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"""
Unit test for object selector parameters.
Originally implemented as doctests in Topographica in the file
testEnumerationParameter.txt
"""
import re
import unittest
from collections import OrderedDict
import param
import pytest
from .utils import check_defaults
opts=dict(A=[1,2],B=[3,4],C=dict(a=1,b=2))
class TestObjectSelectorParameters(unittest.TestCase):
def setUp(self):
super().setUp()
class P(param.Parameterized):
e = param.ObjectSelector(default=5,objects=[5,6,7])
f = param.ObjectSelector(default=10)
h = param.ObjectSelector(default=None)
g = param.ObjectSelector(default=None,objects=[7,8])
i = param.ObjectSelector(default=7,objects=[9],check_on_set=False)
s = param.ObjectSelector(default=3,objects=OrderedDict(one=1,two=2,three=3))
d = param.ObjectSelector(default=opts['B'],objects=opts)
changes = []
@param.depends('e:objects', watch=True)
def track_e_objects(self):
self.changes.append(('e', list(self.param.e.objects)))
@param.depends('s:objects', watch=True)
def track_s_objects(self):
self.changes.append(('s', list(self.param.s.objects)))
self.P = P
def _check_defaults(self, p):
assert p.default is None
assert p.allow_None is None
assert p.objects == []
assert p.compute_default_fn is None
assert p.check_on_set is False
assert p.names == {}
def test_defaults_class(self):
class P(param.Parameterized):
s = param.ObjectSelector()
check_defaults(P.param.s, label='S')
self._check_defaults(P.param.s)
def test_defaults_inst(self):
class P(param.Parameterized):
s = param.ObjectSelector()
p = P()
check_defaults(p.param.s, label='S')
self._check_defaults(p.param.s)
def test_defaults_unbound(self):
s = param.ObjectSelector()
check_defaults(s, label=None)
self._check_defaults(s)
def test_unbound_default_inferred(self):
s = param.ObjectSelector(objects=[0, 1, 2])
assert s.default is None
def test_unbound_default_explicit(self):
s = param.ObjectSelector(default=1, objects=[0, 1, 2])
assert s.default == 1
def test_unbound_default_check_on_set_inferred(self):
s1 = param.ObjectSelector(objects=[0, 1, 2])
s2 = param.ObjectSelector(objects=[])
s3 = param.ObjectSelector(objects={})
s4 = param.ObjectSelector()
assert s1.check_on_set is True
assert s2.check_on_set is False
assert s3.check_on_set is False
assert s4.check_on_set is False
def test_unbound_default_check_on_set_explicit(self):
s1 = param.ObjectSelector(check_on_set=True)
s2 = param.ObjectSelector(check_on_set=False)
assert s1.check_on_set is True
assert s2.check_on_set is False
def test_unbound_allow_None_not_dynamic(self):
s = param.ObjectSelector(objects=[0, 1, 2])
assert s.allow_None is None
def test_allow_None_set_and_behavior_class(self):
class P(param.Parameterized):
a = param.ObjectSelector(objects=dict(a=1), allow_None=True)
b = param.ObjectSelector(objects=dict(a=1), allow_None=False)
c = param.ObjectSelector(default=1, objects=dict(a=1), allow_None=True)
d = param.ObjectSelector(default=1, objects=dict(a=1), allow_None=False)
assert P.param.a.allow_None is True
assert P.param.b.allow_None is False
assert P.param.c.allow_None is True
assert P.param.d.allow_None is False
P.a = None
assert P.a is None
with pytest.raises(ValueError):
P.b = None
P.c = None
assert P.c is None
with pytest.raises(ValueError):
P.d = None
def test_allow_None_set_and_behavior_instance(self):
class P(param.Parameterized):
a = param.ObjectSelector(objects=dict(a=1), allow_None=True)
b = param.ObjectSelector(objects=dict(a=1), allow_None=False)
c = param.ObjectSelector(default=1, objects=dict(a=1), allow_None=True)
d = param.ObjectSelector(default=1, objects=dict(a=1), allow_None=False)
p = P()
assert p.param.a.allow_None is True
assert p.param.b.allow_None is False
assert p.param.c.allow_None is True
assert p.param.d.allow_None is False
p.a = None
assert p.a is None
with pytest.raises(ValueError):
p.b = None
p.c = None
assert p.c is None
with pytest.raises(ValueError):
p.d = None
def test_set_object_constructor(self):
p = self.P(e=6)
self.assertEqual(p.e, 6)
def test_allow_None_is_None(self):
p = self.P()
assert p.param.e.allow_None is None
assert p.param.f.allow_None is None
assert p.param.g.allow_None is None
assert p.param.h.allow_None is None
assert p.param.i.allow_None is None
assert p.param.s.allow_None is None
assert p.param.d.allow_None is None
def test_get_range_list(self):
r = self.P.param['g'].get_range()
self.assertEqual(r['7'],7)
self.assertEqual(r['8'],8)
def test_get_range_dict(self):
r = self.P.param['s'].get_range()
self.assertEqual(r['one'],1)
self.assertEqual(r['two'],2)
def test_get_range_mutable(self):
r = self.P.param['d'].get_range()
self.assertEqual(r['A'],opts['A'])
self.assertEqual(r['C'],opts['C'])
self.d=opts['A']
self.d=opts['C']
self.d=opts['B']
def test_set_object_outside_bounds(self):
p = self.P(e=6)
try:
p.e = 9
except ValueError:
pass
else:
raise AssertionError("Object set outside range.")
