{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":71549,"databundleVersionId":8561470,"sourceType":"competition"}],"dockerImageVersionId":30684,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"from boto3.session import Session\nimport boto3\nimport os\nfrom tqdm import tqdm\nimport glob\n\n# s3-subfolder-user\n\nBUCKET_NAME = 'kaggle-rsna24'\nACCESS_KEY = 'AKIAZHGZ27KUTXYUYGVQ'\nSECRET_KEY = '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'\n\nsession = Session(aws_access_key_id=ACCESS_KEY,\n              aws_secret_access_key=SECRET_KEY)\ns3 = session.resource('s3')\nyour_bucket = s3.Bucket(BUCKET_NAME)","metadata":{"execution":{"iopub.status.busy":"2024-07-15T13:43:29.420672Z","iopub.execute_input":"2024-07-15T13:43:29.421133Z","iopub.status.idle":"2024-07-15T13:43:30.574717Z","shell.execute_reply.started":"2024-07-15T13:43:29.421092Z","shell.execute_reply":"2024-07-15T13:43:30.573306Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fns = []\nfor s3_file in your_bucket.objects.all():\n    fns += [s3_file.key]","metadata":{"execution":{"iopub.status.busy":"2024-07-15T13:43:30.577418Z","iopub.execute_input":"2024-07-15T13:43:30.578093Z","iopub.status.idle":"2024-07-15T13:43:31.439738Z","shell.execute_reply.started":"2024-07-15T13:43:30.578046Z","shell.execute_reply":"2024-07-15T13:43:31.438574Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fns  = [fn for fn in fns if 'cfg_ch_1i9' in fn ]\nfns","metadata":{"execution":{"iopub.status.busy":"2024-07-15T13:43:31.445461Z","iopub.execute_input":"2024-07-15T13:43:31.445811Z","iopub.status.idle":"2024-07-15T13:43:31.455051Z","shell.execute_reply.started":"2024-07-15T13:43:31.445782Z","shell.execute_reply":"2024-07-15T13:43:31.453912Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"for fn in tqdm(fns):\n    target_folder = '/'.join(fn.split('/')[:-1]).replace('models/cfg_ch_1i9/','')\n    target_file = fn.split('/')[-1]\n    os.makedirs(target_folder, exist_ok=True)\n    print(fn, ' -> ', target_folder + '/' + target_file)\n    s3.Bucket(BUCKET_NAME).download_file(fn, target_folder + '/' + target_file)","metadata":{"execution":{"iopub.status.busy":"2024-07-15T13:45:05.762035Z","iopub.execute_input":"2024-07-15T13:45:05.762496Z","iopub.status.idle":"2024-07-15T13:45:12.526269Z","shell.execute_reply.started":"2024-07-15T13:45:05.76246Z","shell.execute_reply":"2024-07-15T13:45:12.525094Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}