[content/test/gpu] Run pylint check of gpu tests in unittest instead of PRESUBMIT

third_party/pylint/pylint/checkers/typecheck.py

Index: third_party/pylint/pylint/checkers/typecheck.py
diff --git a/third_party/pylint/pylint/checkers/typecheck.py b/third_party/pylint/pylint/checkers/typecheck.py
new file mode 100644
index 0000000000000000000000000000000000000000..9f074ae05f6cfd662e8f246ce7b2274cb2359adf
--- /dev/null
+++ b/third_party/pylint/pylint/checkers/typecheck.py
@@ -0,0 +1,627 @@
+# Copyright (c) 2006-2013 LOGILAB S.A. (Paris, FRANCE).
+# http://www.logilab.fr/ -- mailto:contact@logilab.fr
+#
+# This program is free software; you can redistribute it and/or modify it under
+# the terms of the GNU General Public License as published by the Free Software
+# Foundation; either version 2 of the License, or (at your option) any later
+# version.
+#
+# This program is distributed in the hope that it will be useful, but WITHOUT
+# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
+# FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License along with
+# this program; if not, write to the Free Software Foundation, Inc.,
+# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+"""try to find more bugs in the code using astroid inference capabilities
+"""
+
+import re
+import shlex
+
+import astroid
+from astroid import InferenceError, NotFoundError, YES, Instance
+from astroid.bases import BUILTINS
+
+from pylint.interfaces import IAstroidChecker, INFERENCE, INFERENCE_FAILURE
+from pylint.checkers import BaseChecker
+from pylint.checkers.utils import (
+    safe_infer, is_super,
+    check_messages, decorated_with_property)
+
+MSGS = {
+    'E1101': ('%s %r has no %r member',
+              'no-member',
+              'Used when a variable is accessed for an unexistent member.',
+              {'old_names': [('E1103', 'maybe-no-member')]}),
+    'E1102': ('%s is not callable',
+              'not-callable',
+              'Used when an object being called has been inferred to a non \
+              callable object'),
+    'E1111': ('Assigning to function call which doesn\'t return',
+              'assignment-from-no-return',
+              'Used when an assignment is done on a function call but the \
+              inferred function doesn\'t return anything.'),
+    'W1111': ('Assigning to function call which only returns None',
+              'assignment-from-none',
+              'Used when an assignment is done on a function call but the \
+              inferred function returns nothing but None.'),
+
+    'E1120': ('No value for argument %s in %s call',
+              'no-value-for-parameter',
+              'Used when a function call passes too few arguments.'),
+    'E1121': ('Too many positional arguments for %s call',
+              'too-many-function-args',
+              'Used when a function call passes too many positional \
+              arguments.'),
+    'E1123': ('Unexpected keyword argument %r in %s call',
+              'unexpected-keyword-arg',
+              'Used when a function call passes a keyword argument that \
+              doesn\'t correspond to one of the function\'s parameter names.'),
+    'E1124': ('Argument %r passed by position and keyword in %s call',
+              'redundant-keyword-arg',
+              'Used when a function call would result in assigning multiple \
+              values to a function parameter, one value from a positional \
+              argument and one from a keyword argument.'),
+    'E1125': ('Missing mandatory keyword argument %r in %s call',
+              'missing-kwoa',
+              ('Used when a function call does not pass a mandatory'
+               ' keyword-only argument.'),
+              {'minversion': (3, 0)}),
+    'E1126': ('Sequence index is not an int, slice, or instance with __index__',
+              'invalid-sequence-index',
+              'Used when a sequence type is indexed with an invalid type. '
+              'Valid types are ints, slices, and objects with an __index__ '
+              'method.'),
+    'E1127': ('Slice index is not an int, None, or instance with __index__',
+              'invalid-slice-index',
+              'Used when a slice index is not an integer, None, or an object \
+               with an __index__ method.'),
+    }
+
+# builtin sequence types in Python 2 and 3.