def test_set_object_setattr(self):
p = self.P(e=6)
p.f = 9
self.assertEqual(p.f, 9)
p.g = 7
self.assertEqual(p.g, 7)
p.i = 12
self.assertEqual(p.i, 12)
def test_set_object_not_None(self):
p = self.P(e=6)
p.g = 7
try:
p.g = None
except ValueError:
pass
else:
raise AssertionError("Object set outside range.")
def test_set_object_setattr_post_error(self):
p = self.P(e=6)
p.f = 9
self.assertEqual(p.f, 9)
p.g = 7
try:
p.g = None
except ValueError:
pass
else:
raise AssertionError("Object set outside range.")
self.assertEqual(p.g, 7)
p.i = 12
self.assertEqual(p.i, 12)
def test_change_objects_list(self):
p = self.P()
p.param.e.objects = [8, 9]
with pytest.raises(
ValueError,
match=re.escape(r"ObjectSelector parameter 'P.e' does not accept 7; valid options include: '[8, 9]'")
):
p.e = 7
self.assertEqual(p.param.e.objects, [8, 9])
self.assertEqual(p.changes, [('e', [8, 9])])
def test_copy_objects_list(self):
p = self.P()
eobjs = p.param.e.objects.copy()
self.assertIsInstance(eobjs, list)
self.assertFalse(eobjs is p.param.e.objects)
self.assertEqual(eobjs, [5, 6, 7])
def test_append_objects_list(self):
p = self.P()
p.param.e.objects.append(8)
p.e = 8
self.assertEqual(p.param.e.objects, [5, 6, 7, 8])
self.assertEqual(p.changes, [('e', [5, 6, 7, 8])])
def test_extend_objects_list(self):
p = self.P()
p.param.e.objects.extend([8, 9])
p.e = 8
self.assertEqual(p.param.e.objects, [5, 6, 7, 8, 9])
self.assertEqual(p.changes, [('e', [5, 6, 7, 8, 9])])
def test_get_objects_list(self):
p = self.P()
self.assertEqual(p.param.e.objects.get('5'), 5)
self.assertEqual(p.param.e.objects.get(5, 'five'), 'five')
def test_insert_objects_list(self):
p = self.P()
p.param.e.objects.insert(0, 8)
p.e = 8
self.assertEqual(p.param.e.objects, [8, 5, 6, 7])
self.assertEqual(p.changes, [('e', [8, 5, 6, 7])])
def test_pop_objects_list(self):
p = self.P()
p.param.e.objects.pop(-1)
with self.assertRaises(ValueError):
p.e = 7
self.assertEqual(p.param.e.objects, [5, 6])
self.assertEqual(p.changes, [('e', [5, 6])])
def test_remove_objects_list(self):
p = self.P()
p.param.e.objects.remove(7)
with self.assertRaises(ValueError):
p.e = 7
self.assertEqual(p.param.e.objects, [5, 6])
self.assertEqual(p.changes, [('e', [5, 6])])
def test_clear_objects_list(self):
p = self.P()
p.param.e.objects.clear()
with self.assertRaises(ValueError):
p.e = 5
self.assertEqual(p.param.e.objects, [])
self.assertEqual(p.changes, [('e', [])])
def test_clear_setitem_objects_list(self):
p = self.P()
p.param.e.objects[:] = []
with self.assertRaises(ValueError):
p.e = 5
self.assertEqual(p.param.e.objects, [])
self.assertEqual(p.changes, [('e', [])])
def test_override_setitem_objects_list(self):
p = self.P()
p.param.e.objects[0] = 8
with self.assertRaises(ValueError):
p.e = 5
p.e = 8
self.assertEqual(p.param.e.objects, [8, 6, 7])
self.assertEqual(p.changes, [('e', [8, 6, 7])])
def test_setitem_name_objects_list(self):
p = self.P()
p.param.e.objects['A'] = 8
self.assertEqual(p.param.e.objects, {'5': 5, '6': 6, '7': 7, 'A': 8})
self.assertEqual(len(p.changes), 1)
def test_update_objects_list(self):
p = self.P()
p.param.e.objects.update({'A': 8})
self.assertEqual(p.param.e.objects, {'5': 5, '6': 6, '7': 7, 'A': 8})
self.assertEqual(len(p.changes), 1)
def test_int_getitem_objects_list(self):
p = self.P()
self.assertEqual(p.param.e.objects[0], 5)
def test_slice_getitem_objects_list(self):
p = self.P()
self.assertEqual(p.param.e.objects[1:3], [6, 7])
def test_items_objects_list(self):
p = self.P()
self.assertEqual(list(p.param.e.objects.items()), [('5', 5), ('6', 6), ('7', 7)])
def test_keys_objects_list(self):
p = self.P()
self.assertEqual(list(p.param.e.objects.keys()), ['5', '6', '7'])
def test_values_objects_list(self):
