KohyaSS/setup.sh

#!/usr/bin/env bash

# This file will be the host environment setup file for all operating systems other than base Windows.

display_help() {
  cat <<EOF
Kohya_SS Installation Script for POSIX operating systems.

Usage:
  # Specifies custom branch, install directory, and git repo
  setup.sh -b dev -d /workspace/kohya_ss -g https://mycustom.repo.tld/custom_fork.git

  # Same as example 1, but uses long options
  setup.sh --branch=dev --dir=/workspace/kohya_ss --git-repo=https://mycustom.repo.tld/custom_fork.git

  # Maximum verbosity, fully automated install in a runpod environment skipping the runpod env checks
  setup.sh -vvv --skip-space-check --runpod

Options:
  -b BRANCH, --branch=BRANCH    Select which branch of kohya to checkout on new installs.
  -d DIR, --dir=DIR             The full path you want kohya_ss installed to.
  -g, --git_repo                You can optionally provide a git repo to checkout for runpod installation. Useful for custom forks.
  -h, --help                    Show this screen.
  -i, --interactive             Interactively configure accelerate instead of using default config file.
  -p, --public                  Expose public URL in runpod mode. Won't have an effect in other modes.
  -r, --runpod                  Forces a runpod installation. Useful if detection fails for any reason.
  -s, --skip-space-check        Skip the 10Gb minimum storage space check.
  -v, --verbose                 Increase verbosity levels up to 3.
EOF
}

# Checks to see if variable is set and non-empty.
# This is defined first, so we can use the function for some default variable values
env_var_exists() {
  if [[ ! -v "$1" ]] || [[ -z "$1" ]]; then
    return 1
  else
    return 0
  fi
}

# Need RUNPOD to have a default value before first access
RUNPOD=false
if env_var_exists RUNPOD_POD_ID || env_var_exists RUNPOD_API_KEY; then
  RUNPOD=true
fi

# Variables defined before the getopts loop, so we have sane default values.
# Default installation locations based on OS and environment
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
  if [ "$RUNPOD" = true ]; then
    DIR="/workspace/kohya_ss"
  elif [ -w "/opt" ]; then
    DIR="/opt/kohya_ss"
  elif env_var_exists HOME; then
    DIR="$HOME/kohya_ss"
  else
    # The last fallback is simply PWD
    DIR="$(PWD)"
  fi
else
  if env_var_exists HOME; then
    DIR="$HOME/kohya_ss"
  else
    # The last fallback is simply PWD
    DIR="$(PWD)"
  fi
fi

VERBOSITY=2    #Start counting at 2 so that any increase to this will result in a minimum of file descriptor 3.  You should leave this alone.
MAXVERBOSITY=6 #The highest verbosity we use / allow to be displayed.  Feel free to adjust.

BRANCH="master"
GIT_REPO="https://github.com/bmaltais/kohya_ss.git"
INTERACTIVE=false
PUBLIC=false
SKIP_SPACE_CHECK=false

while getopts ":vb:d:g:iprs-:" opt; do
  # support long options: https://stackoverflow.com/a/28466267/519360
  if [ "$opt" = "-" ]; then # long option: reformulate OPT and OPTARG
    opt="${OPTARG%%=*}"     # extract long option name
    OPTARG="${OPTARG#$opt}" # extract long option argument (may be empty)
    OPTARG="${OPTARG#=}"    # if long option argument, remove assigning `=`
  fi
  case $opt in
  b | branch) BRANCH="$OPTARG" ;;
  d | dir) DIR="$OPTARG" ;;
  g | git-repo) GIT_REPO="$OPTARG" ;;
  i | interactive) INTERACTIVE=true ;;
  p | public) PUBLIC=true ;;
  r | runpod) RUNPOD=true ;;
  s | skip-space-check) SKIP_SPACE_CHECK=true ;;
  v) ((VERBOSITY = VERBOSITY + 1)) ;;
  h) display_help && exit 0 ;;
  *) display_help && exit 0 ;;
  esac
done
shift $((OPTIND - 1))

