projektAI/venv/Lib/site-packages/pandas/tests/indexes/ranges/test_constructors.py

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2021-06-06 22:13:05 +02:00
from datetime import datetime
import numpy as np
import pytest
from pandas import Index, RangeIndex, Series
import pandas._testing as tm
class TestRangeIndexConstructors:
@pytest.mark.parametrize("name", [None, "foo"])
@pytest.mark.parametrize(
"args, kwargs, start, stop, step",
[
((5,), {}, 0, 5, 1),
((1, 5), {}, 1, 5, 1),
((1, 5, 2), {}, 1, 5, 2),
((0,), {}, 0, 0, 1),
((0, 0), {}, 0, 0, 1),
((), {"start": 0}, 0, 0, 1),
((), {"stop": 0}, 0, 0, 1),
],
)
def test_constructor(self, args, kwargs, start, stop, step, name):
result = RangeIndex(*args, name=name, **kwargs)
expected = Index(np.arange(start, stop, step, dtype=np.int64), name=name)
assert isinstance(result, RangeIndex)
assert result.name is name
assert result._range == range(start, stop, step)
tm.assert_index_equal(result, expected)
def test_constructor_invalid_args(self):
msg = "RangeIndex\\(\\.\\.\\.\\) must be called with integers"
with pytest.raises(TypeError, match=msg):
RangeIndex()
with pytest.raises(TypeError, match=msg):
RangeIndex(name="Foo")
# we don't allow on a bare Index
msg = (
r"Index\(\.\.\.\) must be called with a collection of some "
r"kind, 0 was passed"
)
with pytest.raises(TypeError, match=msg):
Index(0)
@pytest.mark.parametrize(
"args",
[
Index(["a", "b"]),
Series(["a", "b"]),
np.array(["a", "b"]),
[],
np.arange(0, 10),
np.array([1]),
[1],
],
)
def test_constructor_additional_invalid_args(self, args):
msg = f"Value needs to be a scalar value, was type {type(args).__name__}"
with pytest.raises(TypeError, match=msg):
RangeIndex(args)
@pytest.mark.parametrize("args", ["foo", datetime(2000, 1, 1, 0, 0)])
def test_constructor_invalid_args_wrong_type(self, args):
msg = f"Wrong type {type(args)} for value {args}"
with pytest.raises(TypeError, match=msg):
RangeIndex(args)
def test_constructor_same(self):
# pass thru w and w/o copy
index = RangeIndex(1, 5, 2)
result = RangeIndex(index, copy=False)
assert result.identical(index)
result = RangeIndex(index, copy=True)
tm.assert_index_equal(result, index, exact=True)
result = RangeIndex(index)
tm.assert_index_equal(result, index, exact=True)
with pytest.raises(
ValueError,
match="Incorrect `dtype` passed: expected signed integer, received float64",
):
RangeIndex(index, dtype="float64")
def test_constructor_range(self):
msg = "Value needs to be a scalar value, was type range"
with pytest.raises(TypeError, match=msg):
result = RangeIndex(range(1, 5, 2))
result = RangeIndex.from_range(range(1, 5, 2))
expected = RangeIndex(1, 5, 2)
tm.assert_index_equal(result, expected, exact=True)
result = RangeIndex.from_range(range(5, 6))
expected = RangeIndex(5, 6, 1)
tm.assert_index_equal(result, expected, exact=True)
# an invalid range
result = RangeIndex.from_range(range(5, 1))
expected = RangeIndex(0, 0, 1)
tm.assert_index_equal(result, expected, exact=True)
result = RangeIndex.from_range(range(5))
expected = RangeIndex(0, 5, 1)
tm.assert_index_equal(result, expected, exact=True)
result = Index(range(1, 5, 2))
expected = RangeIndex(1, 5, 2)
tm.assert_index_equal(result, expected, exact=True)
with pytest.raises(
ValueError,
match="Incorrect `dtype` passed: expected signed integer, received float64",
):
Index(range(1, 5, 2), dtype="float64")
msg = r"^from_range\(\) got an unexpected keyword argument"
with pytest.raises(TypeError, match=msg):
RangeIndex.from_range(range(10), copy=True)
def test_constructor_name(self):
# GH#12288
orig = RangeIndex(10)
orig.name = "original"
copy = RangeIndex(orig)
copy.name = "copy"
assert orig.name == "original"
assert copy.name == "copy"
new = Index(copy)
assert new.name == "copy"
new.name = "new"
assert orig.name == "original"
assert copy.name == "copy"
assert new.name == "new"
def test_constructor_corner(self):
arr = np.array([1, 2, 3, 4], dtype=object)
index = RangeIndex(1, 5)
assert index.values.dtype == np.int64
tm.assert_index_equal(index, Index(arr))
# non-int raise Exception
with pytest.raises(TypeError, match=r"Wrong type \<class 'str'\>"):
RangeIndex("1", "10", "1")
with pytest.raises(TypeError, match=r"Wrong type \<class 'float'\>"):
RangeIndex(1.1, 10.2, 1.3)
# invalid passed type
with pytest.raises(
ValueError,
match="Incorrect `dtype` passed: expected signed integer, received float64",
):
RangeIndex(1, 5, dtype="float64")