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- # Licensed under the GPL: https://www.gnu.org/licenses/old-licenses/gpl-2.0.html
- # For details: https://github.com/PyCQA/pylint/blob/main/LICENSE
- # Copyright (c) https://github.com/PyCQA/pylint/blob/main/CONTRIBUTORS.txt
- """Comparison checker from the basic checker."""
- import astroid
- from astroid import nodes
- from pylint.checkers import utils
- from pylint.checkers.base.basic_checker import _BasicChecker
- from pylint.interfaces import HIGH
- LITERAL_NODE_TYPES = (nodes.Const, nodes.Dict, nodes.List, nodes.Set)
- COMPARISON_OPERATORS = frozenset(("==", "!=", "<", ">", "<=", ">="))
- TYPECHECK_COMPARISON_OPERATORS = frozenset(("is", "is not", "==", "!="))
- TYPE_QNAME = "builtins.type"
- def _is_one_arg_pos_call(call: nodes.NodeNG) -> bool:
- """Is this a call with exactly 1 positional argument ?"""
- return isinstance(call, nodes.Call) and len(call.args) == 1 and not call.keywords
- class ComparisonChecker(_BasicChecker):
- """Checks for comparisons.
- - singleton comparison: 'expr == True', 'expr == False' and 'expr == None'
- - yoda condition: 'const "comp" right' where comp can be '==', '!=', '<',
- '<=', '>' or '>=', and right can be a variable, an attribute, a method or
- a function
- """
- msgs = {
- "C0121": (
- "Comparison %s should be %s",
- "singleton-comparison",
- "Used when an expression is compared to singleton "
- "values like True, False or None.",
- ),
- "C0123": (
- "Use isinstance() rather than type() for a typecheck.",
- "unidiomatic-typecheck",
- "The idiomatic way to perform an explicit typecheck in "
- "Python is to use isinstance(x, Y) rather than "
- "type(x) == Y, type(x) is Y. Though there are unusual "
- "situations where these give different results.",
- {"old_names": [("W0154", "old-unidiomatic-typecheck")]},
- ),
- "R0123": (
- "In '%s', use '%s' when comparing constant literals not '%s' ('%s')",
- "literal-comparison",
- "Used when comparing an object to a literal, which is usually "
- "what you do not want to do, since you can compare to a different "
- "literal than what was expected altogether.",
- ),
- "R0124": (
- "Redundant comparison - %s",
- "comparison-with-itself",
- "Used when something is compared against itself.",
- ),
- "R0133": (
- "Comparison between constants: '%s %s %s' has a constant value",
- "comparison-of-constants",
- "When two literals are compared with each other the result is a constant. "
- "Using the constant directly is both easier to read and more performant. "
- "Initializing 'True' and 'False' this way is not required since Python 2.3.",
- ),
- "W0143": (
- "Comparing against a callable, did you omit the parenthesis?",
- "comparison-with-callable",
- "This message is emitted when pylint detects that a comparison with a "
- "callable was made, which might suggest that some parenthesis were omitted, "
- "resulting in potential unwanted behaviour.",
- ),
- "W0177": (
- "Comparison %s should be %s",
- "nan-comparison",
- "Used when an expression is compared to NaN "
- "values like numpy.NaN and float('nan').",
- ),
- }
- def _check_singleton_comparison(
- self,
- left_value: nodes.NodeNG,
- right_value: nodes.NodeNG,
- root_node: nodes.Compare,
- checking_for_absence: bool = False,
- ) -> None:
- """Check if == or != is being used to compare a singleton value."""
