Merge remote-tracking branch 'upstream/main' into main

Dockerfile

@@ -0,0 +1,56 @@
+############################################################
+# Dockerfile to build wine_quality_prediction images
+# Based on Ubuntu
+############################################################
+
+#Set base image to Ubuntu
+FROM ubuntu
+
+#Update repositor source list
+RUN apt-get update
+
+################## BEGIN INSTALLATION ######################
+#Install python basics
+RUN apt-get -y install \
+	build-essential \
+	python-dev \
+	python-setuptools
+
+# Create Timezon Variable
+ENV DEBIAN_FRONTEND=noninteractive
+ENV TZ=Asia/Beijing
+# Install tzdata
+RUN apt-get install -y tzdata
+
+# Install python pip
+RUN apt-get -y install python3-pip
+
+
+#Install git
+RUN apt-get -y install git-all
+
+#Install other dependancies
+RUN pip3 install matplotlib>=3.2.2
+RUN pip3 install scikit-learn>=0.23.2
+RUN pip3 install scipy==1.5.3
+RUN pip3 install numpy>=1.19.4
+RUN pip3 install pandas>=1.1.3
+RUN pip3 install matplotlib>=3.3.3
+RUN pip3 install requests>=2.24.0
+RUN pip3 install graphviz
+RUN pip3 install altair>=4.1.0
+RUN pip3 install jinja2
+RUN pip3 install pip>=20
+RUN pip3 install pandas-profiling>=1.4.3
+RUN pip3 install psutil>=5.7.2
+RUN pip3 install xgboost>=1.*
+RUN pip3 install lightgbm>=3.*
+RUN pip3 install git+git://github.com/mgelbart/plot-classifier.git
+RUN pip3 install altair-saver==0.5.0
+RUN pip3 install docopt==0.6.2
+RUN pip3 install selenium==3.141.0
+RUN pip3 install webdriver-manager==3.2.2
+
+
+
+CMD ["echo Finish Creating Docker Image!"]

wine_env.yml

@@ -3,20 +3,15 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - vega-cli=5.6.0=0
-  - vega-lite-cli=3.4.0=0
-  - vega3=0.13.0
   - ipykernel
   - matplotlib>=3.2.2
   - scikit-learn>=0.23.2
   - scipy==1.5.3
   - numpy>=1.19.4
   - pandas>=1.1.3
   - matplotlib>=3.3.3
-  - matplotlib-base>=3.3.3
   - requests>=2.24.0
   - graphviz
-  - python-graphviz
   - altair>=4.1.0
   - jinja2
   - pip>=20
@@ -26,7 +21,6 @@ dependencies:
     - xgboost>=1.*
     - lightgbm>=3.*
     - git+git://github.com/mgelbart/plot-classifier.git
-    - rpy2
     - altair-saver==0.5.0
     - docopt==0.6.2
     - selenium==3.141.0