From 97bca9b220c9f52bec5f9bc67ec106f99013a1f5 Mon Sep 17 00:00:00 2001
From: SuhasSrinivasan <32346517+SuhasSrinivasan@users.noreply.github.com>
Date: Wed, 28 Jan 2026 11:22:08 -0800
Subject: [PATCH 1/5] Fix LD_LIBRARY_PATH export in BUILD_NOTES_tch.txt

Update LD_LIBRARY_PATH export format for compatibility.
---
 BUILD_NOTES_tch.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/BUILD_NOTES_tch.txt b/BUILD_NOTES_tch.txt
index 7fe0b15..2a2257f 100644
--- a/BUILD_NOTES_tch.txt
+++ b/BUILD_NOTES_tch.txt
@@ -9,7 +9,7 @@ Then set the following environment variables:
 
 export LIBTORCH={path/to/}libtorch
 export DYLD_LIBRARY_PATH=${LIBTORCH}/lib
-export LD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}
+export LD_LIBRARY_PATH="${LD_LIBRARY_PATH:+${LD_LIBRARY_PATH}:}${DYLD_LIBRARY_PATH}"
 
 You can check that everything is working by running `modkit open-chromatin predict <args> --dryrun`.
 

From fa5d7aa761efd0ead3999382c0ee8a23d4e466e6 Mon Sep 17 00:00:00 2001
From: SuhasSrinivasan <32346517+SuhasSrinivasan@users.noreply.github.com>
Date: Mon, 2 Feb 2026 14:23:16 -0800
Subject: [PATCH 2/5] Adding image version with no alpha

---
 docs/images/chromatin_stenciling_3_no_alpha.png | Bin 0 -> 97791 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 docs/images/chromatin_stenciling_3_no_alpha.png

diff --git a/docs/images/chromatin_stenciling_3_no_alpha.png b/docs/images/chromatin_stenciling_3_no_alpha.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e49e2923b380fe2491f7b28ad3c161132a6cc95
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HcmV?d00001


From a8f1c2f860ca382916e67534b7cc21c9a1786e4a Mon Sep 17 00:00:00 2001
From: SuhasSrinivasan <32346517+SuhasSrinivasan@users.noreply.github.com>
Date: Mon, 2 Feb 2026 14:24:40 -0800
Subject: [PATCH 3/5] Adding image version with no alpha

---
 docs/intro_open_chromatin.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/intro_open_chromatin.html b/docs/intro_open_chromatin.html
index e1f5a73..9e4c418 100644
--- a/docs/intro_open_chromatin.html
+++ b/docs/intro_open_chromatin.html
@@ -180,7 +180,7 @@ <h1 class="menu-title">Modkit</h1>
                         <h1 id="find-regions-of-accessible-chromatin"><a class="header" href="#find-regions-of-accessible-chromatin">Find regions of accessible chromatin</a></h1>
 <p>Nanopore sequencing can detect multiple base modifications simultaneously and we can leverage this capability by introducing exogenous base modifications at specific functional regions.
 One such method uses a 6mA methyltransferase such as EcoGII or Hia5 to label accessible regions of chromatinized DNA, usually by treatment of cell nuclei with the enzyme.</p>
-<p><img src="./images/chromatin_stenciling_3.png" title="Cartoon schematic showing exogenous 6mA introduced to regions of accessible chromatin" alt="Chromatin Accessibility treatment"></p>
+<p><img src="./images/chromatin_stenciling_3_no_alpha.png" title="Cartoon schematic showing exogenous 6mA introduced to regions of accessible chromatin" alt="Chromatin Accessibility treatment"></p>
 <h2 id="predict-regions-of-open-chromatin"><a class="header" href="#predict-regions-of-open-chromatin">Predict regions of open chromatin</a></h2>
 <p>Modkit comes with a machine learning model that has been trained to identify regions of open chromatin based on 6mA signal.
 You can invoke this model with the following command:</p>

From 97e691cb05b950f5930f69d92cc0be1d13cf24c6 Mon Sep 17 00:00:00 2001
From: SuhasSrinivasan <32346517+SuhasSrinivasan@users.noreply.github.com>
Date: Sun, 22 Mar 2026 20:52:26 -0700
Subject: [PATCH 4/5] Script to compile modkit for macOS