+SEQUENCE_TYPES = set(['str', 'unicode', 'list', 'tuple', 'bytearray',
+                      'xrange', 'range', 'bytes', 'memoryview'])
+
+def _determine_callable(callable_obj):
+    # Ordering is important, since BoundMethod is a subclass of UnboundMethod,
+    # and Function inherits Lambda.
+    if isinstance(callable_obj, astroid.BoundMethod):
+        # Bound methods have an extra implicit 'self' argument.
+        return callable_obj, 1, callable_obj.type
+    elif isinstance(callable_obj, astroid.UnboundMethod):
+        return callable_obj, 0, 'unbound method'
+    elif isinstance(callable_obj, astroid.Function):
+        return callable_obj, 0, callable_obj.type
+    elif isinstance(callable_obj, astroid.Lambda):
+        return callable_obj, 0, 'lambda'
+    elif isinstance(callable_obj, astroid.Class):
+        # Class instantiation, lookup __new__ instead.
+        # If we only find object.__new__, we can safely check __init__
+        # instead.
+        try:
+            # Use the last definition of __new__.
+            new = callable_obj.local_attr('__new__')[-1]
+        except astroid.NotFoundError:
+            new = None
+
+        if not new or new.parent.scope().name == 'object':
+            try:
+                # Use the last definition of __init__.
+                callable_obj = callable_obj.local_attr('__init__')[-1]
+            except astroid.NotFoundError:
+                # do nothing, covered by no-init.
+                raise ValueError
+        else:
+            callable_obj = new
+
+        if not isinstance(callable_obj, astroid.Function):
+            raise ValueError
+        # both have an extra implicit 'cls'/'self' argument.
+        return callable_obj, 1, 'constructor'
+    else:
+        raise ValueError
+
+class TypeChecker(BaseChecker):
+    """try to find bugs in the code using type inference
+    """
+
+    __implements__ = (IAstroidChecker,)
+
+    # configuration section name
+    name = 'typecheck'
+    # messages
+    msgs = MSGS
+    priority = -1
+    # configuration options
+    options = (('ignore-mixin-members',
+                {'default' : True, 'type' : 'yn', 'metavar': '<y_or_n>',
+                 'help' : 'Tells whether missing members accessed in mixin \
+class should be ignored. A mixin class is detected if its name ends with \
+"mixin" (case insensitive).'}
+               ),
+               ('ignored-modules',
+                {'default': (),
+                 'type': 'csv',
+                 'metavar': '<module names>',
+                 'help': 'List of module names for which member attributes \
+should not be checked (useful for modules/projects where namespaces are \
+manipulated during runtime and thus existing member attributes cannot be \
+deduced by static analysis'},
+               ),
+               ('ignored-classes',
+                {'default' : ('SQLObject',),
+                 'type' : 'csv',
+                 'metavar' : '<members names>',
+                 'help' : 'List of classes names for which member attributes \
+should not be checked (useful for classes with attributes dynamically set).'}
+               ),
+
+               ('zope',
+                {'default' : False, 'type' : 'yn', 'metavar': '<y_or_n>',
+                 'help' : 'When zope mode is activated, add a predefined set \
+of Zope acquired attributes to generated-members.'}
+               ),
+               ('generated-members',
+                {'default' : ('REQUEST', 'acl_users', 'aq_parent'),
+                 'type' : 'string',
+                 'metavar' : '<members names>',
+                 'help' : 'List of members which are set dynamically and \
+missed by pylint inference system, and so shouldn\'t trigger E0201 when \
+accessed. Python regular expressions are accepted.'}
+               ),
+              )
+
+    def open(self):
+        # do this in open since config not fully initialized in __init__
+        self.generated_members = list(self.config.generated_members)
+        if self.config.zope:
+            self.generated_members.extend(('REQUEST', 'acl_users', 'aq_parent'))
+
+    def visit_assattr(self, node):
+        if isinstance(node.ass_type(), astroid.AugAssign):
+            self.visit_getattr(node)
+
+    def visit_delattr(self, node):
+        self.visit_getattr(node)
+
+    @check_messages('no-member')
+    def visit_getattr(self, node):
+        """check that the accessed attribute exists
+
+        to avoid to much false positives for now, we'll consider the code as
+        correct if a single of the inferred nodes has the accessed attribute.
