mirror of
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501 lines
16 KiB
Python
501 lines
16 KiB
Python
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# -*- coding: utf-8 -*-
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# Copyright (c) 2006, 2009-2010, 2012-2015 LOGILAB S.A. (Paris, FRANCE) <contact@logilab.fr>
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# Copyright (c) 2012, 2014 Google, Inc.
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# Copyright (c) 2014-2020 Claudiu Popa <pcmanticore@gmail.com>
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# Copyright (c) 2014 Arun Persaud <arun@nubati.net>
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# Copyright (c) 2015 Ionel Cristian Maries <contact@ionelmc.ro>
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# Copyright (c) 2016 Łukasz Rogalski <rogalski.91@gmail.com>
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# Copyright (c) 2017 ahirnish <ahirnish@gmail.com>
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# Copyright (c) 2018 Lucas Cimon <lucas.cimon@gmail.com>
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# Copyright (c) 2018 Mike Frysinger <vapier@gmail.com>
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# Copyright (c) 2018 Mark Miller <725mrm@gmail.com>
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# Copyright (c) 2018 Ashley Whetter <ashley@awhetter.co.uk>
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# Copyright (c) 2018 Ville Skyttä <ville.skytta@iki.fi>
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# Copyright (c) 2018 Jakub Wilk <jwilk@jwilk.net>
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# Copyright (c) 2019 Pierre Sassoulas <pierre.sassoulas@gmail.com>
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# Copyright (c) 2019 Michael Scott Cuthbert <cuthbert@mit.edu>
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# Copyright (c) 2020 Anthony Sottile <asottile@umich.edu>
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# Licensed under the GPL: https://www.gnu.org/licenses/old-licenses/gpl-2.0.html
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# For details: https://github.com/PyCQA/pylint/blob/master/COPYING
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"""check for signs of poor design"""
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import re
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from collections import defaultdict
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import astroid
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from astroid import BoolOp, If, decorators
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from pylint import utils
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from pylint.checkers import BaseChecker
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from pylint.checkers.utils import check_messages
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from pylint.interfaces import IAstroidChecker
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MSGS = {
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"R0901": (
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"Too many ancestors (%s/%s)",
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"too-many-ancestors",
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"Used when class has too many parent classes, try to reduce "
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"this to get a simpler (and so easier to use) class.",
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),
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"R0902": (
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"Too many instance attributes (%s/%s)",
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"too-many-instance-attributes",
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"Used when class has too many instance attributes, try to reduce "
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"this to get a simpler (and so easier to use) class.",
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),
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"R0903": (
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"Too few public methods (%s/%s)",
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"too-few-public-methods",
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"Used when class has too few public methods, so be sure it's "
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"really worth it.",
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),
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"R0904": (
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"Too many public methods (%s/%s)",
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"too-many-public-methods",
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"Used when class has too many public methods, try to reduce "
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"this to get a simpler (and so easier to use) class.",
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),
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"R0911": (
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"Too many return statements (%s/%s)",
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"too-many-return-statements",
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"Used when a function or method has too many return statement, "
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"making it hard to follow.",
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),
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"R0912": (
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"Too many branches (%s/%s)",
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"too-many-branches",
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"Used when a function or method has too many branches, "
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"making it hard to follow.",
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),
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"R0913": (
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"Too many arguments (%s/%s)",
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"too-many-arguments",
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"Used when a function or method takes too many arguments.",
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),
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"R0914": (
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"Too many local variables (%s/%s)",
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"too-many-locals",
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"Used when a function or method has too many local variables.",
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),
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"R0915": (
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"Too many statements (%s/%s)",
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"too-many-statements",
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"Used when a function or method has too many statements. You "
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"should then split it in smaller functions / methods.",
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),
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"R0916": (
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"Too many boolean expressions in if statement (%s/%s)",
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"too-many-boolean-expressions",
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"Used when an if statement contains too many boolean expressions.",
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),
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}
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SPECIAL_OBJ = re.compile("^_{2}[a-z]+_{2}$")
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DATACLASSES_DECORATORS = frozenset({"dataclass", "attrs"})
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DATACLASS_IMPORT = "dataclasses"
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TYPING_NAMEDTUPLE = "typing.NamedTuple"
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def _is_exempt_from_public_methods(node: astroid.ClassDef) -> bool:
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"""Check if a class is exempt from too-few-public-methods"""
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# If it's a typing.Namedtuple or an Enum
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for ancestor in node.ancestors():
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if ancestor.name == "Enum" and ancestor.root().name == "enum":
