Merge branch 'main-flask' into matomo-implementation

Dockerfile

@@ -1,10 +1,16 @@
-FROM python:3.8-slim as base
+# Use an official Python runtime as the parent image
+FROM python:3.8-slim
 
-#RUN apt-get update && \
-#    apt-get install -y libcurl4-openssl-dev && \
-#    find /var/*/apt -type f -delete
+# Set environment variables
+# Prevents Python from writing pyc files to disc
+ENV PYTHONDONTWRITEBYTECODE 1
+# Prevents Python from buffering stdout and stderr
+ENV PYTHONUNBUFFERED 1
 
-    # Install dependencies
+# Create and set the working directory
+WORKDIR /app
+
+# Install dependencies
 RUN apt-get update && \
     apt-get install -y libcurl4-openssl-dev curl && \
     apt-get install -y git && \
@@ -14,7 +20,6 @@ RUN apt-get update && \
     node -v && \
     find /var/*/apt -type f -delete
 
-
 RUN pip install --no-cache-dir Flask-SQLAlchemy \
     SQLAlchemy \
     beautifulsoup4 \
@@ -28,18 +33,14 @@ RUN pip install --no-cache-dir Flask-SQLAlchemy \
 
 RUN npm install -g sass
 
-FROM base AS final
-
-WORKDIR /app
-
-COPY . /app
+# Copy the current directory contents into the container at /app
+COPY . /app/
 
+# Create database
 RUN python3 content_to_db.py
 
-# ENV FLASK_APP=app.py
-# ENV FLASK_RUN_HOST=0.0.0.0
-
-# EXPOSE 5000
-
+# Make port 80 available to the world outside this container
+EXPOSE 8080
 
-# CMD ["python3", "-m" , "flask", "run", "--host=0.0.0.0"]
+# Run gunicorn when the container launches
+CMD ["gunicorn", "--bind", "0.0.0.0:8080", "--workers", "4", "app:app"]

app.py

@@ -344,4 +344,4 @@ def sitemap():
 
 # Run App
 if __name__ == '__main__':
-    app.run(debug=True)
+    app.run(debug=os.environ.get('DEBUG', False), host='0.0.0.0', port=8080)

content/topics/Visualization/reporting-tables/reportingtables/pandas-latex-tables.md

@@ -51,7 +51,7 @@ latex_table = df_models.to_latex(
     caption="Comparison of ML Model Performance Metrics",  # The caption to appear above the table in the LaTeX document
     label="tab:model_comparison",  # A label used for referencing the table within the LaTeX document
     position="htbp",  # The preferred positions where the table should be placed in the document ('here', 'top', 'bottom', 'page')
-    column_format="|l|l|l|l|",  # The format of the columns: left-aligned with vertical lines between them
+    column_format="lccc",  # The format of the columns: left-aligend first column and center-aligned remaining columns as per APA guidelines
     escape=False,  # Disable escaping LaTeX special characters in the DataFrame
     float_format="{:0.2f}".format  # Formats floats to two decimal places
 )