Upload comfyui_kontext.sh

comfyui_kontext.sh

@@ -0,0 +1,222 @@
+#!/bin/bash
+
+source /venv/main/bin/activate
+COMFYUI_DIR=${WORKSPACE}/ComfyUI
+COMFYUI_VERSION="v0.3.56"
+# Packages are installed after nodes so we can fix them...
+
+APT_PACKAGES=(
+    #"package-1"
+    #"package-2"
+)
+
+PIP_PACKAGES=(
+    "onnxruntime-gpu"
+    "sageattention"
+    #"package-1"
+    #"package-2"
+)
+
+NODES=(
+    "https://github.com/cubiq/ComfyUI_essentials"
+    "https://github.com/kijai/ComfyUI-KJNodes"
+    "https://github.com/chflame163/ComfyUI_LayerStyle"
+    "https://github.com/yarik1988/comfyui_controlnet_aux"
+    "https://github.com/rgthree/rgthree-comfy"
+    "https://github.com/ltdrdata/ComfyUI-Impact-Pack"
+    "https://github.com/crystian/ComfyUI-Crystools"
+    #"https://github.com/ltdrdata/ComfyUI-Manager"
+    #"https://github.com/cubiq/ComfyUI_essentials"
+)
+
+WORKFLOWS=(
+
+)
+
+CHECKPOINT_MODELS=(
+    "https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-dev-kontext_fp8_scaled.safetensors"
+)
+
+UNET_MODELS=(
+)
+
+LORA_MODELS=(
+    "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-FLUX.1-dev-8steps-lora.safetensors"
+    "https://civitai.com/api/download/models/1053505?type=Model&format=SafeTensor"
+    "https://civitai.com/api/download/models/1963302?type=Model&format=SafeTensor"
+    "https://civitai.com/api/download/models/1671848?type=Model&format=SafeTensor"
+    "https://civitai.com/api/download/models/1566229?type=Model&format=SafeTensor"
+    "https://civitai.com/api/download/models/305200?type=Model&format=SafeTensor"
+    "https://civitai.com/api/download/models/789742?type=Model&format=SafeTensor"
+)
+
+VAE_MODELS=(
+    "https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors"
+)
+
+TEXT_ENCODERS=(
+    "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/clip_l.safetensors"
+    "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors"
+)
+
+ESRGAN_MODELS=(
+)
+
+CONTROLNET_MODELS=(
+)
+
+### DO NOT EDIT BELOW HERE UNLESS YOU KNOW WHAT YOU ARE DOING ###
+
+function provisioning_start() {
+    provisioning_print_header
+    provisioning_get_apt_packages
+    provisioning_update_comfyui
+    provisioning_get_nodes
+    provisioning_get_pip_packages
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/diffusion_models" \
+        "${CHECKPOINT_MODELS[@]}"
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/unet" \
+        "${UNET_MODELS[@]}"
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/loras" \
+        "${LORA_MODELS[@]}"
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/controlnet" \
+        "${CONTROLNET_MODELS[@]}"
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/vae" \
+        "${VAE_MODELS[@]}"
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/text_encoders" \
+        "${TEXT_ENCODERS[@]}"    
+    provisioning_get_files \
+        "${COMFYUI_DIR}/models/esrgan" \
+        "${ESRGAN_MODELS[@]}"
+    provisioning_print_end
+}
+
+function provisioning_update_comfyui() {
+  # Update (or clone) the ComfyUI repo and pin to $COMFYUI_VERSION
+  cd "$COMFYUI_DIR" \
+  && git fetch --all --tags --prune \
+  && git checkout -f "$COMFYUI_VERSION"
+
+  # Re-install requirements every time in case the tag changed deps
+  if [[ -f "$COMFYUI_DIR/requirements.txt" ]]; then
+    printf "Installing ComfyUI requirements…\n"
+    pip install --no-cache-dir -r "$COMFYUI_DIR/requirements.txt"
+  fi
+}
+
+
+function provisioning_get_apt_packages() {
+    if [[ -n $APT_PACKAGES ]]; then
+            sudo $APT_INSTALL ${APT_PACKAGES[@]}
+    fi
+}
+
