~~As mentioned in googleapis/google-cloud-python#755~~ I did some timing and here is what I found (with a fresh environment for each import)

==================
base_api: 0.0385411
---- Imports: ----
    # from apitools.base.py import credentials_lib
    from apitools.base.py import encoding
    from apitools.base.py import exceptions
    from apitools.base.py import http_wrapper
    from apitools.base.py import util
==================
batch: 0.05901
---- Imports: ----
    from apitools.base.py import exceptions
    from apitools.base.py import http_wrapper
==================
credentials_lib: 0.515645
---- Imports: ----
    from apitools.base.py import exceptions
    from apitools.base.py import util
==================
encoding: 0.029279
---- Imports: ----
    from apitools.base.py import exceptions
==================
exceptions: 0.00117803
---- Imports: ----
==================
extra_types: 0.032212
---- Imports: ----
    from apitools.base.py import encoding
    from apitools.base.py import exceptions
    from apitools.base.py import util
==================
http_wrapper: 0.0387058
---- Imports: ----
    from apitools.base.py import exceptions
    from apitools.base.py import util
==================
list_pager: 0.00224304
---- Imports: ----
==================
transfer: 0.0412002
---- Imports: ----
    from apitools.base.py import buffered_stream
    from apitools.base.py import exceptions
    from apitools.base.py import http_wrapper
    from apitools.base.py import stream_slice
    from apitools.base.py import util
==================
util: 0.028183
---- Imports: ----
    from apitools.base.py import encoding
    from apitools.base.py import exceptions
==================

Importing apitools.base.py takes half a second #14

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