Python3 Error: Cannot uninstall ‘numpy’. It is a distutils installed project and thus we cannot accurate

Error Messages.
Cannot uninstall 'numpy'. It is a distutils installed project and thus we cannot accurately determine which files belong to it which would lead to only a partial uninstall.
--Background.
An error is reported while installing TensorFlow.

# pip3 list --format=columns
Package                Version
---------------------- -------
asn1crypto             0.24.0 
cffi                   1.11.5 
cryptography           2.3.1  
idna                   2.7    
mysql-connector-python 8.0.12 
numpy                  1.10.4 
pip                    18.1   
protobuf               3.6.1  
pycparser              2.19   
pymongo                3.7.1  
PyMySQL                0.9.2  
redis                  2.10.6 
setuptools             39.0.1 
six                    1.11.0 
wheel                  0.32.1 


# pip3 uninstall numpy==1.10.4
Cannot uninstall 'numpy'. It is a distutils installed project and thus we cannot accurately determine which files belong to it which would lead to only a partial uninstall.
[root@node1 ~]# 
Forced Upgrades.
[root@node1 ~]# pip install numpy --ignore-installed numpy
Continued Installation.
# pip3 install tensorflow==1.11.0 

# pip3 list --format=columns                
Package                Version
---------------------- -------
absl-py                0.5.0  
asn1crypto             0.24.0 
astor                  0.7.1  
cffi                   1.11.5 
cryptography           2.3.1  
gast                   0.2.0  
grpcio                 1.16.0 
h5py                   2.8.0  
idna                   2.7    
Keras-Applications     1.0.6  
Keras-Preprocessing    1.0.5  
Markdown               3.0.1  
mysql-connector-python 8.0.12 
numpy                  1.15.2 
pip                    18.1   
protobuf               3.6.1  
pycparser              2.19   
pymongo                3.7.1  
PyMySQL                0.9.2  
redis                  2.10.6 
setuptools             39.0.1 
six                    1.11.0 
tensorboard            1.11.0 
tensorflow             1.11.0 
termcolor              1.1.0  
Werkzeug               0.14.1 
wheel                  0.32.1 

Read More: