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optimize python code

Utk answered on July 21, 2023 Popularity 8/10 Helpfulness 2/10

answer optimize python code

related how to optimize python code

optimize python code

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1.Use List Comprehension
2.Use Multiple Assignments
3.Do not use global Variables
4. Use Library Functions
5.Concatenate Strings with join operation
6. Do not use dot(.) operations
7. use while 1 instead of while true

Popularity 8/10 Helpfulness 2/10 Language python

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Contributed on Jul 21 2023

Utk

0 Answers Avg Quality 2/10

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how to optimize python code

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# Optimize Python Code
"""
1. Use efficient data structures and algorithms.
2. Minimize global variable usage.
3. Avoid excessive function calls and recursion if possible.
4. Optimize loops by reducing iterations or using built-in functions like map, filter, and list comprehensions.
5. Employ generator expressions when dealing with large datasets.
6. Use appropriate data types for numerical operations (e.g., using arrays instead of lists for mathematical computations).
7. Utilize libraries and built-in functions for complex operations to leverage optimized code.
8. Avoid unnecessary file operations, database queries, or network calls within loops.
9. Profile your code with tools like cProfile to identify bottlenecks.
10. Consider using multiprocessing or threading for computationally intensive tasks.
11. Make use of caching mechanisms when applicable.
12. Utilize Cython or Numba to compile critical parts of your code for improved performance.
13. Optimize I/O operations by buffering and minimizing disk access.

Remember, optimization should be targeted towards specific areas of your code and should always be based on profiling and benchmarking. Premature optimization is generally discouraged.
"""

Popularity 7/10 Helpfulness 1/10 Language python

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Contributed on Sep 11 2023

YOU.com

0 Answers Avg Quality 2/10

optimize python code

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