EOFError: Compressed file ended before the end-of-stream marker was reached - MNIST data set
It is very simple in windows :
Go to : C:\Users\Username\.keras\datasets
and then Delete the Dataset that you want to redownload or has the error
I am getting the following error when I run mnist = input_data.read_data_sets("MNIST_data", one_hot = True).

EOFError: Compressed file ended before the end-of-stream marker was reached

Even when I extract the file manually and place it in the MNIST_data directory, the program is still trying to download the file instead of using the extracted file. 
When I extract the file using WinZip which is the manual way, WinZip tells me that the file is corrupt. 
How do I solve this problem? 
I can't even load the data set now, I still have to debug the program itself. Please help.
I pip installed Tensorflow and so I don't have a Tensorflow example. So I went to GitHub to get the input_data file and saved it in the same directory as my main.py. The error is just regarding the .gz file. The program could not extract it.

runfile('C:/Users/Nikhil/Desktop/Tensor Flow/tensf.py', wdir='C:/Users/Nikhil/Desktop/Tensor Flow')
  Reloaded modules: input_data
  Extracting MNIST_data/train-images-idx3-ubyte.gz
  C:\Users\Nikhil\Anaconda3\lib\gzip.py:274: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future
    return self._buffer.read(size)
  Traceback (most recent call last):
File "", line 1, in 
      runfile('C:/Users/Nikhil/Desktop/Tensor Flow/tensf.py', wdir='C:/Users/Nikhil/Desktop/Tensor Flow')
File "C:\Users\Nikhil\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 866, in runfile
      execfile(filename, namespace)
File "C:\Users\Nikhil\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
      exec(compile(f.read(), filename, 'exec'), namespace)
File "C:/Users/Nikhil/Desktop/Tensor Flow/tensf.py", line 26, in 
      mnist = input_data.read_data_sets("MNIST_data/", one_hot = True)
File "C:\Users\Nikhil\Desktop\Tensor Flow\input_data.py", line 181, in read_data_sets
      train_images = extract_images(local_file)
File "C:\Users\Nikhil\Desktop\Tensor Flow\input_data.py", line 60, in extract_images
      buf = bytestream.read(rows * cols * num_images)
File "C:\Users\Nikhil\Anaconda3\lib\gzip.py", line 274, in read
      return self._buffer.read(size)
File "C:\Users\Nikhil\Anaconda3\lib_compression.py", line 68, in readinto
      data = self.read(len(byte_view))
File "C:\Users\Nikhil\Anaconda3\lib\gzip.py", line 480, in read
      raise EOFError("Compressed file ended before the "
EOFError: Compressed file ended before the end-of-stream marker was reached