for v in $( #Start counting from 3 since 1 and 2 are standards (stdout/stderr).
  seq 3 $VERBOSITY
); do
  (("$v" <= "$MAXVERBOSITY")) && eval exec "$v>&2" #Don't change anything higher than the maximum verbosity allowed.
done

for v in $( #From the verbosity level one higher than requested, through the maximum;
  seq $((VERBOSITY + 1)) $MAXVERBOSITY
); do
  (("$v" > "2")) && eval exec "$v>/dev/null" #Redirect these to bitbucket, provided that they don't match stdout and stderr.
done

# Example of how to use the verbosity levels.
# printf "%s\n" "This message is seen at verbosity level 1 and above." >&3
# printf "%s\n" "This message is seen at verbosity level 2 and above." >&4
# printf "%s\n" "This message is seen at verbosity level 3 and above." >&5

# Debug variable dump at max verbosity
echo "BRANCH: $BRANCH
DIR: $DIR
GIT_REPO: $GIT_REPO
INTERACTIVE: $INTERACTIVE
PUBLIC: $PUBLIC
RUNPOD: $RUNPOD
SKIP_SPACE_CHECK: $SKIP_SPACE_CHECK
VERBOSITY: $VERBOSITY" >&5

# This must be set after the getopts loop to account for $DIR changes.
PARENT_DIR="$(dirname "${DIR}")"
VENV_DIR="$DIR/venv"

# Shared functions
# This checks for free space on the installation drive and returns that in Gb.
size_available() {
  local folder
  if [ -d "$DIR" ]; then
    folder="$DIR"
  elif [ -d "$PARENT_DIR" ]; then
    folder="$PARENT_DIR"
  elif [ -d "$(echo "$DIR" | cut -d "/" -f2)" ]; then
    folder="$(echo "$DIR" | cut -d "/" -f2)"
  else
    echo "We are assuming a root drive install for space-checking purposes."
    folder='/'
  fi

  local FREESPACEINKB="$(df -Pk "$folder" | sed 1d | grep -v used | awk '{ print $4 "\t" }')"
  echo "Detected available space in Kb: $FREESPACEINKB" >&5
  local FREESPACEINGB=$((FREESPACEINKB / 1024 / 1024))
  echo "$FREESPACEINGB"
}

# The expected usage is create_symlinks $symlink $target_file
create_symlinks() {
  echo "Checking symlinks now."
  # Next line checks for valid symlink
  if [ -L "$1" ]; then
    # Check if the linked file exists and points to the expected file
    if [ -e "$1" ] && [ "$(readlink "$1")" == "$2" ]; then
      echo "$(basename "$1") symlink looks fine. Skipping."
    else
      if [ -f "$2" ]; then
        echo "Broken symlink detected. Recreating $(basename "$1")."
        rm "$1" &&
          ln -s "$2" "$1"
      else
        echo "$2 does not exist. Nothing to link."
      fi
    fi
  else
    echo "Linking $(basename "$1")."
    ln -s "$2" "$1"
  fi
}