- if utils.is_singleton_const(left_value):
- singleton, other_value = left_value.value, right_value
- elif utils.is_singleton_const(right_value):
- singleton, other_value = right_value.value, left_value
- else:
- return
- singleton_comparison_example = {False: "'{} is {}'", True: "'{} is not {}'"}
- # True/False singletons have a special-cased message in case the user is
- # mistakenly using == or != to check for truthiness
- if singleton in {True, False}:
- suggestion_template = (
- "{} if checking for the singleton value {}, or {} if testing for {}"
- )
- truthiness_example = {False: "not {}", True: "{}"}
- truthiness_phrase = {True: "truthiness", False: "falsiness"}
- # Looks for comparisons like x == True or x != False
- checking_truthiness = singleton is not checking_for_absence
- suggestion = suggestion_template.format(
- singleton_comparison_example[checking_for_absence].format(
- left_value.as_string(), right_value.as_string()
- ),
- singleton,
- (
- "'bool({})'"
- if not utils.is_test_condition(root_node) and checking_truthiness
- else "'{}'"
- ).format(
- truthiness_example[checking_truthiness].format(
- other_value.as_string()
- )
- ),
- truthiness_phrase[checking_truthiness],
- )
- else:
- suggestion = singleton_comparison_example[checking_for_absence].format(
- left_value.as_string(), right_value.as_string()
- )
- self.add_message(
- "singleton-comparison",
- node=root_node,
- args=(f"'{root_node.as_string()}'", suggestion),
- )
- def _check_nan_comparison(
- self,
- left_value: nodes.NodeNG,
- right_value: nodes.NodeNG,
- root_node: nodes.Compare,
- checking_for_absence: bool = False,
- ) -> None:
- def _is_float_nan(node: nodes.NodeNG) -> bool:
- try:
- if isinstance(node, nodes.Call) and len(node.args) == 1:
- if (
- node.args[0].value.lower() == "nan"
- and node.inferred()[0].pytype() == "builtins.float"
- ):
- return True
- return False
- except AttributeError:
- return False
- def _is_numpy_nan(node: nodes.NodeNG) -> bool:
- if isinstance(node, nodes.Attribute) and node.attrname == "NaN":
- if isinstance(node.expr, nodes.Name):
- return node.expr.name in {"numpy", "nmp", "np"}
- return False
- def _is_nan(node: nodes.NodeNG) -> bool:
- return _is_float_nan(node) or _is_numpy_nan(node)
- nan_left = _is_nan(left_value)
- if not nan_left and not _is_nan(right_value):
- return
- absence_text = ""
- if checking_for_absence:
- absence_text = "not "
- if nan_left:
- suggestion = f"'{absence_text}math.isnan({right_value.as_string()})'"
- else:
- suggestion = f"'{absence_text}math.isnan({left_value.as_string()})'"
- self.add_message(
- "nan-comparison",
- node=root_node,
- args=(f"'{root_node.as_string()}'", suggestion),
- )
- def _check_literal_comparison(
- self, literal: nodes.NodeNG, node: nodes.Compare
- ) -> None:
- """Check if we compare to a literal, which is usually what we do not want to do."""
- is_other_literal = isinstance(literal, (nodes.List, nodes.Dict, nodes.Set))
- is_const = False
- if isinstance(literal, nodes.Const):
- if isinstance(literal.value, bool) or literal.value is None:
- # Not interested in these values.
- return
- is_const = isinstance(literal.value, (bytes, str, int, float))
- if is_const or is_other_literal:
- incorrect_node_str = node.as_string()
- if "is not" in incorrect_node_str:
- equal_or_not_equal = "!="
- is_or_is_not = "is not"
- else:
- equal_or_not_equal = "=="
- is_or_is_not = "is"
- fixed_node_str = incorrect_node_str.replace(
- is_or_is_not, equal_or_not_equal
- )
- self.add_message(
- "literal-comparison",
- args=(
- incorrect_node_str,
- equal_or_not_equal,
- is_or_is_not,
- fixed_node_str,
- ),
- node=node,
- confidence=HIGH,
- )
- def _check_logical_tautology(self, node: nodes.Compare) -> None:
- """Check if identifier is compared against itself.