p = self.P()
self.assertEqual(list(p.param.e.objects.values()), list(p.param.e.objects))
def test_change_objects_dict(self):
p = self.P()
p.param.s.objects = {'seven': 7, 'eight': 8}
with pytest.raises(
ValueError,
match=re.escape(r"ObjectSelector parameter 'P.s' does not accept 1; valid options include: '[7, 8]'")
):
p.s = 1
self.assertEqual(p.param.s.objects, [7, 8])
self.assertEqual(p.changes, [('s', [7, 8])])
def test_getitem_int_objects_dict(self):
p = self.P()
with self.assertRaises(KeyError):
p.param.s.objects[2]
def test_getitem_objects_dict(self):
p = self.P()
self.assertEqual(p.param.s.objects['two'], 2)
def test_keys_objects_dict(self):
p = self.P()
self.assertEqual(list(p.param.s.objects.keys()), ['one', 'two', 'three'])
def test_items_objects_dict(self):
p = self.P()
self.assertEqual(list(p.param.s.objects.items()), [('one', 1), ('two', 2), ('three', 3)])
def test_cast_to_dict_objects_dict(self):
p = self.P()
self.assertEqual(dict(p.param.s.objects), {'one': 1, 'two': 2, 'three': 3})
def test_cast_to_list_objects_dict(self):
p = self.P()
self.assertEqual(list(p.param.s.objects), [1, 2, 3])
def test_setitem_key_objects_dict(self):
p = self.P()
p.param.s.objects['seven'] = 7
p.s = 7
self.assertEqual(p.param.s.objects, [1, 2, 3, 7])
self.assertEqual(p.changes, [('s', [1, 2, 3, 7])])
def test_objects_dict_equality(self):
p = self.P()
p.param.s.objects = {'seven': 7, 'eight': 8}
self.assertEqual(p.param.s.objects, {'seven': 7, 'eight': 8})
self.assertNotEqual(p.param.s.objects, {'seven': 7, 'eight': 8, 'nine': 9})
def test_clear_objects_dict(self):
p = self.P()
p.param.s.objects.clear()
with self.assertRaises(ValueError):
p.s = 1
self.assertEqual(p.param.s.objects, [])
self.assertEqual(p.changes, [('s', [])])
def test_copy_objects_dict(self):
p = self.P()
sobjs = p.param.s.objects.copy()
self.assertIsInstance(sobjs, dict)
self.assertEqual(sobjs, {'one': 1, 'two': 2, 'three': 3})
def test_get_objects_dict(self):
p = self.P()
self.assertEqual(p.param.s.objects.get('two'), 2)
def test_get_default_objects_dict(self):
p = self.P()
self.assertEqual(p.param.s.objects.get('four', 'four'), 'four')
def test_pop_objects_dict(self):
p = self.P()
p.param.s.objects.pop('one')
with self.assertRaises(ValueError):
p.s = 1
self.assertEqual(p.param.s.objects, [2, 3])
self.assertEqual(p.changes, [('s', [2, 3])])
def test_remove_objects_dict(self):
p = self.P()
p.param.s.objects.remove(1)
with self.assertRaises(ValueError):
p.s = 1
self.assertEqual(p.param.s.objects, [2, 3])
self.assertEqual(p.param.s.names, {'two': 2, 'three': 3})
self.assertEqual(p.changes, [('s', [2, 3])])
def test_update_objects_dict(self):
p = self.P()
p.param.s.objects.update({'one': '1', 'three': '3'})
with self.assertRaises(ValueError):
p.s = 1
p.s = '3'
self.assertEqual(p.param.s.objects, ['1', 2, '3'])
self.assertEqual(p.changes, [('s', ['1', 2, '3'])])
def test_update_with_list_objects_dict(self):
p = self.P()
p.param.s.objects.update([('one', '1'), ('three', '3')])
with self.assertRaises(ValueError):
p.s = 1
p.s = '3'
self.assertEqual(p.param.s.objects, ['1', 2, '3'])
self.assertEqual(p.changes, [('s', ['1', 2, '3'])])
def test_update_with_invalid_list_objects_dict(self):
p = self.P()
with self.assertRaises(TypeError):
p.param.s.objects.update([1, 3])
with self.assertRaises(ValueError):
p.param.s.objects.update(['a', 'b'])
def test_values_objects_dict(self):
p = self.P()
self.assertEqual(list(p.param.s.objects.values()), [1, 2, 3])
def test_initialization_out_of_bounds(self):
try:
class Q(param.Parameterized):
q = param.Selector(default=5,objects=[4])
except ValueError:
pass
else:
raise AssertionError("ObjectSelector created outside range.")