+
+        function/method, super call and metaclasses are ignored
+        """
+        # generated_members may containt regular expressions
+        # (surrounded by quote `"` and followed by a comma `,`)
+        # REQUEST,aq_parent,"[a-zA-Z]+_set{1,2}"' =>
+        # ('REQUEST', 'aq_parent', '[a-zA-Z]+_set{1,2}')
+        if isinstance(self.config.generated_members, str):
+            gen = shlex.shlex(self.config.generated_members)
+            gen.whitespace += ','
+            gen.wordchars += '[]-+'
+            self.config.generated_members = tuple(tok.strip('"') for tok in gen)
+        for pattern in self.config.generated_members:
+            # attribute is marked as generated, stop here
+            if re.match(pattern, node.attrname):
+                return
+        try:
+            infered = list(node.expr.infer())
+        except InferenceError:
+            return
+        # list of (node, nodename) which are missing the attribute
+        missingattr = set()
+        ignoremim = self.config.ignore_mixin_members
+        inference_failure = False
+        for owner in infered:
+            # skip yes object
+            if owner is YES:
+                inference_failure = True
+                continue
+            # skip None anyway
+            if isinstance(owner, astroid.Const) and owner.value is None:
+                continue
+            # XXX "super" / metaclass call
+            if is_super(owner) or getattr(owner, 'type', None) == 'metaclass':
+                continue
+            name = getattr(owner, 'name', 'None')
+            if name in self.config.ignored_classes:
+                continue
+            if ignoremim and name[-5:].lower() == 'mixin':
+                continue
+            try:
+                if not [n for n in owner.getattr(node.attrname)
+                        if not isinstance(n.statement(), astroid.AugAssign)]:
+                    missingattr.add((owner, name))
+                    continue
+            except AttributeError:
+                # XXX method / function
+                continue
+            except NotFoundError:
+                if isinstance(owner, astroid.Function) and owner.decorators:
+                    continue
+                if isinstance(owner, Instance) and owner.has_dynamic_getattr():
+                    continue
+                # explicit skipping of module member access
+                if owner.root().name in self.config.ignored_modules:
+                    continue
+                if isinstance(owner, astroid.Class):
+                    # Look up in the metaclass only if the owner is itself
+                    # a class.
+                    # TODO: getattr doesn't return by default members
+                    # from the metaclass, because handling various cases
+                    # of methods accessible from the metaclass itself
+                    # and/or subclasses only is too complicated for little to
+                    # no benefit.
