Mercurial > repos > goeckslab > pycaret_predict
annotate Dockerfile @ 3:ccd798db5abb draft
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
| author | goeckslab | 
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| date | Tue, 03 Jun 2025 19:31:06 +0000 | 
| parents | |
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| rev | line source | 
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3
 
ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
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1 FROM python:3.11-slim | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
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2 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
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3 ARG VERSION=3.3.2 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
4 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
5 # Install necessary dependencies, including libgomp1 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
6 RUN apt-get update && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
7 apt-get install -y --no-install-recommends git unzip libgomp1 && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
8 rm -rf /var/lib/apt/lists/* | 
| 
 
ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
9 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
10 # Install Python packages | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
11 RUN pip install -U pip && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
12 pip install --no-cache-dir --no-compile joblib && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
13 pip install --no-cache-dir --no-compile h5py && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
14 pip install --no-cache-dir --no-compile pycaret[analysis,models]==${VERSION} && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
15 pip install --no-cache-dir --no-compile explainerdashboard | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
16 | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
17 # Clean up unnecessary packages | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
18 RUN apt-get -y autoremove && apt-get clean && \ | 
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ccd798db5abb
planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit cf47efb521b91a9cb44ae5c5ade860627f9b9030
 
goeckslab 
parents:  
diff
changeset
 | 
19 rm -rf /var/lib/apt/lists/* | 
