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"""
Tests of ``jedi.api.Interpreter``.
"""
import sys
import warnings
import typing
import pytest
import jedi
import jedi.settings
from jedi.inference.compiled import mixed
from importlib import import_module
class _GlobalNameSpace:
class SideEffectContainer:
pass
def get_completion(source, namespace):
i = jedi.Interpreter(source, [namespace])
completions = i.complete()
assert len(completions) == 1
return completions[0]
def test_builtin_details():
import keyword
class EmptyClass:
pass
variable = EmptyClass()
def func():
pass
cls = get_completion('EmptyClass', locals())
var = get_completion('variable', locals())
f = get_completion('func', locals())
m = get_completion('keyword', locals())
assert cls.type == 'class'
assert var.type == 'instance'
assert f.type == 'function'
assert m.type == 'module'
def test_numpy_like_non_zero():
"""
Numpy-like array can't be caster to bool and need to be compacre with
`is`/`is not` and not `==`/`!=`
"""
class NumpyNonZero:
def __zero__(self):
raise ValueError('Numpy arrays would raise and tell you to use .any() or all()')
def __bool__(self):
raise ValueError('Numpy arrays would raise and tell you to use .any() or all()')
class NumpyLike:
def __eq__(self, other):
return NumpyNonZero()
def something(self):
pass
x = NumpyLike()
d = {'a': x}
# just assert these do not raise. They (strangely) trigger different
# codepath
get_completion('d["a"].some', {'d': d})
get_completion('x.some', {'x': x})
def test_nested_resolve():
class XX:
def x():
pass
cls = get_completion('XX', locals())
func = get_completion('XX.x', locals())
assert (func.line, func.column) == (cls.line + 1, 12)
def test_side_effect_completion():
"""
In the repl it's possible to cause side effects that are not documented in
Python code, however we want references to Python code as well. Therefore
we need some mixed kind of magic for tests.
"""
_GlobalNameSpace.SideEffectContainer.foo = 1
side_effect = get_completion('SideEffectContainer', _GlobalNameSpace.__dict__)
# It's a class that contains MixedObject.
value, = side_effect._name.infer()
assert isinstance(value, mixed.MixedObject)
foo = get_completion('SideEffectContainer.foo', _GlobalNameSpace.__dict__)
assert foo.name == 'foo'
def _assert_interpreter_complete(source, namespace, completions, *, check_type=False, **kwds):
script = jedi.Interpreter(source, [namespace], **kwds)
cs = script.complete()
actual = [c.name for c in cs]
if check_type:
for c in cs:
c.type
assert sorted(actual) == sorted(completions)
def test_complete_raw_function():
from os.path import join
_assert_interpreter_complete('join("").up', locals(), ['upper'])
def test_complete_raw_function_different_name():
from os.path import join as pjoin
_assert_interpreter_complete('pjoin("").up', locals(), ['upper'])
def test_complete_raw_module():
import os
_assert_interpreter_complete('os.path.join("a").up', locals(), ['upper'])
def test_complete_raw_instance():
import datetime
dt = datetime.datetime(2013, 1, 1)
completions = ['time', 'timetz', 'timetuple', 'timestamp']
_assert_interpreter_complete('(dt - dt).ti', locals(), completions)
def test_list():
array = ['haha', 1]
_assert_interpreter_complete('array[0].uppe', locals(), ['upper'])
_assert_interpreter_complete('array[0].real', locals(), [])
# something different, no index given, still just return the right
_assert_interpreter_complete('array[int].real', locals(), ['real'])
_assert_interpreter_complete('array[int()].real', locals(), ['real'])
# inexistent index
_assert_interpreter_complete('array[2].upper', locals(), ['upper'])
def test_getattr():
class Foo1:
bar = []
baz = 'bar'
_assert_interpreter_complete('getattr(Foo1, baz).app', locals(), ['append'])
def test_slice():
class Foo1:
bar = []
baz = 'xbarx'
_assert_interpreter_complete('getattr(Foo1, baz[1:-1]).append', locals(), ['append'])
def test_getitem_side_effects():
class Foo2:
def __getitem__(self, index):