+                    metaclass = owner.metaclass()
+                    try:
+                        if metaclass and metaclass.getattr(node.attrname):
+                            continue
+                    except NotFoundError:
+                        pass
+                missingattr.add((owner, name))
+                continue
+            # stop on the first found
+            break
+        else:
+            # we have not found any node with the attributes, display the
+            # message for infered nodes
+            done = set()
+            for owner, name in missingattr:
+                if isinstance(owner, Instance):
+                    actual = owner._proxied
+                else:
+                    actual = owner
+                if actual in done:
+                    continue
+                done.add(actual)
+                confidence = INFERENCE if not inference_failure else INFERENCE_FAILURE
+                self.add_message('no-member', node=node,
+                                 args=(owner.display_type(), name,
+                                       node.attrname),
+                                 confidence=confidence)
+
+    @check_messages('assignment-from-no-return', 'assignment-from-none')
+    def visit_assign(self, node):
+        """check that if assigning to a function call, the function is
+        possibly returning something valuable
+        """
+        if not isinstance(node.value, astroid.CallFunc):
+            return
+        function_node = safe_infer(node.value.func)
+        # skip class, generator and incomplete function definition
+        if not (isinstance(function_node, astroid.Function) and
+                function_node.root().fully_defined()):
+            return
+        if function_node.is_generator() \
+               or function_node.is_abstract(pass_is_abstract=False):
+            return
+        returns = list(function_node.nodes_of_class(astroid.Return,
+                                                    skip_klass=astroid.Function))
+        if len(returns) == 0:
+            self.add_message('assignment-from-no-return', node=node)
+        else:
+            for rnode in returns:
+                if not (isinstance(rnode.value, astroid.Const)
+                        and rnode.value.value is None
+                        or rnode.value is None):
+                    break
+            else:
+                self.add_message('assignment-from-none', node=node)
+
+    def _check_uninferable_callfunc(self, node):
+        """
+        Check that the given uninferable CallFunc node does not
+        call an actual function.
+        """
+        if not isinstance(node.func, astroid.Getattr):
+            return
+
+        # Look for properties. First, obtain
+        # the lhs of the Getattr node and search the attribute
+        # there. If that attribute is a property or a subclass of properties,
+        # then most likely it's not callable.
+
+        # TODO: since astroid doesn't understand descriptors very well
+        # we will not handle them here, right now.
+
+        expr = node.func.expr
+        klass = safe_infer(expr)
+        if (klass is None or klass is astroid.YES or
+                not isinstance(klass, astroid.Instance)):
+            return
+
+        try:
+            attrs = klass._proxied.getattr(node.func.attrname)
+        except astroid.NotFoundError:
+            return
+
+        for attr in attrs:
+            if attr is astroid.YES:
+                continue
+            if not isinstance(attr, astroid.Function):
+                continue
+
+            # Decorated, see if it is decorated with a property.
+            # Also, check the returns and see if they are callable.
+            if decorated_with_property(attr):
+                if all(return_node.callable()
+                       for return_node in attr.infer_call_result(node)):
+                    continue
+                else:
+                    self.add_message('not-callable', node=node,
+                                     args=node.func.as_string())
+                    break
+
+    @check_messages(*(list(MSGS.keys())))
+    def visit_callfunc(self, node):
+        """check that called functions/methods are inferred to callable objects,
+        and that the arguments passed to the function match the parameters in
+        the inferred function's definition
+        """
+        # Build the set of keyword arguments, checking for duplicate keywords,
+        # and count the positional arguments.
+        keyword_args = set()
+        num_positional_args = 0
+        for arg in node.args:
+            if isinstance(arg, astroid.Keyword):
+                keyword_args.add(arg.arg)
+            else:
+                num_positional_args += 1
+
+        called = safe_infer(node.func)
+        # only function, generator and object defining __call__ are allowed
+        if called is not None and not called.callable():
+            self.add_message('not-callable', node=node,
+                             args=node.func.as_string())
+
+        self._check_uninferable_callfunc(node)
+
+        try:
+            called, implicit_args, callable_name = _determine_callable(called)
+        except ValueError:
+            # Any error occurred during determining the function type, most of
+            # those errors are handled by different warnings.
+            return
+        num_positional_args += implicit_args
+        if called.args.args is None:
+            # Built-in functions have no argument information.
+            return
+
+        if len(called.argnames()) != len(set(called.argnames())):
+            # Duplicate parameter name (see E9801).  We can't really make sense
+            # of the function call in this case, so just return.
+            return
+
+        # Analyze the list of formal parameters.
+        num_mandatory_parameters = len(called.args.args) - len(called.args.defaults)
+        parameters = []
+        parameter_name_to_index = {}
+        for i, arg in enumerate(called.args.args):
+            if isinstance(arg, astroid.Tuple):
+                name = None
+                # Don't store any parameter names within the tuple, since those
+                # are not assignable from keyword arguments.
