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google-python-style-guide.yaml
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google-python-style-guide.yaml
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version: '1'
rules:
# ==================================================================================
# [Google Python Style Guide rules](https://docs.sourcery.ai/Reference/Custom-Rules/gpsg/)
# ==================================================================================
#
# The following rules instruct Sourcery to help making sure that the Google Python Style
# Guide is respected in this project.
#
# The [Google Python Style Guide](https://google.github.io/styleguide/pyguide.html) was
# created by [Google](https://github.com/google) and published under the
# [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/legalcode) license.
# ----------------------------------------------------------------------------------
# 2.2 Import Rules
# ----------------------------------------------------------------------------------
#
# The rules in this section keep imports intuitive and consistent.
#
# Individual examples for these rules in action can be found at
# [examples/individual_rules/import_rules.py](./examples/individual_rules/import_rules.py)
- id: no-wildcard-imports
pattern: from ... import *
description: Do not use wildcard imports
explanation: |
Use import statements for packages and modules only, not for individual classes or functions.
- Use `import x` for importing packages and modules.
- Use `from x import y` where `x` is the package prefix and `y` is the module name with no prefix.
- Use `from x import y as z` if two modules named `y` are to be imported, if `y` conflicts with a top-level name defined in the current module, or if `y` is an inconveniently long name.
- Use `import y as z` only when `z` is a standard abbreviation (e.g., np for numpy).
From: Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
tags:
- google-python-style-guide
- gpsg
- gpsg-import
tests:
- match: from numpy import *
- match: from pandas.series import *
- match: from .something import *
- no-match: from math import sin
- id: no-relative-imports
description: Always use absolute imports instead of relative imports
explanation: |
Do not use relative names in imports. Even if the module is in the same package, use the full package name. This helps prevent unintentionally importing a package twice.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: from ${module} import ...
condition: module.matches_regex(r"^\.")
tags:
- google-python-style-guide
- gpsg
- gpsg-import
tests:
- match: from . import important_function
- match: from .my_module import important_function
- match: from ..my_module import important_function, unimportant_function
- no-match: from my_company.my_module import important_function
- no-match: from pathlib import Path
- id: use-standard-name-for-aliases-pandas
description: Import `pandas` as `pd`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., pandas as ${alias}, ...
condition: not alias.equals("pd")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import pandas
- no-match: from pandas import DataFrame
- no-match: import pandas as pd
- no-match: import numpy, pandas as pd, tensorflow
- no-match: from modin import pandas as pds
- no-match: import modin.pandas as pds
- match: import pandas as pds
- match: import pandas as np
- match: import numpy, pandas as pds, tensorflow
- id: use-standard-name-for-aliases-numpy
description: Import `numpy` as `np`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., numpy as ${alias}, ...
condition: not alias.equals("np")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import numpy
- no-match: from numpy import ndarray
- no-match: import numpy as np
- no-match: import pandas, numpy as np, tensorflow
- match: import numpy as numpie
- match: import numpy as pd
- match: import pandas, numpy as numpie, tensorflow
- id: use-standard-name-for-aliases-matplotlib-pyplot
description: Import `matplotlib.pyplot` as `plt`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., matplotlib.pyplot as ${alias}, ...
condition: not alias.equals("plt")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import matplotlib.pyplot
- no-match: from matplotlib.pyplot import Figure
- no-match: import matplotlib.pyplot as plt
- no-match: import pandas, matplotlib.pyplot as plt, tensorflow
- match: import matplotlib.pyplot as mplplot
- match: import pandas, matplotlib.pyplot as mplplot, tensorflow
- id: use-standard-name-for-aliases-tensorflow
description: Import `tensorflow` as `tf`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., tensorflow as ${alias}, ...
condition: not alias.equals("tf")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import tensorflow
- no-match: from tensorflow import keras
- no-match: import tensorflow as tf
- no-match: import pandas, tensorflow as tf
- match: import tensorflow as tflow
- match: import pandas, tensorflow as tflow
- id: use-standard-name-for-aliases-datetime
description: Import `datetime` as `dt`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., datetime as ${alias}, ...