+function provisioning_get_pip_packages() {
+    if [[ -n $PIP_PACKAGES ]]; then
+            pip install --no-cache-dir ${PIP_PACKAGES[@]}
+    fi
+}
+
+function provisioning_get_nodes() {
+    for repo in "${NODES[@]}"; do
+        dir="${repo##*/}"
+        path="${COMFYUI_DIR}/custom_nodes/${dir}"
+        requirements="${path}/requirements.txt"
+        if [[ -d $path ]]; then
+            if [[ ${AUTO_UPDATE,,} != "false" ]]; then
+                printf "Updating node: %s...\n" "${repo}"
+                ( cd "$path" && git pull )
+                if [[ -e $requirements ]]; then
+                   pip install --no-cache-dir -r "$requirements"
+                fi
+            fi
+        else
+            printf "Downloading node: %s...\n" "${repo}"
+            git clone "${repo}" "${path}" --recursive
+            if [[ -e $requirements ]]; then
+                pip install --no-cache-dir -r "${requirements}"
+            fi
+        fi
+    done
+}
+
+function provisioning_get_files() {
+    if [[ -z $2 ]]; then return 1; fi
+    
+    dir="$1"
+    mkdir -p "$dir"
+    shift
+    arr=("$@")
+    printf "Downloading %s model(s) to %s...\n" "${#arr[@]}" "$dir"
+    for url in "${arr[@]}"; do
+        printf "Downloading: %s\n" "${url}"
+        provisioning_download "${url}" "${dir}"
+        printf "\n"
+    done
+}
+
+function provisioning_print_header() {
+    printf "\n##############################################\n#                                            #\n#          Provisioning container            #\n#                                            #\n#         This will take some time           #\n#                                            #\n# Your container will be ready on completion #\n#                                            #\n##############################################\n\n"
+}
+
+function provisioning_print_end() {
+    printf "\nProvisioning complete:  Application will start now\n\n"
+}
+
+function provisioning_has_valid_hf_token() {
+    [[ -n "$HF_TOKEN" ]] || return 1
+    url="https://huggingface.co/api/whoami-v2"
+
+    response=$(curl -o /dev/null -s -w "%{http_code}" -X GET "$url" \
+        -H "Authorization: Bearer $HF_TOKEN" \
+        -H "Content-Type: application/json")
+
+    # Check if the token is valid
+    if [ "$response" -eq 200 ]; then
+        return 0
+    else
+        return 1
+    fi
+}
+
+function provisioning_has_valid_civitai_token() {
+    [[ -n "$CIVITAI_TOKEN" ]] || return 1
+    url="https://civitai.com/api/v1/models?hidden=1&limit=1"
+
+    response=$(curl -o /dev/null -s -w "%{http_code}" -X GET "$url" \
+        -H "Authorization: Bearer $CIVITAI_TOKEN" \
+        -H "Content-Type: application/json")
+
+    # Check if the token is valid
+    if [ "$response" -eq 200 ]; then
+        return 0
+    else
+        return 1
+    fi
+}
+
+# Download from $1 URL to $2 file path
+function provisioning_download() {
+    if [[ -n $HF_TOKEN && $1 =~ ^https://([a-zA-Z0-9_-]+\.)?huggingface\.co(/|$|\?) ]]; then
+        auth_token="$HF_TOKEN"
+    elif 
+        [[ -n $CIVITAI_TOKEN && $1 =~ ^https://([a-zA-Z0-9_-]+\.)?civitai\.com(/|$|\?) ]]; then
+        auth_token="$CIVITAI_TOKEN"
+    fi
+    if [[ -n $auth_token ]];then
+        wget --header="Authorization: Bearer $auth_token" -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
+    else
+        wget -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
+    fi
+}
+
+# Allow user to disable provisioning if they started with a script they didn't want
+if [[ ! -f /.noprovisioning ]]; then
+    provisioning_start
+fi