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Upgrade base image to m91 by rosbo · Pull Request #1142 · Kaggle/docker-python · GitHub

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Upgrade base image to m91 #1142

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Merged
rosbo merged 3 commits into from
Apr 5, 2022
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Upgrade base image to m91 #1142

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486a21c
Upgrade base image to m91
rosbo Mar 28, 2022
9393af9
Drop ml_metrics package
rosbo Apr 5, 2022
3943a48
unpin mkl
rosbo Apr 5, 2022
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5 changes: 2 additions & 3 deletions Dockerfile.tmpl
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Expand Up @@ -72,8 +72,7 @@ RUN conda config --add channels nvidia && \
conda config --add channels rapidsai && \
# Base image channel order: conda-forge (highest priority), defaults.
# End state: rapidsai (highest priority), nvidia, conda-forge, defaults.
# b/216162758 Pin mkl which last version breaks spacy.
conda install mkl=2021.4.0 cartopy=0.19 imagemagick=7.1 pyproj==3.1.0 && \
conda install mkl cartopy=0.19 imagemagick=7.1 pyproj==3.1.0 && \
/tmp/clean-layer.sh

{{ if eq .Accelerator "gpu" }}
Expand Down Expand Up @@ -155,7 +154,7 @@ RUN pip install pycuda && \

RUN pip install pysal && \
pip install seaborn python-dateutil dask python-igraph && \
pip install pyyaml joblib husl geopy ml_metrics mne pyshp && \
pip install pyyaml joblib husl geopy mne pyshp && \

rosbo Apr 5, 2022 •
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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality

Dropping ml_metrics. This is an old package created by Ben Hamner. Last updated in 2015. Fails to install at build time now:

#17 58.62 Collecting ml_metrics
#17 58.64   Downloading ml_metrics-0.1.4.tar.gz (5.0 kB)
#17 58.65   Preparing metadata (setup.py): started
#17 59.04   Preparing metadata (setup.py): finished with status 'error'
#17 59.05   error: subprocess-exited-with-error
#17 59.05   
#17 59.05   × python setup.py egg_info did not run successfully.
#17 59.05   │ exit code: 1
#17 59.05   ╰─> [1 lines of output]
#17 59.05       error in ml_metrics setup command: use_2to3 is invalid.
#17 59.05       [end of output]
#17 59.05   
#17 59.05   note: This error originates from a subprocess, and is likely not a problem with pip.
#17 59.05 error: metadata-generation-failed
#17 59.05 
#17 59.05 × Encountered error while generating package metadata.
#17 59.05 ╰─> See above for output.

Also, it was already failing at import time.

In our Python image currently released:

import ml_metrics

Fails with:

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
/tmp/ipykernel_34/1657033094.py in <module>
----> 1 import ml_metrics

/opt/conda/lib/python3.7/site-packages/ml_metrics/__init__.py in <module>
----> 1 from quadratic_weighted_kappa import *
      2 from elementwise import *
      3 from auc import auc
      4 from average_precision import apk, mapk

ModuleNotFoundError: No module named 'quadratic_weighted_kappa'

pip install pandas && \
pip install flax && \
# Install h2o from source.
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2 changes: 1 addition & 1 deletion config.txt
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@@ -1,5 +1,5 @@
BASE_IMAGE_REPO=gcr.io/deeplearning-platform-release
BASE_IMAGE_TAG=m88
BASE_IMAGE_TAG=m91
CPU_BASE_IMAGE_NAME=tf2-cpu.2-6
GPU_BASE_IMAGE_NAME=tf2-gpu.2-6
LIGHTGBM_VERSION=3.3.1
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