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return True
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if ancestor.qname() == TYPING_NAMEDTUPLE:
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return True
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# Or if it's a dataclass
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if not node.decorators:
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return False
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root_locals = set(node.root().locals)
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for decorator in node.decorators.nodes:
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if isinstance(decorator, astroid.Call):
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decorator = decorator.func
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if not isinstance(decorator, (astroid.Name, astroid.Attribute)):
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continue
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if isinstance(decorator, astroid.Name):
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name = decorator.name
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else:
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name = decorator.attrname
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if name in DATACLASSES_DECORATORS and (
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root_locals.intersection(DATACLASSES_DECORATORS)
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or DATACLASS_IMPORT in root_locals
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):
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return True
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return False
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def _count_boolean_expressions(bool_op):
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"""Counts the number of boolean expressions in BoolOp `bool_op` (recursive)
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example: a and (b or c or (d and e)) ==> 5 boolean expressions
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"""
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nb_bool_expr = 0
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for bool_expr in bool_op.get_children():
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if isinstance(bool_expr, BoolOp):
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nb_bool_expr += _count_boolean_expressions(bool_expr)
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else:
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nb_bool_expr += 1
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return nb_bool_expr
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def _count_methods_in_class(node):
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all_methods = sum(1 for method in node.methods() if not method.name.startswith("_"))
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# Special methods count towards the number of public methods,
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# but don't count towards there being too many methods.
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for method in node.mymethods():
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if SPECIAL_OBJ.search(method.name) and method.name != "__init__":
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all_methods += 1
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return all_methods
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class MisdesignChecker(BaseChecker):
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"""checks for sign of poor/misdesign:
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* number of methods, attributes, local variables...
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* size, complexity of functions, methods
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"""
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__implements__ = (IAstroidChecker,)
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# configuration section name
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name = "design"
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# messages
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msgs = MSGS
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priority = -2
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# configuration options
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options = (
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(
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"max-args",
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{
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"default": 5,
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"type": "int",
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"metavar": "<int>",
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"help": "Maximum number of arguments for function / method.",
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},
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),
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(
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"max-locals",
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{
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"default": 15,
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"type": "int",
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"metavar": "<int>",
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"help": "Maximum number of locals for function / method body.",
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},
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),
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(
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"max-returns",
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{
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"default": 6,
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"type": "int",
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"metavar": "<int>",
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"help": "Maximum number of return / yield for function / "
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"method body.",
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},
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),
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(
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"max-branches",
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{
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"default": 12,
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"type": "int",
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"metavar": "<int>",
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"help": "Maximum number of branch for function / method body.",
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},
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),
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(
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"max-statements",
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{
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"default": 50,
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"type": "int",
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"metavar": "<int>",
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"help": "Maximum number of statements in function / method " "body.",
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},
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),
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(
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"max-parents",
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{
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"default": 7,
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"type": "int",
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"metavar": "<num>",
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"help": "Maximum number of parents for a class (see R0901).",
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},
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),
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(
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"max-attributes",
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{
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"default": 7,
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"type": "int",
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"metavar": "<num>",
