RUNNER_OS" == "Windows" ]; then
"C:/Program Files/7-Zip/7z.exe" a -mfb=258 -tzip ${{ env.repo_name }}-${{ inputs.name }}.zip ${{ env.repo_name }}
else
zip -r -9 -y -m ${{ env.repo_name }}-${{ inputs.name }}.zip ${{ env.repo_name }}
fi
- name: ✅ Create release
uses: softprops/action-gh-release@v1
with:
tag_name: ${{ inputs.name }}
files: |
${{ env.repo_name }}-${{ inputs.name }}.zip
release-wheels:
permissions:
contents: write
strategy:
fail-fast: true
matrix:
include:
- os: windows-latest
platform: win32
arch: x64
# - os: macos-latest
# platform: darwin
# arch: arm64
- os: ubuntu-latest
platform: linux
arch: x64
runs-on: ${{ matrix.os }}
env:
archive_name: deps-wheels_${{ matrix.os }}-${{ matrix.platform }}-${{ matrix.arch }}
steps:
- name: 💾 Restore cache
uses: actions/cache/restore@v3
id: cache
with:
path: ${{ env.archive_name }}.zip
key: ${{ env.archive_name }}-${{ hashFiles('reqs.txt') }}
- name: 📦 Unzip wheels
shell: bash
run: |
mkdir -p wheels
unzip -j ${{ env.archive_name }}.zip "**/*.whl" -d wheels
unzip -j ${{ env.archive_name }}.zip "**/*.txt" -d wheels
if: success()
- name: ✅ Add wheels to release
uses: softprops/action-gh-release@v1
with:
tag_name: ${{ inputs.name }}
files: |
wheels/*.whl
wheels/wheel_order.txt
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name: 🧪 Test Comfy Portable
on: workflow_dispatch
jobs:
install-comfy:
runs-on: windows-latest
env:
repo_name: ${{ github.event.repository.name }}
steps:
- name: ⚡️ Restore Cache if Available
id: cache-comfy
uses: actions/cache/restore@v3
with:
path: ComfyUI_windows_portable
key: ${{ runner.os }}-comfy-env
- name: 🚡 Download and Extract Comfy
id: download-extract-comfy
if: steps.cache-comfy.outputs.cache-hit != 'true'
shell: bash
run: |
mkdir comfy_temp
curl -L -o comfy_temp/comfyui.7z https://github.com/comfyanonymous/ComfyUI/releases/download/latest/ComfyUI_windows_portable_nvidia_cu118_or_cpu.7z
7z x comfy_temp/comfyui.7z -o./comfy_temp
# mv comfy_temp/ComfyUI_windows_portable/python_embeded .
# mv comfy_temp/ComfyUI_windows_portable/ComfyUI .
# mv comfy_temp/ComfyUI_windows_portable/update .
ls
mv comfy_temp/ComfyUI_windows_portable .
- name: 💾 Store cache
uses: actions/cache/save@v3
if: steps.cache-comfy.outputs.cache-hit != 'true'
with:
path: ComfyUI_windows_portable
key: ${{ runner.os }}-comfy-env
- name: ⏬ Install other extensions
shell: bash
run: |
export COMFY_PYTHON="${GITHUB_WORKSPACE}/ComfyUI_windows_portable/python_embeded/python.exe"
cd "${GITHUB_WORKSPACE}/ComfyUI_windows_portable/ComfyUI/custom_nodes"
git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors
cd comfy_controlnet_preprocessors
$COMFY_PYTHON -m pip install -r requirements.txt
- name: ♻️ Checking out comfy_mtb to custom_nodes
uses: actions/checkout@v3
with:
submodules: 'recursive'
path: ComfyUI_windows_portable/ComfyUI/custom_nodes/${{ env.repo_name }}
- name: 📦 Install mtb nodes
shell: bash
run: |
# run install
export COMFY_PYTHON="${GITHUB_WORKSPACE}/ComfyUI_windows_portable/python_embeded/python.exe"
cd "${GITHUB_WORKSPACE}/ComfyUI_windows_portable/ComfyUI/custom_nodes"
$COMFY_PYTHON ${{ env.repo_name }}/install.py -w
- name: ⏬ Import mtb_nodes
shell: bash
run: |
export COMFY_PYTHON="${GITHUB_WORKSPACE}/ComfyUI_windows_portable/python_embeded/python.exe"
cd "${GITHUB_WORKSPACE}/ComfyUI_windows_portable/ComfyUI"
$COMFY_PYTHON -s main.py --quick-test-for-ci --cpu
$COMFY_PYTHON -m pip freeze
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.svelte-kit
__pycache__
*.py[cod]
*.onnx
wheels/
node_modules/
compose.yaml
comfy_mtb.wsb
Dockerfile
# I store the gh-pages worktrees (src & build) there
.worktrees
node_modules
.DS_Store
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[submodule "extern/google-FILM"]
path = extern/frame_interpolation
url = https://github.com/google-research/frame-interpolation
[submodule "extern/GFPGAN"]
path = extern/GFPGAN
url = https://github.com/TencentARC/GFPGAN.git
[submodule "extern/frame_interpolation"]
path = extern/frame_interpolation
url = https://github.com/google-research/frame-interpolation
[submodule "wiki"]
path = wiki
url = https://github.com/melMass/comfy_mtb.wiki.git
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-- HACK: this should theorically not be needed since the lsp should read from the pyproject
-- tried: ruff-lsp or basedpyright
local comfyRoot = vim.fn.expand("%:p:h:h:h")
if not vim.env.PYTHONPATH or vim.env.PYTHONPATH == "" then
vim.env.PYTHONPATH = comfyRoot
else
vim.env.PYTHONPATH = vim.env.PYTHONPATH .. ";" .. comfyRoot
end
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default_language_version:
python: python3.10
repos:
- repo: https://github.com/melmass/hooks
rev: e8c6c18175ed4f6e30f23991de7989411e09c73b
hooks:
- id: fix-trailing-whitespace
- id: bump-version
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{
"semi": false,
"singleQuote": true,
"tabWidth": 2,
"useTabs": false
}
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extern/frame_interpolation/moment.gif
extern/frame_interpolation/photos
extern/GFPGAN/inputs
.git
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# Changelog
This is an automated changelog based on the commits in this repository.
Check the notes in the [releases](https://github.com/melMass/comfy_mtb/releases) for more information.
## [main] - 2025-04-16
### Bug Fixes
- 🐛 note+ breaking wfs ([af42134](https://github.com/melMass/comfy_mtb/commit/af421340286b234e4c0cfcd4143a9d8726ebf3d1))
- 🐛 ColorCorrect clamp issue ([a85e57b](https://github.com/melMass/comfy_mtb/commit/a85e57b18c7d3c765131873ffff523244ca9be73))
- 🐛 Whisper chunks processing ([8bf3545](https://github.com/melMass/comfy_mtb/commit/8bf3545fec5b2a180607d40394b025a1e09c14b6))
- 🐛 stackImages move to device ([d87e52e](https://github.com/melMass/comfy_mtb/commit/d87e52ea2c112fd95f257dcd6a54a5db77a34fc3))
- 🐛 bbox upscale from center ([55261bd](https://github.com/melMass/comfy_mtb/commit/55261bda7c33d088b62c5483e4483201e5a9ce77))
- 🐛 add MASK support for PickFromBatch ([0d264b9](https://github.com/melMass/comfy_mtb/commit/0d264b90a78d5a6719fb3ce71f4e9a642db4c950))
- 🐛 use addDOMWidget for Debug node ([46af602](https://github.com/melMass/comfy_mtb/commit/46af6027d6c87d0c29b8bb0fd1cc1dbdae993629))
- 🐛 use "modern" notation in toDevice ([b7ca8ed](https://github.com/melMass/comfy_mtb/commit/b7ca8ed1c6e117b71afd7696f55dcc3dbd5bad08))
- 🐛 handle missing submodules ([d61da30](https://github.com/melMass/comfy_mtb/commit/d61da304099ff5e4528e4beb1ecc2eb83cabaaa1))
- 🐛 add warnings about what each IO mode can do ([6608c0b](https://github.com/melMass/comfy_mtb/commit/6608c0b6d1cf8f7a9901214096f8c78bfe17056f))
- 🐛 soft deprecate compression h264 ([a757e1c](https://github.com/melMass/comfy_mtb/commit/a757e1c98b2abbd2221a15b77e89d772e02d1d82))
- 🐛 limit packages allowed to be installed from API ([d6e004c](https://github.com/melMass/comfy_mtb/commit/d6e004cce2c32f8e48b868e66b89f82da4887dc3))
- 🐛 ensure default settings (io sidebar) ([ed17fa2](https://github.com/melMass/comfy_mtb/commit/ed17fa2ef4688aadf305a6d51b32c13a0efd22d6))
- 🐛 spawn colour picker at pointer location ([e5482ae](https://github.com/melMass/comfy_mtb/commit/e5482aee5e3de07e8f055b3edc0fccc0e0f75c14)) by [@webfiltered](https://github.com/webfiltered) in [#223](https://github.com/melMass/comfy_mtb/pull/223)
- 🐛 i/o sidebar for custom paths ([62469a4](https://github.com/melMass/comfy_mtb/commit/62469a4dd96e32509171aad74fcae8d2bb0ec593))
### Features
- ⚡ add BatchFromFolder ([9618513](https://github.com/melMass/comfy_mtb/commit/96185132b83c182032e9f6e822561eb5699af517))
- ⚡ add use_normalized to TransformBatch2D ([d4a31bf](https://github.com/melMass/comfy_mtb/commit/d4a31bf19c2863df8dfc4cb9a3cd6683304949e4))
- [**breaking**] ⚡ add support for masks in BatchFLoatMath ([fc7ba08](https://github.com/melMass/comfy_mtb/commit/fc7ba084f6ed7880e88e28eb448ab0bd7d796824))
- ✨ add use_normalized to TransformImage ([4516aa9](https://github.com/melMass/comfy_mtb/commit/4516aa9cb4fcb12c946999d6dcc1501cc09011a3))
- ✨ add regex support for String Replace ([78946b0](https://github.com/melMass/comfy_mtb/commit/78946b0fa3c3cf5dfcee8c7c4c0921b722d09d1e)) by [@poetryiii](https://github.com/poetryiii) in [#233](https://github.com/melMass/comfy_mtb/pull/233)
- ✨ update diarization to 3.1 ([c30408f](https://github.com/melMass/comfy_mtb/commit/c30408f96d4df9c7d35545654401162090a74305)) by [@numz](https://github.com/numz)
- ✨ add "workflow" query to /mtb/view endpoint ([eb7cf89](https://github.com/melMass/comfy_mtb/commit/eb7cf89f173b2342b04e7b61dca3d12cfaf65bdb))
- ✨ add stretch_x and stretch_y to TransformImage ([22fce6f](https://github.com/melMass/comfy_mtb/commit/22fce6fdda135cbb1f1aad42c86aae166cba81b5))
- ✨ add AudioDuration node ([f471497](https://github.com/melMass/comfy_mtb/commit/f47149746ac1e418cda2007c38aafbb03946ce22))
- ✨ basic whisper nodes ([83cfc5c](https://github.com/melMass/comfy_mtb/commit/83cfc5c723d1a572af67ad14b52be4f8371a3c5f))
- ✨ add BboxForDimensions ([9405784](https://github.com/melMass/comfy_mtb/commit/940578476438eaa6a42e0056f1b7b319ee585334))
- ✨ improve the debug node ([cf7a9c4](https://github.com/melMass/comfy_mtb/commit/cf7a9c41e81e8dd461ab9dfa3c05bb8e2cdf2a67))
- ✨ add BatchImageToSublist and counterpart ([00173fa](https://github.com/melMass/comfy_mtb/commit/00173fa3fbca4c5b1ff3016cc5139705ce61ec20))
- ✨ add TensorOps ([a8cf465](https://github.com/melMass/comfy_mtb/commit/a8cf4650ff5cbd4975ef954b5829c772ee53250c))
- ✨ live update outputs grid ([7f7a62f](https://github.com/melMass/comfy_mtb/commit/7f7a62f832c865a13b9181daee79d3cfc21581e2)) by [@christian-byrne](https://github.com/christian-byrne) in [#229](https://github.com/melMass/comfy_mtb/pull/229)
- ✨ add SaveImage passthrough ([0eeb707](https://github.com/melMass/comfy_mtb/commit/0eeb707f34f51142def8e0ef7d351ee5028cb5e0))
- ✨ add filtering to TransformImage ([bae26a0](https://github.com/melMass/comfy_mtb/commit/bae26a07fb02dd518c621eba28986a51c5d086bc))
- ✨ add support for video in I/O sidebar ([c92d99a](https://github.com/melMass/comfy_mtb/commit/c92d99a8a37a64cfc285296f21452c4927a22774))
- ✨ add an extra static input to Stack Images ([3f6d082](https://github.com/melMass/comfy_mtb/commit/3f6d08294096918d50101a19083f9134305cc8c9)) in [#222](https://github.com/melMass/comfy_mtb/pull/222)
- ✨ add support for subdirs (i/o sidebar) ([52bd76e](https://github.com/melMass/comfy_mtb/commit/52bd76e19c8bd7e72986900e5dbfade0457ef7e0))
- ✨ add Batch Sequence Nodes ([827c64c](https://github.com/melMass/comfy_mtb/commit/827c64c43d52ebfb8acd2e5c4491c4b66e6b8f40))
- ✨ add support for more formats (I/O sidebar) ([8c629be](https://github.com/melMass/comfy_mtb/commit/8c629bee186b5ac991058018a788e4a836eef630))
### Miscellaneous Tasks
- 🧹 bump version ([d093d76](https://github.com/melMass/comfy_mtb/commit/d093d76efd87474a3ca82858147255038060ab17))
- 🧹 small adjustments ([01107c4](https://github.com/melMass/comfy_mtb/commit/01107c45f8539ff7c579e08e2a9075d93781b9a2))
- 🤖 update publish action workflow with permissions and version constraints ([0e48aaa](https://github.com/melMass/comfy_mtb/commit/0e48aaa3e4f1e440a5d7ab42df56b728ced03aca)) by [@robinjhuang](https://github.com/robinjhuang) in [#237](https://github.com/melMass/comfy_mtb/pull/237)
