Autokeras_tabular broken by autokeras and numpy

[NeolithEra]

Hi, users are unable to run autokeras-tabular 0.3.7.1 due to dependency conflict with numpy package. As shown in the following full dependency graph of autokeras-tabular, it directly requires numpy> 1.16.1，while autokeras 0.3.7 requires _numpy==1.16.1。

According to pip’s “first found wins” installation strategy, numpy 1.16.4 is the actually installed version. However, numpy 1.16.4 does not satisfy numpy==1.16.1.

Dependency tree-------

----------------------------------------------------------------------------------------
Building autokeras-tabular-0.3.7.1
----------------------------------------------------------------------------------------
autokeras-tabular<version range:>
| +-autokeras<version range:>=0.3.7>
| | +-imageio<version range:==2.5.0>
| | +-numpy<version range:==1.16.1>
| | +-requests<version range:==2.21.0>
| | +-scikit-image<version range:==0.14.2>
| | +-scikit-learn<version range:==0.20.2>
| | +-scipy<version range:==1.2.0>
| | +-tensorflow<version range:==1.13.1>
| | +-torch<version range:==1.0.1.post2>
| | +-torchvision<version range:==0.2.1>
| | +-tqdm<version range:==4.31.0>
| +-lightgbm<version range:>=2.2.3>
| +-numpy<version range:>=1.16.1>
----------------------------------------------------------------------------------------

Solution

Change your direct dependency numpy >=1.16.1 to numpy ==1.16.1.

Thanks for your help.
Best,
Neolith

[bolkedebruin]

Provide a Pr and I’m happy to integrate it!