💡 [IMPROVEMENT] - pin dependency versions in custom dockerfile #19
Description
Implementation PR
NA atm
Reference Issues
ENG-2156
AIRTBench-Code/airtbench/container/Dockerfile
Lines 1 to 12 in 717ccf7
Summary
hard-pin custom Dockerfile dependencies for a working golden-image to prevent any future releases breaking package management & dependency conflicts
Basic Example
proposed:
FROM jupyter/scipy-notebook:latest
RUN pip install \
adversarial-robustness-toolbox==1.19.1 \
catboost==1.2.8 \
eagerpy==0.30.0 \
foolbox==3.3.4 \
GPy==1.13.2 \
kornia==0.8.1 \
lief==0.16.5 \
lightgbm==4.6.0 \
numpy==1.24.3 \
plotly==6.0.1 \
requests==2.31.0 \
torch==2.7.0 \
torchaudio==2.7.0 \
torchvision==0.22.0 \
xgboost==3.0.0
RUN pip install kornia_rs==0.1.9Drawbacks
NA
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