conda

Dockerfile

@@ -5,27 +5,19 @@ FROM tensorflow/tensorflow:latest
 FROM continuumio/miniconda3:latest
 
 RUN apt update && apt install -y
-# RUN apt-get install -y python3
 RUN apt-get install -y unzip
-# RUN apt-get install -y python3-pip
 RUN apt-get install unzip
 RUN apt-get install wget
 
-# RUN python3 -m pip install kaggle
-# RUN python3 -m pip install pandas
-# RUN pip3 install matplotlib
-# RUN pip3 install sacred
-# RUN pip3 install sacred
-# RUN pip3 install pymongo
-# RUN pip3 install mlflow
-# RUN ln -s ~/.local/bin/kaggle /usr/bin/kaggle
-
 WORKDIR /app
 
+# Create the environment:
+COPY environment.yml .
+RUN conda env create -f environment.yml
+
+# Make RUN commands use the new environment:
+SHELL ["conda", "run", "-n", "myenv", "/bin/bash", "-c"]
+
+# The code to run when container is started:
 COPY . .
-
+ENTRYPOINT ["conda", "run", "--no-capture-output", "-n", "myenv", "python", "lab8/trainScript.py"]
-RUN ls -la
-
-RUN conda env create -n myenv_from_file -f environment.yml
-RUN conda init bash
-RUN conda activate myenv_from_file

Dockerfile Back

@@ -0,0 +1,30 @@
+FROM ubuntu:latest
+
+FROM tensorflow/tensorflow:latest
+
+FROM continuumio/miniconda3:latest
+
+RUN apt update && apt install -y
+# RUN apt-get install -y python3
+RUN apt-get install -y unzip
+# RUN apt-get install -y python3-pip
+RUN apt-get install unzip
+RUN apt-get install wget
+
+# RUN python3 -m pip install kaggle
+# RUN python3 -m pip install pandas
+# RUN pip3 install matplotlib
+# RUN pip3 install sacred
+# RUN pip3 install sacred
+# RUN pip3 install pymongo
+# RUN pip3 install mlflow
+# RUN ln -s ~/.local/bin/kaggle /usr/bin/kaggle
+
+WORKDIR /app
+
+COPY . .
+
+RUN ls -la
+
+RUN conda env create -f environment.yml
+RUN conda activate tf

environment.yml

@@ -1,4 +1,4 @@
-name: tf
+name: myenv
 channels:
   - conda-forge
   - defaults