# What this script does:
#   0. Installs Xcode Command Line Tools
#   1. Installs Homebrew package manager
#   2. Installs rustup (Rust toolchain installer)
#   3. Installs Rust compiler (rustc) and Cargo build tool
#   4. Clones the modkit GitHub repository
#   5. Checks out the latest release version
#   6. Creates a Python virtual environment
#   7. Installs PyTorch in the virtual environment
#   8. Sets and verifies environment variables for libtorch
#   9. Builds modkit with macOS GPU (MPS) support
---
 mac_compile_modkit.sh | 742 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 742 insertions(+)
 create mode 100644 mac_compile_modkit.sh

diff --git a/mac_compile_modkit.sh b/mac_compile_modkit.sh
new file mode 100644
index 0000000..a193e37
--- /dev/null
+++ b/mac_compile_modkit.sh
@@ -0,0 +1,742 @@
+#!/bin/bash
+
+################################################################################
+# Modkit Compilation Script for macOS (Apple Silicon)
+################################################################################
+# This script automates the compilation of Oxford
+# Nanopore's modkit bioinformatics tool on macOS with GPU acceleration support.
+#
+# Prerequisites: Apple Silicon Mac running macOS 11 or later
+#
+# What this script does:
+#   0. Installs Xcode Command Line Tools
+#   1. Installs Homebrew package manager
+#   2. Installs rustup (Rust toolchain installer)
+#   3. Installs Rust compiler (rustc) and Cargo build tool
+#   4. Clones the modkit GitHub repository
+#   5. Checks out the latest release version
+#   6. Creates a Python virtual environment
+#   7. Installs PyTorch in the virtual environment
+#   8. Sets and verifies environment variables for libtorch
+#   9. Builds modkit with macOS GPU (MPS) support
+#
+# Usage:
+#   bash mac_compile_modkit.sh <installation_directory> [modkit_version]
+#
+# Examples:
+#   bash mac_compile_modkit.sh /path/to/install          # Install latest version to location
+#   bash mac_compile_modkit.sh ~/tools v0.5.0            # Install specific version to location
+#
+################################################################################
+
+set -euo pipefail  # Exit on error, undefined variables, and pipe failures
+
+################################################################################
+# Configuration
+################################################################################
+
+# Installation directory (mandatory)
+if [[ $# -lt 1 ]]; then
+    echo "Usage: bash $0 <installation_directory> [modkit_version]"
+    echo "  installation_directory: Required. Path where modkit will be installed."
+    echo "  modkit_version:         Optional. Git tag to checkout (default: latest)."
+    exit 1
+fi
+INSTALL_DIR="$1"
+
+# Modkit version to install (default: latest release)
+MODKIT_VERSION="${2:-latest}"
+
+# Colors for output
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m' # No Color
+
+################################################################################
+# Helper Functions
+################################################################################
+
+print_step() {
+    echo ""
+    echo -e "${BLUE}===================================================================${NC}"
+    echo -e "${BLUE}STEP $1: $2${NC}"
+    echo -e "${BLUE}===================================================================${NC}"
+}
+
+print_success() {
+    echo -e "${GREEN}✓ $1${NC}"
+}
+
+print_warning() {
+    echo -e "${YELLOW}⚠ $1${NC}"
+}
+
+print_error() {
+    echo -e "${RED}✗ Error: $1${NC}"
+}
+
+command_exists() {
+    command -v "$1" &> /dev/null
+}
+
+press_enter_to_continue() {
+    echo ""
+    read -p "Press Enter to continue..."
+}
+
+################################################################################
+# STEP 0: Install Xcode Command Line Tools
+################################################################################
+
+install_xcode_tools() {
+    print_step 0 "Installing Xcode Command Line Tools"
+    
+    if xcode-select -p &> /dev/null; then
+        print_success "Xcode Command Line Tools already installed at: $(xcode-select -p)"
+    else
+        echo "Installing Xcode Command Line Tools..."
+        echo "A dialog will appear - please click 'Install' and wait for completion."
+        xcode-select --install
+        
+        echo ""
+        echo "Waiting for Xcode Command Line Tools installation to complete..."
+        echo "This may take several minutes."
+        
+        # Wait for installation to complete
+        while ! xcode-select -p &> /dev/null; do
+            sleep 5
+        done
+        
+        print_success "Xcode Command Line Tools installed successfully"
+    fi
+    
+    # Verify installation
+    if xcode-select -p &> /dev/null; then
+        print_success "Verification: Xcode tools are available"
+    else
+        print_error "Xcode Command Line Tools installation failed"
+        exit 1
+    fi
+}
+
+################################################################################
+# STEP 1: Install Homebrew
+################################################################################
+
+install_homebrew() {
+    print_step 1 "Installing Homebrew Package Manager"
+    
+    if command_exists brew; then
+        print_success "Homebrew already installed at: $(which brew)"
+        echo "Current version: $(brew --version | head -n1)"
+    else
+        echo "Installing Homebrew..."
