#include "geocode.h"

int main() {
    // Initialize GeoCode
    GeoCode* gc = geocode_init();
    
    // Create octahedron structure
    geometric_structure_t* octahedron = 
        geocode_createStructure(gc, STRUCTURE_OCTAHEDRON);
    
    printf("Created octahedron with %d vertices\n", 
           octahedron->vertex_count);
    
    // Convert to bit pattern
    uint64_t bit_pattern = geocode_convertToBits(gc, octahedron);
    
    printf("Octahedron bit pattern: 0x%016llX\n", bit_pattern);
    
    // Free resources
    geocode_freeStructure(gc, octahedron);
    geocode_free(gc);
    
    return 0;
}

import { GeoCode, GeometricStructure } from '@dragonfire/geocode-sdk';

// Initialize GeoCode
const geoCode = new GeoCode();

// Create different geometric structures
const structures = [
  geoCode.createStructure('hexagon'),  // 2D
  geoCode.createStructure('octahedron'), // 3D
  geoCode.createStructure('24-cell'),   // 4D
  geoCode.createStructure('120-cell')   // 5D
];

// Display information about each structure
structures.forEach(structure => {
  console.log(`Structure: ${structure.type}`);
  console.log(`Dimension: ${structure.dimension}`);
  console.log(`Vertices: ${structure.vertices.length}`);
  console.log(`Bit encoding: 0x${structure.bitEncoding.toString(16)}`);
  console.log('---');
});

// Visualize the octahedron (if in browser environment)
if (typeof window !== 'undefined') {
  const renderer = new GeoCode.Renderer('#canvas-container');
  renderer.visualize(structures[1]);
}

import dragonfire.geocode as gc
import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D

# Initialize GeoCode
geocode = gc.GeoCode()

# Create octahedron structure
octahedron = geocode.create_structure(gc.STRUCTURE_OCTAHEDRON)

# Visualize jitterbug transformation steps
fig = plt.figure(figsize=(15, 10))

for i, phase in enumerate([0.0, 0.25, 0.5, 0.75, 1.0]):
    # Apply jitterbug transformation from octahedron to icosahedron
    structure = geocode.apply_jitterbug(
        octahedron, 
        gc.JITTERBUG_ICOSAHEDRON, 
        phase
    )
    
    # Get vertices for visualization
    vertices = np.array(structure.get_vertices())
    
    # Create subplot
    ax = fig.add_subplot(1, 5, i+1, projection='3d')
    
    # Plot structure
    faces = structure.get_faces()
    for face in faces:
        face_verts = vertices[face]
        ax.plot_trisurf(
            face_verts[:, 0], 
            face_verts[:, 1], 
            face_verts[:, 2],
            alpha=0.7
        )
    
    ax.set_title(f'Phase: {phase:.2f}')
    ax.set_xlim([-1.5, 1.5])
    ax.set_ylim([-1.5, 1.5])
    ax.set_zlim([-1.5, 1.5])

plt.tight_layout()
plt.show()

#include "geocode.h"

// Demonstrate phi resonance optimization
void demonstratePhiResonance() {
    // Initialize GeoCode
    GeoCode* gc = geocode_init();
    
    // Original data array
    double original_data[] = {1.0, 3.0, 7.0, 12.0, 20.0, 33.0, 54.0};
    int data_length = 7;
    
    printf("Original data: ");
    for (int i = 0; i < data_length; i++) {
        printf("%.1f ", original_data[i]);
    }
    printf("\n");
    
    // Analyze phi resonance
    phi_metrics_t metrics = geocode_analyzePhiResonance(
        gc, original_data, data_length);
    
    printf("Original phi resonance: %.3f\n", metrics.resonance);
    
    // Optimize for phi resonance
    double* optimized_data = geocode_optimizeForPhiResonance(
        gc, original_data, data_length, 0.98, true);
    
    printf("Optimized data: ");
    for (int i = 0; i < data_length; i++) {
        printf("%.1f ", optimized_data[i]);
    }
    printf("\n");
    
    // Analyze optimized data
    phi_metrics_t optimized_metrics = geocode_analyzePhiResonance(
        gc, optimized_data, data_length);
    
    printf("Optimized phi resonance: %.3f\n", 
           optimized_metrics.resonance);
    
    // Free resources
    free(optimized_data);
    geocode_free(gc);
}

// Demonstrate dimensional transformation
void demonstrateDimensionalTransformation() {
    // Initialize GeoCode
    GeoCode* gc = geocode_init();
    
    // Create octahedron structure (3D)
    geometric_structure_t* structure = 
        geocode_createStructure(gc, STRUCTURE_OCTAHEDRON);
    
    printf("Created 3D octahedron structure\n");
    printf("Dimension: %d\n", structure->dimension);
    printf("Bit pattern: 0x%016llX\n", 
           geocode_convertToBits(gc, structure));
    
    // Transform to 4D (24-cell)
    geocode_transformDimension(gc, structure, 4);
    
    printf("\nTransformed to 4D (24-cell)\n");
    printf("Dimension: %d\n", structure->dimension);
    printf("Bit pattern: 0x%016llX\n", 
           geocode_convertToBits(gc, structure));
    
