fix: Update version to 0.2.7 in Cargo.toml, Cargo.lock, and pyproject.toml; add test script for Pyroid functionality

Author: ao

.gitignore

@@ -4,3 +4,4 @@ target
 *.pyo
 *.pyd
 .venv
+.local

Cargo.lock

@@ -1,6 +1,6 @@
 [package]
 name = "pyroid"
-version = "0.2.6"
+version = "0.2.7"
 edition = "2021"
 authors = ["Andrew O", "Pyroid Team"]
 description = "High-performance Rust functions for Python"

Cargo.toml

@@ -4,7 +4,7 @@ build-backend = "maturin"
 
 [project]
 name = "pyroid"
-version = "0.2.6"
+version = "0.2.7"
 description = "High-performance Rust functions for Python with a simplified architecture"
 authors = [
     {name = "Pyroid Team", email = "support@ataiva.com"}

pyproject.toml

@@ -0,0 +1,72 @@
+#!/usr/bin/env python3
+"""
+Test script for Pyroid
+"""
+
+import sys
+import os
+
+# Add the project directory to the Python path
+sys.path.insert(0, os.path.abspath('.'))
+
+try:
+    import pyroid
+    print(f"Successfully imported pyroid version {pyroid.__version__}")
+except ImportError as e:
+    print(f"Failed to import pyroid: {e}")
+    sys.exit(1)
+
+# Test vector operations
+try:
+    v1 = pyroid.math.Vector([1, 2, 3])
+    v2 = pyroid.math.Vector([4, 5, 6])
+    v3 = v1 + v2
+    print(f"Vector sum: {v3}")
+    print(f"Dot product: {v1.dot(v2)}")
+except Exception as e:
+    print(f"Vector operations error: {e}")
+
+# Test matrix operations
+try:
+    m1 = pyroid.math.Matrix([[1, 2], [3, 4]])
+    m2 = pyroid.math.Matrix([[5, 6], [7, 8]])
+    m3 = m1 * m2
+    print(f"Matrix product: {m3}")
+except Exception as e:
+    print(f"Matrix operations error: {e}")
+
+# Test statistical functions
+try:
+    numbers = [1, 2, 3, 4, 5]
+    mean = pyroid.math.stats.mean(numbers)
+    median = pyroid.math.stats.median(numbers)
+    std_dev = pyroid.math.stats.calc_std(numbers)
+    print(f"Mean: {mean}, Median: {median}, StdDev: {std_dev}")
+except Exception as e:
+    print(f"Statistical functions error: {e}")
+
+# Test image operations
+try:
+    img = pyroid.image.basic.create_image(100, 100, 3)
+    for x in range(50):
+        for y in range(50):
+            img.set_pixel(x, y, [255, 0, 0])  # Red square
+    grayscale_img = img.to_grayscale()
+    print(f"Created image: {img.width}x{img.height} with {img.channels} channels")
+    print(f"Grayscale image: {grayscale_img.width}x{grayscale_img.height} with {grayscale_img.channels} channels")
+except Exception as e:
+    print(f"Image operations error: {e}")
+
+# Test ML operations
+try:
+    data = [
+        [1.0, 2.0], [1.5, 1.8], [5.0, 8.0],
+        [8.0, 8.0], [1.0, 0.6], [9.0, 11.0]
+    ]
+    result = pyroid.ml.basic.kmeans(data, k=2)
+    print(f"K-means centroids: {result['centroids']}")
+    print(f"K-means clusters: {result['clusters']}")
+except Exception as e:
+    print(f"ML operations error: {e}")
+
+print("All tests completed.")