Update Dockerfile

Dockerfile

@@ -1,94 +1,35 @@
 # Docker image for Energy efficiency analysis project
 # Date: Dec 10, 2022
 
-# Base
-FROM continuumio/miniconda3:4.12.0
+FROM continuumio/miniconda3
 
-# Install Python
-RUN conda install -y python=3.10
+RUN conda install python=3.10.8 -y
 
-# Add conda-forge channel 
-RUN conda config --append channels conda-forge
+RUN conda install pandas=1.4.4 -y
+RUN conda install scikit-learn=1.1.3 -y
+RUN conda install matplotlib=3.6.2 -y
+RUN conda install -c conda-forge altair vega_datasets
+RUN conda install requests=2.28.1
+RUN conda install python-graphviz
+RUN conda install pandoc
 
-# Conda Installs
-RUN conda install -y ipykernel
-RUN conda install -y matplotlib>=3.2.2
-RUN conda install -y scikit-learn>=1.1.3
-RUN conda install -y requests>=2.24.0
-RUN conda install -y graphviz
-RUN conda install -y python-graphviz
-RUN conda install -y eli5
-RUN conda install -y shap
-RUN conda install -y jinja2
-RUN conda install -y altair
-RUN conda install -y altair_saver
-RUN conda install -y selenium==4.3.0
-RUN conda install -y pandas
-RUN conda install -y imbalanced-learn
-RUN conda install -y numpy
-RUN conda install -y pandoc
-
-# install Pip   
-RUN apt-get update && apt-get install -y pip
-
-# pip 
-RUN pip install joblib==1.1.0
-RUN pip install mglearn
-RUN pip install psutil>=5.7.2
+RUN pip install xgboost==1.7.1
 RUN pip install docopt
-RUN pip install requests
-RUN pip install vl-convert-python
 RUN pip install dataframe-image
-RUN pip install xgboost
+RUN pip install openpyxl==3.0.10
 RUN pip install ipython
-RUN pip install openpyxl
-RUN pip install portpicker
+RUN pip install altair-saver
+RUN python -m pip install vl-convert-python
+
+RUN apt-get update && apt-get install make
 
 # install R
 RUN apt-get install r-base r-base-dev -y
 
-# install non R tidyverse dependencies??
+# install non R tidyverse dependencies
 RUN apt-get update && apt-get install -y libcurl4-openssl-dev libssl-dev libxml2-dev
 
-# R packages 
+# install R packages 
 RUN R -q -e 'install.packages("tidyverse")'
 RUN R -q -e 'install.packages("rmarkdown")'
 
-# install Make
-RUN apt update && apt install -y make
-
-# # Docker image for Energy efficiency analysis project
-# # Date: Dec 10, 2022
-
-# FROM continuumio/miniconda3
-
-# RUN conda install python=3.10.8 -y
-
-# RUN conda install pandas=1.4.4 -y
-# RUN conda install scikit-learn=1.1.3 -y
-# RUN conda install matplotlib=3.6.2 -y
-# RUN conda install -c conda-forge altair vega_datasets
-# RUN conda install requests=2.28.1
-# RUN conda install python-graphviz
-# RUN conda install pandoc
-
-# RUN pip install xgboost==1.7.1
-# RUN pip install docopt
-# RUN pip install dataframe-image
-# RUN pip install openpyxl==3.0.10
-# RUN pip install ipython
-# RUN pip install altair-saver
-# RUN python -m pip install vl-convert-python
-
-# RUN apt-get update && apt-get install make
-
-# # install R
-# RUN apt-get install r-base r-base-dev -y
-
-# # install non R tidyverse dependencies
-# RUN apt-get update && apt-get install -y libcurl4-openssl-dev libssl-dev libxml2-dev
-
-# # install R packages 
-# RUN R -q -e 'install.packages("tidyverse")'
-# RUN R -q -e 'install.packages("rmarkdown")'
-