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#!/usr/bin/env bash |
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# Color definitions |
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RED='\033[0;31m'; GREEN='\033[0;32m'; YELLOW='\033[1;33m'; NC='\033[0m' # No Color |
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trap 'printf "${YELLOW}\nDownload interrupted. You can resume by re-running the command.\n${NC}"; exit 1' INT |
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display_help() { |
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cat << EOF |
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Usage: |
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hfd <REPO_ID> [--include include_pattern1 include_pattern2 ...] [--exclude exclude_pattern1 exclude_pattern2 ...] [--hf_username username] [--hf_token token] [--tool aria2c|wget] [-x threads] [-j jobs] [--dataset] [--local-dir path] [--revision rev] |
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Description: |
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Downloads a model or dataset from Hugging Face using the provided repo ID. |
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Arguments: |
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REPO_ID The Hugging Face repo ID (Required) |
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Format: 'org_name/repo_name' or legacy format (e.g., gpt2) |
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Options: |
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include/exclude_pattern The patterns to match against file path, supports wildcard characters. |
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e.g., '--exclude *.safetensor *.md', '--include vae/*'. |
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--include (Optional) Patterns to include files for downloading (supports multiple patterns). |
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--exclude (Optional) Patterns to exclude files from downloading (supports multiple patterns). |
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--hf_username (Optional) Hugging Face username for authentication (not email). |
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--hf_token (Optional) Hugging Face token for authentication. |
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--tool (Optional) Download tool to use: aria2c (default) or wget. |
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-x (Optional) Number of download threads for aria2c (default: 4). |
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-j (Optional) Number of concurrent downloads for aria2c (default: 5). |
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--dataset (Optional) Flag to indicate downloading a dataset. |
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--local-dir (Optional) Directory path to store the downloaded data. |
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Defaults to the current directory with a subdirectory named 'repo_name' |
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if REPO_ID is is composed of 'org_name/repo_name'. |
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--revision (Optional) Model/Dataset revision to download (default: main). |
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Example: |
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hfd gpt2 |
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hfd bigscience/bloom-560m --exclude *.safetensors |
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hfd meta-llama/Llama-2-7b --hf_username myuser --hf_token mytoken -x 4 |
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hfd lavita/medical-qa-shared-task-v1-toy --dataset |
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hfd bartowski/Phi-3.5-mini-instruct-exl2 --revision 5_0 |
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EOF |
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exit 1 |
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} |
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[[ -z "$1" || "$1" =~ ^-h || "$1" =~ ^--help ]] && display_help |
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REPO_ID=$1 |
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shift |
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# Default values |
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TOOL="aria2c" |
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THREADS=4 |
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CONCURRENT=5 |
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HF_ENDPOINT=${HF_ENDPOINT:-"https://huggingface.co"} |
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INCLUDE_PATTERNS=() |
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EXCLUDE_PATTERNS=() |
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REVISION="main" |
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validate_number() { |
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[[ "$2" =~ ^[1-9][0-9]*$ && "$2" -le "$3" ]] || { printf "${RED}[Error] $1 must be 1-$3${NC}\n"; exit 1; } |
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} |
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# Argument parsing |
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while [[ $# -gt 0 ]]; do |
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case $1 in |
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--include) shift; while [[ $# -gt 0 && ! ($1 =~ ^--) && ! ($1 =~ ^-[^-]) ]]; do INCLUDE_PATTERNS+=("$1"); shift; done ;; |
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--exclude) shift; while [[ $# -gt 0 && ! ($1 =~ ^--) && ! ($1 =~ ^-[^-]) ]]; do EXCLUDE_PATTERNS+=("$1"); shift; done ;; |
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--hf_username) HF_USERNAME="$2"; shift 2 ;; |
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--hf_token) HF_TOKEN="$2"; shift 2 ;; |
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--tool) |
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case $2 in |
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aria2c|wget) |
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TOOL="$2" |
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;; |
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*) |
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printf "%b[Error] Invalid tool. Use 'aria2c' or 'wget'.%b\n" "$RED" "$NC" |
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exit 1 |
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;; |
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esac |
