Mercurial > repos > goeckslab > pycaret_compare
annotate Dockerfile @ 4:4aa511539199 draft default tip
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
author | goeckslab |
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date | Tue, 03 Jun 2025 19:31:16 +0000 |
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4
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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1 FROM python:3.11-slim |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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2 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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3 ARG VERSION=3.3.2 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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4 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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5 # Install necessary dependencies, including libgomp1 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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changeset
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6 RUN apt-get update && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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7 apt-get install -y --no-install-recommends git unzip libgomp1 && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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8 rm -rf /var/lib/apt/lists/* |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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9 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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10 # Install Python packages |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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11 RUN pip install -U pip && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
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12 pip install --no-cache-dir --no-compile joblib && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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13 pip install --no-cache-dir --no-compile h5py && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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14 pip install --no-cache-dir --no-compile pycaret[analysis,models]==${VERSION} && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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15 pip install --no-cache-dir --no-compile explainerdashboard |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
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16 |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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17 # Clean up unnecessary packages |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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18 RUN apt-get -y autoremove && apt-get clean && \ |
4aa511539199
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
goeckslab
parents:
diff
changeset
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19 rm -rf /var/lib/apt/lists/* |