I have problem with installing TensorFlow Data Validation (TFDV).

I have already TensorFlow installed (version 2.5.0) and I don't want to upgrade that version.

I used this command:

pip install tensorflow_data_validation==1.2.0

Beacuse this TFDV version should be compatible with TF 2.5 according to: https://www.tensorflow.org/tfx/data_validation/install

Unfortunately this command force me to install TF with latest version 2.8. Is it possible to install any version of TFDV without upgrading TF?

CodePudding user response：

pip tries to just grab the latest compatible version with the restraints from the tensorflow_data_validation wheel being

tensorflow (!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,<3,>=1.15.2)

so it makes sense that it is trying to grab tensorflow 2.8

You can try to just pin the version of tensorflow in the same command line

 pip install tensorflow_data_validation==1.2.0 tensorflow==2.5.0