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@ -2,17 +2,16 @@ FROM ubuntu
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RUN apt-get update && apt-get install -y python3 python3-pip unzip
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RUN python3 -m pip install pandas numpy tensorflow imbalanced-learn sklearn sacred
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RUN python3 -m pip install pandas numpy tensorflow imbalanced-learn sklearn sacred pymongo
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RUN apt-get install -y git
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COPY train.py /app/train.py
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COPY predictions.py /app/predictions.py
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COPY data.csv /app/data.csv
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# COPY test_data.csv /app/test_data.csv
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WORKDIR /app
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export SACRED_IGNORE_GIT=TRUE
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RUN export SACRED_IGNORE_GIT=TRUE
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RUN python3 train.py
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RUN python3 predictions.py
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CMD ["python3", "predictions.py"]
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@ -3,6 +3,9 @@ pipeline {
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docker {
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image 'python:3.11'
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args '-v /root/.cache:/root/.cache -u root'
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environment {
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SACRED_IGNORE_GIT = 'TRUE'
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}
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}
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}
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parameters {
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@ -24,8 +27,7 @@ pipeline {
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stage('Trenuj model') {
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steps {
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script {
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// sh "python3 train.py --epochs $EPOCHS"
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sh "python3 train.py"
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sh "python3 train.py --epochs $EPOCHS"
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}
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}
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}
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