pythontensorflowpiptensorflow-data-validationversion-compatibility

Is it possible to install specific version of TFDV without upgrading TF?

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?

Solution

  • 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