Python dependencies verson constraint conflict

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Assessment

Difficulty
3/5
Estimated time
1-2 days
Newbie friendliness
35/100
Issue type
Bug
Clarity
Mostly clear
Activity status
Stale
Tech stack
python, tensorflow
Domain
build-system, machine-learning

Research direction

Start by checking the dependency declarations at commit 1e8c81a54b94841d55be5fefd4aa860ea49cc389, then reproduce the failure with pip install -e .. Compare the tensorflow-transform and tfx-bsl constraints and verify that editable installation completes without pip reporting ResolutionImpossible.

Written by the indexing model from the issue text.

Description

bug stat:awaiting response

As of 1e8c81a54b94841d55be5fefd4aa860ea49cc389, when trying to run pip install -e ., there is a version constraint conflict:

ERROR: Cannot install tensorflow-transform and tensorflow-transform==1.17.0.dev0 because these package versions have conflicting dependencies.

The conflict is caused by:
    tensorflow-transform 1.17.0.dev0 depends on tensorflow<2.18 and >=2.17
    tfx-bsl 1.16.1 depends on tensorflow<2.17 and >=2.16

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip to attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts
Dominant language
Python
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Forks
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