관리-도구

편집 파일: comparison_checker.py

# 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)