condition: not alias.equals("dt")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import datetime
- no-match: from datetime import datetime
- no-match: import datetime as dt
- no-match: import pandas, datetime as dt
- match: import datetime as dtime
- match: import pandas, datetime as dtime, tensorflow
- id: use-standard-name-for-aliases-tkinter
description: Import `tkinter` as `tk`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., tkinter as ${alias}, ...
condition: not alias.equals("tk")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import tkinter
- no-match: from tkinter import ttk
- no-match: import tkinter as tk
- no-match: import pandas, tkinter as tk
- match: import tkinter as t
- match: import pandas, tkinter as t, tensorflow
- id: use-standard-name-for-aliases-multiprocessing
description: Import `multiprocessing` as `mp`
explanation: |
Use `import y as z` only when `z` is a standard abbreviation.
From Google Style Guide [2.2.4](https://google.github.io/styleguide/pyguide.html#224-decision)
pattern: import ..., multiprocessing as ${alias}, ...
condition: not alias.equals("mp")
tags:
- google-python-style-guide
- gpsg
- gpsg-standard-import-alias
tests:
- no-match: import multiprocessing
- no-match: from multiprocessing import Pool
- no-match: import multiprocessing as mp
- no-match: import pandas, multiprocessing as mp
- match: import multiprocessing as multi
- match: import pandas, multiprocessing as multi, tensorflow
# ----------------------------------------------------------------------------------
# 2.4 Exception Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section ensures that exceptions are consistently named.
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/exception_rules.py](./examples/individual_rules/exception_rules.py)
- id: errors-named-error
pattern: |
class ${error}(${base}):
${statements*}
condition: (base.is_exception_type() or base.matches_regex("[A-Z][a-zA-Z]*Error")) and not error.matches_regex("[A-Z][a-zA-Z]*Error")
description: Exception names must end in Error
explanation: |
From Google Style Guide [2.4.4](https://google.github.io/styleguide/pyguide.html#244-decision)
tags:
- google-python-style-guide
- gpsg
tests:
- match: |
class Foo(ValueError):
...
- match: |
class ExampleException(CustomError):
def __init__(self, msg):
...
- match: |
class InvalidName(Exception):
...
- match: |
class InvalidName(BaseException):
...
- no-match: |
class MyError(Exception):
def __init__(self, msg):
...
- no-match: |
class NameError(AttributeError):
...
- no-match: |
class Dog(Mammal):
...
# ----------------------------------------------------------------------------------
# 2.5 Global Variable Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section prevents global variables from being defined.
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/global_variable_rules.py](./examples/individual_rules/global_variable_rules.py)
- id: avoid-global-variables
pattern: ${var} = ${value}
condition: pattern.in_module_scope() and var.is_lower_case() and not var.starts_with("_") and var.is_identifier() and not var.contains("logger")
description: Do not define variables at the module level - (found variable ${var})
explanation: |
Avoid global variables.
If needed, global variables should be declared at the module level and made internal to the module by prepending an `_` to the name. External access to global variables must be done through public module-level functions.
While module-level constants are technically variables, they are permitted and encouraged. For example: `MAX_HOLY_HANDGRENADE_COUNT = 3`. Constants must be named using all caps with underscores.
From Google Style Guide [2.5.4](https://google.github.io/styleguide/pyguide.html#254-decision)
tags:
- google-python-style-guide
- gpsg
tests:
- match: max_holy_handgrenade_count = 3
- match: 'max_holy_handgrenade_count: int = 3'
- no-match: holy_handgrenade[1] = 3
- no-match: _max_holy_handgrenade_count = 3
- no-match: HolyGrenades = Dict[str, Grenade]
- no-match: MAX_HOLY_HANDGRENADE_COUNT = 3
- no-match: |
def f():
max_holy_handgrenade_count = 3
# ----------------------------------------------------------------------------------
# 2.8 Default Iterator and Operator Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section suggests the use of correct iterator and operator types.
