stable-diffusion-webui/webui.sh

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#!/bin/bash -i
# This file is part of sygil-webui (https://github.com/Sygil-Dev/sygil-webui/).
# Copyright 2022 Sygil-Dev team.
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# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
# Start the Stable Diffusion WebUI for Linux Users
DIRECTORY="."
ENV_FILE="environment.yaml"
ENV_NAME="ldm"
ENV_MODIFIED=$(date -r $ENV_FILE "+%s")
ENV_MODIFED_FILE=".env_updated"
ENV_UPDATED=0
# Models used for upscaling
GFPGAN_MODEL="https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth"
LATENT_DIFFUSION_REPO="https://github.com/devilismyfriend/latent-diffusion.git"
LSDR_CONFIG="https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1"
LSDR_MODEL="https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1"
REALESRGAN_MODEL="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth"
REALESRGAN_ANIME_MODEL="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth"
SD_CONCEPT_REPO="https://github.com/Sygil-Dev/sd-concepts-library/archive/refs/heads/main.zip"
if [[ -f $ENV_MODIFED_FILE ]]; then
ENV_MODIFIED_CACHED=$(<${ENV_MODIFED_FILE})
else
ENV_MODIFIED_CACHED=0
fi
# Setup the Conda env for the project. This will also handle updating the env as needed too.
conda_env_setup () {
# Set conda path if it is not already in default environment
CUSTOM_CONDA_PATH=
# Allow setting custom path via file to allow updates of this script without undoing custom path
if [ -f custom-conda-path.txt ]; then
CUSTOM_CONDA_PATH=$(cat custom-conda-path.txt)
fi
# If custom path is set above, try to setup conda environment
if [ -f "${CUSTOM_CONDA_PATH}/etc/profile.d/conda.sh" ]; then
. "${CUSTOM_CONDA_PATH}/etc/profile.d/conda.sh"
elif [ -n "${CUSTOM_CONDA_PATH}" ] && [ -f "${CUSTOM_CONDA_PATH}/bin" ]; then
export PATH="${CUSTOM_CONDA_PATH}/bin:$PATH"
fi
if ! command -v conda >/dev/null; then
printf "Anaconda3 not found. Install from here https://www.anaconda.com/products/distribution\n"
exit 1
fi
# Create/update conda env if needed
if ! conda env list | grep ".*${ENV_NAME}.*" >/dev/null 2>&1; then
printf "Could not find conda env: ${ENV_NAME} ... creating ... \n\n"
conda env create -f $ENV_FILE
ENV_UPDATED=1
elif [[ ! -z $CONDA_FORCE_UPDATE && $CONDA_FORCE_UPDATE == "true" ]] || (( $ENV_MODIFIED > $ENV_MODIFIED_CACHED )); then
printf "Updating conda env: ${ENV_NAME} ...\n\n"
PIP_EXISTS_ACTION=w conda env update --file $ENV_FILE --prune
ENV_UPDATED=1
fi
# Clear artifacts from conda after create/update
if (( $ENV_UPDATED > 0 )); then
conda clean --all
echo -n $ENV_MODIFIED > $ENV_MODIFED_FILE
fi
}
# Activate conda environment
conda_env_activation () {
conda activate $ENV_NAME
conda info | grep active
}
# Checks to see if the upscaling models exist in their correct locations. If they do not they will be downloaded as required
post_processor_model_loading () {
# Check to see if GFPGAN has been added yet, if not it will download it and place it in the proper directory
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if [ -f "$DIRECTORY/models/gfpgan/GFPGANv1.3.pth" ]; then
printf "GFPGAN already exists. Continuing...\n\n"
else
printf "Downloading GFPGAN model. Please wait...\n"
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wget $GFPGAN_MODEL -P $DIRECTORY/models/gfpgan
fi
# Check to see if realESRGAN has been added yet, if not it will download it and place it in the proper directory
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if [ -f "$DIRECTORY/models/realesrgan/RealESRGAN_x4plus.pth" ]; then
