maths/vectors/vector_subtract.py

"""
Subtract one vector from another of the same dimension using NumPy.
"""
import numpy as np
from typing import List, Union
import gradio as gr

from maths.vectors.utils import parse_vector, format_output

Vector = Union[List[float], np.ndarray]

def vector_subtract(vector1: Vector, vector2: Vector) -> np.ndarray:
    v1 = np.array(vector1)
    v2 = np.array(vector2)
    if v1.shape != v2.shape:
        raise ValueError("Vectors must have the same dimensions for subtraction.")
    return np.subtract(v1, v2)

vector_subtract_interface = gr.Interface(
    fn=lambda v1_str, v2_str: format_output(vector_subtract(parse_vector(v1_str), parse_vector(v2_str))),
    inputs=[
        gr.Textbox(label="Vector 1 (Minuend)", placeholder="e.g., [4,5,6]"),
        gr.Textbox(label="Vector 2 (Subtrahend)", placeholder="e.g., [1,2,3]")
    ],
    outputs=gr.Textbox(label="Resulting Vector"),
    title="Vector Subtraction",
    description="Subtracts the second vector from the first. Both must have the same dimension.\n\nExample:\nInput: [4,5,6] and [1,2,3]\nOutput: [3.0, 3.0, 3.0]",
    examples=[["[4,5,6]", "[1,2,3]"], ["4,5,6", "1,2,3"]],
)