- 🧹 basic standalone detection ([3a25526](https://github.com/melMass/comfy_mtb/commit/3a25526e818a1af8f886d2ad5c27101c4a0caa8b))
- 🧹 rename type ([edcb3da](https://github.com/melMass/comfy_mtb/commit/edcb3da08bff66f9adcef8dcd37c3925e64d0135))
- 🧹 update env file ([fc908ba](https://github.com/melMass/comfy_mtb/commit/fc908ba0a528523b7c1e37e34fb32f430746de0d))
- 🧹 dev ([9a94371](https://github.com/melMass/comfy_mtb/commit/9a943714aada107bfd236e00fa1063872db7a834))
- 🧹 apply formatting ([58ae89f](https://github.com/melMass/comfy_mtb/commit/58ae89f8e0f0f8b42825722a6aebc04da39847b1))
### Refactor
- 📦 add model autodownload ([147edcf](https://github.com/melMass/comfy_mtb/commit/147edcfcbc09dd27a0c787f9da568fb850c3308a))
### Wip
- 🚧 loop drawing ([ead4b34](https://github.com/melMass/comfy_mtb/commit/ead4b34e6dd03ea4ed309b246ef31c995325aa08))
## New Contributors
* [@poetryiii](https://github.com/poetryiii) made their first contribution in [#233](https://github.com/melMass/comfy_mtb/pull/233)
* [@numz](https://github.com/numz) made their first contribution in [#](https://github.com/melMass/comfy_mtb/pull/)
* [@webfiltered](https://github.com/webfiltered) made their first contribution in [#223](https://github.com/melMass/comfy_mtb/pull/223)
## [0.2.0] - 2024-12-08
### Bug Fixes
- 🐛 remove mtb sidebar ([b0d52f7](https://github.com/melMass/comfy_mtb/commit/b0d52f73051368df6de2d1e10ad28ca56df72803))
- 🐛 always enable the I/O sidebar ([ec1cb1a](https://github.com/melMass/comfy_mtb/commit/ec1cb1ac17d14670aa756dfb1ae7542397b12559))
- 🐛 ui shifts on animation builder ([ecbb220](https://github.com/melMass/comfy_mtb/commit/ecbb220de6a05f2e506ec43f2b786be983166157))
- 🐛 category for settings ([b6fa571](https://github.com/melMass/comfy_mtb/commit/b6fa571fd2096ace60d03cab42dba9ca37d0cb27)) in [#211](https://github.com/melMass/comfy_mtb/pull/211)
- 🐛 new UI issues ([f272526](https://github.com/melMass/comfy_mtb/commit/f272526bfc5da95e95d42cb4c613a0b9585b2577))
- 🐛 disable old BOOL widget (legacy) ([8596b81](https://github.com/melMass/comfy_mtb/commit/8596b8184edb484c907475a77ac1dc9e4a5c92af))
- 🐛 pass ONNX providers explicitely ([43092e4](https://github.com/melMass/comfy_mtb/commit/43092e44a4ea17f90fcfb12372da634fe4b79557))
- 🐛 typo in mtb_widgets error catch ([80b5a0c](https://github.com/melMass/comfy_mtb/commit/80b5a0ca7459763e7662421bccd8636976eefddd)) by [@christian-byrne](https://github.com/christian-byrne) in [#197](https://github.com/melMass/comfy_mtb/pull/197)
- 🐛 doc widget sidebar offset in the new ui ([81b3bc1](https://github.com/melMass/comfy_mtb/commit/81b3bc1651f06ad2fa7938f810d3f406f5e7c41c))
- 🐛 don't fallback to eval ([997d2fb](https://github.com/melMass/comfy_mtb/commit/997d2fb13af6aadf36873ea2ea3317e56f405aef))
- 🐛 rework main utils ([c99b081](https://github.com/melMass/comfy_mtb/commit/c99b0812ab4a4183ef9298fb8a7c954bc7c858b2))
- 🐛 MaskToImage ([821a0ef](https://github.com/melMass/comfy_mtb/commit/821a0ef42735a0a97ab82be22a4fdc67c9cfc80e))
### Documentation
- 📚 update wiki ([e17c6e2](https://github.com/melMass/comfy_mtb/commit/e17c6e29f5111bf5085b1fe6f764cfd1aae709f2))
- 📚 remove link ([5bc125d](https://github.com/melMass/comfy_mtb/commit/5bc125d2f08470c8900dfd89deca721835848917))
- 📚 clean readme ([333f646](https://github.com/melMass/comfy_mtb/commit/333f646ab1959d2c944fb046275cc93a545d557c))
### Features
- ✨ add h264 compression node ([e32d1e0](https://github.com/melMass/comfy_mtb/commit/e32d1e02df5e3a9351f829513f7ee3ffb2934be4))
- ✨ add postshot nodes ([27e03fa](https://github.com/melMass/comfy_mtb/commit/27e03fa23efffda461c6975b15fe3964de476cb3))
- ✨ improve the I/O sidebar ([cd9e614](https://github.com/melMass/comfy_mtb/commit/cd9e614b1a385d6b06eacfaad62def1d69f09808)) in [#193](https://github.com/melMass/comfy_mtb/pull/193)
- ✨ add UpscaleBBoxBy ([74af5c6](https://github.com/melMass/comfy_mtb/commit/74af5c6499ef5dd73ce66c4c21b8c3507d69b037))
- ✨ simplified sidebar and backend ([22f7c30](https://github.com/melMass/comfy_mtb/commit/22f7c3037345a866c9ff0b06f6689748021cee63))
- ✨ add Interpolate Condition ([0133fb9](https://github.com/melMass/comfy_mtb/commit/0133fb93bc944d0dd7593b89b36e5b2676d9397a))
- ✨ dump of wip things... ([cf7d305](https://github.com/melMass/comfy_mtb/commit/cf7d30507e7e449c4489e6a1ca159d3d0486bc55))
- ✨ use the new parser for documentations ([4e593bb](https://github.com/melMass/comfy_mtb/commit/4e593bb30be561e39f1790e3514f60bb39e5a261))
- ✨ add @mtb/markdown-parser bundles ([097ca33](https://github.com/melMass/comfy_mtb/commit/097ca33b8e7b27148e183e91712dc34d98d1a69b))
- ✨ add VitMatte nodes ([896a025](https://github.com/melMass/comfy_mtb/commit/896a025006f9c7809c5e0776393a28f908be8950))
- ✨ add ColorCorrectGPU ([9651a70](https://github.com/melMass/comfy_mtb/commit/9651a7034120589b059329b21688708e42772453))
- ✨ add Swap FG/BG colors to MaskToImage ([57683c3](https://github.com/melMass/comfy_mtb/commit/57683c3c7d299a117a26526d52de4c26f2ec0f69))
- ✨ add Extract coordinates ([f99f92e](https://github.com/melMass/comfy_mtb/commit/f99f92e8f7b2d6fac56f7f40049715910e15cfee))
- ✨ add AudioCut ([5681b46](https://github.com/melMass/comfy_mtb/commit/5681b464adce395086712b61159b2694150b8027))
- ✨ add AudioStack ([8d0fcee](https://github.com/melMass/comfy_mtb/commit/8d0fcee2f3decc1cbbf3b850332e6b2a022e1377))
- ✨ add AudioSequence node ([1078fc6](https://github.com/melMass/comfy_mtb/commit/1078fc6f0fb225b52536f25ec6a9fa0456a90595))
- ✨ add Split Bbox node ([9007a70](https://github.com/melMass/comfy_mtb/commit/9007a70aa0d6b2ead0f68f7aff8ae8e3c4f3624f))
- ✨ update lerp example ([1a0ebd5](https://github.com/melMass/comfy_mtb/commit/1a0ebd5173687784f279a9c2184c89fb3be01dc5))
### Miscellaneous Tasks
- 🧹 bump minor ([50cb6f5](https://github.com/melMass/comfy_mtb/commit/50cb6f5ed6e5d9fecb9733ef3f7852b8500005e9))
- 🧹 add worktree to gitignores ([9ccf572](https://github.com/melMass/comfy_mtb/commit/9ccf572a158caeab9bff53853e8f6fb85b76776d))
- 🧹 remove dupe code ([e099d58](https://github.com/melMass/comfy_mtb/commit/e099d581a7627c3a66d2e3e6df3a701b0e5f31b7))
- 🧹 update externs ([784fb01](https://github.com/melMass/comfy_mtb/commit/784fb0145b7421e2730b52237ce6a8b63b189191))
- 🧹 add pathlibed inputs to utils ([a825504](https://github.com/melMass/comfy_mtb/commit/a825504bdd67e3461be8118119e0becc35f8af40))
- 🧹 disable Constant ([22190cd](https://github.com/melMass/comfy_mtb/commit/22190cd25ee590595f8f19e75a9a6c539699622b))
- 🧹 new ui is default, flag for old ui ([a976adb](https://github.com/melMass/comfy_mtb/commit/a976adbb39a13b4cd76f224ebba40c604900c862))
- 🧹 add methods to shared ([f8829fc](https://github.com/melMass/comfy_mtb/commit/f8829fcb373e0f9bc4f0ad36c939f372349943bf))
- 🧹 add an old_ui flag to my launcher ([dbdf276](https://github.com/melMass/comfy_mtb/commit/dbdf27664cd207dbbc69b8d635adcd59ed8d269a))
- 🧹 move qrcode to his own file ([7d5569e](https://github.com/melMass/comfy_mtb/commit/7d5569e5c1e0f0b6ccb505a02f74640139d6aaf9))
## [0.1.6] - 2024-07-03
### Bug Fixes
- 🐛 menu callback issue ([d64fac4](https://github.com/melMass/comfy_mtb/commit/d64fac4b74e0590acde5e3b8edd4a2f715448cf5))
### Documentation
- 📚 Update requirements file in INSTALL.md ([f25f6bd](https://github.com/melMass/comfy_mtb/commit/f25f6bdcd13d50f9d383065321320b0ce6a03214)) by [@elthariel](https://github.com/elthariel) in [#186](https://github.com/melMass/comfy_mtb/pull/186)
### Features
- ✨ add alpha channel support for faceswap/restore ([d6343e1](https://github.com/melMass/comfy_mtb/commit/d6343e1860f46947e93758f8bba03857c9326b38))
### Miscellaneous Tasks
- 🧹 better classname extraction ([d687497](https://github.com/melMass/comfy_mtb/commit/d687497d8041ab5d77bd31909592def6e4d0e7f6))
- 🤖 limit release only to tags ([4eebdd8](https://github.com/melMass/comfy_mtb/commit/4eebdd8b8bff73c3db4f0248da8dac7d67cb310b))
- 🧹 runner ([fb34671](https://github.com/melMass/comfy_mtb/commit/fb34671ee6fe80b965fe576c279ed1ff77a358f2))
- 🤖 only publish on tag ([f1b4846](https://github.com/melMass/comfy_mtb/commit/f1b484617a917d38d9b3658d8920aa7dec672a79))
- 🧹 small fixes ([4507842](https://github.com/melMass/comfy_mtb/commit/4507842a706141977a6a68945c36e977c358d91a))
## New Contributors
* [@elthariel](https://github.com/elthariel) made their first contribution in [#186](https://github.com/melMass/comfy_mtb/pull/186)
## [0.1.5] - 2024-06-21
### Bug Fixes
- 🐛 keep the last model match instead of first ([1edc2cd](https://github.com/melMass/comfy_mtb/commit/1edc2cd10de81297e7a895009d358813e79b70ba))
- 🐛 properly initialize the curve value ([35622e3](https://github.com/melMass/comfy_mtb/commit/35622e3a5e58103a8f5b150556b85e97e31555e1))
- 🐛 ImageCompare improvements ([acc2d68](https://github.com/melMass/comfy_mtb/commit/acc2d687d596bf82c2075f9a24003eacf18adfe7)) by [@christian-byrne](https://github.com/christian-byrne) in [#176](https://github.com/melMass/comfy_mtb/pull/176)
- 🐛 repetitive warning ([780c52f](https://github.com/melMass/comfy_mtb/commit/780c52f03aca3079a1b695510341486720004bec)) by [@vxkj1211](https://github.com/vxkj1211) in [#177](https://github.com/melMass/comfy_mtb/pull/177)
- 🐛 add back was conversion node ([349a852](https://github.com/melMass/comfy_mtb/commit/349a8524c6f7fcab4a124cacb60bfbef1463cf1b))
- 🐛 drag lag on documentation resize handle ([15330ea](https://github.com/melMass/comfy_mtb/commit/15330eab655f66214d3c25fd237679f090175c32))
- 🐛 kwarg typo ([1571782](https://github.com/melMass/comfy_mtb/commit/1571782d012b83bce32a065e700f9a587db234d2))
- 🐛 seed of PlotBatchFloat ([5b40302](https://github.com/melMass/comfy_mtb/commit/5b4030288d43c79859c9706a12aa0f8b7dea190f))
- 🐛 forceInput for FLOAT <-> FLOATS converters ([5a0ef0d](https://github.com/melMass/comfy_mtb/commit/5a0ef0dadd01fd5937ed0715d829d6a456f96318))
- 🐛 FLOAT always need options to be set ([967e72f](https://github.com/melMass/comfy_mtb/commit/967e72fc66780685f8192cb8fe13ba66b9326f63))
- 🐛 remove doc if opened on node delete ([bee3f47](https://github.com/melMass/comfy_mtb/commit/bee3f47a14ddb92b3760098666bf75dc7d37f1e4))
- 🐛 for documentation on HiDPI ([b11346a](https://github.com/melMass/comfy_mtb/commit/b11346aba88d9f1dac3b6b42c691979cc0978b6f))
- 🐛 never remove input 0 of dynamic inputs ([30982fa](https://github.com/melMass/comfy_mtb/commit/30982fa48829c3fc2a6745ce5a07537a3d94b2f9))
- 🐛 use the same fix as dynamicInputs for debug ([92b7990](https://github.com/melMass/comfy_mtb/commit/92b79906cd2ee1b4ca3ff25378d7786b5a47cb75))
- 🐛 missing numberInput ([76f365b](https://github.com/melMass/comfy_mtb/commit/76f365b5eee165c76f3da7d2e3950786685bc08b))
- 🐛 better curve ([da67e76](https://github.com/melMass/comfy_mtb/commit/da67e766c2f700dd9e2f51a5bafe07c612904f5d))
- 🐛 prepend MTB_ to all classes ([b1d74ad](https://github.com/melMass/comfy_mtb/commit/b1d74adb15166e3e5eb9cf92d6148e4644bed346))
- 🐛 dynamic connections ([652ac3f](https://github.com/melMass/comfy_mtb/commit/652ac3f3b971582b02115177fd6f7a9d3d7295df))
- 🐛 remaining issue before merge ([100067a](https://github.com/melMass/comfy_mtb/commit/100067a645194366426f29b085bf25d0623f4fac))
- 🐛 debug issues ([7807449](https://github.com/melMass/comfy_mtb/commit/7807449e6dcc01cfdb7f0eb818569184c8b41af2))
