The document discusses best practices for naming variables and functions in code. It notes that naming is one of the hardest parts of computer science. Good naming makes code more readable and maintainable for both the original author and future programmers. Specific, short, and consistent names that use domain terms are recommended over generic, long, negated, or ambiguous names. Comments should explain why rather than just stating what code does. Overall the document emphasizes that code is written for humans, not machines, so names and structure should optimize for human comprehension.

1. 2nd hardest thing in
computer science

2. Definition?

3. There are only two hard things in Computer
Science: cache invalidation and naming
things.
Phil Karlton

4. There are 2 hard problems in computer
science: cache invalidation, naming things,
and off-by-1 errors
Leon Bambrick

5. There are only two hard problems in
distributed systems:
2. Exactly-once delivery
1. Guaranteed order of messages
2. Exactly-once delivery
Mathias Verraes

6. About me
Paweł Lewtak
Senior Developer at Xstream
@pawel_lewtak

7. #2 Naming things*

8. *things
variables
methods
classes
modules
comments
inline docs

9. You don't code for
CPU

10. You don't code for
interpreter

11. You don't code for
compiler

14. You code for people

15. You code for other
developers

16. You code for your
future self

17. Don't code,
wrote prose

18. Always code as if the guy who ends up
maintaining your code will be a violent
psychopath who knows where you live.
Code for readability.
John F. Woods

19. Comprehension

20. ~70%

21. def a(b):
c = sorted(b)
d = len(b)
if d % 2 == 1:
return c[(d - 1) / 2]
else:
return (c[d/2 - 1] + c[d/2]) / 2

22. def median(pool):
copy = sorted(pool)
size = len(copy)
if size % 2 == 1:
return copy[(size - 1) / 2]
else:
return (copy[size/2 - 1] + copy[size/2]) / 2

23. Self-documenting
code

24. Code written by
somebody else

25. Programming is mapping
from problem domain
via intermediate domain
into programming domain

26. DDD FTW

27. Worst variable name

28. data

30. Second worst name?

31. data2

32. total = price * qty
total2 = total - discount
total2 += total * taxrate
total3 = purchase_order_value + available_credit
if total2 < total3:
print ("You can't afford this order.")

33. order_total = price * qty
payable_total = order_total - discount
payable_total += payable_total * taxrate
available_funds = purchase_order_value + availble_credit
if payable_total < available_funds:
print ("You can't afford this order.")

34. No-one sets out to write legacy code
Rachel Willmer

35. Broken window
theory

36. Code will decay

37. Design patterns

38. Misapplied Java design ​patterns
are the root of all
AbstractWordFactoryFactory("evil")
HN comment

39. PEP8

40. TL;DR
CamelCaseClass
method_with_underscores
CAPITAL_CONSTANT

41. syntax < semanthics

42. Common issues

43. Pseudo getter

44. get_data()
with extra operations inside

45. get_create_object()

46. fetch
find
lookup
create
calculate

47. Not really a boolean

48. is_active()
def is_active():
if cond:
return 'false'
return 'true'

49. is_valid()
def is_valid():
if input_is_valid:
return True

50. Plural / singular
names

51. def get_person():
return ['John Doe', 'Jane Doe']
def get_employers():
return 'John Doe'

52. Misleading docs

53. def get_lowest_price(user):
pass

54. def get_lowest_price(user):
"""Actually it returns the highest price."""
pass

55. Doctest

56. def median(pool):
'''Statistical median to demonstrate doctest.
>>> median([2, 9, 9, 7, 9, 2, 4, 5, 8])
7
'''
copy = sorted(pool)
size = len(copy)
if size % 2 == 1:
return copy[(size - 1) / 2]
else:
return (copy[size/2 - 1] + copy[size/2]) / 2
if __name__ == '__main__':
import doctest
doctest.testmod()

57. More than one
responsibility

58. Abbreviations
pos
mod
abs
auth

59. Synonyms

60. <ThatThing>Manager
UserManager
StringManager
ProductManager
etc.

61. Alternatives
Builder
Writer
Adapter
Factory
Handler
Provider
Converter

62. Magic numbers

63. import requests
response = requests.get('https://cz.pycon.org/2017/')
if response.status_code == 200:
print ("It works!")
elif response.status_code == 418:
print ("Unexpected teapot!")

64. import requests
response = requests.get('https://cz.pycon.org/2017/')
if response.status_code == requests.codes.ok:
print ("It works!")
elif response.status_code == requests.codes.teapot:
print ("Unexpected teapot!")

65. Useless comments

66. def get_data():
""" Returns the data. """
pass
def get_max_id_from_db():
""" Return maximum ID value from the database."""
pass

67. Explain why,
not what or how

68. Bad name:
Does more that what is says
Says more than what it does
Does the opposite
Contains more than what it says
Says more than what it contains
Contains the opposite

69. Good practices

70. Specific names
No generics

71. Short names

72. Do not use negation

73. is_not_enabled()

74. Consistent names

75. Single responsibility

76. Domain terms

77. Think about it

78. ASCII only

79. Hungarian notation
host_list, host_set => hosts, valid_hosts
value_string => first_name, lowercased_SKU
int_number => account_number

80. How?

81. Agree on standards

82. Practice

83. Improve vocabulary

84. Refactor

85. Code reviews
Short, bite size, single logical change

86. Code ownership

87. Team leader's role

88. Links
https://www.python.org/dev/peps/pep-0008/
https://groups.google.com/d/msg/comp.lang.c++/rYCO5yn4lXw/oITtSkZOtoUJ
https://www.cqse.eu/publications/2005-concise-and-consistent-naming.pdf
http://www.cs.loyola.edu/~lawrie/papers/lawrieJese07.pdf
https://www.researchgate.net/publication/224079441_Relating_Identifier_Naming_
Flaws_and_Code_Quality_An_Empirical_Study
http://www.veneraarnaoudova.com/wp-content/uploads/2014/10/2014-EMSE-
Arnaodova-et-al-Perception-LAs.pdf​
http://archive.oreilly.com/pub/post/the_worlds_two_worst_variable.html
https://twitter.com/amokleben/status/868377283496751104?s=09
https://twitter.com/tmmx/status/865308678903267328
https://wiki.python.org/moin/SimplePrograms

89. Thank you!
@pawel_lewtak