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"help": "Maximum number of attributes for a class \
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(see R0902).",
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},
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),
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(
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"min-public-methods",
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{
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"default": 2,
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"type": "int",
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"metavar": "<num>",
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"help": "Minimum number of public methods for a class \
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(see R0903).",
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},
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),
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(
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"max-public-methods",
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{
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"default": 20,
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"type": "int",
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"metavar": "<num>",
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"help": "Maximum number of public methods for a class \
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(see R0904).",
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},
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),
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(
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"max-bool-expr",
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{
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"default": 5,
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"type": "int",
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"metavar": "<num>",
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"help": "Maximum number of boolean expressions in an if "
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"statement (see R0916).",
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},
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),
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)
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def __init__(self, linter=None):
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BaseChecker.__init__(self, linter)
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self.stats = None
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self._returns = None
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self._branches = None
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self._stmts = None
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def open(self):
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"""initialize visit variables"""
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self.stats = self.linter.add_stats()
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self._returns = []
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self._branches = defaultdict(int)
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self._stmts = []
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def _inc_all_stmts(self, amount):
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for i in range(len(self._stmts)):
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self._stmts[i] += amount
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@decorators.cachedproperty
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def _ignored_argument_names(self):
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return utils.get_global_option(self, "ignored-argument-names", default=None)
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@check_messages(
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"too-many-ancestors",
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"too-many-instance-attributes",
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"too-few-public-methods",
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"too-many-public-methods",
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)
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def visit_classdef(self, node):
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"""check size of inheritance hierarchy and number of instance attributes
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"""
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nb_parents = len(list(node.ancestors()))
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if nb_parents > self.config.max_parents:
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self.add_message(
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"too-many-ancestors",
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node=node,
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args=(nb_parents, self.config.max_parents),
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)
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if len(node.instance_attrs) > self.config.max_attributes:
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self.add_message(
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"too-many-instance-attributes",
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node=node,
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args=(len(node.instance_attrs), self.config.max_attributes),
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)
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@check_messages("too-few-public-methods", "too-many-public-methods")
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def leave_classdef(self, node):
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"""check number of public methods"""
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my_methods = sum(
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1 for method in node.mymethods() if not method.name.startswith("_")
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)
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# Does the class contain less than n public methods ?
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# This checks only the methods defined in the current class,
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# since the user might not have control over the classes
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# from the ancestors. It avoids some false positives
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# for classes such as unittest.TestCase, which provides
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# a lot of assert methods. It doesn't make sense to warn
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# when the user subclasses TestCase to add his own tests.
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if my_methods > self.config.max_public_methods:
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self.add_message(
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"too-many-public-methods",
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node=node,
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args=(my_methods, self.config.max_public_methods),
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)
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# Stop here for exception, metaclass, interface classes and other
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# classes for which we don't need to count the methods.
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if node.type != "class" or _is_exempt_from_public_methods(node):
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return
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# Does the class contain more than n public methods ?
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# This checks all the methods defined by ancestors and
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# by the current class.
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all_methods = _count_methods_in_class(node)
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if all_methods < self.config.min_public_methods:
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self.add_message(
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"too-few-public-methods",
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node=node,
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args=(all_methods, self.config.min_public_methods),