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/default_iterator_and_operator_rules.py](./examples/individual_rules/default_iterator_and_operator_rules.py)
- id: do-not-use-has-key
pattern: ${d}.has_key(${key})
condition: d.has_type("dict")
replacement: ${key} in ${d}
description: Replace Python 2 syntax `dict.has_key` with a Python 3 membership test
explanation: |
Use default iterators and operators for types that support them, like lists, dictionaries, and files. The built-in types define iterator methods, too. Prefer these methods to methods that return lists, except that you should not mutate a container while iterating over it.
From Google Style Guide [2.8.4](https://google.github.io/styleguide/pyguide.html#284-decision)
Note that the method `dict.has_key` is only available in Python 2, but Sourcery only
works with Python 3 code. Hence, this rule prevents programmers from erroneously
checking membership with `dictionary.has_key(key)`, suggesting instead the use of
the correct Python 3 syntax `key in dictionary`.
tags:
- google-python-style-guide
- gpsg
tests:
- match: |
tasks_for_today: dict[str, Task] = get_tasks("today")
is_week_day = tasks_for_today.has_key("work")
expect: |
tasks_for_today: dict[str, Task] = get_tasks("today")
is_week_day = "work" in tasks_for_today
- match: |
def is_movie_in_database(movie: Movie, movies: Dict[Movie, MovieSpec]) -> bool:
return movies.has_key(movie)
expect: |
def is_movie_in_database(movie: Movie, movies: Dict[Movie, MovieSpec]) -> bool:
return movie in movies
- match: |
pro_users = {
user.name: user
for user in database.fetch(User)
}
if pro_users.has_key(get_current_user().name):
print("You've signed in under the PRO subscription")
else:
print("Please sign up for PRO to use this awesome feature!")
expect: |
pro_users = {
user.name: user
for user in database.fetch(User)
}
if get_current_user().name in pro_users:
print("You've signed in under the PRO subscription")
else:
print("Please sign up for PRO to use this awesome feature!")
- no-match: |
# Not sure of `random_object` is a dictionary
random_object.has_key(random_key)
- no-match: |
# Custom type `Database` is not a dictionary
database: Database = get_database()
print(database.has_key("dinosaur"))
# ----------------------------------------------------------------------------------
# 2.10 Lambda Function Rules
# ----------------------------------------------------------------------------------
#
# The rules in this section ensure that `lambda`s are kept simple and short, or
# suggest the use of other, more Pythonic constructs.
#
# Individual examples for these rules in action can be found at
# [examples/individual_rules/lambda_function_rules.py](./examples/individual_rules/lambda_function_rules.py)
- id: lambdas-should-be-short
description: Lambda functions should be kept to a single line
explanation: |
Okay to use them for one-liners.
If the code inside the lambda function is longer than 60-80 chars, it’s probably better to define it as a regular nested function.
From Google Style Guide [2.10.4](https://google.github.io/styleguide/pyguide.html#2104-decision)
pattern: 'lambda ...: ${body}'
condition: body.character_count() > 80
tags:
- google-python-style-guide
- gpsg
- gpsg-lambda
tests:
- no-match: 'lambda x: x**2'
- no-match: 'lambda x, y: x**y'
- match: 'lambda x: do_something_very_long_and_involved_with(x) - do_other_very_long_and_involved_things_with(x)'
- match: 'lambda x, y, z: do_something_very_long_and_involved_with(x) - do_other_very_long_and_involved_things_with(y, z)'
- id: map-lambda-to-generator
pattern: 'map(lambda ${arg}: ${expr}, ${items})'
replacement: (${expr} for ${arg} in ${items})
description: Replace mapping a lambda with a generator expression
explanation: |2
Prefer generator expressions over map() or filter() with a lambda.
