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Docker image wasn't correctly build for tfx usage and kale #2

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palmoreck opened this issue Apr 2, 2020 · 1 comment
Open

Docker image wasn't correctly build for tfx usage and kale #2

palmoreck opened this issue Apr 2, 2020 · 1 comment

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@palmoreck
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palmoreck commented Apr 2, 2020

Need to check dependencies in Dockerfile

https://github.com/CONABIO/kube_sipecam/blob/master/dockerfiles/audio/tfx_kale/0.4.0_1.14.0_tfx/Dockerfile

There are errors related to versions regarding kale 0.3.4 version and tensorflow 1.14.0 version

For example:

ERROR: nbclient 0.1.0 has requirement nbformat>=5.0, but you'll have nbformat 4.4.0 which is incompatible.
ERROR: kfp 0.1.40 has requirement click==7.0, but you'll have click 7.1.1 which is incompatible.

Version 0.4.0 of kale also produces errors

@palmoreck
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I need to update Dockerfile tfx_kale dependency to use tensorflow-data-validation==0.14.1 in line: 25

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