- 🐛 errors when insightface's folder missing ([e838c04](https://github.com/melMass/comfy_mtb/commit/e838c04758402250fd3464d6cd6a6f872e8cef29))
- 🐛 typo ([e40ad7a](https://github.com/melMass/comfy_mtb/commit/e40ad7a574f961ebe1f338b97214da5cbadcc529))
- 🐛 better defaults (cont) ([1da483a](https://github.com/melMass/comfy_mtb/commit/1da483a8baa6a893f1adb05ef79b90c4412c3834))
- 🐛 better defaults for Autopan ([5eff38b](https://github.com/melMass/comfy_mtb/commit/5eff38b387d22206d39c08e435806f9d03992feb))
- 🐛 dynamic inputs ([9ab20a0](https://github.com/melMass/comfy_mtb/commit/9ab20a0ab50b1656ded9a84c13769fd2d547f2d2))
- 🐛 bundle ace editor ([7c35582](https://github.com/melMass/comfy_mtb/commit/7c3558273bebc0754c802720e705232f220a0da4))
- 🐛 image to mask ([f16d576](https://github.com/melMass/comfy_mtb/commit/f16d576f6f0e83fc2fafd2d1f29b2edeb00d3197))
- 🐛 prepend MTB to classnames ([e56508c](https://github.com/melMass/comfy_mtb/commit/e56508c2078155f053e7f11d538a048df6a5b18b))
- 🐛 allow smaller values in BatchTransform ([9a4b27d](https://github.com/melMass/comfy_mtb/commit/9a4b27d2e05e8ebe31f58a21db94bd3a54ed23d9))
- 🐛 add category for virtual note+ ([eeac8c0](https://github.com/melMass/comfy_mtb/commit/eeac8c002ad1f9e461418fb66b9338e969259e58))
- 🐛 make image feed of by default ([df0a98b](https://github.com/melMass/comfy_mtb/commit/df0a98b94a4a9388811bc8786e820ec892919c1a))
- 🐛 support batch masks (colored image node) ([2465ffb](https://github.com/melMass/comfy_mtb/commit/2465ffb0d3b052fb78559394dbb550bba59b97a3))
- 🐛 support pillow < 10 ([48f91b7](https://github.com/melMass/comfy_mtb/commit/48f91b74e2c7ef6d31c094eafa5332784a275a8b))
- 🐛 image rotation bug ([54ff658](https://github.com/melMass/comfy_mtb/commit/54ff6583ded0ed4054f8e5d7fadf0b2350259dce)) by [@hongminpark](https://github.com/hongminpark) in [#154](https://github.com/melMass/comfy_mtb/pull/154)
- 🐛 font fallback ([9fccdee](https://github.com/melMass/comfy_mtb/commit/9fccdee82d721e88c64d2292c209fec869524dd2))
- ✨ optional inputs of colored image ([cd32f26](https://github.com/melMass/comfy_mtb/commit/cd32f26b167088d6b489e43b260c187ea5e4d223)) by [@ScottNealon](https://github.com/ScottNealon) in [#147](https://github.com/melMass/comfy_mtb/pull/147)
- 📝 adds a way to not load the imagefeed ([501c330](https://github.com/melMass/comfy_mtb/commit/501c3301056b2851555cccd75ab3ff15b1ab8e0c))
- 🐛 colored image mask input ([30c4311](https://github.com/melMass/comfy_mtb/commit/30c4311b69f6481a34f968cb67a9b5ce5d2e9fda))
- 🐛 handle font cache errors ([c43a661](https://github.com/melMass/comfy_mtb/commit/c43a661ba31dcd7720b4f32d8e96760e6191fbd9))
- 💄 register the COLOR type even for external extensions ([12b134a](https://github.com/melMass/comfy_mtb/commit/12b134ab4c937c192aaf4a3667d9885dd4fe43ca))
- ✨ mask crop output ([59a361a](https://github.com/melMass/comfy_mtb/commit/59a361af5870b8ffc984c6680dd3282d3553dcf9))
- 🚑️ thread font loading ([e4da832](https://github.com/melMass/comfy_mtb/commit/e4da832b99bd640b72c31b67178a3168e3238fa0))
- 📦 changed way of creating bbox from mask ([14ee9e2](https://github.com/melMass/comfy_mtb/commit/14ee9e23c009ab55fa3b2fc6ec60fb683c46d57d)) by [@Yurchikian](https://github.com/Yurchikian) in [#124](https://github.com/melMass/comfy_mtb/pull/124)
- ✨ expose invert of bboxfrommask ([53cb503](https://github.com/melMass/comfy_mtb/commit/53cb503866da6d83b47eaeb8073039ace2ae0a95))
- ✨ less strict csv parsing ([d5c4c5f](https://github.com/melMass/comfy_mtb/commit/d5c4c5f2649ecdb4bf7b517c5b33bbf8df753047))
- 🐛 fit number regression ([c8658df](https://github.com/melMass/comfy_mtb/commit/c8658dfbdd3a0ca8c3e88cd1adfddc55c7444045))
- 🐛 remove uneeded installs ([4e07450](https://github.com/melMass/comfy_mtb/commit/4e07450bcabb0105b5610e52f7d4692ea07f9c1d))
- 🐛 import issue ([255ac03](https://github.com/melMass/comfy_mtb/commit/255ac036bab1d776301857843d0e7a85e9a9dcb8))
- 🐛 wrong output for bbox ([8d12b59](https://github.com/melMass/comfy_mtb/commit/8d12b59844958fbc696d01d51162f97262664ae9))
- 🚑️ fallback when symlink detection fails ([278f22c](https://github.com/melMass/comfy_mtb/commit/278f22c2093b6eca63d2d00f7936774918707e4e))
- ✨ handle malformed styles.csv ([e6f6502](https://github.com/melMass/comfy_mtb/commit/e6f65026735770df8aced4a3acb75550ff1c84da))
- 🐛 encoding ([5af2840](https://github.com/melMass/comfy_mtb/commit/5af284067c65042bcdfff04a5d5a2360bf9e4af7))
- ⚡️ add the cli deps ([bb90e04](https://github.com/melMass/comfy_mtb/commit/bb90e0415f6a1ececbf468815dc0f5959d9a34e8))
- 🚑️ check for symlink ([25b933c](https://github.com/melMass/comfy_mtb/commit/25b933c698b250a411549d2600fae49bec225b7a))
- 🚑️ remove problematic dependencies ([5dfea51](https://github.com/melMass/comfy_mtb/commit/5dfea51dd8db2a4829e559eadeda22374b51c8a4))
- 🐛 batch support ([f1ff9fc](https://github.com/melMass/comfy_mtb/commit/f1ff9fc7c4684ad673c3178df3b8142dcf0b16ac))
- 🐛 automatically disable tiling if seamless is on ([4605f74](https://github.com/melMass/comfy_mtb/commit/4605f74f370d4d221ab1d50f21b72910fa6909c7))
- 🐛 debug node ([dc500b7](https://github.com/melMass/comfy_mtb/commit/dc500b788e885205f017956da6a71a677f822941))
- ⚡️ hack to handle prompt validation ([d49b257](https://github.com/melMass/comfy_mtb/commit/d49b2578c247dcba9b09b374d99f5cc45cac172d))
- ✨ deepbump update ([87b245c](https://github.com/melMass/comfy_mtb/commit/87b245c6a6895490e3612b235879fa90b62dea2b))
- 👷 user folder_paths to retrieve comfy root ([38df58a](https://github.com/melMass/comfy_mtb/commit/38df58a78c363ef2657011893d4d811676b1c664))
- 🐛 typo ([90aee83](https://github.com/melMass/comfy_mtb/commit/90aee83797a863cf4797cdbe187f949061cbd176))
- 🐛 do not resolve symlink for "here" ([a50b11b](https://github.com/melMass/comfy_mtb/commit/a50b11bdaa66f4e805811b1676c937ade11318c2))
- ✏️ use Union to allow support for <3.10 ([88a2779](https://github.com/melMass/comfy_mtb/commit/88a277968745ac990406b14d300a8ada9c575b11)) by [@M1kep](https://github.com/M1kep) in [#91](https://github.com/melMass/comfy_mtb/pull/91)
- ⚡️ simplify widgets cleanup ([cdd098e](https://github.com/melMass/comfy_mtb/commit/cdd098e10258401402b8023c9143532cfa4a1745))
- ✨ don't assume the install was ran ([cc43654](https://github.com/melMass/comfy_mtb/commit/cc43654af2987bc8860557caa99cde91e8309b21))
- 🐛 install ([616b2bf](https://github.com/melMass/comfy_mtb/commit/616b2bfc6c629cef1d30cb0d717bd805c3a086aa))
- 🐛 properly escape paths ([22cac9b](https://github.com/melMass/comfy_mtb/commit/22cac9b2d95910197941b73e7548735470bd3b17))
- 🐛 use relative paths in JS ([e2773ff](https://github.com/melMass/comfy_mtb/commit/e2773ff22e43e7756ad618344a03d661a576cf35))
- 💄 BatchFromHistory when "listening" ([3b07984](https://github.com/melMass/comfy_mtb/commit/3b07984716402fbbf5da41020bf73befd52e7ebf))
- ✨ save gif widget removal ([fe8f519](https://github.com/melMass/comfy_mtb/commit/fe8f519f8860b0610d8cafcd9b843b4171c2b3d4))
### Documentation
- 📚 update the wiki ([fa3199b](https://github.com/melMass/comfy_mtb/commit/fa3199be2b87bf3cb7484a0fee32a8ac099adc65))
- 📚 update wiki submodule ([49cea8d](https://github.com/melMass/comfy_mtb/commit/49cea8d94508b27781506e3b5509c65e1d84e80f))
- 📚 add the wiki as a submodule ([5998924](https://github.com/melMass/comfy_mtb/commit/59989249260a9c579ec851c50534b58f3f02cd61))
- 📚 missing doc ([c9836a8](https://github.com/melMass/comfy_mtb/commit/c9836a87f6823db1d53e56997417f3cbe8cc4727))
- 📚 use flat icon ([991af4f](https://github.com/melMass/comfy_mtb/commit/991af4f45ff8c660b2c45466bb219186699170ed))
- 📚 add banodoco channel link ([9ce34b4](https://github.com/melMass/comfy_mtb/commit/9ce34b47fd99b18db7997ccce44e6063f00b6801))
- 📚 udpate changelog ([8221c49](https://github.com/melMass/comfy_mtb/commit/8221c49942bd87c14d5063066315a449a1fee86e))
- 📝 add changelog ([0d817bf](https://github.com/melMass/comfy_mtb/commit/0d817bf326b4a22e2221264a414af50c3b7048b9))
- 📄 add note+ screenshot ([90d9636](https://github.com/melMass/comfy_mtb/commit/90d96366c8b7637b55d1b4f88cb9aca217c1414b))
- 📝 add cover image ([6b993b8](https://github.com/melMass/comfy_mtb/commit/6b993b84071bbb80ba1b8bd63576f31e35d05590))
- 📝 fix image size ([3e8c2fe](https://github.com/melMass/comfy_mtb/commit/3e8c2fe789925e7017c2f8c8d9164c139588aba4))
- 📝 add image ([3e93ea6](https://github.com/melMass/comfy_mtb/commit/3e93ea6f2c73353891b1a3f6223b5730bc69df37))
- 📝 explain optional nodes ([cea0b08](https://github.com/melMass/comfy_mtb/commit/cea0b08eb044756ab1b408f630435095b8969d36))
- 📝 add the example previews from the wiki ([8f90986](https://github.com/melMass/comfy_mtb/commit/8f909864bfaa9f2d0fbdcf3942eacb9d78ee8fb8))
- 📝 update node list ([4917e31](https://github.com/melMass/comfy_mtb/commit/4917e31c427c74d28c830fd7b2423cab393ba0f8))
- 📝 add some deprecation warnings and recommendations ([e11df9d](https://github.com/melMass/comfy_mtb/commit/e11df9d45c81d93f4334841de036b4aa3364375a))
- 📝 add a reference to SlickComfy for colab ([bb35098](https://github.com/melMass/comfy_mtb/commit/bb35098c656b0b2d30909b83df0a3b65c5975f78))
### Features
- ✨ add ModelPruner (wip) ([43d65ae](https://github.com/melMass/comfy_mtb/commit/43d65ae68c97e077117b17b7c9d1936583f965eb))
- ✨ Use dynamic contrast in Color Correct ([6abac2e](https://github.com/melMass/comfy_mtb/commit/6abac2e4706a3d937420213e01468bae10cc2017)) by [@christian-byrne](https://github.com/christian-byrne) in [#180](https://github.com/melMass/comfy_mtb/pull/180)
- ✨ StackImages add support for batch mismatch ([5060c56](https://github.com/melMass/comfy_mtb/commit/5060c561353e43624ec164cb73fce7d1d422f765))
- ✨ add BatchFloatMath ([f9d2ebf](https://github.com/melMass/comfy_mtb/commit/f9d2ebf91d09fc214fecf7501a5490b33c30aca2))
- ✨ add FLOATS to INTS ([1b7ae27](https://github.com/melMass/comfy_mtb/commit/1b7ae27cc1907bfba3c5166ec2c61547babd2e0a))
- ✨ debug dict ([63ee25d](https://github.com/melMass/comfy_mtb/commit/63ee25d001d4c94aa95dc8b39008f5d943f2ab45))
- ✨ add Swap BG/FG color menu item ([1caf7c1](https://github.com/melMass/comfy_mtb/commit/1caf7c18c372651b2be7227eb77e2251d963693d))
- ✨ BatchFloatFit the batch version of FitNumber ([ab58c36](https://github.com/melMass/comfy_mtb/commit/ab58c362124f0f4b3178534ca78cb924fb881534))
- ✨ add FloatToFloats (the counterpart) ([78a86da](https://github.com/melMass/comfy_mtb/commit/78a86daaf71dab5be34b90b13491460854718485))
- ✨ add some FLOATS batch nodes ([2159395](https://github.com/melMass/comfy_mtb/commit/2159395389429c5f7012e660b41fad48d376b39f))
- ✨ poc of the doc widget idea ([fac7529](https://github.com/melMass/comfy_mtb/commit/fac7529d1f7b6fc4b3b2e7f6022ebb23ec71169d))
- ✨ add the backend node for Constant ([dff5b22](https://github.com/melMass/comfy_mtb/commit/dff5b2201d73c1a91d4b5864e3b974e68846a011))
- ✨ add Constant node ([cbb5dd2](https://github.com/melMass/comfy_mtb/commit/cbb5dd2cf810d5648a64eae370dba610336b99d5))
- ✨ add FloatsToFloat ([6ebecfd](https://github.com/melMass/comfy_mtb/commit/6ebecfd8cf1dc3779384e565a65baa9dceb43660))
- ✨ add AutoPanEquilateral ([3513937](https://github.com/melMass/comfy_mtb/commit/35139371e84d715423015e05d1b4a6c1d88b0eb5))
- ✨ add MatchDimensions ([5db3ebe](https://github.com/melMass/comfy_mtb/commit/5db3ebedb9d38470c82544e45970775193add05c))
- ✨ add equilateral example ([8d65556](https://github.com/melMass/comfy_mtb/commit/8d65556c37f33d1c496504db92574805916dd613))