From Google Style Guide [2.10](https://google.github.io/styleguide/pyguide.html#210-lambda-functions)
tags:
- google-python-style-guide
- gpsg
- gpsg-lambda
tests:
- match: 'transformed_things = map(lambda x: x**2, things)'
expect: transformed_things = (x**2 for x in things)
- match: 'list(map(lambda x: x**2, things))'
expect: list(x**2 for x in things)
- no-match: 'filter(lambda x: x > x**2, things)'
- id: filter-lambda-to-generator
pattern: 'filter(lambda ${arg}: ${expr}, ${items})'
replacement: (${arg} for ${arg} in ${items} if ${expr})
description: Replace filtering with a lambda with a generator expression
explanation: |
Prefer generator expressions over map() or filter() with a lambda.
From Google Style Guide [2.10](https://google.github.io/styleguide/pyguide.html#210-lambda-functions)
tags:
- google-python-style-guide
- gpsg
- gpsg-lambda
tests:
- match: 'filtered_things = filter(lambda x: x > x**2, things)'
expect: filtered_things = (x for x in things if x > x**2)
- match: 'list(filter(lambda x: x > x**2, things))'
expect: list(x for x in things if x > x**2)
- no-match: 'map(lambda x: x**2, things)'
# ----------------------------------------------------------------------------------
# 2.11 Conditional Expression Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section ensures conditional expressions are kept short and simple.
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/conditional_expression_rules.py](./examples/individual_rules/conditional_expression_rules.py)
- id: no-complex-if-expressions
description: Only use conditional expressions for simple cases
explanation: |2
Each portion [of the conditional expression] must fit on one line: `true-expression`, `if-expression`, `else-expression`. Use a complete if statement when things get more complicated.
From Google Style Guide [2.11.4](https://google.github.io/styleguide/pyguide.html#2114-decision)
pattern: ${value} if ${test} else ${default}
condition: value.character_count() > 80 or test.character_count() > 80 or default.character_count() > 80
tags:
- google-python-style-guide
- gpsg
tests:
- no-match: a = 1 if cond else 2
- match: a = 1 if this_is_an_incredibly_long_condition_that_is_more_than_80_characters_long_no_joking_around else 2
- match: a = this_is_an_incredibly_long_value_that_is_more_than_80_characters_long_no_joking_around if cond else 2
- match: a = 1 if cond else this_is_an_incredibly_long_value_that_is_more_than_80_characters_long_no_joking_around
- match: a = 1 if cond else this_is_an_incredibly_long_value + is_more_than_80_characters_long_no_joking_around()
# ----------------------------------------------------------------------------------
# 2.17 Decorator Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section prevents [`staticmethod`](https://docs.python.org/3/library/functions.html#staticmethod) from being used.
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/decorator_rules.py](./examples/individual_rules/decorator_rules.py)
- id: do-not-use-staticmethod
pattern: |
@staticmethod
def ${name}(...):
...
description: Do not use the staticmethod decorator
explanation: |
Never use staticmethod unless forced to in order to integrate with an API defined in an existing library. Write a module level function instead.
From: Google Style Guide [2.17.4](https://google.github.io/styleguide/pyguide.html#2174-decision)
tags:
- google-python-style-guide
- gpsg
tests:
- match: |
@staticmethod
def suggested_event(new_suggestion) -> str:
pass
- match: |
@staticmethod
def suggested_event(new_suggestion: bool) -> str:
pass
- no-match: |
def suggested_event(new_suggestion) -> str:
pass
- no-match: |
@staticmethod # Note that this will not currently trigger where there are other decorators
@other_decorator
def suggested_event(new_suggestion) -> str:
pass
# ----------------------------------------------------------------------------------
# 2.21 Type Annotation Rules
# ----------------------------------------------------------------------------------
#
# The rules in this section suggest the addition of type annotations to functions and
# methods.
#
# Individual examples for these rules in action can be found at
# [examples/individual_rules/type_annotations_rules.py](./examples/individual_rules/type_annotations_rules.py)
- id: require-parameter-annotation
pattern: |
def ${name}(..., ${arg}: !!!=${default?}, ...):
...
condition: |
not name.starts_with("_")
and not arg.equals("self")
and not arg.equals("cls")
and not arg.equals("*")
and not arg.equals("/")
paths:
exclude:
- test_*.py
- '*_test.py'
description: Annotate parameter `${arg}` in public function/method `${name}` with a type annotation
explanation: |
Adding type annotations has several benefits:
1. It improves the documentation of the function
2. It allows the function to be checked for correctness
3. It allows checking that the function callers are passing the correct params
These [mypy docs](https://mypy.readthedocs.io/en/stable/cheat_sheet_py3.html#functions) describe how to
annotate function arguments and return types.