+        /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
+        
+        # Add Homebrew to PATH based on architecture
+        if [[ $(uname -m) == "arm64" ]]; then
+            # Apple Silicon
+            echo 'eval "$(/opt/homebrew/bin/brew shellenv)"' >> "${HOME}/.zprofile"
+            eval "$(/opt/homebrew/bin/brew shellenv)"
+        else
+            # Intel
+            echo 'eval "$(/usr/local/bin/brew shellenv)"' >> "${HOME}/.zprofile"
+            eval "$(/usr/local/bin/brew shellenv)"
+        fi
+        
+        print_success "Homebrew installed successfully"
+    fi
+    
+    # Verify installation
+    if command_exists brew; then
+        print_success "Verification: Homebrew is available"
+        brew --version
+    else
+        print_error "Homebrew installation failed"
+        exit 1
+    fi
+}
+
+################################################################################
+# STEP 2: Install rustup using Homebrew
+################################################################################
+
+install_rustup() {
+    print_step 2 "Installing rustup (Rust Toolchain Installer)"
+    
+    if command_exists rustup; then
+        print_success "rustup already installed at: $(which rustup)"
+        echo "Current version: $(rustup --version)"
+    else
+        echo "Installing rustup via Homebrew..."
+        brew install rustup-init
+        print_success "rustup package installed via Homebrew"
+    fi
+}
+
+################################################################################
+# STEP 3: Install Rust and Cargo using rustup
+################################################################################
+
+install_rust_cargo() {
+    print_step 3 "Installing Rust Compiler and Cargo Build Tool"
+    
+    if command_exists rustc && command_exists cargo; then
+        print_success "Rust and Cargo already installed"
+        echo "  rustc version: $(rustc --version)"
+        echo "  cargo version: $(cargo --version)"
+    else
+        echo "Running rustup-init to install Rust toolchain..."
+        rustup-init -y --default-toolchain stable
+        
+        # Source cargo environment
+        source "${HOME}/.cargo/env"
+        
+        print_success "Rust toolchain installed successfully"
+    fi
+    
+    # Ensure cargo is in PATH for current session
+    if [[ -f "${HOME}/.cargo/env" ]]; then
+        source "${HOME}/.cargo/env"
+    fi
+    
+    # Verify installation
+    if command_exists rustc && command_exists cargo; then
+        print_success "Verification: Rust and Cargo are available"
+        echo "  rustc: $(which rustc) - $(rustc --version)"
+        echo "  cargo: $(which cargo) - $(cargo --version)"
+    else
+        print_error "Rust/Cargo installation failed"
+        echo "Please run: source ${HOME}/.cargo/env"
+        exit 1
+    fi
+}
+
+################################################################################
+# STEP 4: Clone Modkit GitHub Repository
+################################################################################
+
+clone_modkit_repo() {
+    print_step 4 "Cloning Modkit GitHub Repository"
+    
+    # Create installation directory
+    mkdir -p "${INSTALL_DIR}"
+    cd "${INSTALL_DIR}"
+    
+    MODKIT_REPO_DIR="${INSTALL_DIR}/modkit"
+    
+    if [[ -d "${MODKIT_REPO_DIR}/.git" ]]; then
+        print_warning "Modkit repository already exists at: ${MODKIT_REPO_DIR}"
+        echo "Updating existing repository..."
+        cd "${MODKIT_REPO_DIR}"
+        git fetch --all --tags
+        print_success "Repository updated"
+    else
+        echo "Cloning modkit repository..."
+        git clone https://github.com/nanoporetech/modkit.git
+        cd modkit
+        print_success "Repository cloned successfully"
+    fi
+    
+    # Verify clone
+    if [[ -d "${MODKIT_REPO_DIR}/.git" ]]; then
+        print_success "Verification: Repository available at ${MODKIT_REPO_DIR}"
+    else
+        print_error "Failed to clone modkit repository"
+        exit 1
+    fi
+}
+
+################################################################################
+# STEP 5: Checkout Latest Release (or specified version)
+################################################################################
+
+checkout_version() {
+    print_step 5 "Checking Out Modkit Version"
+    
+    cd "${MODKIT_REPO_DIR}"
+    
+    if [[ "${MODKIT_VERSION}" == "latest" ]]; then
+        # Get the latest release tag
+        echo "Fetching latest release version..."
+        LATEST_TAG=$(git describe --tags "$(git rev-list --tags --max-count=1)" 2>/dev/null || echo "")
+        
+        if [[ -z "${LATEST_TAG}" ]]; then
+            print_warning "No release tags found, using main branch"
+            git checkout main
+            git pull origin main
+            MODKIT_VERSION="main"
+        else
+            echo "Latest release: ${LATEST_TAG}"
+            git checkout "${LATEST_TAG}"
+            MODKIT_VERSION="${LATEST_TAG}"
+        fi
+    else
+        echo "Checking out version: ${MODKIT_VERSION}"
+        git checkout "${MODKIT_VERSION}"
+    fi
+    
+    print_success "Using modkit version: ${MODKIT_VERSION}"
+    
+    # Show current commit
+    echo "Current commit: $(git rev-parse --short HEAD)"
+}
+
+################################################################################
+# STEP 6: Create Python Virtual Environment
+################################################################################