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)
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@check_messages(
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"too-many-return-statements",
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"too-many-branches",
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"too-many-arguments",
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"too-many-locals",
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"too-many-statements",
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"keyword-arg-before-vararg",
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)
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def visit_functiondef(self, node):
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"""check function name, docstring, arguments, redefinition,
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variable names, max locals
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"""
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# init branch and returns counters
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self._returns.append(0)
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# check number of arguments
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args = node.args.args
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ignored_argument_names = self._ignored_argument_names
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if args is not None:
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ignored_args_num = 0
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if ignored_argument_names:
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ignored_args_num = sum(
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1 for arg in args if ignored_argument_names.match(arg.name)
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)
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argnum = len(args) - ignored_args_num
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if argnum > self.config.max_args:
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self.add_message(
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"too-many-arguments",
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node=node,
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args=(len(args), self.config.max_args),
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)
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else:
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ignored_args_num = 0
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# check number of local variables
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locnum = len(node.locals) - ignored_args_num
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if locnum > self.config.max_locals:
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self.add_message(
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"too-many-locals", node=node, args=(locnum, self.config.max_locals)
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)
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# init new statements counter
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self._stmts.append(1)
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visit_asyncfunctiondef = visit_functiondef
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@check_messages(
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"too-many-return-statements",
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"too-many-branches",
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"too-many-arguments",
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"too-many-locals",
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"too-many-statements",
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)
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def leave_functiondef(self, node):
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"""most of the work is done here on close:
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checks for max returns, branch, return in __init__
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"""
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returns = self._returns.pop()
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if returns > self.config.max_returns:
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self.add_message(
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"too-many-return-statements",
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node=node,
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args=(returns, self.config.max_returns),
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)
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branches = self._branches[node]
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if branches > self.config.max_branches:
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self.add_message(
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"too-many-branches",
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node=node,
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args=(branches, self.config.max_branches),
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)
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# check number of statements
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stmts = self._stmts.pop()
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if stmts > self.config.max_statements:
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self.add_message(
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"too-many-statements",
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node=node,
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args=(stmts, self.config.max_statements),
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)
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leave_asyncfunctiondef = leave_functiondef
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def visit_return(self, _):
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"""count number of returns"""
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if not self._returns:
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return # return outside function, reported by the base checker
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self._returns[-1] += 1
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def visit_default(self, node):
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"""default visit method -> increments the statements counter if
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||
|
necessary
|
||
|
"""
|
||
|
if node.is_statement:
|
||
|
self._inc_all_stmts(1)
|
||
|
|
||
|
def visit_tryexcept(self, node):
|
||
|
"""increments the branches counter"""
|
||
|
branches = len(node.handlers)
|
||
|
if node.orelse:
|
||
|
branches += 1
|
||
|
self._inc_branch(node, branches)
|
||
|
self._inc_all_stmts(branches)
|
||
|
|
||
|
def visit_tryfinally(self, node):
|
||
|
"""increments the branches counter"""
|
||
|
self._inc_branch(node, 2)
|
||
|
self._inc_all_stmts(2)
|
||
|
|
||
|
@check_messages("too-many-boolean-expressions")
|
||
|
def visit_if(self, node):
|
||
|
"""increments the branches counter and checks boolean expressions"""
|
||
|
self._check_boolean_expressions(node)
|
||
|
branches = 1
|
||
|
# don't double count If nodes coming from some 'elif'
|
||
|
if node.orelse and (len(node.orelse) > 1 or not isinstance(node.orelse[0], If)):
|
||
|
branches += 1
|
||
|
self._inc_branch(node, branches)
|
||
|
self._inc_all_stmts(branches)
|
||
|
|
||
|
def _check_boolean_expressions(self, node):
|
||
|
"""Go through "if" node `node` and counts its boolean expressions
|
||
|
|
||
|
if the "if" node test is a BoolOp node
|
||
|
"""
|
||
|
condition = node.test
|
||
|
if not isinstance(condition, BoolOp):
|
||
|
return
|
||
|
nb_bool_expr = _count_boolean_expressions(condition)
|
||
|
if nb_bool_expr > self.config.max_bool_expr:
|
||
|
self.add_message(
|
||
|
"too-many-boolean-expressions",
|
||
|
node=condition,
|
||
|
args=(nb_bool_expr, self.config.max_bool_expr),
|
||
|
)
|
||
|
|
||
|
def visit_while(self, node):
|
||
|
"""increments the branches counter"""
|
||
|
branches = 1
|
||
|
if node.orelse:
|
||
|
branches += 1
|
||
|
self._inc_branch(node, branches)
|
||
|
|
||
|
visit_for = visit_while
|
||
|
|
||
|
def _inc_branch(self, node, branchesnum=1):
|
||
|
"""increments the branches counter"""
|
||
|
self._branches[node.scope()] += branchesnum
|
||
|
|
||
|
|
||
|
def register(linter):
|
||
|
"""required method to auto register this checker """
|
||
|
linter.register_checker(MisdesignChecker(linter))
|