



import shutil

import requests

def 	a						(				_UpperCAmelCase							: str			,       _UpperCAmelCase							: bool = False			,       _UpperCAmelCase							: str = "."						):







		'''simple docstring'''





		__UpperCAmelCase   :					Tuple													=     '''https://api.nasa.gov/planetary/apod'''
		return requests.get(_UpperCAmelCase			,       params={'''api_key''': api_key}						).json()

def 	a						(				_UpperCAmelCase							: str			,       _UpperCAmelCase							: str = "."						):







		'''simple docstring'''





		__UpperCAmelCase   :					Optional[Any]													=     get_apod_data(_UpperCAmelCase						)
		__UpperCAmelCase   :					Tuple													=     apod_data['''url''']
		__UpperCAmelCase   :					Any													=     img_url.split('''/'''						)[-1]
		__UpperCAmelCase   :					Optional[int]													=     requests.get(_UpperCAmelCase			,       stream=_UpperCAmelCase						)

		with open(f'{path}/{img_name}'			,       '''wb+'''						) as img_file:
				shutil.copyfileobj(response.raw			,       _UpperCAmelCase						)
		del response
		return apod_data

def 	a						(				_UpperCAmelCase							: str						):







		'''simple docstring'''





		__UpperCAmelCase   :					Optional[Any]													=     '''https://images-api.nasa.gov/search'''
		return requests.get(_UpperCAmelCase			,       params={'''q''': query}						).json()


if __name__ == "__main__":
				print(save_apod("YOUR API KEY"))
				__A             =get_archive_data("apollo 2011")["collection"]["items"]
				print(apollo_aaaa_items[0]["data"][0]["description"])










import json
import logging
import os
import subprocess
from argparse import ArgumentParser


__A             =logging.getLogger(__name__)

def 	a						(				):







		'''simple docstring'''





		__UpperCAmelCase   :					Union[str, Any]													=     ArgumentParser()
		__UpperCAmelCase							, __UpperCAmelCase   :					Optional[int]													=     parser.parse_known_args()
		for arg in unknown:
				if arg.startswith(('''-''', '''--''')						):
						parser.add_argument(arg.split('''='''						)[0]						)

		return parser.parse_args()

def 	a						(				):







		'''simple docstring'''





		__UpperCAmelCase   :					int													=     parse_args()
		__UpperCAmelCase   :					int													=     88_88
		__UpperCAmelCase   :					Union[str, Any]													=     int(os.environ['''SM_NUM_GPUS''']						)
		__UpperCAmelCase   :					Any													=     json.loads(os.environ['''SM_HOSTS''']						)
		__UpperCAmelCase   :					int													=     len(_UpperCAmelCase						)
		__UpperCAmelCase   :					Tuple													=     os.environ['''SM_CURRENT_HOST''']
		__UpperCAmelCase   :					Union[str, Any]													=     hosts.index(_UpperCAmelCase						)
		__UpperCAmelCase   :					Tuple													=     '''INFO'''

		if num_nodes > 1:
				__UpperCAmelCase   :					int													=     f'python -m torch.distributed.launch \\n                --nnodes={num_nodes}  \\n                --node_rank={rank}  \\n                --nproc_per_node={num_gpus}  \\n                --master_addr={hosts[0]}  \\n                --master_port={port} \\n                ./run_glue.py \\n                {"".join(["nested fstring" for parameter,value in args.__dict__.items()]						)}'
		else:
				__UpperCAmelCase   :					Optional[Any]													=     f'python -m torch.distributed.launch \\n            --nproc_per_node={num_gpus}  \\n            ./run_glue.py \\n            {"".join(["nested fstring" for parameter,value in args.__dict__.items()]						)}'
		try:
				subprocess.run(_UpperCAmelCase			,       shell=_UpperCAmelCase						)
		except Exception as e:
				logger.info(_UpperCAmelCase						)


if __name__ == "__main__":
				main()