+
+create_venv() {
+    print_step 6 "Creating Python Virtual Environment"
+    
+    VENV_DIR="${INSTALL_DIR}/venv_modkit"
+    
+    echo "Using Python: $(which python3) - $(python3 --version)"
+    
+    if [[ -d "${VENV_DIR}" ]]; then
+        print_warning "Virtual environment already exists at: ${VENV_DIR}"
+        echo "Using existing virtual environment"
+    else
+        echo "Creating virtual environment at: ${VENV_DIR}"
+        python3 -m venv "${VENV_DIR}"
+        print_success "Virtual environment created"
+    fi
+    
+    # Verify virtual environment
+    if [[ -f "${VENV_DIR}/bin/activate" ]]; then
+        print_success "Verification: Virtual environment ready"
+    else
+        print_error "Failed to create virtual environment"
+        exit 1
+    fi
+}
+
+################################################################################
+# STEP 7: Activate Environment and Install PyTorch
+################################################################################
+
+install_pytorch() {
+    print_step 7 "Installing PyTorch in Virtual Environment"
+    
+    # Deactivate conda base environment if active, to avoid conflicts with pip
+    if command_exists conda; then
+        print_warning "Conda detected. Deactivating conda base environment to avoid conflicts..."
+        eval "$(conda shell.bash hook)"
+        conda deactivate 2>/dev/null || true
+        print_success "Conda base environment deactivated"
+    fi
+    
+    # Activate virtual environment
+    echo "Activating virtual environment..."
+    source "${VENV_DIR}/bin/activate"
+    
+    print_success "Virtual environment activated: ${VIRTUAL_ENV}"
+    
+    # Install PyTorch
+    echo "Installing PyTorch and NumPy and dependencies (this may take a few minutes)..."
+    pip3 install torch numpy
+    
+    print_success "PyTorch and NumPy installed successfully"
+    
+    # Verify PyTorch installation
+    echo "Verifying PyTorch installation..."
+    python3 -c "import torch; print(f'PyTorch version: {torch.__version__}')" || {
+        print_error "PyTorch verification failed"
+        exit 1
+    }
+    
+    # Check MPS (Metal Performance Shaders) availability for Apple Silicon
+    if [[ $(uname -m) == "arm64" ]]; then
+        echo "Checking Metal Performance Shaders (GPU) support..."
+        python3 -c "import torch; print(f'MPS available: {torch.backends.mps.is_available()}')"
+    fi
+    
+    print_success "Verification: PyTorch is working correctly"
+}
+
+################################################################################
+# STEP 8: Set and Verify Environment Variables
+################################################################################
+
+setup_environment_variables() {
+    print_step 8 "Setting Up Environment Variables for libtorch"
+    
+    SETUP_SCRIPT="${INSTALL_DIR}/setup_modkit_env.sh"
+    
+    # Generate the environment setup script at the installation directory
+    echo "Generating environment setup script at: ${SETUP_SCRIPT}"
+    cat > "${SETUP_SCRIPT}" << 'SETUP_EOF'
+#!/bin/bash
+################################################################################
+# Modkit Environment Setup Script
+################################################################################
+#
+# This script sets up the environment variables required to run modkit
+# compiled with PyTorch (libtorch) and macOS GPU (MPS) support.
+#
+# IMPORTANT: This script must be SOURCED, not executed, so that the
+# environment variables persist in your current shell session.
+#
+# Usage:
+#   source setup_modkit_env.sh <installation_directory>
+#
+# Arguments:
+#   installation_directory: Required. The path used during modkit installation
+#                           (the same path passed to mac_compile_modkit.sh).
+#
+# Examples:
+#   source setup_modkit_env.sh /path/to/install
+#   source setup_modkit_env.sh ~/tools
+#
+# What this script does:
+#   1. Deactivates any active conda environment to avoid conflicts
+#   2. Activates the Python virtual environment (venv_modkit)
+#   3. Detects the Python version inside the virtual environment
+#   4. Exports LIBTORCH_USE_PYTORCH, LIBTORCH, DYLD_LIBRARY_PATH, LD_LIBRARY_PATH
+#   5. Adds the modkit binary directory to PATH
+#   6. Verifies that all required paths exist
+#
+# After sourcing, you can run modkit directly:
+#   modkit --version
+#   modkit pileup input.bam output.bed
+#   modkit open-chromatin predict --device mps -i input.bam -o output.bed
+#
+################################################################################
+
+# Detect if script is being sourced or executed directly
+if [[ "${BASH_SOURCE[0]}" == "${0}" ]]; then
+    echo "Error: This script must be sourced, not executed."
+    echo "Usage: source ${0} <installation_directory>"
+    exit 1
+fi
+
+# Check for mandatory argument
+if [[ $# -lt 1 ]]; then
+    echo "Usage: source setup_modkit_env.sh <installation_directory>"
+    echo "  installation_directory: Required. Path used during modkit installation."
+    return 1
+fi
+
+MODKIT_INSTALL_DIR="$1"
+
+################################################################################
+# Validate installation directory
+################################################################################
+
+if [[ ! -d "${MODKIT_INSTALL_DIR}" ]]; then
+    echo "Error: Installation directory not found: ${MODKIT_INSTALL_DIR}"
+    return 1