- ✨ enhance tiling tools ([ba73fc6](https://github.com/melMass/comfy_mtb/commit/ba73fc6af7039a4629a73cdc36a8c8736dc27c9d))
- ✨ add FLOATS support to blur ([92c810c](https://github.com/melMass/comfy_mtb/commit/92c810c5036f7a2b3f84a3fde8c81e6a2b046b07))
- ✨ add "tube" to Batch Shape ([f658fc3](https://github.com/melMass/comfy_mtb/commit/f658fc31e040141209384d98dfe84b766fe4ae11))
- ✨ note+ editor themes ([133da70](https://github.com/melMass/comfy_mtb/commit/133da705c94af2dfb3d2f38c0d9c2723c72cacf7))
- ✨ add ffmpeg gif export ([1b29aad](https://github.com/melMass/comfy_mtb/commit/1b29aad360116e631b7b4d34e98a5a631f134977)) by [@huanggou666](https://github.com/huanggou666) in [#159](https://github.com/melMass/comfy_mtb/pull/159)
- ✨ add "To Device" ([c28181f](https://github.com/melMass/comfy_mtb/commit/c28181f1615d2e183767aa76cc2350934330e546))
- ✨ add note+ example ([90f3bc2](https://github.com/melMass/comfy_mtb/commit/90f3bc2d953b299ea34e9e3a925f1a824b488855))
- 💄 node+ improvements ([4b29395](https://github.com/melMass/comfy_mtb/commit/4b29395000254382882c0d1be115b2ed80cd7c99))
- 📝 add note plus ([605c8db](https://github.com/melMass/comfy_mtb/commit/605c8db320e1531c6347f6888606fa50d8eb268b))
- 🚧 add playlist nodes ([cf96572](https://github.com/melMass/comfy_mtb/commit/cf965727e8e7064328704d88cd0410c61f1e686e))
- 🚨 add missing node ([16c1a59](https://github.com/melMass/comfy_mtb/commit/16c1a59312b1d9841f5f8a814eff93a1ddf04edb))
- ✨ Math Expression node ([142624e](https://github.com/melMass/comfy_mtb/commit/142624eea616a5622387b1b641c02605455ee6f1))
- 🚀 add optional inputs to colored image ([049983d](https://github.com/melMass/comfy_mtb/commit/049983dbe2dbce6b772908468c4042d2bfde5eb2))
- ✨ Add support for extra_model_paths.yaml ([d7b8ac8](https://github.com/melMass/comfy_mtb/commit/d7b8ac8e0c98b0d7a2e21889d35aad9f6b093560))
- ✨ add batch shake ([af94203](https://github.com/melMass/comfy_mtb/commit/af94203d1b461d934ca1c44211ca0f71a5d05d48))
- ✨ enhance concat images ([a798eb0](https://github.com/melMass/comfy_mtb/commit/a798eb07d0d891cfbd47013b442ef2fa3d7cc5bc))
- 💄 add a few more batch nodes ([c1d42de](https://github.com/melMass/comfy_mtb/commit/c1d42de0fcde86d2a167fb4b5e781ee987814da2))
- ✨ Batch node utilities ([cef5023](https://github.com/melMass/comfy_mtb/commit/cef5023efc17366a2e937ef43944de3587707fac))
- 🚨 Image Stack node (horizontal and vertical stack) ([bb3277d](https://github.com/melMass/comfy_mtb/commit/bb3277d85f4ca21735cb1f5237cb1430db88c183))
- 🚀 add seamless model hack ([21acc87](https://github.com/melMass/comfy_mtb/commit/21acc87ff0a84b7588f4b5aae0aeb5ae94bbbfbe))
- 🔧 debug handle a few more types ([638498c](https://github.com/melMass/comfy_mtb/commit/638498c6b47c2b2cab82f76aec1f3d46df67f263))
- 🎨 Add an editor for the styles loader ([2faa2f2](https://github.com/melMass/comfy_mtb/commit/2faa2f2a148a4dbf5525e4945f688a239f244546))
- ✨ add a static assets path ([6a00d1d](https://github.com/melMass/comfy_mtb/commit/6a00d1da5a8a5fa47af1bf1ab5d3cd206c599841))
- ✨ add Interpolate Clip Sequential ([a71c273](https://github.com/melMass/comfy_mtb/commit/a71c273baf450ad7e2a7e032451f015d3be3e9e9))
### Miscellaneous Tasks
- 🧹 add fields for the registry ([bb5682a](https://github.com/melMass/comfy_mtb/commit/bb5682aa6da923859db33830c2e46f24b19199a1))
- 🧹 add pre-commit ([59612fd](https://github.com/melMass/comfy_mtb/commit/59612fd8110a888f0081433242a2b5a5f7e46da6))
- 🧹 migrate from poetry to setuptools ([dfd17f6](https://github.com/melMass/comfy_mtb/commit/dfd17f6d783e784df7dab38d185c747b4c04d1d0))
- 🧹 remove logs ([1070edd](https://github.com/melMass/comfy_mtb/commit/1070edd0245fb235183d5f38cd1bebf6e0405f97))
- 🧹 add more pyproject meta ([644371e](https://github.com/melMass/comfy_mtb/commit/644371e5b5a2b8260fc5c6f699465b0bc1c81d57))
- 🤖 move at the proper location ([f3d468c](https://github.com/melMass/comfy_mtb/commit/f3d468cfc238f13905a13a7b2225e3711129c64d))
- 🤖 add CI to publish to ComfyUI Registry ([6cd448b](https://github.com/melMass/comfy_mtb/commit/6cd448b026956cdf3f1b81e93724b295316fbf09)) by [@haohaocreates](https://github.com/haohaocreates) in [#182](https://github.com/melMass/comfy_mtb/pull/182)
- 🧹 add ComfyUI registry to pyproject.toml ([5951c90](https://github.com/melMass/comfy_mtb/commit/5951c90b10f9b77b2b617e83efe0112f43c8daef)) by [@haohaocreates](https://github.com/haohaocreates) in [#181](https://github.com/melMass/comfy_mtb/pull/181)
- 🧹 update types ([96a0da9](https://github.com/melMass/comfy_mtb/commit/96a0da9dbd051d1fcf8b332c54ed2d307d8ae0dd))
- 🧹 use a gettattr fallback ([a344cdc](https://github.com/melMass/comfy_mtb/commit/a344cdcba9823ca1fb0762795068039b1e1cf0ab))
- 🧹 cleanup js ([64cc4e9](https://github.com/melMass/comfy_mtb/commit/64cc4e9649853023d645245bea1e1ceb11073f01))
- 🧹 add savedatabundle js part ([edd7c3f](https://github.com/melMass/comfy_mtb/commit/edd7c3f5d075b640e9cdb067ebfe51c42ff61791))
- 🧹 wip dynamic multitype ([71bfdd6](https://github.com/melMass/comfy_mtb/commit/71bfdd61d731ce15f9bd0bb19d65b5af208d5dcf))
- 🧹 applied some linting ([fe49312](https://github.com/melMass/comfy_mtb/commit/fe49312cbef03c6540304448fa88aa7a88391efa))
- 📝 header links not parsed ([514c0d2](https://github.com/melMass/comfy_mtb/commit/514c0d2eda9990435eb18258d4bbd1aa137feb3d))
- 📝 hardcode links in changelog ([915b744](https://github.com/melMass/comfy_mtb/commit/915b7444a9db83f349d83b636304af0d276f529f))
- 🔖 local updates ([6c5e5d3](https://github.com/melMass/comfy_mtb/commit/6c5e5d36379bdab223b4503e42b7956b55a82ab0))
- 📝 update node list ([dd27f99](https://github.com/melMass/comfy_mtb/commit/dd27f990c72fa94aff205eb314a8ea360f57479e))
- ✨ update node_list ([537a0d8](https://github.com/melMass/comfy_mtb/commit/537a0d8108d0caa3ab2daeafd1d25d680214ef26))
- ✨ local stuff ([9afad1a](https://github.com/melMass/comfy_mtb/commit/9afad1a1680073006d946be10f8c97b75ddfe253))
- 📝 fix update issue template ([da290db](https://github.com/melMass/comfy_mtb/commit/da290dbcf2952a56be9334f7bf9dc4d8fa64a21d))
- 📝 update issue template ([b949bb4](https://github.com/melMass/comfy_mtb/commit/b949bb406bc1929634600465ea389eaedefe6e6f))
### Refactor
- ⚡️ small local fixes ([bcac665](https://github.com/melMass/comfy_mtb/commit/bcac66508d2e788cc437da289d1ccede19465b8c))
- 🗑️ remove unused code in install script ([5b75436](https://github.com/melMass/comfy_mtb/commit/5b75436610c6312adf47c6baa3e9fe9cc7d56dcf))
### Merge
- 🔀 pull request #109 from melMass/dev/0.2.0 ([87e301d](https://github.com/melMass/comfy_mtb/commit/87e301d120a542d5aabe544bec10d38dbd19b2f6)) in [#109](https://github.com/melMass/comfy_mtb/pull/109)
- 🔀 pull request #86 from melMass/feature/styles-editor ([cbdb816](https://github.com/melMass/comfy_mtb/commit/cbdb816164900061ddaa1671f4287763d0b79ee1)) in [#86](https://github.com/melMass/comfy_mtb/pull/86)
### Wip
- 🚧 curve widget logic fixed ([e312b02](https://github.com/melMass/comfy_mtb/commit/e312b02ad2f8334e87654a20b0114837df229371))
- 🚧 dump3 ([eedbb4b](https://github.com/melMass/comfy_mtb/commit/eedbb4bc6581bef85c746307fe9d53360ea45bcf))
- 🚧 dump ([fa23975](https://github.com/melMass/comfy_mtb/commit/fa2397585fff4f54bcf17f0b0e0083c427b34fa8))
- 🚧 dump ([0d0fb8e](https://github.com/melMass/comfy_mtb/commit/0d0fb8e13a5da54a44a96a04607f7a349f8fdb03))
- 🚧 add text template node ([af2175a](https://github.com/melMass/comfy_mtb/commit/af2175a1fc0c2fb29ef3493f242fe45ec6fcabac))
## New Contributors
* [@haohaocreates](https://github.com/haohaocreates) made their first contribution in [#182](https://github.com/melMass/comfy_mtb/pull/182)
* [@vxkj1211](https://github.com/vxkj1211) made their first contribution in [#177](https://github.com/melMass/comfy_mtb/pull/177)
* [@huanggou666](https://github.com/huanggou666) made their first contribution in [#159](https://github.com/melMass/comfy_mtb/pull/159)
* [@hongminpark](https://github.com/hongminpark) made their first contribution in [#154](https://github.com/melMass/comfy_mtb/pull/154)
* [@ScottNealon](https://github.com/ScottNealon) made their first contribution in [#147](https://github.com/melMass/comfy_mtb/pull/147)
* [@Yurchikian](https://github.com/Yurchikian) made their first contribution in [#124](https://github.com/melMass/comfy_mtb/pull/124)
* [@M1kep](https://github.com/M1kep) made their first contribution in [#91](https://github.com/melMass/comfy_mtb/pull/91)
## [0.1.4] - 2023-08-12
### Bug Fixes
- 🚀 pending fixes ([ea5d73d](https://github.com/melMass/comfy_mtb/commit/ea5d73d48cfa4046f48a52609cff7f754d8364ed))
- 🚑️ image resize infinite loop ([30d6cfe](https://github.com/melMass/comfy_mtb/commit/30d6cfe81292d0f7702544b3c2cbad1820c4a926))
- ✨ update example files ([610afe0](https://github.com/melMass/comfy_mtb/commit/610afe031f21d737b2fd5128e4be7100b6666181))
- 🐛 simplify install steps ([4fc84d6](https://github.com/melMass/comfy_mtb/commit/4fc84d615dd0f546442c3537f00c52366db4ca9b))
- ✨ refactor ([8523392](https://github.com/melMass/comfy_mtb/commit/8523392df74c586dc940841ddbb5069943b16f7d))
- 🐛 debug rgba ([40560f8](https://github.com/melMass/comfy_mtb/commit/40560f8154d3ddeabf708be4d111370648d466ac))
- 🎨 rename fun to generate ([e7f72f9](https://github.com/melMass/comfy_mtb/commit/e7f72f9825da58254e3084b4ba91f76e6cf2cf5f))
- ✨ refactor existing ([1144466](https://github.com/melMass/comfy_mtb/commit/11444662b9198861b62aff06a08b9c9ea01dd8bd))
- ⚡️ move getbatchfromhistory to graphutils ([2eccba4](https://github.com/melMass/comfy_mtb/commit/2eccba4e33b21d1d080cb2f415f76a93488120f0))
- 🚧 wip dependency installer UI ([630b492](https://github.com/melMass/comfy_mtb/commit/630b492347f75d7308b31a000061b41d7dfa4a10))
- 🐛 image feed zorder ([0fb2d4d](https://github.com/melMass/comfy_mtb/commit/0fb2d4da90a7e65f82b3f9c8942a68e360456cf7))
- ⬇️ download_antelopev2 ([4dd5321](https://github.com/melMass/comfy_mtb/commit/4dd532185223a1fa5978446e7bb75d32d77ebdb5))
- 🚑️ frontend pushed too early ([91f60d4](https://github.com/melMass/comfy_mtb/commit/91f60d4c463c474ac10e868e8e73e13fa019856b))
- 🚑️ missing input ([84ac8ac](https://github.com/melMass/comfy_mtb/commit/84ac8ac852aeb962029bfd8369fe5ed59a203977))
- 🐛 shell command bug ([3d5075f](https://github.com/melMass/comfy_mtb/commit/3d5075fea2e219a179271c9810017c7e38bff6cc))
- 🚑️ remove pipe mode from the install.py ([b854a30](https://github.com/melMass/comfy_mtb/commit/b854a302ce4708d2ad2dac249860308dbdcae5a6))
- ⚡️ colab install ([36d8e6b](https://github.com/melMass/comfy_mtb/commit/36d8e6bdb06edab72ccfb686266d2e644a9f028c))
- 🚑️ install typo ([ffa1a87](https://github.com/melMass/comfy_mtb/commit/ffa1a87b9184df5a3699a6118714b39d359bde4d))
### Documentation
- 📝 link the actual action instead of badge ([098d74a](https://github.com/melMass/comfy_mtb/commit/098d74a3cd8449d836569a074995e20d775c6728))
- 📝 add action badge ([e74314b](https://github.com/melMass/comfy_mtb/commit/e74314b04eb218c140482ccf704b61af06db3f4d))
### Features
- 💫 export to prores -> export with ffmpeg ([a4d99d9](https://github.com/melMass/comfy_mtb/commit/a4d99d966b1207191243a9749385b998d1a9c6b1))
- 🔥 add any to string & refactor ([dbdb872](https://github.com/melMass/comfy_mtb/commit/dbdb872b74e18c16feb44bd037abc3aafbb4700f))
