1. Did You Know Python Lists Have Lower Performance Than C Language Arrays?
January 23, 2024
Did you know that Python lists have lower performance than C language arrays?
Flexibility in Data Types: Python provides flexibility in data types within a list, allowing the inclusion of elements of different types, such as:
data =[1, "2", [3]]
However, this flexibility requires additional checks for the elements inside, resulting in additional overhead. In contrast, C language arrays must have homogeneous elements, leading to better performance.
Flexibility in Data Manipulation: Python lists can dynamically adjust their length, which means additional memory and processing time are required during handling. On the other hand, C language arrays have a fixed length and are allocated in contiguous memory space, enhancing read speed. If Python aims for efficient lists, using NumPy, which is closer to traditional arrays, is recommended.