From Google Style Guide [2.21](https://google.github.io/styleguide/pyguide#221-type-annotated-code)
tags:
- google-python-style-guide
- gpsg
- gpsg-type-annotations
tests:
- match: |
def add(a, b: int):
return a + b
- match: |
def f(a=1):
return a * 2
- no-match: |
def f() -> int:
pass
- no-match: |
def f(a: int, b: str):
pass
- no-match: |
def f(self, a: int, b: str):
pass
- no-match: |
def f(cls, a: int, b: str):
pass
- no-match: |
def f(a: int, *, b: str):
pass
- no-match: |
def f(a: int, /, b: str):
pass
- id: require-return-annotation
pattern: |
def ${name}(...) -> !!!:
...
condition: not name.starts_with("_")
paths:
exclude:
- test_*.py
- '*_test.py'
description: Annotate public function/method `${name}` with a return type annotation
explanation: |
Adding type annotations has several benefits:
1. It improves the documentation of the function
2. It allows the function to be checked for correctness
3. It allows checking that the function callers are passing the correct params
These [mypy docs](https://mypy.readthedocs.io/en/stable/cheat_sheet_py3.html#functions) describe how to
annotate function arguments and return types.
From Google Style Guide [2.21](https://google.github.io/styleguide/pyguide#221-type-annotated-code)
tags:
- google-python-style-guide
- gpsg
- gpsg-type-annotations
tests:
- match: |
def f():
x()
- no-match: |
def f() -> int:
x()
- match: |
def f(a: int, b: str):
x()
- no-match: |
def f(something) -> int:
x()
# ----------------------------------------------------------------------------------
# 3.8 Docstring and Comment Rules
# ----------------------------------------------------------------------------------
#
# The rules in this section ensure that functions, methods, classes and modules contain
# docstrings.
#
# Individual examples for these rules in action can be found at
# [examples/individual_rules/docstring_and_comment_rules.py](./examples/individual_rules/docstring_and_comment_rules.py)
- id: docstrings-for-classes
pattern: |
class ${c}(...):
"""!!!"""
...
description: Public classes should have docstrings
explanation: |
All public classes should have a docstring describing the class.
The class docstring should also document the class' public attributes.
From Google Style Guide [3.8.4](https://google.github.io/styleguide/pyguide.html#384-classes)
condition: not c.starts_with("_")
paths:
exclude:
- test_*.py
- '*_test.py'
tags:
- google-python-style-guide
- gpsg
- gpsg-docstrings
tests:
- match: |
class CheeseShopAddress:
...
- match: |
class CheeseShopAddress(Address):
...
- match: |
class OutOfCheeseError(Exception):
def __str__(self):
...
- no-match: |
class CheeseShopAddress:
"""The address of a cheese shop."""
- no-match: |
class OutOfCheeseError(Exception):
"""No more cheese is available."""
def __str__(self):
...
- no-match: |
class _BrieCounter:
limit: 500
- id: docstrings-for-functions
pattern: |
def ${f}(...):
"""!!!"""
${body*}
description: Functions should have docstrings
explanation: |
A function must have a docstring, unless it meets all of the following criteria:
- not externally visible
- very short
- obvious
From Google Style Guide [3.8.3](https://google.github.io/styleguide/pyguide.html#383-functions-and-methods)
condition: not ((f.starts_with("_") and body.statement_count() < 5) or pattern.in_function_scope())
paths:
exclude:
- test_*.py
- '*_test.py'
tags:
- google-python-style-guide
- gpsg
- gpsg-docstrings
tests:
- match: |
def grow(plant):
assert plant.is_alive()
_grow(plant)
- match: |
def _grow(plant):
pot = plant.owner.get_empty_pot()
pot.contents.add("soil", fraction=0.5)
pot.contents.add(plant, orientation="vertical")
for day in range(0, plant.__class__.gestation_time, plant.__class__.watering_interval):
pot.contents.add("water", amount="200ml")
- no-match: |
class PotContents:
def add(item, fraction=None, amount=None, **kwargs):
"""Adds `item` to the pot.