# Possible side effects here, should therefore not call this.
if True:
raise NotImplementedError()
return index
foo = Foo2()
_assert_interpreter_complete('foo["asdf"].upper', locals(), ['upper'])
@pytest.mark.parametrize('stacklevel', [1, 2])
@pytest.mark.filterwarnings("error")
def test_property_warnings(stacklevel, allow_unsafe_getattr):
class Foo3:
@property
def prop(self):
# Possible side effects here, should therefore not call this.
warnings.warn("foo", DeprecationWarning, stacklevel=stacklevel)
return ''
foo = Foo3()
expected = ['upper'] if allow_unsafe_getattr else []
_assert_interpreter_complete('foo.prop.uppe', locals(), expected)
@pytest.mark.parametrize('class_is_findable', [False, True])
def test__getattr__completions(allow_unsafe_getattr, class_is_findable):
class CompleteGetattr(object):
def __getattr__(self, name):
if name == 'foo':
return self
if name == 'fbar':
return ''
raise AttributeError(name)
def __dir__(self):
return ['foo', 'fbar'] + object.__dir__(self)
if not class_is_findable:
CompleteGetattr.__name__ = "something_somewhere"
namespace = {'c': CompleteGetattr()}
expected = ['foo', 'fbar']
_assert_interpreter_complete('c.f', namespace, expected)
# Completions don't work for class_is_findable, because __dir__ is checked
# for interpreter analysis, but if the static analysis part tries to help
# it will not work. However static analysis is pretty good and understands
# how gettatr works (even the ifs/comparisons).
if not allow_unsafe_getattr:
expected = []
_assert_interpreter_complete('c.foo.f', namespace, expected)
_assert_interpreter_complete('c.foo.foo.f', namespace, expected)
_assert_interpreter_complete('c.foo.uppe', namespace, [])
expected_int = ['upper'] if allow_unsafe_getattr or class_is_findable else []
_assert_interpreter_complete('c.foo.fbar.uppe', namespace, expected_int)
@pytest.fixture(params=[False, True])
def allow_unsafe_getattr(request, monkeypatch):
monkeypatch.setattr(jedi.settings, 'allow_unsafe_interpreter_executions', request.param)
return request.param
def test_property_error_oldstyle(allow_unsafe_getattr):
lst = []
class Foo3:
@property
def bar(self):
lst.append(1)
raise ValueError
foo = Foo3()
_assert_interpreter_complete('foo.bar', locals(), ['bar'])
_assert_interpreter_complete('foo.bar.baz', locals(), [])
if allow_unsafe_getattr:
assert lst == [1]
else:
# There should not be side effects
assert lst == []
def test_property_error_newstyle(allow_unsafe_getattr):
lst = []
class Foo3(object):
@property
def bar(self):
lst.append(1)
raise ValueError
foo = Foo3()
_assert_interpreter_complete('foo.bar', locals(), ['bar'])
_assert_interpreter_complete('foo.bar.baz', locals(), [])
if allow_unsafe_getattr:
assert lst == [1]
else:
# There should not be side effects
assert lst == []
def test_property_content():
class Foo3(object):
@property
def bar(self):
return 1
foo = Foo3()
def_, = jedi.Interpreter('foo.bar', [locals()]).infer()
assert def_.name == 'int'
def test_param_completion():
def foo(bar):
pass
lambd = lambda xyz: 3
_assert_interpreter_complete('foo(bar', locals(), ['bar='])
_assert_interpreter_complete('lambd(xyz', locals(), ['xyz='])
def test_endless_yield():
lst = [1] * 10000
# If iterating over lists it should not be possible to take an extremely
# long time.
_assert_interpreter_complete('list(lst)[9000].rea', locals(), ['real'])
def test_completion_params():
foo = lambda a, b=3: None
script = jedi.Interpreter('foo', [locals()])
c, = script.complete()
sig, = c.get_signatures()
assert [p.name for p in sig.params] == ['a', 'b']
assert sig.params[0].infer() == []
t, = sig.params[1].infer()
assert t.name == 'int'
def test_completion_param_annotations():