def test_initialization_no_bounds(self):
try:
class Q(param.Parameterized):
q = param.Selector(default=5,objects=10)
except TypeError:
pass
else:
raise AssertionError("ObjectSelector created without range.")
def test_initialization_out_of_bounds_objsel(self):
try:
class Q(param.Parameterized):
q = param.ObjectSelector(5,objects=[4])
except ValueError:
pass
else:
raise AssertionError("ObjectSelector created outside range.")
def test_initialization_no_bounds_objsel(self):
try:
class Q(param.Parameterized):
q = param.ObjectSelector(5,objects=10)
except TypeError:
pass
else:
raise AssertionError("ObjectSelector created without range.")
def test_compute_default_fn_in_objects(self):
class P(param.Parameterized):
o = param.ObjectSelector(objects=[0, 1], compute_default_fn=lambda: 1)
assert P.param.o.default is None
P.param.o.compute_default()
assert P.param.o.default == 1
p = P()
assert p.o == 1
def test_compute_default_fn_not_in_objects(self):
class P(param.Parameterized):
o = param.ObjectSelector(objects=[0, 1], compute_default_fn=lambda: 2)
assert P.param.o.default is None
P.param.o.compute_default()
assert P.param.o.default == 2
p = P()
assert p.o == 2
def test_inheritance_behavior1(self):
class A(param.Parameterized):
p = param.ObjectSelector()
class B(A):
p = param.ObjectSelector()
assert B.param.p.default is None
assert B.param.p.objects == []
assert B.param.p.check_on_set is False
b = B()
assert b.param.p.default is None
assert b.param.p.objects == []
assert b.param.p.check_on_set is False
def test_inheritance_behavior2(self):
class A(param.Parameterized):
p = param.ObjectSelector(objects=[0, 1])
class B(A):
p = param.ObjectSelector()
assert B.param.p.objects == [0, 1]
assert B.param.p.default is None
assert B.param.p.check_on_set is True
b = B()
assert b.param.p.objects == [0, 1]
assert b.param.p.default is None
assert b.param.p.check_on_set is True
def test_inheritance_behavior3(self):
class A(param.Parameterized):
p = param.ObjectSelector(default=1, objects=[0, 1])
class B(A):
p = param.ObjectSelector()
assert B.param.p.objects == [0, 1]
assert B.param.p.default == 1
assert B.param.p.check_on_set is True
b = B()
assert b.param.p.objects == [0, 1]
assert b.param.p.default == 1
assert b.param.p.check_on_set is True
def test_inheritance_behavior4(self):
class A(param.Parameterized):
p = param.ObjectSelector(objects=[0, 1], check_on_set=False)
class B(A):
p = param.ObjectSelector()
assert B.param.p.objects == [0, 1]
assert B.param.p.default is None
assert B.param.p.check_on_set is False
b = B()
assert b.param.p.objects == [0, 1]
assert b.param.p.default is None
assert b.param.p.check_on_set is False
def test_inheritance_behavior5(self):
class A(param.Parameterized):
p = param.ObjectSelector(objects=[0, 1], check_on_set=True)
class B(A):
p = param.ObjectSelector()
assert B.param.p.objects == [0, 1]
assert B.param.p.default is None
assert B.param.p.check_on_set is True
b = B()
assert b.param.p.objects == [0, 1]
assert b.param.p.default is None
assert b.param.p.check_on_set is True
def test_inheritance_behavior6(self):
class A(param.Parameterized):
p = param.ObjectSelector(default=0, objects=[0, 1])
class B(A):
p = param.ObjectSelector(default=1)
assert B.param.p.objects == [0, 1]
assert B.param.p.default == 1
assert B.param.p.check_on_set is True
b = B()
assert b.param.p.objects == [0, 1]
assert b.param.p.default == 1
assert b.param.p.check_on_set is True
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