Cannot install tensorflow_data_validation on my local ubuntu 20 machine

Course Q&A Machine Learning Engineering for Production(MLOps) Machine Learning Data Lifecycle in Production
1

Hi,

Actually, I’m trying to execute the notebook on my local machine running on ubuntu 20.04
I’m using Python: 3.9
When I try to run

pip install tensorflow-data-validation

I got the following error:

ERROR: Could not find a version that satisfies the requirement tensorflow-data-validation (from versions: none)
ERROR: No matching distribution found for tensorflow-data-validation
Any help please?

2

Please specify the notebook you’re referring to.

3

I’m talking about the TFDV Exercise, week 1 of the Machine Learning Data Lifecycle in Production course. I need to install tensorflow-data-validation to run the example. However, on my local machine, I cannot install this package and I get the mentioned error.

4

Please open the notebook on coursera environment and get the package versions you need to install.
To install an early version of the package, try:

pip install --use-deprecated=legacy-resolver tensorflow-data-validation==PACKAGE_VERSION
5

Hi - I’m running into the same issue, using Fedora 38 and python 3.11.3 in a virtual environment.
I tried to use pip install --use-deprecated=legacy-resolver tensorflow-data-validation==PACKAGE_VERSION, but I get the same errors.

ERROR: Could not find a version that satisfies the requirement tensorflow-data-validation==PACKAGE_VERSION (from versions: none) ERROR: No matching distribution found for tensorflow-data-validation==PACKAGE_VERSION

6

And I figured it out - solution was to downgrade to an earlier Python version - I used 3.9.16.