+            else:
+                if isinstance(arg, astroid.Keyword):
+                    name = arg.arg
+                else:
+                    assert isinstance(arg, astroid.AssName)
+                    # This occurs with:
+                    #    def f( (a), (b) ): pass
+                    name = arg.name
+                parameter_name_to_index[name] = i
+            if i >= num_mandatory_parameters:
+                defval = called.args.defaults[i - num_mandatory_parameters]
+            else:
+                defval = None
+            parameters.append([(name, defval), False])
+
+        kwparams = {}
+        for i, arg in enumerate(called.args.kwonlyargs):
+            if isinstance(arg, astroid.Keyword):
+                name = arg.arg
+            else:
+                assert isinstance(arg, astroid.AssName)
+                name = arg.name
+            kwparams[name] = [called.args.kw_defaults[i], False]
+
+        # Match the supplied arguments against the function parameters.
+
+        # 1. Match the positional arguments.
+        for i in range(num_positional_args):
+            if i < len(parameters):
+                parameters[i][1] = True
+            elif called.args.vararg is not None:
+                # The remaining positional arguments get assigned to the *args
+                # parameter.
+                break
+            else:
+                # Too many positional arguments.
+                self.add_message('too-many-function-args',
+                                 node=node, args=(callable_name,))
+                break
+
+        # 2. Match the keyword arguments.
+        for keyword in keyword_args:
+            if keyword in parameter_name_to_index:
+                i = parameter_name_to_index[keyword]
+                if parameters[i][1]:
+                    # Duplicate definition of function parameter.
+                    self.add_message('redundant-keyword-arg',
+                                     node=node, args=(keyword, callable_name))
+                else:
+                    parameters[i][1] = True
+            elif keyword in kwparams:
+                if kwparams[keyword][1]:  # XXX is that even possible?
+                    # Duplicate definition of function parameter.
+                    self.add_message('redundant-keyword-arg', node=node,
+                                     args=(keyword, callable_name))
+                else:
+                    kwparams[keyword][1] = True
+            elif called.args.kwarg is not None:
+                # The keyword argument gets assigned to the **kwargs parameter.
+                pass
+            else:
+                # Unexpected keyword argument.
+                self.add_message('unexpected-keyword-arg', node=node,
+                                 args=(keyword, callable_name))
+
+        # 3. Match the *args, if any.  Note that Python actually processes
+        #    *args _before_ any keyword arguments, but we wait until after
+        #    looking at the keyword arguments so as to make a more conservative
+        #    guess at how many values are in the *args sequence.
+        if node.starargs is not None:
+            for i in range(num_positional_args, len(parameters)):
+                [(name, defval), assigned] = parameters[i]
+                # Assume that *args provides just enough values for all
+                # non-default parameters after the last parameter assigned by
+                # the positional arguments but before the first parameter
+                # assigned by the keyword arguments.  This is the best we can
+                # get without generating any false positives.
+                if (defval is not None) or assigned:
+                    break
+                parameters[i][1] = True
+
+        # 4. Match the **kwargs, if any.
+        if node.kwargs is not None:
+            for i, [(name, defval), assigned] in enumerate(parameters):
+                # Assume that *kwargs provides values for all remaining
+                # unassigned named parameters.
+                if name is not None:
+                    parameters[i][1] = True
+                else:
+                    # **kwargs can't assign to tuples.
+                    pass
+
+        # Check that any parameters without a default have been assigned
+        # values.