# Need to define this function not directly in Python. Otherwise Jedi is too
# clever and uses the Python code instead of the signature object.
code = 'def foo(a: 1, b: str, c: int = 1.0) -> bytes: pass'
exec(code, locals())
script = jedi.Interpreter('foo', [locals()])
c, = script.complete()
sig, = c.get_signatures()
a, b, c = sig.params
assert a.infer() == []
assert [d.name for d in b.infer()] == ['str']
assert {d.name for d in c.infer()} == {'int', 'float'}
assert a.description == 'param a: 1'
assert b.description == 'param b: str'
assert c.description == 'param c: int=1.0'
d, = jedi.Interpreter('foo()', [locals()]).infer()
assert d.name == 'bytes'
def test_keyword_argument():
def f(some_keyword_argument):
pass
c, = jedi.Interpreter("f(some_keyw", [{'f': f}]).complete()
assert c.name == 'some_keyword_argument='
assert c.complete == 'ord_argument='
# Make it impossible for jedi to find the source of the function.
f.__name__ = 'xSOMETHING'
c, = jedi.Interpreter("x(some_keyw", [{'x': f}]).complete()
assert c.name == 'some_keyword_argument='
def test_more_complex_instances():
class Something:
def foo(self, other):
return self
class Base:
def wow(self):
return Something()
script = jedi.Interpreter('Base().wow().foo', [locals()])
c, = script.complete()
assert c.name == 'foo'
x = Base()
script = jedi.Interpreter('x.wow().foo', [locals()])
c, = script.complete()
assert c.name == 'foo'
def test_repr_execution_issue():
"""
Anticipate inspect.getfile executing a __repr__ of all kinds of objects.
See also #919.
"""
class ErrorRepr:
def __repr__(self):
raise Exception('xyz')
er = ErrorRepr()
script = jedi.Interpreter('er', [locals()])
d, = script.infer()
assert d.name == 'ErrorRepr'
assert d.type == 'instance'
def test_dir_magic_method(allow_unsafe_getattr):
class CompleteAttrs(object):
def __getattr__(self, name):
if name == 'foo':
return 1
if name == 'bar':
return 2
raise AttributeError(name)
def __dir__(self):
return ['foo', 'bar'] + object.__dir__(self)
itp = jedi.Interpreter("ca.", [{'ca': CompleteAttrs()}])
completions = itp.complete()
names = [c.name for c in completions]
assert ('__dir__' in names) is True
assert '__class__' in names
assert 'foo' in names
assert 'bar' in names
foo = [c for c in completions if c.name == 'foo'][0]
if allow_unsafe_getattr:
inst, = foo.infer()
assert inst.name == 'int'
assert inst.type == 'instance'
else:
assert foo.infer() == []
def test_name_not_findable():
class X():
if 0:
NOT_FINDABLE
def hidden(self):
return
hidden.__name__ = 'NOT_FINDABLE'
setattr(X, 'NOT_FINDABLE', X.hidden)
assert jedi.Interpreter("X.NOT_FINDA", [locals()]).complete()
def test_stubs_working():
from multiprocessing import cpu_count
defs = jedi.Interpreter("cpu_count()", [locals()]).infer()
assert [d.name for d in defs] == ['int']
def test_sys_path_docstring(): # Was an issue in #1298
import jedi
s = jedi.Interpreter("from sys import path\npath", namespaces=[locals()])
s.complete(line=2, column=4)[0].docstring()
@pytest.mark.parametrize(
'code, completions', [
('x[0].uppe', ['upper']),
('x[1337].uppe', ['upper']),
('x[""].uppe', ['upper']),
('x.appen', ['append']),
('y.add', ['add']),
('y[0].', []),
('list(y)[0].', []), # TODO use stubs properly to improve this.
('z[0].uppe', ['upper']),
('z[0].append', ['append']),
('z[1].uppe', ['upper']),
('z[1].append', []),
('collections.deque().app', ['append', 'appendleft']),
('deq.app', ['append', 'appendleft']),
('deq.pop', ['pop', 'popleft']),
('deq.pop().', []),
('collections.Counter("asdf").setdef', ['setdefault']),
('collections.Counter("asdf").pop().imag', ['imag']),
('list(collections.Counter("asdf").keys())[0].uppe', ['upper']),
('counter.setdefa', ['setdefault']),
('counter.pop().imag', []), # TODO stubs could make this better
('counter.keys())[0].uppe', []),
('string.upper().uppe', ['upper']),
('"".upper().uppe', ['upper']),
]
)
def test_simple_completions(code, completions):
x = [str]
y = {1}
z = {1: str, 2: list}
import collections
deq = collections.deque([1])
counter = collections.Counter(['asdf'])
string = ''
defs = jedi.Interpreter(code, [locals()]).complete()
assert [d.name for d in defs] == completions
def test__wrapped__():
from functools import lru_cache
@lru_cache(maxsize=128)
def syslogs_to_df():
pass
c, = jedi.Interpreter('syslogs_to_df', [locals()]).complete()