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shift 2 |
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;; |
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-x) validate_number "threads (-x)" "$2" 10; THREADS="$2"; shift 2 ;; |
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-j) validate_number "concurrent downloads (-j)" "$2" 10; CONCURRENT="$2"; shift 2 ;; |
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--dataset) DATASET=1; shift ;; |
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--local-dir) LOCAL_DIR="$2"; shift 2 ;; |
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--revision) REVISION="$2"; shift 2 ;; |
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*) display_help ;; |
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esac |
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done |
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# Generate current command string |
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generate_command_string() { |
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local cmd_string="REPO_ID=$REPO_ID" |
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cmd_string+=" TOOL=$TOOL" |
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cmd_string+=" INCLUDE_PATTERNS=${INCLUDE_PATTERNS[*]}" |
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cmd_string+=" EXCLUDE_PATTERNS=${EXCLUDE_PATTERNS[*]}" |
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cmd_string+=" DATASET=${DATASET:-0}" |
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cmd_string+=" HF_USERNAME=${HF_USERNAME:-}" |
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cmd_string+=" HF_TOKEN=${HF_TOKEN:-}" |
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cmd_string+=" HF_ENDPOINT=${HF_ENDPOINT:-}" |
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cmd_string+=" REVISION=$REVISION" |
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echo "$cmd_string" |
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} |
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# Check if aria2, wget, curl are installed |
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check_command() { |
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if ! command -v $1 &>/dev/null; then |
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printf "%b%s is not installed. Please install it first.%b\n" "$RED" "$1" "$NC" |
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exit 1 |
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fi |
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} |
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check_command curl; check_command "$TOOL" |
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LOCAL_DIR="${LOCAL_DIR:-${REPO_ID#*/}}" |
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mkdir -p "$LOCAL_DIR/.hfd" |
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if [[ "$DATASET" == 1 ]]; then |
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METADATA_API_PATH="datasets/$REPO_ID" |
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DOWNLOAD_API_PATH="datasets/$REPO_ID" |
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CUT_DIRS=5 |
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else |
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METADATA_API_PATH="models/$REPO_ID" |
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DOWNLOAD_API_PATH="$REPO_ID" |
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CUT_DIRS=4 |
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fi |
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# Modify API URL, construct based on revision |
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if [[ "$REVISION" != "main" ]]; then |
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METADATA_API_PATH="$METADATA_API_PATH/revision/$REVISION" |
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fi |
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API_URL="$HF_ENDPOINT/api/$METADATA_API_PATH" |
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METADATA_FILE="$LOCAL_DIR/.hfd/repo_metadata.json" |
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# Fetch and save metadata |
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fetch_and_save_metadata() { |
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status_code=$(curl -L -s -w "%{http_code}" -o "$METADATA_FILE" ${HF_TOKEN:+-H "Authorization: Bearer $HF_TOKEN"} "$API_URL") |
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RESPONSE=$(cat "$METADATA_FILE") |
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if [ "$status_code" -eq 200 ]; then |
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printf "%s\n" "$RESPONSE" |
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else |
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printf "%b[Error] Failed to fetch metadata from $API_URL. HTTP status code: $status_code.%b\n$RESPONSE\n" "${RED}" "${NC}" >&2 |
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rm $METADATA_FILE |
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exit 1 |
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fi |
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} |
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check_authentication() { |
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local response="$1" |
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if command -v jq &>/dev/null; then |
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local gated |
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gated=$(echo "$response" | jq -r '.gated // false') |
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if [[ "$gated" != "false" && ( -z "$HF_TOKEN" || -z "$HF_USERNAME" ) ]]; then |
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printf "${RED}The repository requires authentication, but --hf_username and --hf_token is not passed. Please get token from https://huggingface.co/settings/tokens.\nExiting.\n${NC}" |
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exit 1 |
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fi |
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else |
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if echo "$response" | grep -q '"gated":[^f]' && [[ -z "$HF_TOKEN" || -z "$HF_USERNAME" ]]; then |
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printf "${RED}The repository requires authentication, but --hf_username and --hf_token is not passed. Please get token from https://huggingface.co/settings/tokens.\nExiting.\n${NC}" |
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exit 1 |