+fi
+
+MODKIT_VENV_DIR="${MODKIT_INSTALL_DIR}/venv_modkit"
+MODKIT_REPO_DIR="${MODKIT_INSTALL_DIR}/modkit"
+MODKIT_BINARY="${MODKIT_REPO_DIR}/target/release/modkit"
+
+if [[ ! -d "${MODKIT_VENV_DIR}" ]]; then
+    echo "Error: Virtual environment not found: ${MODKIT_VENV_DIR}"
+    echo "Has modkit been installed to ${MODKIT_INSTALL_DIR}?"
+    return 1
+fi
+
+if [[ ! -f "${MODKIT_BINARY}" ]]; then
+    echo "Warning: modkit binary not found at: ${MODKIT_BINARY}"
+    echo "The environment will be set up, but modkit may not be runnable."
+fi
+
+################################################################################
+# Step 1: Deactivate conda if active
+################################################################################
+
+if command -v conda &> /dev/null; then
+    if [[ -n "${CONDA_DEFAULT_ENV:-}" ]]; then
+        echo "Deactivating conda environment '${CONDA_DEFAULT_ENV}' to avoid conflicts..."
+        eval "$(conda shell.bash hook)"
+        conda deactivate 2>/dev/null || true
+    fi
+fi
+
+################################################################################
+# Step 2: Activate the Python virtual environment
+################################################################################
+
+echo "Activating virtual environment: ${MODKIT_VENV_DIR}"
+source "${MODKIT_VENV_DIR}/bin/activate"
+
+################################################################################
+# Step 3: Detect Python version and set environment variables
+################################################################################
+
+MODKIT_PYTHON_VER=$(python3 -c "import sys; print(f'python{sys.version_info.major}.{sys.version_info.minor}')")
+
+export LIBTORCH_USE_PYTORCH=1
+export LIBTORCH_BYPASS_VERSION_CHECK=1
+export LIBTORCH="${MODKIT_VENV_DIR}/lib/${MODKIT_PYTHON_VER}/site-packages/torch"
+export DYLD_LIBRARY_PATH="${LIBTORCH}/lib"
+export LD_LIBRARY_PATH="${LD_LIBRARY_PATH:-}:${DYLD_LIBRARY_PATH}"
+
+################################################################################
+# Step 4: Add modkit binary to PATH
+################################################################################
+
+export PATH="${MODKIT_REPO_DIR}/target/release:${PATH}"
+
+################################################################################
+# Step 5: Verify setup
+################################################################################
+
+echo ""
+echo "Modkit environment configured:"
+echo "  LIBTORCH_USE_PYTORCH          = ${LIBTORCH_USE_PYTORCH}"
+echo "  LIBTORCH_BYPASS_VERSION_CHECK = ${LIBTORCH_BYPASS_VERSION_CHECK}"
+echo "  LIBTORCH                      = ${LIBTORCH}"
+echo "  DYLD_LIBRARY_PATH             = ${DYLD_LIBRARY_PATH}"
+echo "  Python                        = $(which python3) (${MODKIT_PYTHON_VER})"
+
+if [[ -d "${LIBTORCH}" ]]; then
+    echo "  libtorch path                 = OK"
+else
+    echo "  WARNING: LIBTORCH path does not exist: ${LIBTORCH}"
+fi
+
+if [[ -f "${MODKIT_BINARY}" ]]; then
+    echo "  modkit binary                 = ${MODKIT_BINARY}"
+    echo ""
+    echo "Ready. Run 'modkit --version' to verify."
+else
+    echo "  modkit binary                 = NOT FOUND"
+    echo ""
+    echo "Environment variables are set, but modkit binary is missing."
+    echo "You may need to compile modkit first."
+fi
+
+# Clean up local variables to avoid polluting the caller's namespace
+unset MODKIT_INSTALL_DIR MODKIT_VENV_DIR MODKIT_REPO_DIR MODKIT_BINARY MODKIT_PYTHON_VER
+SETUP_EOF
+
+    chmod +x "${SETUP_SCRIPT}"
+    print_success "Environment setup script generated at: ${SETUP_SCRIPT}"
+    
+    # Source the generated script to configure the current session
+    echo "Sourcing environment setup script..."
+    # Save variables that the setup script's cleanup will unset
+    local SAVED_MODKIT_REPO_DIR="${MODKIT_REPO_DIR}"
+    local SAVED_VENV_DIR="${VENV_DIR}"
+    
+    source "${SETUP_SCRIPT}" "${INSTALL_DIR}"
+    
+    # Restore variables needed by subsequent build steps
+    MODKIT_REPO_DIR="${SAVED_MODKIT_REPO_DIR}"
+    VENV_DIR="${SAVED_VENV_DIR}"
+    
+    # Additional verification of paths
+    echo ""
+    echo "Verifying paths..."
+    
+    if [[ -d "${LIBTORCH}" ]]; then
+        print_success "LIBTORCH path exists: ${LIBTORCH}"
+    else
+        print_error "LIBTORCH path not found: ${LIBTORCH}"
+        exit 1
+    fi
+    
+    if [[ -d "${LIBTORCH}/lib" ]]; then
+        print_success "libtorch libraries found"
+        echo "Sample libraries:"
+        ls "${LIBTORCH}/lib" | grep -E "\.dylib$" | head -5
+    else
+        print_error "libtorch lib directory not found"
+        exit 1
+    fi
+    
+    echo ""
+    echo "To set up this environment in a new terminal session, run:"
+    echo "  source ${SETUP_SCRIPT} ${INSTALL_DIR}"
+}
+
+################################################################################
+# STEP 9: Build Modkit with macOS GPU Support (continued)
+################################################################################
+
+build_modkit() {
+    print_step 9 "Building Modkit with macOS GPU (MPS) Support"
+    
+    cd "${MODKIT_REPO_DIR}"
+    
+    echo "Build configuration:"
+    echo "  Features: accelerate,tch"
+    echo "  Mode: release (optimized)"
+    echo "  GPU Support: Metal Performance Shaders (MPS)"
+    echo "  Architecture: $(uname -m)"
+    echo ""
+    echo "This will take several minutes (5-15 minutes depending on your Mac)..."