- ✨ add UI for interpolate clip sequential ([5ec5511](https://github.com/melMass/comfy_mtb/commit/5ec551143302b2a94ca82e477f684ecee23f1459))
- ✨ add portable reqs ([3f14b16](https://github.com/melMass/comfy_mtb/commit/3f14b1676d28f5ffa1f47fda00b9bc244951045c))
- ✨ add border extension ([fb64484](https://github.com/melMass/comfy_mtb/commit/fb644847ca434123e8e8e4991d33949fd31e3cbe))
- ✨ use PIL for gif saving ([2bc7ae8](https://github.com/melMass/comfy_mtb/commit/2bc7ae88bf4cdfa575d11233c0e6f7b07f9dfd23))
- 🎨 update node list ([a54d7d5](https://github.com/melMass/comfy_mtb/commit/a54d7d5346c272898dd4e67c65495de7325ab3a0))
- ✨ install fix ([512de60](https://github.com/melMass/comfy_mtb/commit/512de6023e55f2cc47516bf44436efe22157273f)) in [#41](https://github.com/melMass/comfy_mtb/pull/41)
### Miscellaneous Tasks
- 💄 encoding ([49c64c7](https://github.com/melMass/comfy_mtb/commit/49c64c74eb3e99f456b563bbd79e3fe47a85c70d))
- 🚀 only fetch controlnet_preprocessor deps ([414beb9](https://github.com/melMass/comfy_mtb/commit/414beb99a1f9bf719eca6ac139c9b2ccdfd6d743))
- 🚀 add controlnetpreprocessors to tests ([63b3aec](https://github.com/melMass/comfy_mtb/commit/63b3aece2ba05adc2b655afeb41e3d47e7887b33))
- ✨ remove unused input ([d4f791d](https://github.com/melMass/comfy_mtb/commit/d4f791d7a14ba9cb8abd7c95ba70b081fee5fb7c))
- ✨ use the same cwd as manager ([2ff0467](https://github.com/melMass/comfy_mtb/commit/2ff04672daff773d52e1552dca1bf616bc32daa6))
- 🎨 no brace glob ([bbfcb62](https://github.com/melMass/comfy_mtb/commit/bbfcb62c398de39058bcb6e18161425059d53e8e))
- 🎨 extract txt ([a22fd01](https://github.com/melMass/comfy_mtb/commit/a22fd01d664276e4cd833ae1326feeece1d1deaf))
- 🎨 also push wheels_order to releases ([8e5b776](https://github.com/melMass/comfy_mtb/commit/8e5b7765cc0c6730bd5517ccfd56e817ea39bd3a))
- 🚧 more info for bug reports ([3dadc11](https://github.com/melMass/comfy_mtb/commit/3dadc119f44fca1029ec4b349d71ce99fb20a4b6))
- ✨ individual wheels ([346ff64](https://github.com/melMass/comfy_mtb/commit/346ff649d50c9f0286ad2243938406fefb62853b))
### Refactor
- 🚧 tidy ([4f30829](https://github.com/melMass/comfy_mtb/commit/4f30829e06c41b3685644bfe7bece07e0bcfb70e))
- ♻️ get batch from history ([13d255a](https://github.com/melMass/comfy_mtb/commit/13d255a730b08c4903647875350b9b3dcd61b4a6))
### Revert
- 💄 use BOOLEAN instead of BOOL ([cfb3b23](https://github.com/melMass/comfy_mtb/commit/cfb3b237cf64b512414a17f71e6d89c3355aa8ef))
### Testing
- 🧪 remove sha input ([c5bbe83](https://github.com/melMass/comfy_mtb/commit/c5bbe83008bb194cbd6ad5e3dc70cb3850b18985))
- 🧪 ci for comfy embedded ([7b3afca](https://github.com/melMass/comfy_mtb/commit/7b3afca8179760e35e8a6fbf742080dee13e4fc7))
### Merge
- 🔀 pull request #50 from melMass/dev/august-refactor ([2ecd470](https://github.com/melMass/comfy_mtb/commit/2ecd4700d77c0727e6b5d2124e0a6ebd48ec96ed)) in [#50](https://github.com/melMass/comfy_mtb/pull/50)
## [0.1.3] - 2023-07-29
### Bug Fixes
- 🔥 manage pip from install only, remove requirements.txt ([247fbfb](https://github.com/melMass/comfy_mtb/commit/247fbfbc216b8259d607e0699d5b990b6a06ca71)) in [#38](https://github.com/melMass/comfy_mtb/pull/38)
- 🎨 use image ratio for imagefeed ([f5cd56c](https://github.com/melMass/comfy_mtb/commit/f5cd56ce861c8c0a931744ae6cf2b96e9c8bca06))
### Documentation
- 📝 update imagefeed preview ([cbcacbe](https://github.com/melMass/comfy_mtb/commit/cbcacbe3c92ebb5f74d046b83504c3723710f130))
- 📝 fix typo and add more details ([7c020ba](https://github.com/melMass/comfy_mtb/commit/7c020bab288aa7d17dc937b5f102319d43c3ebb3))
### Miscellaneous Tasks
- ✨ use wheel order if present ([9b24edd](https://github.com/melMass/comfy_mtb/commit/9b24eddd9c51004af08d7ac6ff2b6473dd3ee161))
- ✨ store order of install for wheels ([5053142](https://github.com/melMass/comfy_mtb/commit/505314294f02e7c19ac95e4d0ed37fd397a54b46))
## [0.1.2] - 2023-07-28
### Bug Fixes
- ✨ various small things ([0e311cf](https://github.com/melMass/comfy_mtb/commit/0e311cf2c64cf2b4861d4cc612a3409390e3039a))
- 📝 last release ([889f08c](https://github.com/melMass/comfy_mtb/commit/889f08c08b721be8fdb4e4d7eacc47169d5692d6)) in [#36](https://github.com/melMass/comfy_mtb/pull/36)
- 📝 narrow requirements ([5d661b2](https://github.com/melMass/comfy_mtb/commit/5d661b2509fecf3940c3c0fab25b16ec0eae7a2d))
- ✨ Separate FaceAnalysis model loading ([d143e83](https://github.com/melMass/comfy_mtb/commit/d143e83dba3bffa16e1b98d7ad1e9cf92dc94db2))
- ⚡️ update examples to match wiki ([3dfe98c](https://github.com/melMass/comfy_mtb/commit/3dfe98c7957df48723380de85e1242a424ec23de))
### Documentation
- 📝 add readme for web extensions features ([be162a2](https://github.com/melMass/comfy_mtb/commit/be162a20477258627fa0d742c97a478bd085ff4f))
- 📝 link to the proper lang instructions ([232cf89](https://github.com/melMass/comfy_mtb/commit/232cf8966cc20291b60c68f487dfd37bf6aa4dfa)) in [#33](https://github.com/melMass/comfy_mtb/pull/33)
- 📝 update readmes ([96a0618](https://github.com/melMass/comfy_mtb/commit/96a0618c5990a8559a9e2dd17c868d3465b8ca90))
### Miscellaneous Tasks
- 🎉 bump version ([9e751a2](https://github.com/melMass/comfy_mtb/commit/9e751a242f4e9afee3dc5c871c414b29b9706ff6))
- 👷 remove stale example ([c237737](https://github.com/melMass/comfy_mtb/commit/c2377374201fc34b107c8b7db1cdeb2f483d1e18))
- 🐛 fix size ([c0cc557](https://github.com/melMass/comfy_mtb/commit/c0cc5572d8c727568eca8a3d0f116a1f540c31ff))
## [0.1.1] - 2023-07-24
### Bug Fixes
- 🎨 improve a bit the HTML response of endpoints ([50d51c7](https://github.com/melMass/comfy_mtb/commit/50d51c70d04e49e9df524975c171288c0fc0b20f))
- 🐛 caching issues ([55c9736](https://github.com/melMass/comfy_mtb/commit/55c9736a9b2ca036926be4b06406121bfb9ebad2))
- 🔥 remove notice ([abf1e82](https://github.com/melMass/comfy_mtb/commit/abf1e82adb9fac8cd70d5c409baad55309ef6fe1))
- 🔥 use BOOL everywhere ([a393793](https://github.com/melMass/comfy_mtb/commit/a393793cfa93721eac46295723076a1dda940dcd))
### Documentation
- 📝 added lang links ([bbdac97](https://github.com/melMass/comfy_mtb/commit/bbdac97e49af4e90d22eeec3f63b96ecc126ffcf))
- 📝 add comfyforum example ([10d0503](https://github.com/melMass/comfy_mtb/commit/10d05031b1791ab3534cf838be6eb75df638dfb6))
### Features
- 🚧 jupyter seems to require an __init__ there ([9a4eda3](https://github.com/melMass/comfy_mtb/commit/9a4eda3ef573bf382c13515f67ae8a415bf61abd))
- ⚡️ use notify ([a2ecc11](https://github.com/melMass/comfy_mtb/commit/a2ecc11ebde79c2403959bf09c258f3a2465894a))
- ✨ first version of Notify ([7e9c97e](https://github.com/melMass/comfy_mtb/commit/7e9c97ecb48672b25e5ed17b9b35dba9208ac311))
- ⚡️ add an "actions" endpoint ([3de160a](https://github.com/melMass/comfy_mtb/commit/3de160af25b516c02aaa8cc32baec16e9ef358fb))
- ✨ add Unsplash Image node ([8d3cc39](https://github.com/melMass/comfy_mtb/commit/8d3cc39b72dff1b5eb61bf7e2e395753c138ec8a))
- ✨ add back Save Tensors ([7142b28](https://github.com/melMass/comfy_mtb/commit/7142b284adc7fba9a1bdafd1a52621bfc168bde1))
- ✨ add TransformImage node ([11128ff](https://github.com/melMass/comfy_mtb/commit/11128ff85a7e0b4a54f405548969c2478da26df6))
### Miscellaneous Tasks
- 🚀 bump version ([cf86552](https://github.com/melMass/comfy_mtb/commit/cf865529ab64b350cd7af964b41160e7d130d12d))
- 🚀 Remove large files from release ([3b9190a](https://github.com/melMass/comfy_mtb/commit/3b9190a69b002b8933c097fd6655bb4fe07264d2))
### Refactor
- ✨ cleaned up frontend code a bit ([3801a44](https://github.com/melMass/comfy_mtb/commit/3801a443bc1e89c70fdb35ce0b1724d86fa22928))
- ⚡️ remove empty inits ([21729b2](https://github.com/melMass/comfy_mtb/commit/21729b2784a50fcaf24a63ac283bdae475a53ce7))
### Merge
- 🔀 pull request #32 from melMass/dev/next ([8695cd3](https://github.com/melMass/comfy_mtb/commit/8695cd3f1b6d27b5cd6c616ed1215ea2f25c5304)) in [#32](https://github.com/melMass/comfy_mtb/pull/32)
## [0.1.0] - 2023-07-22
### Bug Fixes
- 🔥 properly match built wheels ([119b4d6](https://github.com/melMass/comfy_mtb/commit/119b4d6e16c2a90db1664ccaac748507feb73ea0)) in [#30](https://github.com/melMass/comfy_mtb/pull/30)
- ✨ also try to copy web if symlink fails ([0df55de](https://github.com/melMass/comfy_mtb/commit/0df55def29fb992751010f6b8a707699f230ff37))
- ✨ install process tested in comfy-manager (embed, colab) ([b40730d](https://github.com/melMass/comfy_mtb/commit/b40730ddbc3f8e3e7d5a17e9e9e4526ff37977fd))
- 🚀 try to support remote install too ([3c66de2](https://github.com/melMass/comfy_mtb/commit/3c66de2500a89efd2d2e3af88fc58429af725789))
- 💄 save gif issues ([7335003](https://github.com/melMass/comfy_mtb/commit/7335003346e83666c5dee631b8e6b15586d871e7))
- 🚑️ always use latest for now ([fccf313](https://github.com/melMass/comfy_mtb/commit/fccf31348994ab6e344a1ab00a8f9998309f9319))
- 🐛 install logic ([7e301e2](https://github.com/melMass/comfy_mtb/commit/7e301e2a067d41cba9b8ef357496dd1df94e4cdd))
- 🎉 remove tests & add missing docs ([4e6b877](https://github.com/melMass/comfy_mtb/commit/4e6b87719989aa144946c5c9a43b9398c20bf11e))
- ⚡️ update node_list ([c794d6a](https://github.com/melMass/comfy_mtb/commit/c794d6a071778220d654b526d2edfddcc79752fc))
- 🚑️ set debug level from endpoint ([18402e3](https://github.com/melMass/comfy_mtb/commit/18402e3be1ab47e10109cfd2dff18863a1ee56f7))
- 🐛 add base64 prefix to outputs ([0950f99](https://github.com/melMass/comfy_mtb/commit/0950f9914c9bbed7c89f3de33a967cb76f9d0bbb))
- 🎨 refactor and add Gif preview on node ([c2e8379](https://github.com/melMass/comfy_mtb/commit/c2e83794faeb8da708c98908882e38b2a42827bd))
- ✨ Various widgets issues ([27500ca](https://github.com/melMass/comfy_mtb/commit/27500ca432d686774b991045b7cffc58c0b67faf))
- 🔥 deprecate some nodes and fix image list ([9aa934f](https://github.com/melMass/comfy_mtb/commit/9aa934f70ff6adf91efb26aa8e5cb21ec575196a))
- 🐛 crop nodes ([67d3783](https://github.com/melMass/comfy_mtb/commit/67d3783ac9186da6bba4b7dc7e8dc3d5db5a1b0f))
- 🐛 tensor2pil ([8a59508](https://github.com/melMass/comfy_mtb/commit/8a59508ff91d6b2d9ca287ef1c054ec5755337a4))
- ⚡️ a few missing __doc__ ([ab09cca](https://github.com/melMass/comfy_mtb/commit/ab09ccadd905bebbf1b7b2d992e96e36fc60d68a))
- ⚡️ from tensor2np always returning a list ([6168b3a](https://github.com/melMass/comfy_mtb/commit/6168b3a2ac38b5eebed3daf9e52df5742abf6813))
- 🚑️ TF by default fills vram ([c225da5](https://github.com/melMass/comfy_mtb/commit/c225da5f298acb4cb2b39022382543c0c966d428))
- ✨ leftovers ([da3e6f4](https://github.com/melMass/comfy_mtb/commit/da3e6f47c6073e73cf9d3a3cd23ba5ccbe1fedce))
- ✨ handle non fork gdown in model dll ([95797e8](https://github.com/melMass/comfy_mtb/commit/95797e823e12e62ae8758753f60c34afbe19ec90))
- ✨ properly add the submodules ([00510ed](https://github.com/melMass/comfy_mtb/commit/00510ed0b8583dd64518daa67d963582f4f029d3))
- 📌 remove sad talker for now ([1622cbc](https://github.com/melMass/comfy_mtb/commit/1622cbcb9d51ddd0e1a8b4d87ba47b99327163eb))
- 🎨 narrow requirements ([1a92ef7](https://github.com/melMass/comfy_mtb/commit/1a92ef734dd4271efc875856038f9e3b6b9ded6c))
- 🚀 use the comfy util to handle graph interruption ([9752f3e](https://github.com/melMass/comfy_mtb/commit/9752f3e9dec9aa59cfa809aa14f0151594c03858))