The pot can be filled to either a `fraction` of its volume, or by an `amount` specified.
"""
...
- no-match: |
def _log_growth(plant):
logger.info("plant size: %s", plant.size)
- no-match: |
def log_growth_error(f):
"""Captures and logs any growth errors inside `f`"""
def wrapped(*args, **kwargs):
try:
return f(*args, **kwargs)
except GrowthError:
logger.warning("growth error")
return wrapped
- id: docstrings-for-packages
pattern: |
'''!!!'''
...
condition: pattern.in_module_scope()
paths:
include:
- __init__.py
description: Packages should have docstrings
explanation: |
Python packages should contain a docstring describing the contents and usage of the package.
From Google Style Guide [3.8.2](https://google.github.io/styleguide/pyguide.html#382-modules)
tags:
- google-python-style-guide
- gpsg
- gpsg-docstrings
tests:
- match: |
def hello():
print("hello")
- match: |
class Hello:
"""Hello"""
def hello():
"""Prints 'hello'"""
print("hello")
- no-match: |
"""Hello module"""
def hello():
print("hello")
- id: docstrings-for-modules
pattern: |
'''!!!'''
...
condition: pattern.in_module_scope()
paths:
exclude:
- test_*.py
- '*_test.py'
- __init__.py
description: Modules should have docstrings
explanation: |
Modules (Python files) should start with docstrings describing the contents and usage of the module.
From Google Style Guide [3.8.2](https://google.github.io/styleguide/pyguide.html#382-modules)
tags:
- google-python-style-guide
- gpsg
- gpsg-docstrings
tests:
- match: |
def hello():
print("hello")
- match: |
class Hello:
"""Hello"""
def hello():
"""Prints 'hello'"""
print("hello")
- no-match: |
"""Hello module"""
def hello():
print("hello")
# ----------------------------------------------------------------------------------
# 3.15 Getter and Setter Rules
# ----------------------------------------------------------------------------------
#
# The rule in this section prevents the definition of trivial getters and setters (i.e.,
# methods that have no extra logic apart from reading or writing an attribute).
#
# Individual examples for this rule in action can be found at
# [examples/individual_rules/getter_and_setter_rules.py](./examples/individual_rules/getter_and_setter_rules.py)
- id: avoid-trivial-properties
description: Avoid defining trivial properties
explanation: |
Getter and setter functions (also called accessors and mutators) should be used when
they provide a meaningful role or behavior for getting or setting a variable's
value.
In particular, they should be used when getting or setting the variable is complex
or the cost is significant, either currently or in a reasonable future.
If, for example, a pair of getters/setters simply read and write an internal
attribute, the internal attribute should be made public instead. By comparison, if
setting a variable means some state is invalidated or rebuilt, it should be a setter
function. The function invocation hints that a potentially non-trivial operation is
occurring. Alternatively, properties may be an option when simple logic is needed,
or refactoring to no longer need getters and setters.
From Google Style Guide [3.15](https://google.github.io/styleguide/pyguide#315-getters-and-setters)
pattern: |
@property
def ${f}(self):
return self.${value}
...
