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Jacob Woffenden
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Aug 27, 2024
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FROM ghcr.io/ministryofjustice/analytical-platform-airflow-python-base:local | ||
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ENV CONDA_ENVIRONMENT_NAME="example-project" | ||
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COPY --chown=${CONTAINER_USER}:${CONTAINER_GROUP} example-project/src/opt/analytical-platform/ /opt/analytical-platform/ | ||
RUN <<EOF | ||
conda env create --yes --name "${CONDA_ENVIRONMENT_NAME}" --file /opt/analytical-platform/conda.yaml | ||
EOF | ||
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COPY --chown=nobody:nogroup --chmod=0775 example-project/src/usr/local/bin/entrypoint.sh /usr/local/bin/entrypoint.sh | ||
ENTRYPOINT ["/usr/local/bin/entrypoint.sh"] |
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--- | ||
channels: | ||
- defaults | ||
- conda-forge | ||
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dependencies: | ||
- python=3.9 | ||
- pip | ||
- pip: | ||
- --requirement requirements.txt |
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example-project/src/opt/analytical-platform/requirements.txt
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absl-py==2.1.0 | ||
astunparse==1.6.3 | ||
cachetools==5.5.0 | ||
certifi==2024.7.4 | ||
charset-normalizer==3.3.2 | ||
flatbuffers==24.3.25 | ||
gast==0.6.0 | ||
google-auth==2.34.0 | ||
google-auth-oauthlib==1.2.1 | ||
google-pasta==0.2.0 | ||
grpcio==1.66.0 | ||
h5py==3.11.0 | ||
idna==3.8 | ||
importlib_metadata==8.4.0 | ||
keras==2.15.0 | ||
libclang==18.1.1 | ||
Markdown==3.7 | ||
MarkupSafe==2.1.5 | ||
ml-dtypes==0.2.0 | ||
numpy==1.26.4 | ||
oauthlib==3.2.2 | ||
opt-einsum==3.3.0 | ||
packaging==24.1 | ||
protobuf==4.25.4 | ||
pyasn1==0.6.0 | ||
pyasn1_modules==0.4.0 | ||
requests==2.32.3 | ||
requests-oauthlib==2.0.0 | ||
rsa==4.9 | ||
six==1.16.0 | ||
tensorboard==2.15.2 | ||
tensorboard-data-server==0.7.2 | ||
tensorflow==2.15.0 | ||
tensorflow-estimator==2.15.0 | ||
tensorflow-io-gcs-filesystem==0.37.1 | ||
termcolor==2.4.0 | ||
typing_extensions==4.12.2 | ||
urllib3==2.2.2 | ||
Werkzeug==3.0.4 | ||
wrapt==1.14.1 | ||
zipp==3.20.1 |
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import sys | ||
import tensorflow as tf | ||
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print("Python version:", sys.version) | ||
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devices = tf.config.list_physical_devices() | ||
print("TensorFlow devices:", devices) |
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#!/usr/bin/env bash | ||
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# Initialise conda | ||
source /opt/conda/etc/profile.d/conda.sh | ||
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# Activate the conda environment | ||
conda activate "${CONDA_ENVIRONMENT_NAME}" | ||
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# Run the command | ||
python run.py |