- 🔥 much faster (using GPU) on windows ([2f455aa](https://github.com/melMass/comfy_mtb/commit/2f455aaca55c0a044735c768b295d077b2f5b8d6))
- 🐛 uint8 to uint16 ([be5a655](https://github.com/melMass/comfy_mtb/commit/be5a655cfaba1794f7b09c82d65de42e2b031720))
- ✨ add missing requirements ([b779bc3](https://github.com/melMass/comfy_mtb/commit/b779bc39ac19f779aeb73c98b916671d1d16806f))
- 📝 don't propagate base logs ([7fd99c2](https://github.com/melMass/comfy_mtb/commit/7fd99c25c4e50566def5c5166a9d9059b1febfa6))
- 🐛 bg upscaler in gfpgan ([fee48ad](https://github.com/melMass/comfy_mtb/commit/fee48adff3d66960cb17836f3f4efbfd0c8740c4))
- 📝 separate debug / info better ([e24863d](https://github.com/melMass/comfy_mtb/commit/e24863d1f9f63f367a2b392e6228ffa42927b71b))
- 🔥 change log level of the base logger ([7538c2c](https://github.com/melMass/comfy_mtb/commit/7538c2c4bad8390a32226dc0a5a6ef978b00d201))
- ✨ handle externs dynamicly ([6ef308a](https://github.com/melMass/comfy_mtb/commit/6ef308a87062c91e2d7249c05d96c6fb76e5a6c4))
- 🐛 separate faceswap model load ([8e267c0](https://github.com/melMass/comfy_mtb/commit/8e267c0204ce5abe8e113fd401234d49f377646a))
### Documentation
- 📝 fold each comfy mode ([3c3c438](https://github.com/melMass/comfy_mtb/commit/3c3c4380bd1a3f0eed5216b835e076c26fce2f88))
- 📝 add more description to examples ([46eab5c](https://github.com/melMass/comfy_mtb/commit/46eab5ca2f0e04d872d87c849b11551fd219bdb9))
- 📝 add model notice ([cbe67ed](https://github.com/melMass/comfy_mtb/commit/cbe67edd4befb7260be01fa09af8448e5bcf5680))
- 📝 add preview for examples ([b5176ca](https://github.com/melMass/comfy_mtb/commit/b5176ca0ee489ada52b6632f68b794b4f709d5ba))
- 📝 add jp and cn (using deep translation) ([da559b9](https://github.com/melMass/comfy_mtb/commit/da559b9eaf135a49c0ab9bfa45573baf0c18dfb2))
- 📝 update readme ([b0fb522](https://github.com/melMass/comfy_mtb/commit/b0fb5222cb19e4004533d3367863be5c9ce8e72b)) in [#15](https://github.com/melMass/comfy_mtb/pull/15)
- 📝 update README.md ([f8dc768](https://github.com/melMass/comfy_mtb/commit/f8dc768635a2d21f6ff81b42c418724c432159bf))
- 📝 updated instructions ([c3b9fd4](https://github.com/melMass/comfy_mtb/commit/c3b9fd4afedbb46748aef17b40e167a4cfad65f5))
### Features
- ✨ update install instructions ([7be37db](https://github.com/melMass/comfy_mtb/commit/7be37dbbfac45e8038f94ced8a2fa8ec2b06fb34))
- 🚀 add install script ([dad3966](https://github.com/melMass/comfy_mtb/commit/dad3966ba219c1998e4fc7f6e641864fb0e7c3e8))
- 🚧 add my CLIs ([44eaae5](https://github.com/melMass/comfy_mtb/commit/44eaae5c79f4dbec344053d945e7275be5c3c0a5))
- ✨comfy_widget shared utils ([91bb95d](https://github.com/melMass/comfy_mtb/commit/91bb95da914468de533b040324700c7f9707e4fb))
- 🚀 debug node ([b27b8ef](https://github.com/melMass/comfy_mtb/commit/b27b8ef91fe7335b1df3766547edaf4b9625ae4d))
- ✨ add FitNumber node ([aa551eb](https://github.com/melMass/comfy_mtb/commit/aa551ebe57801c69010815119fe21e19a858780c))
- 🔥 add API endpoints ([95afbdb](https://github.com/melMass/comfy_mtb/commit/95afbdbf76e66897e632252d876384ada9acf153))
- ✨ categorize ([d2b3962](https://github.com/melMass/comfy_mtb/commit/d2b396236a10fe620ebebabd5a22c36159921913))
- 🚀 add a few examples ([b9c1d3d](https://github.com/melMass/comfy_mtb/commit/b9c1d3df7a1460fe9ffa84f6f9ea0cfb5409de1a))
- ✨ added a way to export the node list ([5f5297f](https://github.com/melMass/comfy_mtb/commit/5f5297f80debc77f3fda2f0d37b3acff8419140d))
- ✨ WIP batch from history ([cde7293](https://github.com/melMass/comfy_mtb/commit/cde72938d5ffd09179f5974676e12d4599a8d6ff))
- ✨ extract node names using ast ([38f6147](https://github.com/melMass/comfy_mtb/commit/38f61473bc23b4c5d4efc5048d54c059565a6fa0))
- 🔥 add batch support for load image sequence ([3faadc4](https://github.com/melMass/comfy_mtb/commit/3faadc4b8a5049cb8c264b8a3d50565adec405f1))
- 🎨 add support for image.size(0) == 0 ([629e2b5](https://github.com/melMass/comfy_mtb/commit/629e2b5f5fbebe4e79e8b7a4cff2de6017e79225))
- ✨ image feed ([99eb5ae](https://github.com/melMass/comfy_mtb/commit/99eb5ae0c7413f6ab1f24cfc8337c9b1b2d9824c))
- ✨ FILM interpolation nodes ([e04e77e](https://github.com/melMass/comfy_mtb/commit/e04e77eb097735ec1369dec51238cdcc5abe39b7))
- ✨ add an headless option for model downloads ([217e8a1](https://github.com/melMass/comfy_mtb/commit/217e8a1546d06b97250d99612ac6bdb5ce89e155))
- 🐛 support batch count > 1 for restore face ([8ef48a0](https://github.com/melMass/comfy_mtb/commit/8ef48a013a8d6b832b8c0c7dcabc1b78c27ff207))
- 🚧 wrapper for GFPGAN bg upscaler ([88cdcc6](https://github.com/melMass/comfy_mtb/commit/88cdcc6a87dae452924e8915eccdadc69d7d136e))
- ✨ add GFPGAN (FaceRestore) ([3a6e545](https://github.com/melMass/comfy_mtb/commit/3a6e5450502f3b1d7c505178fc9ba337cd95c39e))
### Miscellaneous Tasks
- ✨ before categorize ([0cc54e5](https://github.com/melMass/comfy_mtb/commit/0cc54e58ec86c28354cae37e14f39e831c13ea02))
- ✨ add more issue templates ([710a638](https://github.com/melMass/comfy_mtb/commit/710a638a8187ef08254478f684307dccdebcded2)) in [#25](https://github.com/melMass/comfy_mtb/pull/25)
- ✨ add bug report template ([f927bc7](https://github.com/melMass/comfy_mtb/commit/f927bc7c9a82951e6df4763433732f20ea87e9cb))
- 🍻 create FUNDING.yml ([f634fe0](https://github.com/melMass/comfy_mtb/commit/f634fe0e6b2db28138e4bd7932fbfc8606a0f033))
- 🍻 add bmc to readme ([cd1b603](https://github.com/melMass/comfy_mtb/commit/cd1b603565464fe98a718e1fbaa8c7cd84057576))
- 📝 extra files from another branch ([b78be8f](https://github.com/melMass/comfy_mtb/commit/b78be8fd3cd36666fd94a3ab08eca11cce526043))
- 🚀 push leftovers ([4c41fe7](https://github.com/melMass/comfy_mtb/commit/4c41fe7af9f8e16d895eb06223349e1294dd4698))
### Refactor
- ♻️ removes a few nodes, moved other around ([4d8ddac](https://github.com/melMass/comfy_mtb/commit/4d8ddaca320ce483640d030618e70730b3453df2))
- ♻️ remove test ([68c250e](https://github.com/melMass/comfy_mtb/commit/68c250e890dacae9f627b0d266ad6dcab0fa0c8b))
- 🚧 remove color_widget ([e480d07](https://github.com/melMass/comfy_mtb/commit/e480d071171cffa789930620f1e7ccc76473bf93))
### Testing
- 🔧 pipe detection ([ee17d57](https://github.com/melMass/comfy_mtb/commit/ee17d57c3d6d71fda1a5acc2cf85f936c525bc87))
### Install
- 🚧 handle symlink errors ([d982b69](https://github.com/melMass/comfy_mtb/commit/d982b69a58c05ccead9c49370764beaa4549992a))
### Merge
- 🔀 pull request #22 from melMass/dev/next-release ([c34de0a](https://github.com/melMass/comfy_mtb/commit/c34de0ab351b2c95d7fa4fab4487155bee6bfa3a)) in [#22](https://github.com/melMass/comfy_mtb/pull/22)
- 🎉 pull request #11 from dev/frame_interpolation ([1e28606](https://github.com/melMass/comfy_mtb/commit/1e28606427bcc8d895b87eaa6cd4147ab6d9a11f)) in [#11](https://github.com/melMass/comfy_mtb/pull/11)
- 🎉 pull request #8 from dev/small-fixes ([7585624](https://github.com/melMass/comfy_mtb/commit/7585624de5895eb34c6a520d4dab18b47e64b6ca)) in [#8](https://github.com/melMass/comfy_mtb/pull/8)
## [0.0.1] - 2023-06-28
### Bug Fixes
- 🤦 add missing file ([e2c4561](https://github.com/melMass/comfy_mtb/commit/e2c456147c260b4e9d583662e3bb9d6d9a019a5e))
- ✨ small edits ([bcf55ca](https://github.com/melMass/comfy_mtb/commit/bcf55ca9a3a07067be3319182501f7b635e5d2ba))
- ⚡️ add support for batch in roop ([2dae020](https://github.com/melMass/comfy_mtb/commit/2dae02056a11ddfe1f84ee040818028177e404b5))
- 🔥 various preparing for the first tag ([793784a](https://github.com/melMass/comfy_mtb/commit/793784a5fd08e8a70d670fc8edbc3bb5b6e13e67))
- 🐛 various bugs ([afd0843](https://github.com/melMass/comfy_mtb/commit/afd08431458e3bbb14a25c84a87408113edf5db5))
- ⚡️ add missing controls to QRCode ([7e86b0e](https://github.com/melMass/comfy_mtb/commit/7e86b0ed4d300021517f6c5cf28a45012497b5c5))
### Documentation
- 📝 add rembg screenshot ([9a2d523](https://github.com/melMass/comfy_mtb/commit/9a2d52325f87ecf6342ef4897da919006755b9db))
- 📝 add a few screenshots ([e162336](https://github.com/melMass/comfy_mtb/commit/e162336cd366d39cd4b96f05b3c9c68eecec3dc4))
- 📝 update readme ([7f3070d](https://github.com/melMass/comfy_mtb/commit/7f3070debbc3330da50ff845621ce299894cf862))
### Features
- 💄 faceswap node using roop ([966a14b](https://github.com/melMass/comfy_mtb/commit/966a14b40d88f4fccfb2eaa5ff9b222f0eedd7cb))
- ✨ sync local changes ([647bf9e](https://github.com/melMass/comfy_mtb/commit/647bf9e94195c279a620c74c2253471b9c4b90f7))
- ✨ bbox from alpha ([37abf8a](https://github.com/melMass/comfy_mtb/commit/37abf8aad12f4711c6d82c6be4be6fa3578e7af5))
- ✨ a111 like style loader ([f59b68e](https://github.com/melMass/comfy_mtb/commit/f59b68e3ad92841a4d189d8dddf7b41e915c9b4e))
- ✨ add a color type and widget ([9a2e986](https://github.com/melMass/comfy_mtb/commit/9a2e986327c34227a707beab6d9929b0a05e41e6))
- ✨ add a few nodes ([811443b](https://github.com/melMass/comfy_mtb/commit/811443b92161815db1cdff81898e8834dcd6fbfa))
- ✨ add SadTalker as a submodule ([3fb8716](https://github.com/melMass/comfy_mtb/commit/3fb871651b12bce62d8e911bd3884f417f80c937))
- 🚨 push local changes ([6cac344](https://github.com/melMass/comfy_mtb/commit/6cac344f6fb15ebb902acee70ee71edc585ec4bc))
- ⚡️ initial commit ([1ae3bbc](https://github.com/melMass/comfy_mtb/commit/1ae3bbc89ae6e0d2e8c61122485bd0df837e17c2))
### Miscellaneous Tasks
- 🚀 add gh action ([572b4d5](https://github.com/melMass/comfy_mtb/commit/572b4d52bce1398660d4d7ca0c5c48c11e0128e3)) in [#4](https://github.com/melMass/comfy_mtb/pull/4)
[main]: https://github.com/melMass/comfy_mtb/compare/v0.2.0..main
[0.2.0]: https://github.com/melMass/comfy_mtb/compare/v0.1.6..v0.2.0
[0.1.6]: https://github.com/melMass/comfy_mtb/compare/v0.1.5..v0.1.6
[0.1.5]: https://github.com/melMass/comfy_mtb/compare/v0.1.4..v0.1.5
[0.1.4]: https://github.com/melMass/comfy_mtb/compare/v0.1.3..v0.1.4
[0.1.3]: https://github.com/melMass/comfy_mtb/compare/v0.1.2..v0.1.3
[0.1.2]: https://github.com/melMass/comfy_mtb/compare/v0.1.1..v0.1.2
[0.1.1]: https://github.com/melMass/comfy_mtb/compare/v0.1.0..v0.1.1
[0.1.0]: https://github.com/melMass/comfy_mtb/compare/v0.0.1..v0.1.0
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# Installation
- [Installation](#installation)
- [Automatic Install (Recommended)](#automatic-install-recommended)
- [ComfyUI Manager](#comfyui-manager)
- [Virtual Env](#virtual-env)
- [Models Download](#models-download)
- [Old installation method (MANUAL)](#old-installation-method-manual)
- [Dependencies](#dependencies)
## Automatic Install (Recommended)
### ComfyUI Manager
As of version 0.1.0, this extension is meant to be installed with the [ComfyUI-Manager](https://github.com/ltdrdata/ComfyUI-Manager), which helps a lot with handling the various install issues faced by various environments.
### Virtual Env
There is also an experimental one liner install using the following command from ComfyUI's root. It will download the code, install the dependencies and run the install script:
```bash
curl -sSL "https://raw.githubusercontent.com/username/repo/main/install.py" | python3 -
```
## Models Download
Some nodes require extra models to be downloaded, you can interactively do it using the same python environment as above:
```bash
python scripts/download_models.py
```
then follow the prompt or just press enter to download every models.