# Attempt to non-interactively install a default accelerate config file unless specified otherwise.
# Documentation for order of precedence locations for configuration file for automated installation:
# https://huggingface.co/docs/accelerate/basic_tutorials/launch#custom-configurations
configure_accelerate() {
  echo "Source accelerate config location: $DIR/config_files/accelerate/default_config.yaml" >&3
  if [ "$INTERACTIVE" = true ]; then
    accelerate config
  else
    if env_var_exists HF_HOME; then
      if [ ! -f "$HF_HOME/accelerate/default_config.yaml" ]; then
        mkdir -p "$HF_HOME/accelerate/" &&
          echo "Target accelerate config location: $HF_HOME/accelerate/default_config.yaml" >&3
        cp "$DIR/config_files/accelerate/default_config.yaml" "$HF_HOME/accelerate/default_config.yaml" &&
          echo "Copied accelerate config file to: $HF_HOME/accelerate/default_config.yaml"
      fi
    elif env_var_exists XDG_CACHE_HOME; then
      if [ ! -f "$XDG_CACHE_HOME/huggingface/accelerate" ]; then
        mkdir -p "$XDG_CACHE_HOME/huggingface/accelerate" &&
          echo "Target accelerate config location: $XDG_CACHE_HOME/accelerate/default_config.yaml" >&3
        cp "$DIR/config_files/accelerate/default_config.yaml" "$XDG_CACHE_HOME/huggingface/accelerate/default_config.yaml" &&
          echo "Copied accelerate config file to: $XDG_CACHE_HOME/huggingface/accelerate/default_config.yaml"
      fi
    elif env_var_exists HOME; then
      if [ ! -f "$HOME/.cache/huggingface/accelerate" ]; then
        mkdir -p "$HOME/.cache/huggingface/accelerate" &&
          echo "Target accelerate config location: $HOME/accelerate/default_config.yaml" >&3
        cp "$DIR/config_files/accelerate/default_config.yaml" "$HOME/.cache/huggingface/accelerate/default_config.yaml" &&
          echo "Copying accelerate config file to: $HOME/.cache/huggingface/accelerate/default_config.yaml"
      fi
    else
      echo "Could not place the accelerate configuration file. Please configure manually."
      sleep 2
      accelerate config
    fi
  fi
}

# Offer a warning and opportunity to cancel the installation if < 10Gb of Free Space detected
check_storage_space() {
  if [ "$SKIP_SPACE_CHECK" = false ]; then
    if [ "$(size_available)" -lt 10 ]; then
      echo "You have less than 10Gb of free space. This installation may fail."
      MSGTIMEOUT=10 # In seconds
      MESSAGE="Continuing in..."
      echo "Press control-c to cancel the installation."
      for ((i = $MSGTIMEOUT; i >= 0; i--)); do
        printf "\r${MESSAGE} %ss. " "${i}"
        sleep 1
      done
    fi
  fi
}

# Start OS-specific detection and work
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
  # Check if root or sudo
  root=false
  if [ "$EUID" = 0 ]; then
    root=true
  elif command -v id >/dev/null && [ "$(id -u)" = 0 ]; then
    root=true
  elif [ "$UID" = 0 ]; then
    root=true
  fi

  get_distro_name() {
    local line
    if [ -f /etc/os-release ]; then
      # We search for the line starting with ID=
      # Then we remove the ID= prefix to get the name itself
      line="$(grep -Ei '^ID=' /etc/os-release)"
      echo "Raw detected os-release distro line: $line" >&5
      line=${line##*=}
      echo "$line"
      return 0
    elif command -v python >/dev/null; then
      line="$(python -mplatform)"
      echo "$line"
      return 0
    elif command -v python3 >/dev/null; then
      line="$(python3 -mplatform)"
      echo "$line"
      return 0
    else
      line="None"
      echo "$line"
      return 1
    fi
  }

  get_distro_family() {
    local line
    if [ -f /etc/os-release ]; then
      # We search for the line starting with ID_LIKE=
      # Then we remove the ID_LIKE= prefix to get the name itself
      # This is the "type" of distro. For example, Ubuntu returns "debian".
      if grep -Eiq '^ID_LIKE=' /etc/os-release >/dev/null; then
        line="$(grep -Ei '^ID_LIKE=' /etc/os-release)"
        echo "Raw detected os-release distro family line: $line" >&5
        line=${line##*=}
        echo "$line"
        return 0
      else
        line="None"
        echo "$line"
        return 1
      fi
    else
      line="None"
      echo "$line"
      return 1
    fi
  }

