import sys import subprocess def download(remote_path, local_path, async_download=False): args = ['wget', '-O', local_path, remote_path] print("Running ", " ".join(args)) if async_download: subprocess.Popen(args) else: subprocess.call(args) # GCE def gs_download(gs_path, local_path, async_download=False): args = ['gsutil', '-o', 'GSUtil:parallel_thread_count=1', '-o', 'GSUtil:sliced_object_download_max_components=8', 'cp', gs_path, local_path] if async_download: subprocess.Popen(args) else: subprocess.call(args) def gs_upload(local_path, gs_path, async_upload=False): # NOTE: Download and upload have differ -o flags. # We also use -n to prevent clobbering checkpoints by mistake assert not local_path.startswith("gs://") assert gs_path.startswith("gs://") args = ['gsutil', '-o', 'GSUtil:parallel_composite_upload_threshold=150M', 'cp', '-n', local_path, gs_path] if async_upload: subprocess.Popen(args) else: subprocess.call(args) def ls(regex): outputs = subprocess.check_output(['gsutil', 'ls', regex]).decode(sys.stdout.encoding) outputs = outputs.split('\n') outputs = [output for output in outputs if output is not ''] return outputs