{"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":"2024-09-07T13:59:31.303454Z","iopub.execute_input":"2024-09-07T13:59:31.304318Z","iopub.status.idle":"2024-09-07T13:59:32.31089Z","shell.execute_reply.started":"2024-09-07T13:59:31.304279Z","shell.execute_reply":"2024-09-07T13:59:32.309699Z"},"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":"2024-09-07T13:59:32.31348Z","iopub.execute_input":"2024-09-07T13:59:32.314043Z","iopub.status.idle":"2024-09-07T13:59:36.488873Z","shell.execute_reply.started":"2024-09-07T13:59:32.314002Z","shell.execute_reply":"2024-09-07T13:59:36.487931Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fns  = [fn for fn in fns if 'models/cfg_dh_19a' in fn ]\nfns","metadata":{"execution":{"iopub.status.busy":"2024-09-07T13:59:36.493362Z","iopub.execute_input":"2024-09-07T13:59:36.493693Z","iopub.status.idle":"2024-09-07T13:59:36.50257Z","shell.execute_reply.started":"2024-09-07T13:59:36.493665Z","shell.execute_reply":"2024-09-07T13:59:36.501537Z"},"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_dh_19a/','')\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":"2024-09-07T13:59:36.504797Z","iopub.execute_input":"2024-09-07T13:59:36.505101Z","iopub.status.idle":"2024-09-07T13:59:51.5798Z","shell.execute_reply.started":"2024-09-07T13:59:36.505075Z","shell.execute_reply":"2024-09-07T13:59:51.578603Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}