OPF_SDP_ML

Project Environment Setup

This project requires Julia and Python with the following versions and dependencies.

---

Julia Environment

• Julia version: 1.11.6\
• Dependencies are fully specified in Project.toml and Manifest.toml.

Setup

From the project root directory:

julia --project=. -e 'using Pkg; Pkg.instantiate(); Pkg.precompile()'

This will install the exact versions of all Julia packages as locked in Manifest.toml.

To check your Julia setup:

julia --project=. -e 'using InteractiveUtils; versioninfo()'

---

Python Environment

• Python version: 3.11.6\
• Dependencies are listed in requirements.txt.

Setup

We recommend using a virtual environment:

# create and activate venv
python -m venv .venv
source .venv/bin/activate

# install dependencies
pip install -r requirements.txt

To check Python version:

python -V

---

Quick Start

Once both environments are set up:

# Run Julia script with project environment
julia --project=. src_jl/loaddate_gen_test.jl

If you need Python support inside Julia (via PyCall or PythonCall), ensure the correct Python environment is active or configured.

---

Notes

• Julia and Python versions are pinned to ensure reproducibility.\
• If you encounter issues with package resolution, delete Manifest.toml and re-run Pkg.instantiate(), though this may update to newer versions.\
• For GPU solvers (e.g., Gurobi), make sure the environment variables (like LD_LIBRARY_PATH) are properly set, as in the example above.