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# 检查环境变量 | |
if [ -z "$HF_TOKEN" ] || [ -z "$DATASET_ID" ]; then | |
echo "未检测到 HF_TOKEN 或 DATASET_ID,备份功能不可用" | |
exit 1 | |
fi | |
# 激活虚拟环境 | |
. $HOME/venv/bin/activate | |
# 生成同步脚本 | |
cat > hf_sync.py << 'EOL' | |
# HuggingFace 同步脚本 | |
from huggingface_hub import HfApi | |
import sys | |
import os | |
import tarfile | |
import tempfile | |
# 管理备份文件数量,超出最大数量则自动删除最旧的备份 | |
def manage_backups(api, repo_id, max_files=50): | |
files = api.list_repo_files(repo_id=repo_id, repo_type="dataset") | |
backup_files = [f for f in files if f.startswith('backup_') and f.endswith('.tar.gz')] | |
backup_files.sort() | |
if len(backup_files) >= max_files: | |
files_to_delete = backup_files[:(len(backup_files) - max_files + 1)] | |
for file_to_delete in files_to_delete: | |
try: | |
api.delete_file(path_in_repo=file_to_delete, repo_id=repo_id, repo_type="dataset") | |
print(f'已删除旧备份: {file_to_delete}') | |
except Exception as e: | |
print(f'删除 {file_to_delete} 时出错: {str(e)}') | |
# 上传备份文件到 HuggingFace | |
def upload_backup(file_path, file_name, token, repo_id): | |
api = HfApi(token=token) | |
try: | |
api.upload_file( | |
path_or_fileobj=file_path, | |
path_in_repo=file_name, | |
repo_id=repo_id, | |
repo_type="dataset" | |
) | |
print(f"成功上传 {file_name}") | |
manage_backups(api, repo_id) | |
except Exception as e: | |
print(f"上传文件出错: {str(e)}") | |
# 下载最新备份 | |
def download_latest_backup(token, repo_id, extract_path): | |
try: | |
api = HfApi(token=token) | |
files = api.list_repo_files(repo_id=repo_id, repo_type="dataset") | |
backup_files = [f for f in files if f.startswith('backup_') and f.endswith('.tar.gz')] | |
if not backup_files: | |
print("未找到任何备份文件") | |
return | |
latest_backup = sorted(backup_files)[-1] | |
with tempfile.TemporaryDirectory() as temp_dir: | |
filepath = api.hf_hub_download( | |
repo_id=repo_id, | |
filename=latest_backup, | |
repo_type="dataset", | |
local_dir=temp_dir | |
) | |
if filepath and os.path.exists(filepath): | |
with tarfile.open(filepath, 'r:gz') as tar: | |
tar.extractall(extract_path) | |
print(f"已成功恢复备份: {latest_backup}") | |
except Exception as e: | |
print(f"下载备份出错: {str(e)}") | |
# 合并历史提交 | |
def super_squash_history(token, repo_id): | |
try: | |
api = HfApi(token=token) | |
api.super_squash_history(repo_id=repo_id, repo_type="dataset") | |
print("历史合并完成。") | |
except Exception as e: | |
print(f"合并历史出错: {str(e)}") | |
# 主函数 | |
if __name__ == "__main__": | |
action = sys.argv[1] | |
token = sys.argv[2] | |
repo_id = sys.argv[3] | |
if action == "upload": | |
file_path = sys.argv[4] | |
file_name = sys.argv[5] | |
upload_backup(file_path, file_name, token, repo_id) | |
elif action == "download": | |
extract_path = sys.argv[4] if len(sys.argv) > 4 else '.' | |
download_latest_backup(token, repo_id, extract_path) | |
elif action == "super_squash": | |
super_squash_history(token, repo_id) | |
EOL | |
# 首次启动时从 HuggingFace 下载最新备份(解压到应用目录) | |
echo "正在从 HuggingFace 下载最新备份..." | |
python hf_sync.py download "${HF_TOKEN}" "${DATASET_ID}" "$HOME/app" | |
# 同步函数 | |
sync_data() { | |
while true; do | |
echo "同步进程启动于 $(date)" | |
# 确保数据目录存在(请根据实际路径修改) | |
STORAGE_PATH="$HOME/app/data" | |
if [ -d "${STORAGE_PATH}" ]; then | |
# 创建备份 | |
timestamp=$(date +%Y%m%d_%H%M%S) | |
backup_file="backup_${timestamp}.tar.gz" | |
# 压缩目录(使用-C避免包含父路径) | |
tar -czf "/tmp/${backup_file}" -C "$(dirname "${STORAGE_PATH}")" "$(basename "${STORAGE_PATH}")" | |
# 上传到 HuggingFace | |
echo "正在上传备份到 HuggingFace..." | |
python hf_sync.py upload "${HF_TOKEN}" "${DATASET_ID}" "/tmp/${backup_file}" "${backup_file}" | |
# 合并历史提交 | |
SQUASH_FLAG_FILE="/tmp/last_squash_time" | |
NOW=$(date +%s) | |
SEVEN_DAYS=$((7*24*60*60)) | |
if [ ! -f "$SQUASH_FLAG_FILE" ]; then | |
echo $NOW > "$SQUASH_FLAG_FILE" | |
echo "首次合并历史提交..." | |
python hf_sync.py super_squash "${HF_TOKEN}" "${DATASET_ID}" | |
else | |
LAST=$(cat "$SQUASH_FLAG_FILE") | |
DIFF=$((NOW - LAST)) | |
if [ $DIFF -ge $SEVEN_DAYS ]; then | |
echo $NOW > "$SQUASH_FLAG_FILE" | |
echo "距离上次合并已超过7天,正在合并历史提交..." | |
python hf_sync.py super_squash "${HF_TOKEN}" "${DATASET_ID}" | |
else | |
echo "距离上次合并未满7天,本次跳过合并历史提交。" | |
fi | |
fi | |
# 清理临时文件 | |
rm -f "/tmp/${backup_file}" | |
else | |
echo "存储目录 ${STORAGE_PATH} 不存在,等待中..." | |
fi | |
# 同步间隔 | |
SYNC_INTERVAL=${SYNC_INTERVAL:-7200} | |
echo "下次同步将在 ${SYNC_INTERVAL} 秒后进行..." | |
sleep $SYNC_INTERVAL | |
done | |
} | |
# 启动同步进程 | |
sync_data & |