+    echo "Please be patient while Cargo compiles modkit and its dependencies."
+    echo ""
+    
+    # Run cargo build
+    if cargo build --release --features accelerate,tch; then
+        print_success "Modkit compiled successfully!"
+    else
+        print_error "Compilation failed"
+        echo ""
+        echo "Troubleshooting tips:"
+        echo "  1. Ensure all environment variables are set correctly"
+        echo "  2. Check that PyTorch is installed: pip3 list | grep torch"
+        echo "  3. Try cleaning and rebuilding: cargo clean && cargo build --release --features accelerate,tch"
+        exit 1
+    fi
+    
+    # Verify binary was created
+    MODKIT_BINARY="${MODKIT_REPO_DIR}/target/release/modkit"
+    
+    if [[ -f "${MODKIT_BINARY}" ]]; then
+        print_success "Binary created at: ${MODKIT_BINARY}"
+        
+        # Get file size
+        BINARY_SIZE=$(du -h "${MODKIT_BINARY}" | cut -f1)
+        echo "  Binary size: ${BINARY_SIZE}"
+        
+        # Test binary
+        echo ""
+        echo "Testing modkit binary..."
+        if "${MODKIT_BINARY}" --version; then
+            print_success "Modkit is working correctly!"
+        else
+            print_warning "Binary exists but version check failed"
+            echo "You may need to set DYLD_LIBRARY_PATH when running modkit"
+        fi
+        
+        # Check available subcommands
+        echo ""
+        echo "Available modkit commands:"
+        "${MODKIT_BINARY}" --help | grep -A 20 "SUBCOMMANDS:" || true
+        
+    else
+        print_error "Binary not found at expected location: ${MODKIT_BINARY}"
+        exit 1
+    fi
+}
+
+################################################################################
+# Save Installation Info
+################################################################################
+
+save_installation_info() {
+    INFO_FILE="${INSTALL_DIR}/installation_info.txt"
+    SETUP_SCRIPT="${INSTALL_DIR}/setup_modkit_env.sh"
+    
+    cat > "${INFO_FILE}" << EOF
+Modkit Installation Information
+================================
+
+Installation Date: $(date)
+macOS Version: $(sw_vers -productVersion)
+Architecture: $(uname -m)
+Hostname: $(hostname)
+
+Installation Paths:
+-------------------
+Installation Directory: ${INSTALL_DIR}
+Modkit Repository: ${MODKIT_REPO_DIR}
+Modkit Binary: ${MODKIT_REPO_DIR}/target/release/modkit
+Virtual Environment: ${VENV_DIR}
+Environment Setup Script: ${SETUP_SCRIPT}
+
+Versions:
+---------
+Modkit Version: ${MODKIT_VERSION}
+Rust Version: $(rustc --version)
+Cargo Version: $(cargo --version)
+Python Version: $(python3 --version)
+PyTorch Version: $(python3 -c "import torch; print(torch.__version__)" 2>/dev/null || echo "Unknown")
+
+Quick Start:
+-----------
+source ${SETUP_SCRIPT} ${INSTALL_DIR}
+modkit --version
+
+For detailed usage instructions, run:
+modkit --help
+EOF
+    
+    echo "Installation information saved to: ${INFO_FILE}"
+}
+
+################################################################################
+# Main Installation Flow
+################################################################################
+
+main() {
+    echo ""
+    echo -e "${BLUE}###################################################################${NC}"
+    echo -e "${BLUE}#                                                                 #${NC}"
+    echo -e "${BLUE}#        Modkit Installation Script for macOS                     #${NC}"
+    echo -e "${BLUE}#                                                                 #${NC}"
+    echo -e "${BLUE}###################################################################${NC}"
+    echo ""
+    echo "This script will install and compile modkit with GPU support."
+    echo ""
+    echo "Installation directory: ${INSTALL_DIR}"
+    echo "Modkit version: ${MODKIT_VERSION}"
+    echo ""
+    echo "The installation process includes 9 steps and may take 15-30 minutes."
+    echo ""
+    
+    # Confirm before proceeding
+    read -p "Continue with installation? (y/n): " -n 1 -r
+    echo ""
+    if [[ ! $REPLY =~ ^[Yy]$ ]]; then
+        echo "Installation cancelled."
+        exit 0
+    fi
+    
+    # Record start time
+    START_TIME=$(date +%s)
+    
+    # Execute installation steps
+    install_xcode_tools
+    install_homebrew
+    install_rustup
+    install_rust_cargo
+    clone_modkit_repo
+    checkout_version
+    create_venv
+    install_pytorch
+    setup_environment_variables
+    build_modkit
+    
+    # Save installation info
+    save_installation_info
+    
+    # Calculate installation time
+    END_TIME=$(date +%s)
+    DURATION=$((END_TIME - START_TIME))
+    MINUTES=$((DURATION / 60))
+    REMAINING_SECONDS=$((DURATION % 60))
+    
+    echo ""
+    echo -e "${GREEN}Total installation time: ${MINUTES} minutes ${REMAINING_SECONDS} seconds${NC}"
+    echo ""
+    
+}
+
+################################################################################
+# Script Entry Point
+################################################################################
+
+# Check if running on macOS
+if [[ "$(uname -s)" != "Darwin" ]]; then
+    print_error "This script is designed for macOS only"
+    echo "Detected OS: $(uname -s)"
+    exit 1
+fi
+
+# Check macOS version
+MACOS_VERSION=$(sw_vers -productVersion)
+echo "Detected macOS version: ${MACOS_VERSION}"
+
+# Run main installation
+main
+
+exit 0
\ No newline at end of file