> **Note**
> You can use the following to download all models without prompt:
```bash
python scripts/download_models.py -y
```
## Old installation method (MANUAL)
### Dependencies
<details><summary><h4>Custom Virtualenv (I use this mainly)</h4></summary>
1. Make sure you are in the Python environment you use for ComfyUI.
2. Install the required dependencies by running the following command:
```bash
pip install -r comfy_mtb/requirements.txt
```
</details>
<details><summary><h4>Comfy-portable / standalone (from ComfyUI releases)</h4></summary>
If you use the `python-embeded` from ComfyUI standalone then you are not able to pip install dependencies with binaries when they don't have wheels, in this case check the last [release](https://github.com/melMass/comfy_mtb/releases) there is a bundle for linux and windows with prebuilt wheels (only the ones that require building from source), check [this issue (#1)](https://github.com/melMass/comfy_mtb/issues/1) for more info.
![image](https://github.com/melMass/comfy_mtb/assets/7041726/2934fa14-3725-427c-8b9e-2b4f60ba1b7b)
</details>
<details><summary><h4>Google Colab</h4></summary>
Add a new code cell just after the **Run ComfyUI with localtunnel (Recommended Way)** header (before the code cell)
![preview of where to add it on colab](https://github.com/melMass/comfy_mtb/assets/7041726/35df2ef1-14f9-44cd-aa65-353829188cd7)
```python
# download the nodes
!git clone --recursive https://github.com/melMass/comfy_mtb.git custom_nodes/comfy_mtb
# download all models
!python custom_nodes/comfy_mtb/scripts/download_models.py -y
# install the dependencies
!pip install -r custom_nodes/comfy_mtb/reqs.txt -f https://download.openmmlab.com/mmcv/dist/cu118/torch2.0/index.html
```
If after running this, colab complains about needing to restart runtime, do it, and then do not rerun earlier cells, just the one to run the localtunnel. (you might have to add a cell with `%cd ComfyUI` first...)
> **Note**:
> If you don't need all models, remove the `-y` as collab actually supports user input: ![image](https://github.com/melMass/comfy_mtb/assets/7041726/40fc3602-f1d4-432a-98fd-ce2240f5ad06)
> **Preview**
> ![image](https://github.com/melMass/comfy_mtb/assets/7041726/b5b2b2d9-f1e8-4c43-b1db-7dfc5e07be86)
</details>
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MIT License
Copyright (c) 2023 Mel Massadian
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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# MTB Nodes
[![embedded test](https://github.com/melMass/comfy_mtb/actions/workflows/test_embedded.yml/badge.svg)](https://github.com/melMass/comfy_mtb/actions/workflows/test_embedded.yml)
![home](https://repository-images.githubusercontent.com/649047066/a3eef9a7-20dd-4ef9-b839-884502d4e873)
<!-- omit in toc -->
<a href="https://www.buymeacoffee.com/melmass" target="_blank"><img src="https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png" alt="Buy Me A Coffee" style="height: 32px !important;width: 140px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;" ></a>
[**Wiki**](https://github.com/melMass/comfy_mtb/wiki) | [**Install Guide**](./INSTALL.md) | [**Examples**](https://github.com/melMass/comfy_mtb/wiki/Examples)
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#!/usr/bin/env python3
###
# File: __init__.py
# Project: comfy_mtb
# Author: Mel Massadian
# Copyright (c) 2023 Mel Massadian
#
###
__version__ = "0.3.0"
import os
from aiohttp.web_request import Request
# TODO: don't override this if the user has that setup already
if not os.environ.get("TF_FORCE_GPU_ALLOW_GROWTH"):
os.environ["TF_FORCE_GPU_ALLOW_GROWTH"] = "true"
if not os.environ.get("TF_GPU_ALLOCATOR"):
os.environ["TF_GPU_ALLOCATOR"] = "cuda_malloc_async"
import ast
import contextlib
import importlib
import json
import logging
import shutil
import traceback
from importlib import reload
from pathlib import Path
from aiohttp import web
IN_COMFY = False
try:
from server import PromptServer
IN_COMFY = True
except ModuleNotFoundError:
IN_COMFY = False
from .endpoint import endlog
from .install import get_node_dependencies
from .log import blue_text, cyan_text, get_label, get_summary, log
from .utils import comfy_dir, here
NODE_CLASS_MAPPINGS: dict[str, type] = {}
NODE_DISPLAY_NAME_MAPPINGS: dict[str, str] = {}
NODE_CLASS_MAPPINGS_DEBUG: dict[str, str | None] = {}
WEB_DIRECTORY = "./web"
def extract_nodes_from_source(filename: Path):
source_code = ""
source_code = filename.read_text(encoding="utf-8")
nodes: list[str] = []
try:
parsed = ast.parse(source_code)
for node in ast.walk(parsed):
if isinstance(node, ast.Assign) and len(node.targets) == 1:
target = node.targets[0]
if isinstance(target, ast.Name) and target.id == "__nodes__":
value = ast.get_source_segment(source_code, node.value)
if value:
node_value = ast.parse(value).body[0].value
if isinstance(node_value, ast.List | ast.Tuple):
nodes.extend(
str(element.id)
for element in node_value.elts
if isinstance(element, ast.Name)
)
break
except SyntaxError:
log.error("Failed to parse")
return nodes
def load_nodes():
errors: list[str] = []
nodes: list[type] = []
nodes_failed: list[str] = []
for filename in (here / "nodes").iterdir():
if filename.suffix == ".py":
module_name = filename.stem
try:
module = importlib.import_module(
f".nodes.{module_name}", package=__package__
)
_nodes = getattr(module, "__nodes__", [])
nodes.extend(_nodes)
log.debug(f"Imported {module_name} nodes")
except AttributeError:
log.debug(f"Skipping wip module {module_name}")
pass # wip nodes
except Exception:
error_message = traceback.format_exc().splitlines()[-1]
errors.append(
f"Failed to import module {module_name} because {error_message}"
)
# Read __nodes__ variable from the source file
nodes_failed.extend(extract_nodes_from_source(filename))
if errors:
log.debug(
"Some nodes failed to load:\n\t"
+ "\n\t".join(errors)
+ "\n\n"
+ "Check that you properly installed the dependencies.\n"
+ "If you think this is a bug, please report it on the github page (https://github.com/melMass/comfy_mtb/issues)"
)
return (nodes, nodes_failed)
# - REGISTER WEB EXTENSIONS
def uninstall_old_web_extensions():
web_extensions_root = comfy_dir / "web" / "extensions"
web_mtb = web_extensions_root / "mtb"
if web_mtb.exists() and hasattr(nodes, "EXTENSION_WEB_DIRS"):
try:
if web_mtb.is_symlink():
web_mtb.unlink()
else:
shutil.rmtree(web_mtb)
except Exception as e:
log.warning(
f"""Failed to remove web mtb directory: {e}
Please manually remove it from disk ({web_mtb}) and restart the server."""
)
# uninstall_old_web_extensions()
# - GATHER WIKI PAGES
def wiki_to_classname(s: str):
wiki_name = s.replace("nodes-", "", 1)
return "MTB_" + "".join(
[part.capitalize() for part in wiki_name.split("-")]
)
def classname_to_wiki(s: str):
classname = s.replace("MTB_", "")
parts: list[str] = []
start = 0
for i in range(1, len(classname)):
if classname[i].isupper():
parts.append(classname[start:i].lower())
start = i
parts.append(classname[start:].lower())
return "nodes-" + "-".join(parts)
wiki = here / "wiki"
node_docs = {}
if wiki.exists() and wiki.is_dir():
node_docs = {
wiki_to_classname(x.stem): x.read_text(encoding="utf-8")
for x in (wiki / "nodes").glob("*.md")
}
# - REGISTER NODES
MTB_EXPORT = os.environ.get("MTB_EXPORT")
nodes, failed = load_nodes()
for node_class in nodes:
class_name: str = node_class.__name__
linked_doc = node_docs.get(class_name)
if not hasattr(node_class, "DESCRIPTION"):
if linked_doc:
log.debug(f"Found linked doc for {class_name}, using it")
node_class.DESCRIPTION = linked_doc
elif node_class.__doc__:
log.debug(f"Using __doc__ as description for {class_name}")
node_class.DESCRIPTION = node_class.__doc__
if MTB_EXPORT:
wiki_name = classname_to_wiki(class_name)
_ = (wiki / "nodes" / (wiki_name + ".md")).write_text(
node_class.__doc__, encoding="utf-8"
)
else:
log.debug(
f"None of the methods could retrieve documentation for {class_name}"
)
node_label = f"{get_label(class_name)} (mtb)"
NODE_CLASS_MAPPINGS[node_label] = node_class
NODE_DISPLAY_NAME_MAPPINGS[class_name] = node_label
NODE_CLASS_MAPPINGS_DEBUG[node_label] = node_class.__doc__
# TODO: I removed this, I find it more convenient to write without spaces
# but it breaks every of my workflows
# TODO (cont): and until I find a way to automate the conversion
# I'll leave it like this
if os.environ.get("MTB_EXPORT"):
with open(here / "node_list.json", "w") as f:
_ = f.write(
json.dumps(
{
k: NODE_CLASS_MAPPINGS_DEBUG[k]
for k in sorted(NODE_CLASS_MAPPINGS_DEBUG.keys())
},
indent=4,
)
)
log.debug(
"Loaded the following nodes:\n\t"
+ "\n\t".join(
f"{cyan_text(k)}: {blue_text(get_summary(doc)) if doc else '-'}"
for k, doc in NODE_CLASS_MAPPINGS_DEBUG.items()
)
)
log.info(f"loaded {cyan_text(str(len(nodes)))} nodes successfuly")
if failed:
with contextlib.suppress(Exception):
base_url, port = utils.get_server_info()
log.info(
f"Some nodes ({len(failed)}) could not be loaded. This can be ignored, but go to http://{base_url}:{port}/mtb if you want more information."
)
log.debug(failed)
# - ENDPOINT
if IN_COMFY and hasattr(PromptServer, "instance"):
img_cache = None
prompt_cache = None
with contextlib.suppress(ImportError):
from cachetools import TTLCache
img_cache = TTLCache(maxsize=100, ttl=5) # 1 min TTL
prompt_cache = TTLCache(maxsize=100, ttl=5) # 1 min TTL
node_dependency_mapping = get_node_dependencies()
PromptServer.instance.app.router.add_static(
"/mtb-assets/", path=(here / "html").as_posix()
)
# NOTE: we add an extra static path to avoid comfy mechanism
# that loads every script in web.
PromptServer.instance.app.add_routes(
[web.static("/mtb_async", (here / "web_async").as_posix())]
)
@PromptServer.instance.routes.get("/mtb/manage")
async def manage(request):
from . import endpoint
reload(endpoint)
endlog.debug("Initializing Manager")
if "text/html" in request.headers.get("Accept", ""):
csv_editor = endpoint.csv_editor()
tabview = endpoint.render_tab_view(Styles=csv_editor)
return web.Response(
text=endpoint.render_base_template("MTB", tabview),
content_type="text/html",
)
return web.json_response(
{
"message": "manage only has a POST api for now",
}
)
@PromptServer.instance.routes.get("/mtb/status")
async def get_full_library(request):
from . import endpoint
reload(endpoint)
endlog.debug("Getting node registration status")
# Check if the request prefers HTML content
if "text/html" in request.headers.get("Accept", ""):
# # Return an HTML page
html_response = endpoint.render_table(
NODE_CLASS_MAPPINGS_DEBUG, title="Registered"
)
html_response += endpoint.render_table(
{
k: {"dependencies": node_dependency_mapping.get(k)}
if node_dependency_mapping.get(k)
else "-"
for k in failed
},
title="Failed to load",
)
return web.Response(
text=endpoint.render_base_template("MTB", html_response),
content_type="text/html",
)
return web.json_response(
{
"registered": NODE_CLASS_MAPPINGS_DEBUG,
"failed": failed,
}
)
@PromptServer.instance.routes.post("/mtb/server-info")
async def set_server_info(request: Request):
json_data: dict[str, bool] = await request.json()
enabled = json_data.get("debug")
if enabled:
os.environ["MTB_DEBUG"] = "true"
log.setLevel(logging.DEBUG)
log.debug("Debug mode set from API (/mtb/debug POST route)")
elif "MTB_DEBUG" in os.environ:
# del os.environ["MTB_DEBUG"]
_ = os.environ.pop("MTB_DEBUG")
log.setLevel(logging.INFO)
return web.json_response(
{"message": f"Debug mode {'set' if enabled else 'unset'}"}
)
@PromptServer.instance.routes.get("/mtb")
async def get_home(request: Request):
from . import endpoint
_ = reload(endpoint)
# Check if the request prefers HTML content
if "text/html" in request.headers.get("Accept", ""):
# # Return an HTML page
html_response = """
<div class="flex-container menu">
<a href="/mtb/manage">manage</a>
<a href="/mtb/server-info">Server Info</a>
<a href="/mtb/status">status</a>
</div>
"""
return web.Response(
text=endpoint.render_base_template("MTB", html_response),
content_type="text/html",
)
# Return JSON for other requests
return web.json_response({"message": "Welcome to MTB!"})
import asyncio
import os
from io import BytesIO
from aiohttp import web
from PIL import Image
def get_cached_image(file_path: str, preview_params=None, channel=None):
cache_key = (file_path, preview_params, channel)
if img_cache and (cache_key in img_cache):
return img_cache[cache_key]
with Image.open(file_path) as img:
info = img.info
if preview_params:
img = process_preview(img, preview_params)
if channel:
img = process_channel(img, channel)
if prompt_cache:
prompt_cache[cache_key] = info
if img_cache:
img_cache[cache_key] = img.getvalue()
return img_cache[cache_key]
return img.getvalue()
def process_preview(img: Image.Image, preview_params):
image_format, quality, width = preview_params
quality = int(quality)
if width:
width = int(width)
img.thumbnail((width, int(width * img.height / img.width)))
buffer = BytesIO()
img.save(
buffer, format=image_format, quality=quality, metadata=img.info
)
buffer.seek(0)
return buffer
def process_channel(img: Image.Image, channel: str):
if channel == "rgb":
if img.mode == "RGBA":
r, g, b, _ = img.split()
img = Image.merge("RGB", (r, g, b))
else:
img = img.convert("RGB")
elif channel == "a":
if img.mode == "RGBA":
_, _, _, a = img.split()
else:
a = Image.new("L", img.size, 255)
img = Image.new("RGBA", img.size)
img.putalpha(a)
buffer = BytesIO()
img.save(buffer, format="PNG")
_ = buffer.seek(0)
return buffer
async def get_image_response(
file, filename: str, preview_info=None, channel=None
):
img = await asyncio.to_thread(
get_cached_image, file, preview_info, channel
)
return web.Response(
body=img,
content_type="image/webp" if preview_info else "image/png",
headers={"Content-Disposition": f'filename="{filename}"'},
)
# TODO: Embed the metadatas somehow so we can drag and drop
# to load workflows in the sidebar
@PromptServer.instance.routes.get("/mtb/view")
async def view_image(request: Request):
import folder_paths
filename = request.rel_url.query.get("filename")
if not filename:
return web.Response(status=404)
filename, output_dir = folder_paths.annotated_filepath(filename)
if filename[0] == "/" or ".." in filename:
return web.Response(status=400)
if output_dir is None:
rtype = request.rel_url.query.get("type", "output")
output_dir = folder_paths.get_directory_by_type(rtype)
if output_dir is None:
return web.Response(status=400)
if "subfolder" in request.rel_url.query:
full_output_dir = os.path.join(
output_dir, request.rel_url.query["subfolder"]
)
if (
os.path.commonpath(
(os.path.abspath(full_output_dir), output_dir)
)
!= output_dir
):
return web.Response(status=403)
output_dir = full_output_dir
filename = os.path.basename(filename)
file = os.path.join(output_dir, filename)
if not os.path.isfile(file):
return web.Response(status=404)
ret_workflow = request.rel_url.query.get("workflow")
if ret_workflow:
image = Image.open(file)
prompt = image.info.get("prompt", "")
workflow = image.info.get("workflow", "")
if workflow:
workflow = json.loads(workflow)
if prompt:
prompt = json.loads(prompt)
return web.json_response(
{
"prompt": prompt,
"workflow": workflow,
}
)
preview_info = None
if "preview" in request.rel_url.query:
preview_params = request.rel_url.query["preview"].split(";")
image_format = (
preview_params[0]
if preview_params[0] in ["webp", "jpeg"]
else "webp"
)
quality = (
int(preview_params[1])
if len(preview_params) > 1 and preview_params[1].isdigit()
else 90
)
width = request.rel_url.query.get("width")
preview_info = (image_format, quality, width)
channel = request.rel_url.query.get("channel")
return await get_image_response(file, filename, preview_info, channel)
@PromptServer.instance.routes.get("/mtb/server-info")
async def get_debug(request: Request):
from . import endpoint
_ = reload(endpoint)
isdebug = "MTB_DEBUG" in os.environ
exposed = "MTB_EXPOSE" in os.environ
def render_property(name: str, val: str):
return f"""<strong>{name}:</strong>
<p>
{val}
</p>"""
# Check if the request prefers HTML content
if "text/html" in request.headers.get("Accept", ""):
# # Return an HTML page
html_response = ""
html_response += render_property(
"Debug", "Enabled" if isdebug else "Disabled"
)
html_response += render_property("Exposed", str(exposed))
return web.Response(
text=endpoint.render_base_template(
"Server Info", html_response
),
content_type="text/html",
)
# Return JSON for other requests
return web.json_response({"exposed": exposed, "debug": isdebug})
@PromptServer.instance.routes.get("/mtb/actions")
async def no_route(request: Request):
from . import endpoint
if "text/html" in request.headers.get("Accept", ""):
html_response = """
<h1>Actions has no get for now...</h1>
"""
return web.Response(
text=endpoint.render_base_template("Actions", html_response),
content_type="text/html",
)
return web.json_response({"message": "actions has no get for now"})
@PromptServer.instance.routes.post("/mtb/actions")
async def do_action(request: Request):
from . import endpoint
reload(endpoint)
return await endpoint.do_action(request)
# - WAS Dictionary
MANIFEST = {
"name": "MTB Nodes", # The title that will be displayed on Node Class menu,. and Node Class view
"version": (0, 1, 0), # Version of the custom_node or sub module
"author": "Mel Massadian", # Author or organization of the custom_node or sub module
"project": "https://github.com/melMass/comfy_mtb", # The address that the `name` value will link to on Node Class Views
"description": "Set of nodes that enhance your animation workflow and provide a range of useful tools including features such as manipulating bounding boxes, perform color corrections, swap faces in images, interpolate frames for smooth animation, export to ProRes format, apply various image operations, work with latent spaces, generate QR codes, and create normal and height maps for textures.",
}
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{
"$schema": "https://biomejs.dev/schemas/1.6.1/schema.json",
"organizeImports": {
"enabled": true
},
"linter": {
"enabled": true,
"rules": {
"recommended": true,
"suspicious": {
"noConsoleLog": "warn"
},
"style": {
"noParameterAssign": "off",
"noShoutyConstants": "warn",
"useNamingConvention": "off"
}
}
},
"formatter": {
"indentStyle": "space",
"indentWidth": 2,
"lineEnding": "lf"
},
"javascript": {
"formatter": {
"quoteStyle": "single",
"semicolons": "asNeeded"
}
}
}
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[changelog]
header = """
# Changelog\n
This is an automated changelog based on the commits in this repository.