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fi |
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fi |
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} |
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if [[ ! -f "$METADATA_FILE" ]]; then |
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printf "%bFetching repo metadata...%b\n" "$YELLOW" "$NC" |
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RESPONSE=$(fetch_and_save_metadata) || exit 1 |
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check_authentication "$RESPONSE" |
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else |
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printf "%bUsing cached metadata: $METADATA_FILE%b\n" "$GREEN" "$NC" |
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RESPONSE=$(cat "$METADATA_FILE") |
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check_authentication "$RESPONSE" |
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fi |
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should_regenerate_filelist() { |
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local command_file="$LOCAL_DIR/.hfd/last_download_command" |
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local current_command=$(generate_command_string) |
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# If file list doesn't exist, regenerate |
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if [[ ! -f "$LOCAL_DIR/$fileslist_file" ]]; then |
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echo "$current_command" > "$command_file" |
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return 0 |
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fi |
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# If command file doesn't exist, regenerate |
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if [[ ! -f "$command_file" ]]; then |
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echo "$current_command" > "$command_file" |
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return 0 |
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fi |
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# Compare current command with saved command |
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local saved_command=$(cat "$command_file") |
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if [[ "$current_command" != "$saved_command" ]]; then |
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echo "$current_command" > "$command_file" |
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return 0 |
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fi |
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return 1 |
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} |
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fileslist_file=".hfd/${TOOL}_urls.txt" |
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if should_regenerate_filelist; then |
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# Remove existing file list if it exists |
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[[ -f "$LOCAL_DIR/$fileslist_file" ]] && rm "$LOCAL_DIR/$fileslist_file" |
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printf "%bGenerating file list...%b\n" "$YELLOW" "$NC" |
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# Convert include and exclude patterns to regex |
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INCLUDE_REGEX="" |
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EXCLUDE_REGEX="" |
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if ((${#INCLUDE_PATTERNS[@]})); then |
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INCLUDE_REGEX=$(printf '%s\n' "${INCLUDE_PATTERNS[@]}" | sed 's/\./\\./g; s/\*/.*/g' | paste -sd '|' -) |
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fi |
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if ((${#EXCLUDE_PATTERNS[@]})); then |
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EXCLUDE_REGEX=$(printf '%s\n' "${EXCLUDE_PATTERNS[@]}" | sed 's/\./\\./g; s/\*/.*/g' | paste -sd '|' -) |
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fi |
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# Check if jq is available |
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if command -v jq &>/dev/null; then |
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process_with_jq() { |
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if [[ "$TOOL" == "aria2c" ]]; then |
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printf "%s" "$RESPONSE" | jq -r \ |
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--arg endpoint "$HF_ENDPOINT" \ |
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--arg repo_id "$DOWNLOAD_API_PATH" \ |
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--arg token "$HF_TOKEN" \ |
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--arg include_regex "$INCLUDE_REGEX" \ |
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--arg exclude_regex "$EXCLUDE_REGEX" \ |
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--arg revision "$REVISION" \ |
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' |
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.siblings[] |
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| select( |
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.rfilename != null |
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and ($include_regex == "" or (.rfilename | test($include_regex))) |
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and ($exclude_regex == "" or (.rfilename | test($exclude_regex) | not)) |
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) |
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| [ |
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($endpoint + "/" + $repo_id + "/resolve/" + $revision + "/" + .rfilename), |
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" dir=" + (.rfilename | split("/")[:-1] | join("/")), |
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" out=" + (.rfilename | split("/")[-1]), |
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if $token != "" then " header=Authorization: Bearer " + $token else empty end, |
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"" |
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] |
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| join("\n") |
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' |
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else |
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printf "%s" "$RESPONSE" | jq -r \ |
