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Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition by Dmitry Zinoviev, Adaobi Obi Tulton ISBN 168050861X 9781680508611

Name: Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition by Dmitry Zinoviev, Adaobi Obi Tulton ISBN 168050861X 9781680508611
SKU: EB-38289230
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Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition Dmitry Zinoviev Digital Instant Download

Author(s): Dmitry Zinoviev

Edition: 1

File Details: EPUB, 934 KB

Year: 2021

Language: english

SKU: EB-38289230 Category: Uncategorized Tag: Dmitry Zinoviev

Description

Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition by Dmitry Zinoviev, Adaobi Obi Tulton – Ebook PDF Instant Download/Delivery: 168050861X ,9781680508611
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ISBN 10: 168050861X
ISBN 13: 9781680508611
Author: Dmitry Zinoviev, Adaobi Obi Tulton

Make your good Python code even better by following proven and effective pythonic programming tips. Avoid logical errors that usually go undetected by Python linters and code formatters, such as frequent data look-ups in long lists, improper use of local and global variables, and mishandled user input. Discover rare language features, like rational numbers, set comprehensions, counters, and pickling, that may boost your productivity. Discover how to apply general programming patterns, including caching, in your Python code. Become a better-than-average Python programmer, and develop self-documented, maintainable, easy-to-understand programs that are fast to run and hard to break. Python is one of the most popular and rapidly growing modern programming languages. With more than 200 standard libraries and even more third-party libraries, it reaches into the software development areas as diverse as artificial intelligence, bioinformatics, natural language processing, and computer vision. Find out how to improve your understanding of the spirit of the language by using one hundred pythonic tips to make your code safer, faster, and better documented. This programming style manual is a quick reference of helpful hints and a random source of inspiration. Choose the suitable data structures for searching and sorting jobs and become aware of how a wrong choice may cause your application to be completely ineffective. Understand global and local variables, class and instance attributes, and information-hiding techniques. Create functions with flexible interfaces. Manage intermediate computation results by caching them in files and memory to improve performance and reliability. Polish your documentation skills to make your code easy for other programmers to understand. As a bonus, discover Easter eggs cleverly planted in the standard library by its developers. Polish, secure, and speed-up your Python applications, and make them easier to maintain by following pythonic programming tips. What You Need: You will need a Python interpreter (ideally, version 3.4 or above) and the standard Python library that usually comes with the interpreter.

Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition Table of contents:

1. Documentation Tips

Tip 1. Hello, World!

Tip 2. Import This

Tip 3. Know Ownership and Licensing

Tip 4. Use Quotes of All Sorts

Tip 5. Keep Letter Case Consistent

Tip 6. Wrap Long Lines

Tip 7. Self-Document Your Code

Tip 8. Do Not Misuse Docstrings

Tip 9. Let input() Speak for Itself

Tip 10. Mark Dummy Variables

Tip 11. Distinguish Parameters and Arguments

Tip 12. Avoid “Magic” Values

Tip 13. Enumerate Your Constants

2. General Tips

Tip 14. Chain Comparison Operators

Tip 15. Expand the Tabs

Tip 16. Pickle It

Tip 17. Avoid range() in Loops

Tip 18. Pass It

Tip 19. Try It

Tip 20. Embrace Comprehensions

Tip 21. Make Your Code Compact with Conditional Expressions

Tip 22. Find the “Missing” Switch

Tip 23. Eschew Comprehension Expressions, If Needed

Tip 24. Use Slicing to Reverse and Split

Tip 25. sum() Almost Anything

Tip 26. Transpose with zip()

Tip 27. Discover All Characters in One Place

Tip 28. glob() the Files

Tip 29. Use Strings as Files

Tip 30. Pick to str() or to repr()

Tip 31. Remember, input() Remembers

Tip 32. Do Linear Algebra in Python

3. Data Types and Data Structures Tips

Tip 33. Construct a One-Element Tuple

Tip 34. Improve Readability with Raw Strings

Tip 35. Unpack Lists and Tuples

Tip 36. Print a List

Tip 37. Flatten That List

Tip 38. Treat Your Code as a Module

Tip 39. Let Modules Act Independently

Tip 40. Add Class Attributes

Tip 41. Serialize Objects

Tip 42. Count with defaultdict

Tip 43. Count with Counter

Tip 44. Explore How int() Supports Other Bases

Tip 45. Discover Complex Numbers

Tip 46. Rational Numbers Exist

Tip 47. Discover an Infinity

Tip 48. Carve It in Stone

Tip 49. No Trees? Use a dict()

4. Function Tips

Tip 50. Make Functions Always Return Something

Tip 51. Return Consistently

Tip 52. Let the Caller Print

Tip 53. Return Many Values

Tip 54. Understand Optional and Keyword Parameters

Tip 55. Pass Arguments Your Way

Tip 56. Omit Else After Return

Tip 57. Chain Function Calls

Tip 58. Yield, Do Not Return

Tip 59. Return and Apply Functions

Tip 60. Savvy Anonymous Functions

5. Performance Tips

Tip 61. Time It

Tip 62. Avoid Function Calls; They Are Costly

Tip 63. Build, Then Print

Tip 64. Format with Formatted Strings

Tip 65. Import Wisely

Tip 66. Import as Needed

Tip 67. Optimize Lookups

Tip 68. Cache It

Tip 69. Checkpoint, It Saves Time

Tip 70. Sort Big in Place

Tip 71. Delete Your Garbage

Tip 72. Beware of Large and Slow Ints

Tip 73. Waste Space, Save Time

Tip 74. Do Not str() a str

6. Safety Tips

Tip 75. Call That Function

Tip 76. Get the Hang of Local Variables

Tip 77. Grasp What Is Truth

Tip 78. Check for Range

Tip 79. Strip User Input

Tip 80. Let Python Close Your Files

Tip 81. Read Files Safely

Tip 82. Hide Everything

Tip 83. Use Properties

Tip 84. Compare One to Many

Tip 85. Check, Then Touch

Tip 86. Assert Conditions

Tip 87. Do Not eval(); It Is Evil

Tip 88. Parse with literal_eval()

Tip 89. Treat Variables as References

Tip 90. Isolate Exceptions

Tip 91. Compare Prefixes and Suffixes

Tip 92. Remember, There Are No Globals

Tip 93. Is Is Not What You Think It Is

Tip 94. Distinguish type() and isinstance()

Tip 95. 50,000 Is Not a Number, but 50_000 Is

Tip 96. Do Not Confuse Boolean and Bitwise Operators

Tip 97. Do Not Call Your List “List”

Tip 98. Do Not Change That Loop Variable

Tip 99. str.split() by White Spaces

Tip 100. Get over str.split()

7. Wrapping Up

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Tags: Dmitry Zinoviev, Adaobi Obi Tulton, Pythonic Programming Tips, Idiomatic Python Programmer

Pythonic Programming Tips for Becoming an Idiomatic Python Programmer 1st Edition by Dmitry Zinoviev, Adaobi Obi Tulton ISBN 168050861X 9781680508611

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