printf "realESRGAN already exists. Continuing...\n\n"
else
printf "Downloading realESRGAN model. Please wait...\n"
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wget $REALESRGAN_MODEL -P $DIRECTORY/models/realesrgan
wget $REALESRGAN_ANIME_MODEL -P $DIRECTORY/models/realesrgan
fi
# Check to see if LDSR has been added yet, if not it will be cloned and its models downloaded to the correct directory
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if [ -f "$DIRECTORY/models/ldsr/model.ckpt" ]; then
printf "LDSR already exists. Continuing...\n\n"
else
printf "Cloning LDSR and downloading model. Please wait...\n"
git clone $LATENT_DIFFUSION_REPO
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mv latent-diffusion $DIRECTORY/models/ldsr
mkdir $DIRECTORY/models/ldsr/experiments
mkdir $DIRECTORY/models/ldsr
wget $LSDR_CONFIG -P $DIRECTORY/models/ldsr
mv $DIRECTORY/models/ldsr/index.html?dl=1 $DIRECTORY/models/ldsr/project.yaml
wget $LSDR_MODEL -P $DIRECTORY/models/ldsr
mv $DIRECTORY/models/ldsr/index.html?dl=1 $DIRECTORY/models/ldsr/model.ckpt
fi
# Check to see if SD Concepts has been added yet, if not it will download it and place it in the proper directory
if [ -d "$DIRECTORY/models/custom/sd-concepts-library" ]; then
printf "SD Concepts Library already exists. Continuing...\n\n"
else
printf "Downloading and Extracting SD Concepts Library model. Please wait...\n"
mkdir $DIRECTORY/models/custom
wget $SD_CONCEPT_REPO
if ! command -v unzip &> /dev/null
then
printf "Warning: unzip could not be found. \nPlease install 'unzip' from your package manager and rerun this program.\n"
exit 1
fi
unzip main.zip
mv sd-concepts-library-main/sd-concepts-library $DIRECTORY/models/custom
fi
}
# Show the user a prompt asking them which version of the WebUI they wish to use, Streamlit or Gradio
launch_webui () {
# skip the prompt if --bridge command-line argument is detected
for arg in "$@"; do
if [ "$arg" == "--bridge" ]; then
python -u scripts/relauncher.py "$@"
return
fi
done
printf "\n\n########## LAUNCH USING STREAMLIT OR GRADIO? ##########\n\n"
printf "Do you wish to run the WebUI using the Gradio or StreamLit Interface?\n\n"
printf "Streamlit: \nHas A More Modern UI \nMore Features Planned \nWill Be The Main UI Going Forward \nCurrently In Active Development \n\n"
printf "Gradio: \nCurrently Feature Complete \nUses An Older Interface Style \nWill Not Receive Major Updates\n\n"
printf "Which Version of the WebUI Interface do you wish to use?\n"
select yn in "Streamlit" "Gradio"; do
case $yn in
Streamlit ) printf "\nStarting Stable Diffusion WebUI: Streamlit Interface. Please Wait...\n"; python -m streamlit run scripts/webui_streamlit.py; break;;
Gradio ) printf "\nStarting Stable Diffusion WebUI: Gradio Interface. Please Wait...\n"; python scripts/relauncher.py "$@"; break;;
esac
done
}
# Function to initialize the other functions
start_initialization () {
conda_env_setup
sd_model_loading
post_processor_model_loading
conda_env_activation
if [ ! -e "models/ldm/stable-diffusion-v1/*.ckpt" ]; then
echo "Your model file does not exist! Streamlit will handle this automatically, however Gradio still requires this file be placed manually. If you intend to use the Gradio interface, place it in 'models/ldm/stable-diffusion-v1' with the name 'model.ckpt'."
read -p "Once you have sd-v1-4.ckpt in the project root, if you are going to use Gradio, Press Enter...\n\n"
fi
launch_webui "$@"
}
start_initialization "$@"