old_contents: import sys
  
  from distutils.core import setup
  from setuptools import find_packages
  
  
  def get_install_requires():
      requires = [
          'scipy>=0.16.0',
          'tqdm>=4.0.0',
          'numpy>=1.8.0',
          'scikit-learn>=0.17.0',
          'pyvalid>=0.6',
          'pandas>=0.17.0',
          'nimfa>=1.1.0',
      ]
  
      if sys.version_info < (3, 2):
          requires.append('futures>=3.1.0')
  
      return requires
  
  
  setup(
      name='HiDi',
      version='0.0.1',
      description='High-dimensional embedding generation library',
      author='Vevo Engineering',
      author_email='engineering@vevo.com',
      url='https://github.com/vevo/hidi',
      packages=find_packages(exclude=['tests', 'tests.*']),
      install_requires=get_install_requires(),
      tests_require=[
          'nose==1.3.7',
          'Sphinx==1.5.5',
          'sphinx-autobuild==0.6.0',
          'tox==2.7.0',
      ],
      classifiers=[
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3.4', 
          'Programming Language :: Python :: 3.5',
          'Programming Language :: Python :: 3.6'
      ],
  )
  
new_contents: import sys
  
  from codecs import open
  from distutils.core import setup
  from setuptools import find_packages
  
  
  def get_install_requires():
      requires = [
          'scipy>=0.16.0',
          'tqdm>=4.0.0',
          'numpy>=1.8.0',
          'scikit-learn>=0.17.0',
          'pyvalid>=0.6',
          'pandas>=0.17.0',
          'nimfa>=1.1.0',
      ]
  
      if sys.version_info < (3, 2):
          requires.append('futures>=3.1.0')
  
      return requires
  
  
  with open('README.rst', 'r', 'utf-8') as f:
      readme = f.read()
  
  
  setup(
      name='HiDi',
      version='0.0.1',
      description='High-dimensional embedding generation library',
      long_description=readme,
      license='ALv2',
      author='Vevo Engineering',
      author_email='engineering@vevo.com',
      url='https://github.com/vevo/hidi',
      packages=find_packages(exclude=['tests', 'tests.*']),
      install_requires=get_install_requires(),
      tests_require=[
          'nose==1.3.7',
          'Sphinx==1.5.5',
          'sphinx-autobuild==0.6.0',
          'tox==2.7.0',
      ],
      classifiers=[
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3.4', 
          'Programming Language :: Python :: 3.5',
          'Programming Language :: Python :: 3.6'
      ],
  )
  
subject: Add LICENSE and README to setup.py