# Apparently the function starts on the line where the decorator starts.
assert c.line == syslogs_to_df.__wrapped__.__code__.co_firstlineno + 1
def test_illegal_class_instance():
class X:
__class__ = 1
X.__name__ = 'asdf'
d, = jedi.Interpreter('foo', [{'foo': X()}]).infer()
v, = d._name.infer()
assert not v.is_instance()
@pytest.mark.parametrize('module_name', ['sys', 'time', 'unittest.mock'])
def test_core_module_completes(module_name):
module = import_module(module_name)
assert jedi.Interpreter('module.', [locals()]).complete()
@pytest.mark.parametrize(
'code, expected, index', [
('a(', ['a', 'b', 'c'], 0),
('b(', ['b', 'c'], 0),
# Might or might not be correct, because c is given as a keyword
# argument as well, but that is just what inspect.signature returns.
('c(', ['b', 'c'], 0),
]
)
def test_partial_signatures(code, expected, index):
import functools
def func(a, b, c):
pass
a = functools.partial(func)
b = functools.partial(func, 1)
c = functools.partial(func, 1, c=2)
sig, = jedi.Interpreter(code, [locals()]).get_signatures()
assert sig.name == 'partial'
assert [p.name for p in sig.params] == expected
assert index == sig.index
def test_type_var():
"""This was an issue before, see Github #1369"""
import typing
x = typing.TypeVar('myvar')
def_, = jedi.Interpreter('x', [locals()]).infer()
assert def_.name == 'TypeVar'
@pytest.mark.parametrize('class_is_findable', [False, True])
def test_param_annotation_completion(class_is_findable):
class Foo:
bar = 3
if not class_is_findable:
Foo.__name__ = 'asdf'
code = 'def CallFoo(x: Foo):\n x.ba'
def_, = jedi.Interpreter(code, [locals()]).complete()
assert def_.name == 'bar'
@pytest.mark.parametrize(
'code, column, expected', [
('strs[', 5, ["'asdf'", "'fbar'", "'foo'", Ellipsis]),
('strs[]', 5, ["'asdf'", "'fbar'", "'foo'", Ellipsis]),
("strs['", 6, ["asdf'", "fbar'", "foo'"]),
("strs[']", 6, ["asdf'", "fbar'", "foo'"]),
('strs["]', 6, ['asdf"', 'fbar"', 'foo"']),
('mixed[', 6, [r"'a\\sdf'", '1', '1.1', "b'foo'", Ellipsis]),
('mixed[1', 7, ['', '.1']),
('mixed[Non', 9, ['e']),
('implicit[10', None, ['00']),
('inherited["', None, ['blablu"']),
]
)
def test_dict_completion(code, column, expected):
strs = {'asdf': 1, """foo""": 2, r'fbar': 3}
mixed = {1: 2, 1.10: 4, None: 6, r'a\sdf': 8, b'foo': 9}
class Inherited(dict):
pass
inherited = Inherited(blablu=3)
namespaces = [locals(), {'implicit': {1000: 3}}]
comps = jedi.Interpreter(code, namespaces).complete(column=column)
if Ellipsis in expected:
# This means that global completions are part of this, so filter all of
# that out.
comps = [c for c in comps if not c._name.is_value_name and not c.is_keyword]
expected = [e for e in expected if e is not Ellipsis]
assert [c.complete for c in comps] == expected
@pytest.mark.parametrize(
'code, types', [
('dct[1]', ['int']),
('dct["asdf"]', ['float']),
('dct[r"asdf"]', ['float']),
('dct["a"]', ['float', 'int']),
]
)
def test_dict_getitem(code, types):
dct = {1: 2, "asdf": 1.0}
comps = jedi.Interpreter(code, [locals()]).infer()
assert [c.name for c in comps] == types
@pytest.mark.parametrize('class_is_findable', [False, True])
@pytest.mark.parametrize(
'code, expected', [
('DunderCls()[0]', 'int'),
('dunder[0]', 'int'),
('next(DunderCls())', 'float'),
('next(dunder)', 'float'),
('for x in DunderCls(): x', 'str'),
#('for x in dunder: x', 'str'),
]
)
def test_dunders(class_is_findable, code, expected, allow_unsafe_getattr):
from typing import Iterator
class DunderCls:
def __getitem__(self, key) -> int:
return 1
def __iter__(self, key) -> Iterator[str]:
pass
def __next__(self, key) -> float:
pass
if not class_is_findable:
DunderCls.__name__ = 'asdf'
dunder = DunderCls()
n, = jedi.Interpreter(code, [locals()]).infer()
assert n.name == expected
def foo():
raise KeyError
def bar():
return float
@pytest.mark.parametrize(
'annotations, result, code', [
({}, [], ''),
(None, [], ''),
({'asdf': 'str'}, [], ''),
({'return': 'str'}, ['str'], ''),
({'return': 'None'}, ['NoneType'], ''),
({'return': 'str().upper'}, [], ''),
({'return': 'foo()'}, [], ''),
({'return': 'bar()'}, ['float'], ''),
# typing is available via globals.
({'return': 'typing.Union[str, int]'}, ['int', 'str'], ''),
({'return': 'typing.Union["str", int]'},
['int', 'str'] if sys.version_info >= (3, 9) else ['int'], ''),
({'return': 'typing.Union["str", 1]'},
['str'] if sys.version_info >= (3, 11) else [], ''),
({'return': 'typing.Optional[str]'}, ['NoneType', 'str'], ''),
({'return': 'typing.Optional[str, int]'}, [], ''), # Takes only one arg
({'return': 'typing.Any'},
['_AnyMeta'] if sys.version_info >= (3, 11) else [], ''),
({'return': 'typing.Tuple[int, str]'},
['Tuple' if sys.version_info[:2] == (3, 6) else 'tuple'], ''),
({'return': 'typing.Tuple[int, str]'}, ['int'], 'x()[0]'),
({'return': 'typing.Tuple[int, str]'}, ['str'], 'x()[1]'),
({'return': 'typing.Tuple[int, str]'}, [], 'x()[2]'),
({'return': 'typing.List'}, ['list'], 'list'),
({'return': 'typing.List[int]'}, ['list'], 'list'),
({'return': 'typing.List[int]'}, ['int'], 'x()[0]'),
({'return': 'typing.List[int, str]'}, [], 'x()[0]'),
({'return': 'typing.Iterator[int]'}, [], 'x()[0]'),
({'return': 'typing.Iterator[int]'}, ['int'], 'next(x())'),
({'return': 'typing.Iterable[float]'}, ['float'], 'list(x())[0]'),
({'return': 'decimal.Decimal'}, [], ''),
({'return': 'lalalalallalaa'}, [], ''),
({'return': 'lalalalallalaa.lala'}, [], ''),
]
)
def test_string_annotation(annotations, result, code):
x = lambda foo: 1
x.__annotations__ = annotations
defs = jedi.Interpreter(code or 'x()', [locals()]).infer()
assert [d.name for d in defs] == result
def test_name_not_inferred_properly():
"""
In IPython notebook it is typical that some parts of the code that is
provided was already executed. In that case if something is not properly
inferred, it should still infer from the variables it already knows.
"""
x = 1
d, = jedi.Interpreter('x = UNDEFINED; x', [locals()]).infer()
assert d.name == 'int'
def test_variable_reuse():
x = 1
d, = jedi.Interpreter('y = x\ny', [locals()]).infer()
assert d.name == 'int'
def test_negate():
code = "x = -y"
x, = jedi.Interpreter(code, [{'y': 3}]).infer(1, 0)
assert x.name == 'int'
value, = x._name.infer()
assert value.get_safe_value() == -3
def test_complete_not_findable_class_source():
class TestClass():
