Mercurial > repos > goeckslab > tabular_learner
annotate Dockerfile @ 6:4bd75b45a7a1 draft default tip
planemo upload for repository https://github.com/goeckslab/gleam commit 47a5977e074223e92e216efa42969a4056516707
author | goeckslab |
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date | Fri, 01 Aug 2025 14:02:13 +0000 |
parents | 209b663a4f62 |
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209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
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changeset
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1 FROM python:3.11-slim |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
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|
2 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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3 ARG VERSION=3.3.2 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
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changeset
|
4 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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5 # Install necessary dependencies, including libgomp1 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
6 RUN apt-get update && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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7 apt-get install -y --no-install-recommends git unzip libgomp1 && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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8 rm -rf /var/lib/apt/lists/* |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
9 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
10 # Install Python packages |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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11 RUN pip install -U pip && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
12 pip install --no-cache-dir --no-compile joblib && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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13 pip install --no-cache-dir --no-compile h5py && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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14 pip install --no-cache-dir --no-compile pycaret[analysis,models]==${VERSION} && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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15 pip install --no-cache-dir --no-compile explainerdashboard |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
16 |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
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17 # Clean up unnecessary packages |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
18 RUN apt-get -y autoremove && apt-get clean && \ |
209b663a4f62
planemo upload for repository https://github.com/goeckslab/gleam commit 5dd048419fcbd285a327f88267e93996cd279ee6
goeckslab
parents:
diff
changeset
|
19 rm -rf /var/lib/apt/lists/* |