    // Transform to 5D (120-cell)
    geocode_transformDimension(gc, structure, 5);
    
    printf("\nTransformed to 5D (120-cell)\n");
    printf("Dimension: %d\n", structure->dimension);
    printf("Bit pattern: 0x%016llX\n", 
           geocode_convertToBits(gc, structure));
    
    // Check electron pair limit
    bool exceeds_limit = exceedsElectronPairLimit(structure);
    printf("\nExceeds 32 electron pair limit: %s\n", 
           exceeds_limit ? "Yes" : "No");
    
    // Clean up
    geocode_freeStructure(gc, structure);
    geocode_free(gc);
}

import { GeoCode } from '@dragonfire/geocode-sdk';

// Initialize GeoCode
const geoCode = new GeoCode();

// Create a 4D 24-cell
const cell24 = geoCode.createStructure('24-cell');

// Create projections to lower dimensions
const projections = [
  geoCode.projectDimension(cell24, 3), // Project to 3D
  geoCode.projectDimension(cell24, 2)  // Project to 2D
];

// Create visualization in browser
const renderer = new GeoCode.Renderer('#canvas-container');

// Set up controls
const dimensionSelect = document.getElementById('dimension-select');
dimensionSelect.addEventListener('change', (event) => {
  const dimension = parseInt(event.target.value);
  if (dimension === 4) {
    // Animated 4D rotation projection
    renderer.visualize4D(cell24);
  } else if (dimension === 3) {
    // Static 3D projection
    renderer.visualize(projections[0]);
  } else if (dimension === 2) {
    // Static 2D projection
    renderer.visualize2D(projections[1]);
  }
});

// Initial visualization (3D projection)
renderer.visualize(projections[0]);

#include "geocode.h"
#include "4dmath.h"

// Demonstrate 4D Math integration
void demonstrate4DMathIntegration() {
    // Initialize GeoCode
    GeoCode* gc = geocode_init();
    
    // Initialize 4D Math
    FourDMath* math = fourDMath_init();
    
    // Integrate GeoCode with 4D Math
    integrateWith4DMath(gc, math);
    
    // Create 4D structure (24-cell)
    geometric_structure_t* cell24 = 
        geocode_createStructure(gc, STRUCTURE_24_CELL);
    
    printf("Created 4D 24-cell structure\n");
    
    // Create 4D rotation (in X-Y and Z-W planes)
    rotation4d_t rotation;
    rotation.plane1[0] = 0; // X
    rotation.plane1[1] = 1; // Y
    rotation.angle1 = M_PI / 4.0; // 45 degrees
    rotation.plane2[0] = 2; // Z
    rotation.plane2[1] = 3; // W
    rotation.angle2 = M_PI / 6.0; // 30 degrees
    
    // Apply 4D rotation to structure
    math->rotate_structure(cell24, &rotation);
    
    printf("Applied 4D rotation\n");
    
    // Project down to 3D for visualization
    geometric_structure_t* projection = 
        math->project_to_3d(cell24);
    
    printf("Projected to 3D (vertices: %d)\n", 
           projection->vertex_count);
    
    // Clean up
    geocode_freeStructure(gc, cell24);
    geocode_freeStructure(gc, projection);
    geocode_free(gc);
    fourDMath_free(math);
}

import dragonfire.geocode as gc
import dragonfire.dragoncube as dc

# Initialize GeoCode and DragonCube
geocode = gc.GeoCode()
cube = dc.DragonCube()

# Integrate GeoCode with DragonCube
geocode.integrate_with_dragoncube(cube)

# Create an octahedron structure
octahedron = geocode.create_structure(gc.STRUCTURE_OCTAHEDRON)

# Convert to bit pattern 
bit_pattern = geocode.convert_to_bits(octahedron)
print(f"Octahedron bit pattern: 0x{bit_pattern:016x}")

# Configure DragonCube for geometric operations
cube.configure_geo_bits(bit_pattern)
print("Configured DragonCube geo bits")

# Create a complex transformation matrix
transform = cube.create_transformation_matrix([
    [0.866, 0.5, 0, 0],
    [-0.5, 0.866, 0, 0],
    [0, 0, 1, 0],
    [0, 0, 0, 1]
])

# Execute transformation on DragonCube hardware
transformed_pattern = cube.execute_geometric_transform(
    bit_pattern, transform
)
print(f"Transformed pattern: 0x{transformed_pattern:016x}")

# Convert back to geometric structure
transformed_structure = geocode.create_from_bits(transformed_pattern)
print(f"Resulting structure has {len(transformed_structure.vertices)} vertices")

# Measure performance
import time
start_time = time.time()

# Execute 1 million transformations
for _ in range(1000000):
    cube.execute_geometric_transform(bit_pattern, transform)

duration = time.time() - start_time
print(f"Executed 1 million transformations in {duration:.2f} seconds")

#include "geocode.h"
#include 

// Benchmark bit operations vs. traditional calculations
void benchmarkBitOperations() {
    // Initialize GeoCode
    GeoCode* gc = geocode_init();
    
