|
| 1 | +import os |
| 2 | +import shutil |
| 3 | +from nvflare.apis.fl_context import FLContext |
| 4 | +from nvflare.apis.server_engine_spec import ServerEngineSpec |
| 5 | +from nvflare.app_common.app_constant import AppConstants |
| 6 | +from nvflare.app_common.abstract.fl_app_script import FLAppScript |
| 7 | + |
| 8 | + |
| 9 | +class ResultDownloader(FLAppScript): |
| 10 | + def __init__(self, job_id: str, destination_path: str,bundle_root: str, fold_id: int): |
| 11 | + super().__init__() |
| 12 | + self.job_id = job_id |
| 13 | + self.destination_path = destination_path |
| 14 | + self.fold_id = fold_id |
| 15 | + self.bundle_root = bundle_root |
| 16 | + |
| 17 | + def execute(self, fl_ctx: FLContext): |
| 18 | + engine: ServerEngineSpec = fl_ctx.get_prop(AppConstants.ENGINE) |
| 19 | + job_meta = engine.get_job_store().get_job_meta(self.job_id) |
| 20 | + job_dir = job_meta.get("folder") |
| 21 | + |
| 22 | + if not job_dir or not os.path.exists(job_dir): |
| 23 | + self.log_error(fl_ctx, f"Job directory for {self.job_id} not found.") |
| 24 | + return |
| 25 | + |
| 26 | + try: |
| 27 | + # 1. Copy job directory to destination_path |
| 28 | + shutil.copytree(job_dir, self.destination_path, dirs_exist_ok=True) |
| 29 | + self.log_info(fl_ctx, f"Copied results for job {self.job_id} to {self.destination_path}") |
| 30 | + |
| 31 | + # 2. Locate the global model file |
| 32 | + source_model = os.path.join(self.destination_path, "job", "workspace", "app_server", "FL_global_model.pt") |
| 33 | + if not os.path.exists(source_model): |
| 34 | + self.log_error(fl_ctx, f"Model file not found at expected location: {source_model}") |
| 35 | + return |
| 36 | + |
| 37 | + # 3. Determine target path inside BUNDLE_ROOT |
| 38 | + target_model_dir = os.path.join(self.bundle_root, "models", f"fold_{self.fold_id}") |
| 39 | + os.makedirs(target_model_dir, exist_ok=True) |
| 40 | + |
| 41 | + target_model_path = os.path.join(target_model_dir, "FL_global_model.pt") |
| 42 | + |
| 43 | + # 4. Copy model file |
| 44 | + shutil.copy2(source_model, target_model_path) |
| 45 | + self.log_info(fl_ctx, f"Model copied to {target_model_path}") |
| 46 | + |
| 47 | + except Exception as e: |
| 48 | + self.log_error(fl_ctx, f"Failed to process job results: {str(e)}") |
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