AttributeError: 'module' object has no attribute 'SCOPE_SUBTREE' macOS

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I am trying to connect to my ldap server running on my local machine but it throws the error AttributeError: 'module' object has no attribute 'SCOPE_SUBTREE'

What I have done so far:

Installed ldap library using pip install python-ldap

No file by the name of ldap.py in my current working directory thus no overlapping issue

When use the command print dir(ldap) following gets printed

['HelpFormatter', 'PY3', '__builtins__', '__doc__', '__file__', '__name__', '__package__', '__path__', '__version__', 'argparse', 'logging', 'main', 'parser', 'subparser', 'subparsers', 'sys']

I am working on macOS Sierra. Any help is appreciated and python version is 2.7.10

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