ta=1
ta1=2
# Simulate the environment where the class is defined in
# an interactive session and therefore inspect module
# cannot find its source code and raises OSError (Py 3.10+) or TypeError.
TestClass.__module__ = "__main__"
# There is a pytest __main__ module we have to remove temporarily.
module = sys.modules.pop("__main__")
try:
interpreter = jedi.Interpreter("TestClass.", [locals()])
completions = interpreter.complete(column=10, line=1)
finally:
sys.modules["__main__"] = module
assert "ta" in [c.name for c in completions]
assert "ta1" in [c.name for c in completions]
def test_param_infer_default():
abs_sig, = jedi.Interpreter('abs(', [{'abs': abs}]).get_signatures()
param, = abs_sig.params
assert param.name == 'x'
assert param.infer_default() == []
@pytest.mark.parametrize(
'code, expected', [
("random.triangular(", ['high=', 'low=', 'mode=']),
("random.triangular(low=1, ", ['high=', 'mode=']),
("random.triangular(high=1, ", ['low=', 'mode=']),
("random.triangular(low=1, high=2, ", ['mode=']),
("random.triangular(low=1, mode=2, ", ['high=']),
],
)
def test_keyword_param_completion(code, expected):
import random
completions = jedi.Interpreter(code, [locals()]).complete()
assert expected == [c.name for c in completions if c.name.endswith('=')]
@pytest.mark.parametrize('class_is_findable', [False, True])
def test_avoid_descriptor_executions_if_not_necessary(class_is_findable):
counter = 0
class AvoidDescriptor(object):
@property
def prop(self):
nonlocal counter
counter += 1
return self
if not class_is_findable:
AvoidDescriptor.__name__ = "something_somewhere"
namespace = {'b': AvoidDescriptor()}
expected = ['prop']
_assert_interpreter_complete('b.pro', namespace, expected, check_type=True)
assert counter == 0
_assert_interpreter_complete('b.prop.pro', namespace, expected, check_type=True)
assert counter == 1
class Hello:
its_me = 1
@pytest.mark.parametrize('class_is_findable', [False, True])
def test_try_to_use_return_annotation_for_property(class_is_findable):
class WithProperties(object):
@property
def with_annotation1(self) -> str:
raise BaseException
@property
def with_annotation2(self) -> 'str':
raise BaseException
@property
def with_annotation3(self) -> Hello:
raise BaseException
@property
def with_annotation4(self) -> 'Hello':
raise BaseException
@property
def with_annotation_garbage1(self) -> 'asldjflksjdfljdslkjfsl': # noqa
return Hello()
@property
def with_annotation_garbage2(self) -> 'sdf$@@$5*+8': # noqa
return Hello()
@property
def without_annotation(self):
return ""
if not class_is_findable:
WithProperties.__name__ = "something_somewhere"
Hello.__name__ = "something_somewhere_else"
namespace = {'p': WithProperties()}
_assert_interpreter_complete('p.without_annotation.upp', namespace, ['upper'])
_assert_interpreter_complete('p.with_annotation1.upp', namespace, ['upper'])
_assert_interpreter_complete('p.with_annotation2.upp', namespace, ['upper'])
_assert_interpreter_complete('p.with_annotation3.its', namespace, ['its_me'])
_assert_interpreter_complete('p.with_annotation4.its', namespace, ['its_me'])
# This is a fallback, if the annotations don't help
_assert_interpreter_complete('p.with_annotation_garbage1.its', namespace, ['its_me'])
_assert_interpreter_complete('p.with_annotation_garbage2.its', namespace, ['its_me'])
def test_nested__getitem__():
d = {'foo': {'bar': 1}}
_assert_interpreter_complete('d["fo', locals(), ['"foo"'])
_assert_interpreter_complete('d["foo"]["ba', locals(), ['"bar"'])
_assert_interpreter_complete('(d["foo"])["ba', locals(), ['"bar"'])
_assert_interpreter_complete('((d["foo"]))["ba', locals(), ['"bar"'])
@pytest.mark.parametrize('class_is_findable', [False, True])
def test_custom__getitem__(class_is_findable, allow_unsafe_getattr):
class CustomGetItem:
def __getitem__(self, x: int):
return "asdf"
if not class_is_findable:
CustomGetItem.__name__ = "something_somewhere"
namespace = {'c': CustomGetItem()}
if not class_is_findable and not allow_unsafe_getattr:
expected = []
else:
expected = ['upper']
_assert_interpreter_complete('c["a"].up', namespace, expected)
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