update dockerfile for testing

Dockerfile

@@ -1,35 +1,94 @@
 # Docker image for Energy efficiency analysis project
 # Date: Dec 10, 2022
 
-FROM continuumio/miniconda3
+# Base
+FROM continuumio/miniconda3:4.12.0
 
-RUN conda install python=3.10.8 -y
+# Install Python
+RUN conda install -y python=3.10
 
-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
+# Add conda-forge channel 
+RUN conda config --append channels conda-forge
 
-RUN pip install xgboost==1.7.1
+# 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 docopt
+RUN pip install requests
+RUN pip install vl-convert-python
 RUN pip install dataframe-image
-RUN pip install openpyxl==3.0.10
+RUN pip install xgboost
 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
+RUN pip install openpyxl
+RUN pip install portpicker
 
 # 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
 
-# install R packages 
+# 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")'
+