add conda env

Dockerfile

@@ -2,22 +2,28 @@ 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 python3
 RUN apt-get install -y unzip
-RUN apt-get install -y python3-pip
+# 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 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
 
+RUN conda env create -n myenv_from_file -f environment.yml
+
+RUN conda activate myenv_from_file
+
 WORKDIR /app
 
 COPY . .

environment.yml

@@ -0,0 +1,9 @@
+name: tf
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.9
+  - tensorflow
+  - pandas
+  - mlflow