@${f}.setter
def ${setter}(self, ${other}):
self.${value} = ${other}
tags:
- google-python-style-guide
- gpsg
tests:
- match: |
class Student:
def __init__(self, name):
self._name = name
@property
def name(self):
return self._name
@name.setter
def name(self, new_name):
self._name = new_name
- match: |
class Student:
def __init__(self, name, grade):
self._name = name
self._grade = grade
@property
def name(self):
return self._name
def get_grade(self):
return self._grade
@name.setter
def name(self, new_name):
self._name = new_name
- match: |
class Student:
def __init__(self, name: str) -> None:
self._name: str = name
@property
def name(self) -> str:
return self._name
@name.setter
def name(self, new_name: str) -> None:
self._name = new_name
- no-match: |
class Student:
def __init__(self, name: str) -> None:
self._name: str = name
@property
def name(self) -> str:
return self._name.title() # perform computation on name
@name.setter
def name(self, new_name: str) -> None:
self._name = new_name
- no-match: |
class Student:
def __init__(self, name: str) -> None:
self._name: str = name
@property
def name(self) -> str:
return self._name.title() # perform computation on name
# no setter: this means that `Student.name` is read-only
# ----------------------------------------------------------------------------------
# 3.16 Naming Rules
# ----------------------------------------------------------------------------------
#
# The rules in this section help ensure that variable, function and class names are
# consistent, concise and descriptive.
#
# Individual examples for these rules in action can be found at
# [examples/individual_rules/naming_rules.py](./examples/individual_rules/naming_rules.py)
- id: avoid-single-character-names-variables
pattern: ${var} = ${value}
condition: var.character_count() == 1
description: Avoid single character names
explanation: |
Avoid single character names, except for specifically allowed cases:
- counters or iterators (e.g. `i`, `j`, `k`, `v`, et al.)
- `e` as an exception identifier in `try`/`except` statements.
- `f` as a file handle in `with` statements
- private `TypeVar`s with no constraints (e.g. `_T`, `_U`, `_V`)
From Google Style Guide [3.16.1](https://google.github.io/styleguide/pyguide.html#3161-names-to-avoid)
tags:
- google-python-style-guide
- gpsg
- gpsg-naming
tests:
- match: i = 0
- no-match: initial_value = 0
- match: A = get_account()
- no-match: account = get_account()
- no-match: |
for i in range(10):
print(i)
- no-match: |
try:
explode_computer()
except ExplosionError as e:
pass
- no-match: |
with open("file.txt") as f:
contents = f.read()
- no-match: |
from typing import TypeVar
_T = TypeVar("_T")
- id: avoid-single-character-names-functions
pattern: |
def ${function_name}(...):
...
condition: function_name.character_count() == 1
description: Avoid single character names
explanation: |
Avoid single character names, except for specifically allowed cases:
- counters or iterators (e.g. `i`, `j`, `k`, `v`, et al.)
- `e` as an exception identifier in `try`/`except` statements.
- `f` as a file handle in `with` statements
- private `TypeVar`s with no constraints (e.g. `_T`, `_U`, `_V`)
From Google Style Guide [3.16.1](https://google.github.io/styleguide/pyguide.html#3161-names-to-avoid)
tags:
- google-python-style-guide
- gpsg
- gpsg-naming
tests:
- match: |
def f():
pass
- match: |
async def f():
pass
- no-match: |
def function_with_good_and_descriptive_name():
pass
- match: |
def g(a, b: int = 0, **kwargs) -> str:
if b > 5:
return str(a) + str(b) + str(kwargs)
return "b <= 4"
- no-match: |
def perform_calculation(a, b: int = 0, **kwargs) -> str:
if b > 5:
return str(a) + str(b) + str(kwargs)
return "b <= 4"
- match: |
class MyClass:
def m(self, a: int, b: float) -> str:
print(a)
return repr(b)
- no-match: |
class MyClass:
def good_method(self, a: int, b: float) -> str:
print(a)
return repr(b)
- id: name-type-suffix
pattern: ${name} = ${value}
condition: |
name.ends_with("_dict")
or name.ends_with("_list")
or name.ends_with("_set")
or name.ends_with("_int")
or name.ends_with("_float")
or name.ends_with("_str")
description: Don't use the type of a variable as a suffix
explanation: |
Names shouldn't needlessly include the type of the variable.
Such suffix might be OK for more complex types,
e.g. first_account, advanced_account.
But it's rarely necessary for built-in types.