UmdTask453 DATA605 Spring2026 Darts SP500 Forecasting

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/.dockerignore

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+# Exclude files from Docker build context. This prevents unnecessary files from
+# being sent to Docker daemon, reducing build time and image size.
+
+# Python artifacts
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.egg-info/
+
+# Virtual environments
+venv/
+.venv/
+env/
+.env
+.envrc
+client_venv.helpers/
+ENV/
+
+# Jupyter
+.ipynb_checkpoints/
+.jupyter/
+
+# Build artifacts
+build/
+dist/
+*.eggs/
+.eggs/
+
+# Cache and temporary files
+*.log
+*.tmp
+*.cache
+.pytest_cache/
+.mypy_cache/
+.coverage
+htmlcov/
+
+# Git and version control
+.git/
+.gitignore
+.gitattributes
+.github/
+
+# Docker build scripts (not needed at runtime)
+docker_build.sh
+docker_push.sh
+docker_clean.sh
+docker_exec.sh
+docker_cmd.sh
+docker_bash.sh
+docker_jupyter.sh
+docker_name.sh
+run_jupyter.sh
+Dockerfile.*
+.dockerignore
+
+# Documentation
+README.md
+README.admin.md
+docs/
+*.md
+CHANGELOG.md
+LICENSE
+
+# Configuration and secrets
+.env.*
+.env.local
+.env.development
+.env.production
+.DS_Store
+Thumbs.db
+
+# Shell configuration
+.bashrc
+.bash_history
+.zshrc
+
+# Large data files (mount via volume instead)
+data/
+*.csv
+*.pkl
+*.h5
+*.parquet
+*.feather
+*.arrow
+*.npy
+*.npz
+
+# Generated images
+*.png
+*.jpg
+*.jpeg
+*.gif
+*.svg
+*.pdf
+
+# Test files and examples
+tests/
+test_*
+*_test.py
+tutorials/
+examples/
+
+# IDE and editor files
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+.project
+.pydevproject
+.settings/
+*.iml
+.sublime-project
+.sublime-workspace
+
+# Node and frontend (if applicable)
+node_modules/
+npm-debug.log
+yarn-error.log
+.npm
+
+# Requirements management
+requirements.in
+Pipfile
+Pipfile.lock
+poetry.lock
+setup.py
+setup.cfg
+
+# CI/CD configuration
+.gitlab-ci.yml
+.travis.yml
+Jenkinsfile
+.circleci/
+
+# Miscellaneous
+*.bak
+.venv.bak/
+*.whl
+*.tar.gz
+*.zip

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/.gitignore

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+.env
+venv/
+data/

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/Dockerfile

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+# Use Python 3.12 slim (already has Python and pip).
+FROM python:3.12-slim
+
+# Avoid interactive prompts during apt operations.
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install system dependencies including build tools for shap.
+RUN apt-get update && apt-get install -y \
+    ca-certificates \
+    build-essential \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install project specific packages.
+RUN mkdir -p /install
+COPY requirements.txt /install/requirements.txt
+RUN pip install --upgrade pip && \
+    pip install --no-cache-dir jupyterlab jupyterlab_vim jupytext -r /install/requirements.txt
+
+# Config.
+COPY etc_sudoers /install/
+COPY etc_sudoers /etc/sudoers
+COPY bashrc /root/.bashrc
+
+# Report package versions.
+COPY version.sh /install/
+RUN /install/version.sh 2>&1 | tee version.log
+
+# Jupyter.
+EXPOSE 8888
+
+CMD ["/bin/bash"]

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/Dockerfile.python_slim

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+# Use Python 3.12 slim (already has Python and pip).
+FROM python:3.12-slim
+
+# Avoid interactive prompts during apt operations.
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install CA certificates (needed for HTTPS).
+RUN apt-get update && apt-get install -y \
+    ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install project specific packages.
+RUN mkdir -p /install
+COPY requirements.txt /install/requirements.txt
+RUN pip install --upgrade pip && \
+    pip install --no-cache-dir jupyterlab jupyterlab_vim jupytext -r /install/requirements.txt
+
+# Config.
+COPY etc_sudoers /install/
+COPY etc_sudoers /etc/sudoers
+COPY bashrc /root/.bashrc
+
+# Report package versions.
+COPY version.sh /install/
+RUN /install/version.sh 2>&1 | tee version.log
+
+# Jupyter.
+EXPOSE 8888

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/Dockerfile.ubuntu

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+FROM ubuntu:24.04
+ENV DEBIAN_FRONTEND noninteractive
+
+# Install system utilities and Python in a single layer.
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends \
+      sudo \
+      curl \
+      git \
+      build-essential \
+      python3 \
+      python3-pip \
+      python3-dev \
+      python3-venv \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create virtual environment.
+RUN python3 -m venv /opt/venv
+
+# Make the venv the default Python.
+ENV PATH="/opt/venv/bin:$PATH"
+
+# Install project specific packages.
+RUN mkdir /install
+COPY requirements.txt /install/requirements.txt
+RUN pip install --upgrade pip && \
+    pip install --no-cache-dir jupyterlab jupyterlab_vim jupytext -r /install/requirements.txt
+
+# Config.
+COPY etc_sudoers /install/
+COPY etc_sudoers /etc/sudoers
+COPY bashrc /root/.bashrc
+
+# Report package versions.
+COPY version.sh /install/
+RUN /install/version.sh 2>&1 | tee version.log
+
+# Jupyter.
+EXPOSE 8888

class_project/data605/Spring2026/projects/UmdTask453_DATA605_Spring2026_Darts/Dockerfile.uv

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+FROM ubuntu:24.04
+ENV DEBIAN_FRONTEND noninteractive
+
+# Install system utilities and Python in a single layer.
+RUN apt-get update && \
+  apt-get upgrade -y && \
+  apt-get install -y --no-install-recommends \
+    sudo \
+    curl \
+    git \
+    build-essential \
+    python3 \
+    python3-pip \
+    python3-dev \
+    python3-venv \
+    libgomp1 \
+    g++ \
+  && rm -rf /var/lib/apt/lists/*
+
+# Install uv for package management.
+RUN curl -LsSf https://astral.sh/uv/install.sh | sh
+ENV PATH="/root/.local/bin:$PATH"
+
+# Install project specific packages using uv.
+COPY pyproject.toml uv.lock /app/
+WORKDIR /app
+RUN uv sync
+ENV PATH="/app/.venv/bin:$PATH"
+
+# Install Jupyter.
+RUN pip install --upgrade pip && \
+    pip install --no-cache-dir jupyterlab jupyterlab_vim jupytext
+
+# Copy project files.
+COPY . /app
+
+RUN mkdir /install
+
+# Config.
+COPY etc_sudoers /install/
+COPY etc_sudoers /etc/sudoers
+COPY bashrc /root/.bashrc
+
+# Report package versions.
+COPY version.sh /install/
+RUN /install/version.sh 2>&1 | tee version.log
+
+# Jupyter.
+EXPOSE 8888