From b37dcc68c97476293d3905008aea5be221218fb5 Mon Sep 17 00:00:00 2001
From: SuhasSrinivasan <32346517+SuhasSrinivasan@users.noreply.github.com>
Date: Sun, 22 Mar 2026 21:15:05 -0700
Subject: [PATCH 5/5] Enhance installation script for Xcode and Homebrew

Updated installation messages and added timeout handling for Xcode Command Line Tools. Improved Homebrew path setup and ensured compatibility checks for macOS version.
---
 mac_compile_modkit.sh | 62 +++++++++++++++++++++++++++++++++----------
 1 file changed, 48 insertions(+), 14 deletions(-)

diff --git a/mac_compile_modkit.sh b/mac_compile_modkit.sh
index a193e37..b3b864d 100644
--- a/mac_compile_modkit.sh
+++ b/mac_compile_modkit.sh
@@ -102,11 +102,23 @@ install_xcode_tools() {
         
         echo ""
         echo "Waiting for Xcode Command Line Tools installation to complete..."
-        echo "This may take several minutes."
+        echo "This may take several minutes (timeout: 10 minutes)."
         
-        # Wait for installation to complete
+        # Wait for installation to complete with a timeout
+        local MAX_WAIT=600  # 10 minutes in seconds
+        local WAITED=0
         while ! xcode-select -p &> /dev/null; do
             sleep 5
+            WAITED=$((WAITED + 5))
+            if [[ ${WAITED} -ge ${MAX_WAIT} ]]; then
+                print_error "Timed out waiting for Xcode Command Line Tools installation"
+                echo "Please try one of the following:"
+                echo "  1. Re-run: xcode-select --install"
+                echo "  2. Install via: System Settings > Software Update"
+                echo "  3. Download from: https://developer.apple.com/download/more/"
+                echo "Then re-run this script."
+                exit 1
+            fi
         done
         
         print_success "Xcode Command Line Tools installed successfully"
@@ -135,14 +147,20 @@ install_homebrew() {
         echo "Installing Homebrew..."
         /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
         