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--arg endpoint "$HF_ENDPOINT" \ |
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--arg repo_id "$DOWNLOAD_API_PATH" \ |
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--arg include_regex "$INCLUDE_REGEX" \ |
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--arg exclude_regex "$EXCLUDE_REGEX" \ |
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--arg revision "$REVISION" \ |
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' |
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.siblings[] |
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| select( |
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.rfilename != null |
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and ($include_regex == "" or (.rfilename | test($include_regex))) |
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and ($exclude_regex == "" or (.rfilename | test($exclude_regex) | not)) |
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) |
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| ($endpoint + "/" + $repo_id + "/resolve/" + $revision + "/" + .rfilename) |
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' |
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fi |
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} |
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result=$(process_with_jq) |
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printf "%s\n" "$result" > "$LOCAL_DIR/$fileslist_file" |
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else |
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printf "%b[Warning] jq not installed, using grep/awk for metadata json parsing (slower). Consider installing jq for better parsing performance.%b\n" "$YELLOW" "$NC" |
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process_with_grep_awk() { |
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local include_pattern="" |
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local exclude_pattern="" |
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local output="" |
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if ((${#INCLUDE_PATTERNS[@]})); then |
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include_pattern=$(printf '%s\n' "${INCLUDE_PATTERNS[@]}" | sed 's/\./\\./g; s/\*/.*/g' | paste -sd '|' -) |
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fi |
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if ((${#EXCLUDE_PATTERNS[@]})); then |
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exclude_pattern=$(printf '%s\n' "${EXCLUDE_PATTERNS[@]}" | sed 's/\./\\./g; s/\*/.*/g' | paste -sd '|' -) |
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fi |
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local files=$(printf '%s' "$RESPONSE" | grep -o '"rfilename":"[^"]*"' | awk -F'"' '{print $4}') |
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if [[ -n "$include_pattern" ]]; then |
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files=$(printf '%s\n' "$files" | grep -E "$include_pattern") |
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fi |
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if [[ -n "$exclude_pattern" ]]; then |
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files=$(printf '%s\n' "$files" | grep -vE "$exclude_pattern") |
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fi |
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while IFS= read -r file; do |
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if [[ -n "$file" ]]; then |
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if [[ "$TOOL" == "aria2c" ]]; then |
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output+="$HF_ENDPOINT/$DOWNLOAD_API_PATH/resolve/$REVISION/$file"$'\n' |
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output+=" dir=$(dirname "$file")"$'\n' |
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output+=" out=$(basename "$file")"$'\n' |
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[[ -n "$HF_TOKEN" ]] && output+=" header=Authorization: Bearer $HF_TOKEN"$'\n' |
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output+=$'\n' |
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else |
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output+="$HF_ENDPOINT/$DOWNLOAD_API_PATH/resolve/$REVISION/$file"$'\n' |
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fi |
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fi |
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done <<< "$files" |
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printf '%s' "$output" |
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} |
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result=$(process_with_grep_awk) |
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printf "%s\n" "$result" > "$LOCAL_DIR/$fileslist_file" |
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fi |
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else |
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printf "%bResume from file list: $LOCAL_DIR/$fileslist_file%b\n" "$GREEN" "$NC" |
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fi |
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# Perform download |
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printf "${YELLOW}Starting download with $TOOL to $LOCAL_DIR...\n${NC}" |
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cd "$LOCAL_DIR" |
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if [[ "$TOOL" == "aria2c" ]]; then |
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aria2c --console-log-level=error --file-allocation=none -x "$THREADS" -j "$CONCURRENT" -s "$THREADS" -k 1M -c -i "$fileslist_file" --save-session="$fileslist_file" |
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elif [[ "$TOOL" == "wget" ]]; then |
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wget -x -nH --cut-dirs="$CUT_DIRS" ${HF_TOKEN:+--header="Authorization: Bearer $HF_TOKEN"} --input-file="$fileslist_file" --continue |
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fi |
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if [[ $? -eq 0 ]]; then |
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printf "${GREEN}Download completed successfully. Repo directory: $PWD\n${NC}" |
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else |
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printf "${RED}Download encountered errors.\n${NC}" |
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exit 1 |
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fi |
请问这个能通过调什么命令参数来缓解吗？需要下载的文件比较多，现在用的都是默认参数