- :param node: Compare node
- :Example:
- val = 786
- if val == val: # [comparison-with-itself]
- pass
- """
- left_operand = node.left
- right_operand = node.ops[0][1]
- operator = node.ops[0][0]
- if isinstance(left_operand, nodes.Const) and isinstance(
- right_operand, nodes.Const
- ):
- left_operand = left_operand.value
- right_operand = right_operand.value
- elif isinstance(left_operand, nodes.Name) and isinstance(
- right_operand, nodes.Name
- ):
- left_operand = left_operand.name
- right_operand = right_operand.name
- if left_operand == right_operand:
- suggestion = f"{left_operand} {operator} {right_operand}"
- self.add_message("comparison-with-itself", node=node, args=(suggestion,))
- def _check_constants_comparison(self, node: nodes.Compare) -> None:
- """When two constants are being compared it is always a logical tautology."""
- left_operand = node.left
- if not isinstance(left_operand, nodes.Const):
- return
- right_operand = node.ops[0][1]
- if not isinstance(right_operand, nodes.Const):
- return
- operator = node.ops[0][0]
- self.add_message(
- "comparison-of-constants",
- node=node,
- args=(left_operand.value, operator, right_operand.value),
- confidence=HIGH,
- )
- def _check_callable_comparison(self, node: nodes.Compare) -> None:
- operator = node.ops[0][0]
- if operator not in COMPARISON_OPERATORS:
- return
- bare_callables = (nodes.FunctionDef, astroid.BoundMethod)
- left_operand, right_operand = node.left, node.ops[0][1]
- # this message should be emitted only when there is comparison of bare callable
- # with non bare callable.
- number_of_bare_callables = 0
- for operand in left_operand, right_operand:
- inferred = utils.safe_infer(operand)
- # Ignore callables that raise, as well as typing constants
- # implemented as functions (that raise via their decorator)
- if (
- isinstance(inferred, bare_callables)
- and "typing._SpecialForm" not in inferred.decoratornames()
- and not any(isinstance(x, nodes.Raise) for x in inferred.body)
- ):
- number_of_bare_callables += 1
- if number_of_bare_callables == 1:
- self.add_message("comparison-with-callable", node=node)
- @utils.only_required_for_messages(
- "singleton-comparison",
- "unidiomatic-typecheck",
- "literal-comparison",
- "comparison-with-itself",
- "comparison-of-constants",
- "comparison-with-callable",
- "nan-comparison",
- )
- def visit_compare(self, node: nodes.Compare) -> None:
- self._check_callable_comparison(node)
- self._check_logical_tautology(node)
- self._check_unidiomatic_typecheck(node)
- self._check_constants_comparison(node)
- # NOTE: this checker only works with binary comparisons like 'x == 42'
- # but not 'x == y == 42'
- if len(node.ops) != 1:
- return
- left = node.left
- operator, right = node.ops[0]
- if operator in {"==", "!="}:
- self._check_singleton_comparison(
- left, right, node, checking_for_absence=operator == "!="
- )
- if operator in {"==", "!=", "is", "is not"}:
- self._check_nan_comparison(
- left, right, node, checking_for_absence=operator in {"!=", "is not"}
- )
- if operator in {"is", "is not"}:
- self._check_literal_comparison(right, node)
- def _check_unidiomatic_typecheck(self, node: nodes.Compare) -> None:
- operator, right = node.ops[0]
- if operator in TYPECHECK_COMPARISON_OPERATORS:
- left = node.left
- if _is_one_arg_pos_call(left):
- self._check_type_x_is_y(node, left, operator, right)
- def _check_type_x_is_y(
- self,
- node: nodes.Compare,
- left: nodes.NodeNG,
- operator: str,
- right: nodes.NodeNG,
- ) -> None:
- """Check for expressions like type(x) == Y."""
- left_func = utils.safe_infer(left.func)
- if not (
- isinstance(left_func, nodes.ClassDef) and left_func.qname() == TYPE_QNAME
- ):
- return
- if operator in {"is", "is not"} and _is_one_arg_pos_call(right):
- right_func = utils.safe_infer(right.func)
- if (
- isinstance(right_func, nodes.ClassDef)
- and right_func.qname() == TYPE_QNAME
- ):
- # type(x) == type(a)
- right_arg = utils.safe_infer(right.args[0])
- if not isinstance(right_arg, LITERAL_NODE_TYPES):
- # not e.g. type(x) == type([])
- return
- self.add_message("unidiomatic-typecheck", node=node)
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