#!/bin/bash

# This file will be sourced in init.sh

# https://raw.githubusercontent.com/ai-dock/comfyui/main/config/provisioning/default.sh

# Packages are installed after nodes so we can fix them...

PYTHON_PACKAGES=(
    #"opencv-python==4.7.0.72"
)

NODES=(
    "https://github.com/ltdrdata/ComfyUI-Manager"
    "https://github.com/WASasquatch/was-node-suite-comfyui"
    "https://github.com/cubiq/ComfyUI_essentials"
    "https://github.com/ltdrdata/ComfyUI-Impact-Pack"
    "https://github.com/Fannovel16/comfyui_controlnet_aux"
    "https://github.com/Gourieff/comfyui-reactor-node"
    "https://github.com/cubiq/ComfyUI_InstantID"
    "https://github.com/cubiq/ComfyUI_IPAdapter_plus"
)

CHECKPOINT_MODELS=(
    "https://huggingface.co/Lykon/dreamshaper-xl-lightning/resolve/main/DreamShaperXL_Lightning.safetensors"
)

LORA_MODELS=(
)

VAE_MODELS=(
)

ESRGAN_MODELS=(
)

CONTROLNET_MODELS=(
    "https://huggingface.co/InstantX/InstantID/resolve/main/ControlNetModel/diffusion_pytorch_model.safetensors"
    "https://huggingface.co/Kuvshin/models/resolve/main/pose_sdxl.safetensors"
)

INSIGHTFACE=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/inswapper_128.onnx"
)

BUFALO=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/buffalo_l/1k3d68.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/buffalo_l/2d106det.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/buffalo_l/det_10g.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/buffalo_l/genderage.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/buffalo_l/w600k_r50.onnx"
)

ANTELOPEV=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/antelopev2/1k3d68.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/antelopev2/2d106det.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/antelopev2/genderage.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/antelopev2/glintr100.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/insightface/models/antelopev2/scrfd_10g_bnkps.onnx"
)

BBOX=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/ultralytics/bbox/face_yolov8m.pt"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/ultralytics/bbox/hand_yolov8s.pt"
)

SEGM=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/ultralytics/segm/person_yolov8m-seg.pt"
)

SAMS=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/sam_vit_b_01ec64.pth"
)

CLIP=(
    "https://huggingface.co/Kuvshin/models/resolve/main/CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors"
)

FACEDETECTION=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/detection_Resnet50_Final.pth"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/parsing_parsenet.pth"
)

FACERESTORE=(
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/GFPGANv1.3.pth"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/GFPGANv1.4.pth"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/GPEN-BFR-512.onnx"
    "https://huggingface.co/Kuvshin/kuvshin8/resolve/main/codeformer-v0.1.0.pth"
)

INSTANTID=(
    "https://huggingface.co/InstantX/InstantID/resolve/main/ip-adapter.bin"
)
### DO NOT EDIT BELOW HERE UNLESS YOU KNOW WHAT YOU ARE DOING ###

function provisioning_start() {
    DISK_GB_AVAILABLE=$(($(df --output=avail -m "${WORKSPACE}" | tail -n1) / 1000))
    DISK_GB_USED=$(($(df --output=used -m "${WORKSPACE}" | tail -n1) / 1000))
    DISK_GB_ALLOCATED=$(($DISK_GB_AVAILABLE + $DISK_GB_USED))
    provisioning_print_header
    provisioning_get_nodes
    provisioning_install_python_packages
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/ckpt" \
        "${CHECKPOINT_MODELS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/lora" \
        "${LORA_MODELS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/controlnet" \
        "${CONTROLNET_MODELS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/vae" \
        "${VAE_MODELS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/esrgan" \
        "${ESRGAN_MODELS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/insightface" \
        "${INSIGHTFACE[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/insightface/models/buffalo_l" \
        "${BUFALO[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/insightface/models/antelopev2" \
        "${ANTELOPEV[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/ultralytics/bbox" \
        "${BBOX[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/ultralytics/segm" \
        "${SEGM[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/sams" \
        "${SAMS[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/clip_vision" \
        "${CLIP[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/facedetection" \
        "${FACEDETECTION[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/facerestore_models" \
        "${FACERESTORE[@]}"
    provisioning_get_models \
        "${WORKSPACE}/storage/stable_diffusion/models/instantid" \
        "${INSTANTID[@]}"
    provisioning_print_end
}

function provisioning_get_nodes() {
    for repo in "${NODES[@]}"; do
        dir="${repo##*/}"
        path="/opt/ComfyUI/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
                    micromamba -n comfyui run ${PIP_INSTALL} -r "$requirements"
                fi
            fi
        else
            printf "Downloading node: %s...\n" "${repo}"
            git clone "${repo}" "${path}" --recursive
            if [[ -e $requirements ]]; then
                micromamba -n comfyui run ${PIP_INSTALL} -r "${requirements}"
            fi
        fi
    done
}

function provisioning_install_python_packages() {
    if [ ${#PYTHON_PACKAGES[@]} -gt 0 ]; then
        micromamba -n comfyui run ${PIP_INSTALL} ${PYTHON_PACKAGES[*]}
    fi
}

function provisioning_get_models() {
    if [[ -z $2 ]]; then return 1; fi
    dir="$1"
    mkdir -p "$dir"
    shift
    if [[ $DISK_GB_ALLOCATED -ge $DISK_GB_REQUIRED ]]; then
        arr=("$@")
    else
        printf "WARNING: Low disk space allocation - Only the first model will be downloaded!\n"
        arr=("$1")
    fi
    
    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"
    if [[ $DISK_GB_ALLOCATED -lt $DISK_GB_REQUIRED ]]; then
        printf "WARNING: Your allocated disk size (%sGB) is below the recommended %sGB - Some models will not be downloaded\n" "$DISK_GB_ALLOCATED" "$DISK_GB_REQUIRED"
    fi
}

function provisioning_print_end() {
    printf "\nProvisioning complete:  Web UI will start now\n\n"
}

# Download from $1 URL to $2 file path
function provisioning_download() {
    wget -qnc --content-disposition --show-progress -e dotbytes="${3:-4M}" -P "$2" "$1"
}

provisioning_start