  check_storage_space

  # This is the pre-install work for a kohya installation on a runpod
  if [ "$RUNPOD" = true ]; then
    if [ -d "$VENV_DIR" ]; then
      echo "Pre-existing installation on a runpod detected."
      export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:"$VENV_DIR"/lib/python3.10/site-packages/tensorrt/
      export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:"$VENV_DIR"/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/
      cd "$DIR" || exit 1
    else
      echo "Clean installation on a runpod detected."
      cd "$PARENT_DIR" || exit 1
      if [ ! -d "$DIR/.git" ]; then
        echo "Cloning $GIT_REPO."
        git clone "$GIT_REPO" >&3
        cd "$DIR" || exit 1
        git checkout "$BRANCH" >&3
      else
        cd "$DIR" || exit 1
        echo "git repo detected. Attempting to update repository instead."
        echo "Updating: $GIT_REPO"
        git pull "$GIT_REPO" >&3
      fi
    fi
  fi

  distro=get_distro_name
  family=get_distro_family
  echo "Raw detected distro string: $distro" >&4
  echo "Raw detected distro family string: $family" >&4

  echo "Installing Python TK if not found on the system."
  if "$distro" | grep -qi "Ubuntu" || "$family" | grep -qi "Ubuntu"; then
    echo "Ubuntu detected."
    if [ $(dpkg-query -W -f='${Status}' python3-tk 2>/dev/null | grep -c "ok installed") = 0 ]; then
      if [ "$root" = true ]; then
        apt update -y >&3 && apt install -y python3-tk >&3
      else
        echo "This script needs to be run as root or via sudo to install packages."
        exit 1
      fi
    else
      echo "Python TK found! Skipping install!"
    fi
  elif "$distro" | grep -Eqi "Fedora|CentOS|Redhat"; then
    echo "Redhat or Redhat base detected."
    if ! rpm -qa | grep -qi python3-tkinter; then
      if [ "$root" = true ]; then
        dnf install python3-tkinter -y >&3
      else
        echo "This script needs to be run as root or via sudo to install packages."
        exit 1
      fi
    fi
  elif "$distro" | grep -Eqi "arch" || "$family" | grep -qi "arch"; then
    echo "Arch Linux or Arch base detected."
    if ! pacman -Qi tk >/dev/null; then
      if [ "$root" = true ]; then
        pacman --noconfirm -S tk >&3
      else
        echo "This script needs to be run as root or via sudo to install packages."
        exit 1
      fi
    fi
  elif "$distro" | grep -Eqi "opensuse" || "$family" | grep -qi "opensuse"; then
    echo "OpenSUSE detected."
    if ! rpm -qa | grep -qi python-tk; then
      if [ "$root" = true ]; then
        zypper install -y python-tk >&3
      else
        echo "This script needs to be run as root or via sudo to install packages."
        exit 1
      fi
    fi
  elif [ "$distro" = "None" ] || [ "$family" = "None" ]; then
    if [ "$distro" = "None" ]; then
      echo "We could not detect your distribution of Linux. Please file a bug report on github with the contents of your /etc/os-release file."
    fi

    if [ "$family" = "None" ]; then
      echo "We could not detect the family of your Linux distribution. Please file a bug report on github with the contents of your /etc/os-release file."
    fi
  fi

  python3 -m venv venv
  source venv/bin/activate

  # Updating pip if there is one
  echo "Checking for pip updates before Python operations."
  python3 -m pip install --upgrade pip >&3

  echo "Installing python dependencies. This could take a few minutes as it downloads files."
  echo "If this operation ever runs too long, you can rerun this script in verbose mode to check."
  pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116 >&3
  pip install --use-pep517 --upgrade -r requirements.txt >&3
  pip install -U -I --no-deps \
    https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/download/linux/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl >&3

  # We need this extra package and setup if we are running in a runpod
  if [ "$RUNPOD" = true ]; then
    pip install tensorrt
    # Symlink paths
    libnvinfer_plugin_symlink="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer_plugin.so.7"
    libnvinfer_symlink="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer.so.7"
    libcudart_symlink="$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/libcudart.so.11.0"

