Python math.atan2()

🎓 Top 15 Udemy Courses (80-90% Discount): My Udemy Courses - Ramesh Fadatare — All my Udemy courses are real-time and project oriented courses.

▶️ Subscribe to My YouTube Channel (178K+ subscribers): Java Guides on YouTube

▶️ For AI, ChatGPT, Web, Tech, and Generative AI, subscribe to another channel: Ramesh Fadatare on YouTube

The atan2 function in Python's math module is used to compute the arc tangent of the quotient of its arguments, considering their signs to determine the correct quadrant of the result. The result is in radians. This function is essential in various fields such as robotics, navigation, and physics where determining the direction or angle from the origin to a point in a plane is required.

Table of Contents

1. Introduction
2. Importing the math Module
3. atan2 Function Syntax
4. Examples
   • Basic Usage
   • Calculating the Angle of a Vector
   • Handling Edge Cases
5. Real-World Use Case
6. Conclusion
7. Reference

Introduction

The atan2 function in Python's math module allows you to compute the arc tangent of the quotient of its arguments (y/x), considering the signs of both arguments to determine the correct quadrant of the result.

The result is an angle in radians between -π and π.

This function is useful in trigonometric calculations, where you need to determine an angle from the origin to a point in a plane.

Importing the math Module

Before using the atan2 function, you need to import the math module.

import math

atan2 Function Syntax

The syntax for the atan2 function is as follows:

math.atan2(y, x)

Parameters:

• y: The y-coordinate of the point.
• x: The x-coordinate of the point.

Returns:

• The arc tangent of y/x in radians. The return value is a float between -π and π (inclusive).

Examples

Basic Usage

To demonstrate the basic usage of atan2, we will compute the arc tangent of a few points.

Example

import math

# Computing the arc tangent of (1, 1)
result = math.atan2(1, 1)
print(result)  # Output: 0.7853981633974483 (π/4)

# Computing the arc tangent of (1, -1)
result = math.atan2(1, -1)
print(result)  # Output: 2.356194490192345 (3π/4)

# Computing the arc tangent of (-1, -1)
result = math.atan2(-1, -1)
print(result)  # Output: -2.356194490192345 (-3π/4)

# Computing the arc tangent of (-1, 1)
result = math.atan2(-1, 1)
print(result)  # Output: -0.7853981633974483 (-π/4)

Output:

0.7853981633974483
2.356194490192345
-2.356194490192345
-0.7853981633974483

Calculating the Angle of a Vector

This example demonstrates how to use the atan2 function to calculate the angle of a vector given its x and y components.

Example

import math

# Components of the vector
x = 4
y = 3

# Computing the angle of the vector in radians
theta = math.atan2(y, x)
print(f"Angle in radians: {theta}")

# Converting the angle to degrees
theta_degrees = math.degrees(theta)
print(f"Angle in degrees: {theta_degrees}")

Output:

Angle in radians: 0.6435011087932844
Angle in degrees: 36.86989764584402

Handling Edge Cases

This example demonstrates how to handle edge cases for the atan2 function.

Example

import math

# Points along the axes
points = [
    (0, 1),  # Positive x-axis
    (0, -1), # Negative x-axis
    (1, 0),  # Positive y-axis
    (-1, 0), # Negative y-axis
    (0, 0)   # Origin
]

# Computing the arc tangent for each point
for y, x in points:
    result = math.atan2(y, x)
    print(f"atan2({y}, {x}) = {result}")

Output:

atan2(0, 1) = 0.0
atan2(0, -1) = 3.141592653589793
atan2(1, 0) = 1.5707963267948966
atan2(-1, 0) = -1.5707963267948966
atan2(0, 0) = 0.0

Real-World Use Case

Robotics: Determining the Heading Angle

In robotics, the atan2 function can be used to determine the heading angle of a robot given its target coordinates.

Example

import math

# Target coordinates
target_x = 10
target_y = 5

# Current position
current_x = 3
current_y = 2

# Computing the difference in coordinates
delta_x = target_x - current_x
delta_y = target_y - current_y

# Computing the heading angle in radians
heading_angle = math.atan2(delta_y, delta_x)
print(f"Heading angle in radians: {heading_angle}")

# Converting the heading angle to degrees
heading_angle_degrees = math.degrees(heading_angle)
print(f"Heading angle in degrees: {heading_angle_degrees}")

Output:

Heading angle in radians: 0.40489178628508343
Heading angle in degrees: 23.19859051364819

Conclusion

The atan2 function in Python's math module is used for computing the arc tangent of the quotient of its arguments, considering their signs to determine the correct quadrant of the result. This function is useful in various numerical and data processing applications, particularly those involving trigonometric calculations and direction determination. Proper usage of this function can enhance the accuracy and efficiency of your computations.

Reference

Python Math atan2 Function