awswrangler.s3.size_objects

awswrangler.s3.size_objects(path: Union[str, List[str]], wait_time: Optional[Union[int, float]] = None, use_threads: bool = True, boto3_session: Optional[boto3.session.Session] = None) → Dict[str, Optional[int]]

Get the size (ContentLength) in bytes of Amazon S3 objects from a received S3 prefix or list of S3 objects paths.

Note

In case of use_threads=True the number of threads that will be spawned will be get from os.cpu_count().

Parameters
  • path (Union[str, List[str]]) – S3 prefix (e.g. s3://bucket/prefix) or list of S3 objects paths (e.g. [s3://bucket/key0, s3://bucket/key1]).

  • wait_time (Union[int,float], optional) – How much time (seconds) should Wrangler try to reach this objects. Very useful to overcome eventual consistence issues. None means only a single try will be done.

  • use_threads (bool) – True to enable concurrent requests, False to disable multiple threads. If enabled os.cpu_count() will be used as the max number of threads.

  • boto3_session (boto3.Session(), optional) – Boto3 Session. The default boto3 session will be used if boto3_session receive None.

Returns

Dictionary where the key is the object path and the value is the object size.

Return type

Dict[str, Optional[int]]

Examples

>>> import awswrangler as wr
>>> sizes0 = wr.s3.size_objects(['s3://bucket/key0', 's3://bucket/key1'])  # Get the sizes of both objects
>>> sizes1 = wr.s3.size_objects('s3://bucket/prefix')  # Get the sizes of all objects under the received prefix
>>> sizes2 = wr.s3.size_objects('s3://bucket/prefix', wait_time=30)  # Overcoming eventual consistence issues