Why is C Line Reading Slower Than Python, and How Can It Be Optimized?

Performance Comparison of Line Reading in C and Python: Why is C Slower?

When comparing the performance of line reading from standard input using C and Python, you may be surprised to find that C code tends to run considerably slower than its Python counterpart. This can be attributed to fundamental differences in default input/output (I/O) settings in the two languages.

Understanding C 's Input/Output Characteristics

By default, the C input stream cin is synchronized with the standard I/O (stdio) system. This means that cin avoids any input buffering and reads data character by character as needed. While this approach prevents potential issues when mixing C I/O streams with stdio functions, it incurs a performance penalty, especially when reading large amounts of data.

Python's Default Input Buffering

In contrast, Python uses buffered input by default. When reading from standard input in Python, the interpreter reads input in larger chunks, reducing the number of system calls required. Buffering improves performance by minimizing the overhead associated with system calls and can significantly speed up input processing.

Disabling C Stream Synchronization

To achieve similar performance to Python in C , you can explicitly disable the synchronization between cin and stdio by using the ios_base::sync_with_stdio(false) method. This allows cin to buffer input independently, leading to improved performance.

Additional Optimization: Using fgets

Instead of using getline(cin, input_line), consider using fgets(input_line, sizeof(input_line), stdin) directly. fgets is a C function that reads a line of input from a stream and stores it in a character array. By avoiding the cin stream, you can further reduce overhead and potentially improve performance.

Comparative Results

The provided table summarizes the line reading speed of different approaches in C and Python:

Implementation	Lines per Second
Python (default)	3,571,428
cin (default/naive)	819,672
cin (no sync)	12,500,000
fgets	14,285,714
wc (not fair comparison)	54,644,808

As evident from the results, the default C implementation performs significantly slower than Python. However, by disabling stream synchronization or using fgets directly, you can achieve comparable or better performance in C .

The above is the detailed content of Why is C Line Reading Slower Than Python, and How Can It Be Optimized?. For more information, please follow other related articles on the PHP Chinese website!