    // Enable bit operation optimizations
    gc->use_bit_operations = true;
    
    // Create test structure
    geometric_structure_t* octahedron = 
        geocode_createStructure(gc, STRUCTURE_OCTAHEDRON);
    
    // Convert to bit pattern
    uint64_t bit_pattern = geocode_convertToBits(gc, octahedron);
    
    // Prepare transformation
    double angle = M_PI / 4.0; // 45 degrees
    
    // Benchmark traditional geometric rotation
    clock_t start = clock();
    int iterations = 1000000;
    
    geometric_structure_t* rotated_structure = 
        geocode_cloneStructure(gc, octahedron);
    
    for (int i = 0; i < iterations; i++) {
        geocode_rotateStructure(gc, rotated_structure, angle);
    }
    
    clock_t traditional_time = clock() - start;
    
    // Benchmark bit operations
    start = clock();
    
    uint64_t rotated_pattern = bit_pattern;
    for (int i = 0; i < iterations; i++) {
        rotated_pattern = rotateBitGeometry(rotated_pattern, angle);
    }
    
    clock_t bit_time = clock() - start;
    
    // Compare results
    printf("Traditional rotation: %.2f seconds\n", 
           (double)traditional_time / CLOCKS_PER_SEC);
    printf("Bit-level rotation: %.2f seconds\n", 
           (double)bit_time / CLOCKS_PER_SEC);
    printf("Speedup factor: %.2fx\n", 
           (double)traditional_time / bit_time);
    
    // Verify results match
    geometric_structure_t* bit_structure = 
        geocode_createFromBits(gc, rotated_pattern);
    
    bool equivalent = geocode_compareStructures(
        gc, rotated_structure, bit_structure);
    
    printf("Results equivalent: %s\n", 
           equivalent ? "Yes" : "No");
    
    // Clean up
    geocode_freeStructure(gc, octahedron);
    geocode_freeStructure(gc, rotated_structure);
    geocode_freeStructure(gc, bit_structure);
    geocode_free(gc);
}

#include "geocode.h"
#include  // For AVX intrinsics
#include 
#include 

// Benchmark SIMD acceleration for vector operations
void benchmarkSIMDAcceleration() {
    // Initialize GeoCode with SIMD optimizations
    GeoCode* gc = geocode_init();
    gc->use_simd = true;
    
    // Create large test dataset (100,000 vertices)
    const int vertex_count = 100000;
    vector3d_t* vertices = new vector3d_t[vertex_count];
    
    // Initialize with random values
    for (int i = 0; i < vertex_count; i++) {
        vertices[i].x = (double)rand() / RAND_MAX * 2.0 - 1.0;
        vertices[i].y = (double)rand() / RAND_MAX * 2.0 - 1.0;
        vertices[i].z = (double)rand() / RAND_MAX * 2.0 - 1.0;
    }
    
    // Create rotation matrix
    double angle = M_PI / 4.0; // 45 degrees
    double c = cos(angle);
    double s = sin(angle);
    
    // Standard rotation (scalar code)
    auto start = std::chrono::high_resolution_clock::now();
    
    vector3d_t* rotated_standard = new vector3d_t[vertex_count];
    for (int i = 0; i < vertex_count; i++) {
        rotated_standard[i].x = c * vertices[i].x - s * vertices[i].y;
        rotated_standard[i].y = s * vertices[i].x + c * vertices[i].y;
        rotated_standard[i].z = vertices[i].z;
    }
    
    auto standard_time = std::chrono::high_resolution_clock::now() - start;
    
    // SIMD rotation using GeoCode's optimized functions
    start = std::chrono::high_resolution_clock::now();
    
    vector3d_t* rotated_simd = new vector3d_t[vertex_count];
    gc->simd_functions->rotate_vectors_z(
        vertices, rotated_simd, vertex_count, angle);
    
    auto simd_time = std::chrono::high_resolution_clock::now() - start;
    
    // Compare results
    std::cout << "Standard rotation: " 
              << std::chrono::duration(standard_time).count() 
              << " seconds" << std::endl;
    
    std::cout << "SIMD rotation: " 
              << std::chrono::duration(simd_time).count() 
              << " seconds" << std::endl;
    
    std::cout << "Speedup factor: " 
              << std::chrono::duration(standard_time).count() / 
                 std::chrono::duration(simd_time).count()
              << "x" << std::endl;
    
    // Verify results match
    double max_diff = 0.0;
    for (int i = 0; i < vertex_count; i++) {
        double dx = fabs(rotated_standard[i].x - rotated_simd[i].x);
        double dy = fabs(rotated_standard[i].y - rotated_simd[i].y);
        double dz = fabs(rotated_standard[i].z - rotated_simd[i].z);
        max_diff = std::max(max_diff, std::max(dx, std::max(dy, dz)));
    }
    
    std::cout << "Maximum difference: " << max_diff << std::endl;
    
    // Clean up
    delete[] vertices;
    delete[] rotated_standard;
    delete[] rotated_simd;
    geocode_free(gc);
}