tensorflow / tensorflow/transform
Python dependencies verson constraint conflict
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bug
stat:awaiting response
- Dominant language
- Python
- Stars
- 989
- Forks
- 225
- PR merge metrics
- No merged PRs in 30d
Description
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
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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.
Assessment
- Tech stack
- python, tensorflow
- Domain
- build-system, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100