-        # Add Homebrew to PATH based on architecture
+        # Add Homebrew to PATH based on architecture (only if not already in .zprofile)
         if [[ $(uname -m) == "arm64" ]]; then
             # Apple Silicon
-            echo 'eval "$(/opt/homebrew/bin/brew shellenv)"' >> "${HOME}/.zprofile"
+            local BREW_LINE='eval "$(/opt/homebrew/bin/brew shellenv)"'
+            if ! grep -qF "${BREW_LINE}" "${HOME}/.zprofile" 2>/dev/null; then
+                echo "${BREW_LINE}" >> "${HOME}/.zprofile"
+            fi
             eval "$(/opt/homebrew/bin/brew shellenv)"
         else
             # Intel
-            echo 'eval "$(/usr/local/bin/brew shellenv)"' >> "${HOME}/.zprofile"
+            local BREW_LINE='eval "$(/usr/local/bin/brew shellenv)"'
+            if ! grep -qF "${BREW_LINE}" "${HOME}/.zprofile" 2>/dev/null; then
+                echo "${BREW_LINE}" >> "${HOME}/.zprofile"
+            fi
             eval "$(/usr/local/bin/brew shellenv)"
         fi
         
@@ -169,10 +187,13 @@ install_rustup() {
     if command_exists rustup; then
         print_success "rustup already installed at: $(which rustup)"
         echo "Current version: $(rustup --version)"
+    elif command_exists rustup-init; then
+        print_success "rustup-init already available at: $(which rustup-init)"
+        echo "Will be used in the next step to install the Rust toolchain."
     else
-        echo "Installing rustup via Homebrew..."
+        echo "Installing rustup-init via Homebrew..."
         brew install rustup-init
-        print_success "rustup package installed via Homebrew"
+        print_success "rustup-init installed via Homebrew"
     fi
 }
 
@@ -259,9 +280,14 @@ checkout_version() {
     cd "${MODKIT_REPO_DIR}"
     
     if [[ "${MODKIT_VERSION}" == "latest" ]]; then
-        # Get the latest release tag
+        # Get the latest release tag by semantic version (sorted by version, descending)
         echo "Fetching latest release version..."
-        LATEST_TAG=$(git describe --tags "$(git rev-list --tags --max-count=1)" 2>/dev/null || echo "")
+        LATEST_TAG=$(git tag -l "v*" --sort=-v:refname 2>/dev/null | head -n1 || echo "")
+        
+        if [[ -z "${LATEST_TAG}" ]]; then
+            # Fallback: try all tags if no v* tags exist
+            LATEST_TAG=$(git tag --sort=-v:refname 2>/dev/null | head -n1 || echo "")
+        fi
         
         if [[ -z "${LATEST_TAG}" ]]; then
             print_warning "No release tags found, using main branch"
@@ -474,7 +500,7 @@ export LIBTORCH_USE_PYTORCH=1
 export LIBTORCH_BYPASS_VERSION_CHECK=1
 export LIBTORCH="${MODKIT_VENV_DIR}/lib/${MODKIT_PYTHON_VER}/site-packages/torch"
 export DYLD_LIBRARY_PATH="${LIBTORCH}/lib"
-export LD_LIBRARY_PATH="${LD_LIBRARY_PATH:-}:${DYLD_LIBRARY_PATH}"
+export LD_LIBRARY_PATH="${LD_LIBRARY_PATH:+${LD_LIBRARY_PATH}:}${DYLD_LIBRARY_PATH}"
 
 ################################################################################
 # Step 4: Add modkit binary to PATH
@@ -552,7 +578,7 @@ SETUP_EOF
     
     echo ""
     echo "To set up this environment in a new terminal session, run:"
-    echo "  source ${SETUP_SCRIPT} ${INSTALL_DIR}"
+    echo "  source \"${SETUP_SCRIPT}\" \"${INSTALL_DIR}\""
 }
 
 ################################################################################
@@ -653,7 +679,7 @@ PyTorch Version: $(python3 -c "import torch; print(torch.__version__)" 2>/dev/nu
 
 Quick Start:
 -----------
-source ${SETUP_SCRIPT} ${INSTALL_DIR}
+source "${SETUP_SCRIPT}" "${INSTALL_DIR}"
 modkit --version
 
 For detailed usage instructions, run:
@@ -732,11 +758,19 @@ if [[ "$(uname -s)" != "Darwin" ]]; then
     exit 1
 fi
 
-# Check macOS version
+# Check macOS version (require 11.0+)
 MACOS_VERSION=$(sw_vers -productVersion)
 echo "Detected macOS version: ${MACOS_VERSION}"
 
+MACOS_MAJOR=$(echo "${MACOS_VERSION}" | cut -d. -f1)
+if [[ "${MACOS_MAJOR}" -lt 11 ]]; then
+    print_error "macOS 11 (Big Sur) or later is required for Metal GPU support"
+    echo "Detected macOS version: ${MACOS_VERSION} (major: ${MACOS_MAJOR})"
+    echo "Please upgrade your macOS before running this script."
+    exit 1
+fi
+
 # Run main installation
 main
 
-exit 0
\ No newline at end of file
+exit 0