Attributeerror module tensorflow has no attribute gfile

In this tutorial, we will discuss the solutions on how to resolve the module ‘tensorflow’ has no attribute ‘gfile’ along with a code.

Moreover, module tensorflow has no attribute gfile error usually occurs if the internal package framework for ‘gfile’ module was already changed in TensorFlow 2.0.

The way to solve this ‘arttributeerror’ is to correct the import statement through the use of a new package framework.

Why the module ‘tensorflow’ has no attribute ‘gfile’ occur?

The AttributeError: module ‘tensorflow’ has no attribute ‘gfile’ error occurs if you are trying to use the gfile module in TensorFlow but it is not available.

The ‘gfile’ module was a component of TensorFlow version 2.0, yet it was deprecated and removed in the latest versions.

It means that if you’re using a version of TensorFlow that is 2.0 or above, you cannot use the gfile module.

How to solve the module tensorflow has no attribute gfile?

There are always two best ways to solve this attributeerror. First, either solve the program by using the correct syntax for every installed libraries. The second is to modify the versions of libraries with underlines.

The second one looks too smooth, yet it is not supported. The only reason for that is that your programs only support the TensorFlow 2.0 library.

So that’s why it does not provide compatibility with any lower version of TensorFlow syntax. Therefore, you will receive multiple errors.

Time needed: 3 minutes.

Here are the solutions to solve the attributeerror: module ‘tensorflow’ has no attribute ‘gfile’

  • Solution 1: Modify import Statement

    To solve this error, you need to replace the ‘gfile‘ module with the ‘‘ module, It provides similar functionality. The ‘‘ module provides an implementation of the ‘gfile‘ API that is compatible with TensorFlow 2.0 and above.

    Incorrect way to import to open a file:

    Instead, you can use this code because this is the correct way to import to open a file:

    Here’s an example:

    import tensorflow as tf
    with‘file.txt’, ‘r’) as f:
    data =

    This code above will open the file “file.txt” that it will read through using the class and read its contents into the data variable.

  • Solution 2: Downgrade Tensorflow to 1.13.1 or lower

    If we cite the release notes for TensorFlow, you will find that this internal package structure for gfile is distinct in higher versions than 1.13.1.

    Therefore, if you’re sure that your code doesn’t throw any incompatibility errors if you’re downgrading the Tensorflow 2.0 library version, I’ll say it again: This is too risky.

    The following command is below to downgrade the tensorflow:

    pip install tensorflow==1.13.1

There are the same similar errors on the same line. You might interested to read the below articles. It will strengthen our foundation to identify and solve that errors quickly.


In conclusion, By following the above solutions, you should be able to resolve the “Attributeerror module tensorflow has no attribute gfile” error.

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