+        for [(name, defval), assigned] in parameters:
+            if (defval is None) and not assigned:
+                if name is None:
+                    display_name = '<tuple>'
+                else:
+                    display_name = repr(name)
+                self.add_message('no-value-for-parameter', node=node,
+                                 args=(display_name, callable_name))
+
+        for name in kwparams:
+            defval, assigned = kwparams[name]
+            if defval is None and not assigned:
+                self.add_message('missing-kwoa', node=node,
+                                 args=(name, callable_name))
+
+    @check_messages('invalid-sequence-index')
+    def visit_extslice(self, node):
+        # Check extended slice objects as if they were used as a sequence
+        # index to check if the object being sliced can support them
+        return self.visit_index(node)
+
+    @check_messages('invalid-sequence-index')
+    def visit_index(self, node):
+        if not node.parent or not hasattr(node.parent, "value"):
+            return
+
+        # Look for index operations where the parent is a sequence type.
+        # If the types can be determined, only allow indices to be int,
+        # slice or instances with __index__.
+
+        parent_type = safe_infer(node.parent.value)
+        if not isinstance(parent_type, (astroid.Class, astroid.Instance)):
+            return
+
+        # Determine what method on the parent this index will use
+        # The parent of this node will be a Subscript, and the parent of that
+        # node determines if the Subscript is a get, set, or delete operation.
+        operation = node.parent.parent
+        if isinstance(operation, astroid.Assign):
+            methodname = '__setitem__'
+        elif isinstance(operation, astroid.Delete):
+            methodname = '__delitem__'
+        else:
+            methodname = '__getitem__'
+
+        # Check if this instance's __getitem__, __setitem__, or __delitem__, as
+        # appropriate to the statement, is implemented in a builtin sequence
+        # type. This way we catch subclasses of sequence types but skip classes
+        # that override __getitem__ and which may allow non-integer indices.
+        try:
+            methods = parent_type.getattr(methodname)
+            if methods is astroid.YES:
+                return
+            itemmethod = methods[0]
+        except (astroid.NotFoundError, IndexError):
+            return
+
+        if not isinstance(itemmethod, astroid.Function):
+            return
+        if itemmethod.root().name != BUILTINS:
+            return
+        if not itemmethod.parent:
+            return
+        if itemmethod.parent.name not in SEQUENCE_TYPES:
+            return
+
+        # For ExtSlice objects coming from visit_extslice, no further
+        # inference is necessary, since if we got this far the ExtSlice
+        # is an error.
+        if isinstance(node, astroid.ExtSlice):
+            index_type = node
+        else:
+            index_type = safe_infer(node)
+        if index_type is None or index_type is astroid.YES:
+            return
+
+        # Constants must be of type int
+        if isinstance(index_type, astroid.Const):
+            if isinstance(index_type.value, int):
+                return
+        # Instance values must be int, slice, or have an __index__ method
+        elif isinstance(index_type, astroid.Instance):
+            if index_type.pytype() in (BUILTINS + '.int', BUILTINS + '.slice'):
+                return
+            try:
+                index_type.getattr('__index__')
+                return
+            except astroid.NotFoundError:
+                pass
+
+        # Anything else is an error
+        self.add_message('invalid-sequence-index', node=node)
+
+    @check_messages('invalid-slice-index')
+    def visit_slice(self, node):
+        # Check the type of each part of the slice
+        for index in (node.lower, node.upper, node.step):
+            if index is None:
+                continue
+
+            index_type = safe_infer(index)
+            if index_type is None or index_type is astroid.YES:
+                continue
+
+            # Constants must of type int or None
+            if isinstance(index_type, astroid.Const):
+                if isinstance(index_type.value, (int, type(None))):
+                    continue
+            # Instance values must be of type int, None or an object
+            # with __index__
+            elif isinstance(index_type, astroid.Instance):
+                if index_type.pytype() in (BUILTINS + '.int',
+                                           BUILTINS + '.NoneType'):
+                    continue
+
+                try:
+                    index_type.getattr('__index__')
+                    return
+                except astroid.NotFoundError:
+                    pass
+
+            # Anything else is an error
+            self.add_message('invalid-slice-index', node=node)
+
+def register(linter):
+    """required method to auto register this checker """
+    linter.register_checker(TypeChecker(linter))