    #Target file paths
    libnvinfer_plugin_target="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer_plugin.so.8"
    libnvinfer_target="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer.so.8"
    libcudart_target="$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/libcudart.so.12"

    echo "Checking symlinks now."
    create_symlinks "$libnvinfer_plugin_symlink" "$libnvinfer_plugin_target"
    create_symlinks "$libnvinfer_symlink" "$libnvinfer_target"
    create_symlinks "$libcudart_symlink" "$libcudart_target"

    export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$VENV_DIR/lib/python3.10/site-packages/tensorrt/"
    export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/"

    configure_accelerate

    # This is a non-interactive environment, so just directly call gui.sh after all setup steps are complete.
    if command -v bash >/dev/null; then
      if [ "$PUBLIC" = false ]; then
        bash "$DIR"/gui.sh
      else
        bash "$DIR"/gui.sh --share
      fi
    else
      # This shouldn't happen, but we're going to try to help.
      if [ "$PUBLIC" = false ]; then
        sh "$DIR"/gui.sh
      else
        sh "$DIR"/gui.sh --share
      fi
    fi
  fi

  echo -e "Setup finished! Run \e[0;92m./gui.sh\e[0m to start."
  echo "Please note if you'd like to expose your public server you need to run ./gui.sh --share"
elif [[ "$OSTYPE" == "darwin"* ]]; then
  # The initial setup script to prep the environment on macOS
  # xformers has been omitted as that is for Nvidia GPUs only

  if ! command -v brew >/dev/null; then
    echo "Please install homebrew first. This is a requirement for the remaining setup."
    echo "You can find that here: https://brew.sh"
    #shellcheck disable=SC2016
    echo 'The "brew" command should be in $PATH to be detected.'
    exit 1
  fi

  check_storage_space

  # Install base python packages
  echo "Installing Python 3.10 if not found."
  if ! brew ls --versions python@3.10 >/dev/null; then
    echo "Installing Python 3.10."
    brew install python@3.10 >&3
  else
    echo "Python 3.10 found!"
  fi
  echo "Installing Python-TK 3.10 if not found."
  if ! brew ls --versions python-tk@3.10 >/dev/null; then
    echo "Installing Python TK 3.10."
    brew install python-tk@3.10 >&3
  else
    echo "Python Tkinter 3.10 found!"
  fi

  if command -v python3.10 >/dev/null; then
    python3.10 -m venv venv
    source venv/bin/activate

    # DEBUG ONLY
    #pip install pydevd-pycharm~=223.8836.43

    # Updating pip if there is one
    echo "Checking for pip updates before Python operations."
    python3 -m pip install --upgrade pip >&3

    # Tensorflow installation
    echo "Downloading and installing macOS Tensorflow."
    if wget https://github.com/apple/tensorflow_macos/releases/download/v0.1alpha3/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl /tmp &>3; then
      python -m pip install tensorflow==0.1a3 \
        -f https://github.com/apple/tensorflow_macos/releases/download/v0.1alpha3/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl >&3
      rm -f /tmp/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl
    fi

    echo "Installing python dependencies. This could take a few minutes as it downloads files."
    echo "If this operation ever runs too long, you can rerun this script in verbose mode to check."
    pip install torch==2.0.0 torchvision==0.15.1 \
      -f https://download.pytorch.org/whl/cpu/torch_stable.html >&3
    python -m pip install --use-pep517 --upgrade -r requirements.txt >&3
    configure_accelerate
    echo -e "Setup finished! Run ./gui.sh to start."
  else
    echo "Python not found. Please ensure you install Python."
    echo "The brew command for Python 3.10 is: brew install python@3.10"
    exit 1
  fi
elif [[ "$OSTYPE" == "cygwin" ]]; then
  # Cygwin is a standalone suite of Linux utilies on Windows
  echo "This hasn't been validated on cygwin yet."
elif [[ "$OSTYPE" == "msys" ]]; then
  # MinGW has the msys environment which is a standalone suite of Linux utilies on Windows
  # "git bash" on Windows may also be detected as msys.
  echo "This hasn't been validated in msys (mingw) on Windows yet."
fi