Check the notes in the [releases](https://github.com/melMass/comfy_mtb/releases) for more information.
"""
# https://keats.github.io/tera/docs/#introduction
body = """
{% if version -%}\
## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
{% else %}\
## [Unreleased]
{% endif -%}\
{% for group, commits in commits | group_by(attribute="group") %}
### {{ group | upper_first }}
{% for commit in commits %}
- {% if commit.breaking %}[**breaking**] {% endif %}{{ commit.message | upper_first | trim }} ([{{ commit.id | truncate(length=7, end="") }}](<REPO>/commit/{{ commit.id }}))\
{% if commit.github.username and commit.github.username != remote.github.owner %} by [@{{ commit.github.username }}](https://github.com/{{ commit.github.username }}){%- endif -%}
{% if commit.github.pr_number %} in [#{{ commit.github.pr_number }}](<REPO>/pull/{{ commit.github.pr_number }}){%- endif -%}
{% endfor %}
{% endfor %}
{%- if github.contributors | filter(attribute="is_first_time", value=true) | length != 0 %}
## New Contributors
{%- endif -%}
{% for contributor in github.contributors | filter(attribute="is_first_time", value=true) %}
* [@{{ contributor.username }}](https://github.com/{{ contributor.username }}) made their first contribution in [#{{ contributor.pr_number }}](<REPO>/pull/{{ contributor.pr_number }})\
{%- endfor %}\n
"""
footer = """
{% for release in releases -%}
{% if release.version -%}
{% if release.previous.version -%}
[{{ release.version | trim_start_matches(pat="v") }}]: \
<REPO>/compare/{{ release.previous.version }}..{{ release.version }}
{% endif -%}
{% else -%}
[unreleased]: <REPO>/compare/{{ release.previous.version }}..HEAD
{% endif -%}
{% endfor %}
"""
trim = true
postprocessors = [
{ pattern = '<REPO>', replace = "https://github.com/melMass/comfy_mtb" }, # replace repository URL
]
[git]
# https://www.conventionalcommits.org
conventional_commits = true
filter_unconventional = true
split_commits = false
commit_preprocessors = [
# { pattern = '\((\w+\s)?#([0-9]+)\)', replace = "([#${2}](<REPO>/issues/${2}))" }, # replace issue numbers
{ pattern = '\((\w+\s)?#([0-9]+)\)', replace = "" },
]
commit_parsers = [
{ message = "^feat", group = "Features" },
{ message = "^fix", group = "Bug Fixes" },
{ message = "^doc", group = "Documentation" },
{ message = "^perf", group = "Performance" },
{ message = "^refactor", group = "Refactor" },
{ message = "^style", group = "Styling" },
{ message = "^test", group = "Testing" },
{ message = "^chore\\(release\\): prepare for", skip = true },
{ message = "^chore\\(deps\\)", skip = true },
{ message = "^chore\\(pr\\)", skip = true },
{ message = "^chore\\(pull\\)", skip = true },
{ message = "^chore|ci", group = "Miscellaneous Tasks" },
{ body = ".*security", group = "Security" },
{ message = "^revert", group = "Revert" },
]
protect_breaking_commits = false
filter_commits = false
tag_pattern = "v[0-9].*"
topo_order = false
sort_commits = "newest"
[remote.github]
owner = "melMass"
repo = "comfy_mtb"
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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<link rel="icon" href="https://fav.farm/⚡️" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/entry/start.B_2iSefo.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/entry.DFosKZrm.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/utils.C1SWMJ6M.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/entry/app.DtSbs4z-.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/preload-helper.C56uK8e9.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/store.DYqNbYNW.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/index-client.nC1_6-Ml.js">
<link rel="modulepreload" href="/comfy_mtb/_app/immutable/chunks/this.Ju-dO593.js">
</head>
<body data-sveltekit-preload-data="hover">
<div style="display: contents">
<script>
{
__sveltekit_q2xodv = {
base: "/comfy_mtb",
assets: "/comfy_mtb"
};
const element = document.currentScript.parentElement;
Promise.all([
import("/comfy_mtb/_app/immutable/entry/start.B_2iSefo.js"),
import("/comfy_mtb/_app/immutable/entry/app.DtSbs4z-.js")
]).then(([kit, app]) => {
kit.start(app, element);
});
}
</script>
</div>
</body>
</html>
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export const env={}
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€export const env={}
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.markdown-callout-title{color:var(--current-color);font-weight:700;padding:.5em;padding-inline-start:1em}.markdown-callout-content{padding:1em}.markdown-callout{--radius: 8px;--current-color: purple;border-left:3px solid var(--current-color);margin-bottom:1em;margin-top:1em}.markdown-callout-tip{--text-color: whitesmoke;--current-color: #50e3c2}.markdown-callout-note{--text-color: whitesmoke;--current-color: #0070f3}.markdown-callout-important{--text-color: whitesmoke;--current-color: #7928ca}.markdown-callout-warning{--current-color: #f5a623}.markdown-callout-caution{--current-color: #e60000}html[data-theme=light] .shiki,html[data-theme=light] .shiki>span{background-color:var(--shiki-light-bg)}html[data-theme=light] .shiki,html[data-theme=light] .shiki span{color:var(--shiki-light);font-style:var(--shiki-light-font-style);font-weight:var(--shiki-light-font-weight);-webkit-text-decoration:var(--shiki-light-text-decoration);text-decoration:var(--shiki-light-text-decoration)}html[data-theme=pastel] .shiki,html[data-theme=pastel] .shiki>span{background-color:var(--shiki-pastel-bg)}html[data-theme=pastel] .shiki,html[data-theme=pastel] .shiki span{color:var(--shiki-pastel);font-style:var(--shiki-pastel-font-style);font-weight:var(--shiki-pastel-font-weight);-webkit-text-decoration:var(--shiki-pastel-text-decoration);text-decoration:var(--shiki-pastel-text-decoration)}html[data-theme=dark] .shiki,html[data-theme=dark] .shiki>span{background-color:var(--shiki-dark-bg)}html[data-theme=dark] .shiki,html[data-theme=dark] .shiki span{color:var(--shiki-dark);font-style:var(--shiki-dark-font-style);font-weight:var(--shiki-dark-font-weight);-webkit-text-decoration:var(--shiki-dark-text-decoration);text-decoration:var(--shiki-dark-text-decoration)}pre.shiki{position:relative;z-index:1;padding:1.5rem 0;background:transparent;border-radius:.5rem}pre.shiki code{display:block;padding:0 1.5rem;transition:color .5s}.shiki.has-focused .line:not(.focused){opacity:.7;transition:filter .35s,opacity .35s;filter:blur(1.25px)}.shiki.has-focused:focus .line:not(.focused),.shiki.has-focused:hover .line:not(.focused){opacity:1;filter:blur(0)}.shiki code .diff,.shiki code .highlighted{transition:background-color .5s;margin:0 -1.5rem;padding:0 1.5rem;width:100%;display:inline-block}.shiki code .diff:before{position:absolute;left:10px}.shiki code .diff.add{background-color:#46954a26}.shiki code .diff.add:before{content:"+";color:#57ab5a}.shiki code .diff.remove{background-color:#e5534b1a;opacity:.7}.shiki code .diff.remove:before{content:"-";color:#f47067}.shiki code .highlighted{background-color:#636e7b1a!important}.shiki code .highlighted.error{background-color:#e5534b26!important}.shiki code .highlighted.warning{background-color:#ae7c1426!important}.shiki .highlighted-word{background-color:#4184e466!important;border:1px solid rgba(65,132,228,.6)!important;padding:1px 3px;margin:-1px -3px;border-radius:4px}
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.markdown-callout-title{color:var(--current-color);font-weight:700;padding:.5em;padding-inline-start:1em}.markdown-callout-content{padding:1em}.markdown-callout{--radius: 8px;--current-color: purple;border-left:3px solid var(--current-color);margin-bottom:1em;margin-top:1em}.markdown-callout-tip{--text-color: whitesmoke;--current-color: #50e3c2}.markdown-callout-note{--text-color: whitesmoke;--current-color: #0070f3}.markdown-callout-important{--text-color: whitesmoke;--current-color: #7928ca}.markdown-callout-warning{--current-color: #f5a623}.markdown-callout-caution{--current-color: #e60000}html[data-theme=light]{.shiki,.shiki>span{background-color:var(--shiki-light-bg)}.shiki,.shiki span{color:var(--shiki-light);font-style:var(--shiki-light-font-style);font-weight:var(--shiki-light-font-weight);-webkit-text-decoration:var(--shiki-light-text-decoration);text-decoration:var(--shiki-light-text-decoration)}}html[data-theme=pastel]{.shiki,.shiki>span{background-color:var(--shiki-pastel-bg)}.shiki,.shiki span{color:var(--shiki-pastel);font-style:var(--shiki-pastel-font-style);font-weight:var(--shiki-pastel-font-weight);-webkit-text-decoration:var(--shiki-pastel-text-decoration);text-decoration:var(--shiki-pastel-text-decoration)}}html[data-theme=dark]{.shiki,.shiki>span{background-color:var(--shiki-dark-bg)}.shiki,.shiki span{color:var(--shiki-dark);font-style:var(--shiki-dark-font-style);font-weight:var(--shiki-dark-font-weight);-webkit-text-decoration:var(--shiki-dark-text-decoration);text-decoration:var(--shiki-dark-text-decoration)}}pre.shiki{position:relative;z-index:1;padding:1.5rem 0;background:transparent;border-radius:.5rem}pre.shiki code{display:block;padding:0 1.5rem;transition:color .5s}.shiki.has-focused .line:not(.focused){opacity:.7;transition:filter .35s,opacity .35s;filter:blur(1.25px)}.shiki.has-focused:focus .line:not(.focused),.shiki.has-focused:hover .line:not(.focused){opacity:1;filter:blur(0)}.shiki code .diff,.shiki code .highlighted{transition:background-color .5s;margin:0 -1.5rem;padding:0 1.5rem;width:100%;display:inline-block}.shiki code .diff:before{position:absolute;left:10px}.shiki code .diff.add{background-color:#46954a26}.shiki code .diff.add:before{content:"+";color:#57ab5a}.shiki code .diff.remove{background-color:#e5534b1a;opacity:.7}.shiki code .diff.remove:before{content:"-";color:#f47067}.shiki code .highlighted{background-color:#636e7b1a!important}.shiki code .highlighted.error{background-color:#e5534b26!important}.shiki code .highlighted.warning{background-color:#ae7c1426!important}.shiki .highlighted-word{background-color:#4184e466!important;border:1px solid rgba(65,132,228,.6)!important;padding:1px 3px;margin:-1px -3px;border-radius:4px}
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