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test_construction.py
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test_construction.py
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import pickle
from typing import Any, List
import pytest
from pydantic import BaseModel, Field
class Model(BaseModel):
a: float
b: int = 10
def test_simple_construct():
m = Model.construct(a=3.14)
assert m.a == 3.14
assert m.b == 10
assert m.__fields_set__ == {'a'}
assert m.dict() == {'a': 3.14, 'b': 10}
def test_construct_misuse():
m = Model.construct(b='foobar')
assert m.b == 'foobar'
assert m.dict() == {'b': 'foobar'}
with pytest.raises(AttributeError, match="'Model' object has no attribute 'a'"):
print(m.a)
def test_construct_fields_set():
m = Model.construct(a=3.0, b=-1, _fields_set={'a'})
assert m.a == 3
assert m.b == -1
assert m.__fields_set__ == {'a'}
assert m.dict() == {'a': 3, 'b': -1}
def test_large_any_str():
class Model(BaseModel):
a: bytes
b: str
content_bytes = b'x' * (2 ** 16 + 1)
content_str = 'x' * (2 ** 16 + 1)
m = Model(a=content_bytes, b=content_str)
assert m.a == content_bytes
assert m.b == content_str
def test_simple_copy():
m = Model(a=24)
m2 = m.copy()
assert m.a == m2.a == 24
assert m.b == m2.b == 10
assert m == m2
assert m.__fields__ == m2.__fields__
class ModelTwo(BaseModel):
a: float
b: int = 10
c: str = 'foobar'
d: Model
def test_deep_copy():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy(deep=True)
assert m.a == m2.a == 24
assert m.b == m2.b == 10
assert m.c == m2.c == 'foobar'
assert m.d is not m2.d
assert m == m2
assert m.__fields__ == m2.__fields__
def test_copy_exclude():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy(exclude={'b'})
assert m.a == m2.a == 24
assert isinstance(m2.d, Model)
assert m2.d.a == 12
assert hasattr(m2, 'c')
assert not hasattr(m2, 'b')
assert set(m.dict().keys()) == {'a', 'b', 'c', 'd'}
assert set(m2.dict().keys()) == {'a', 'c', 'd'}
assert m != m2
def test_copy_include():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy(include={'a'})
assert m.a == m2.a == 24
assert set(m.dict().keys()) == {'a', 'b', 'c', 'd'}
assert set(m2.dict().keys()) == {'a'}
assert m != m2
def test_copy_include_exclude():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy(include={'a', 'b', 'c'}, exclude={'c'})
assert set(m.dict().keys()) == {'a', 'b', 'c', 'd'}
assert set(m2.dict().keys()) == {'a', 'b'}
def test_copy_advanced_exclude():
class SubSubModel(BaseModel):
a: str
b: str
class SubModel(BaseModel):
c: str
d: List[SubSubModel]
class Model(BaseModel):
e: str
f: SubModel
m = Model(e='e', f=SubModel(c='foo', d=[SubSubModel(a='a', b='b'), SubSubModel(a='c', b='e')]))
m2 = m.copy(exclude={'f': {'c': ..., 'd': {-1: {'a'}}}})
assert hasattr(m.f, 'c')
assert not hasattr(m2.f, 'c')
assert m2.dict() == {'e': 'e', 'f': {'d': [{'a': 'a', 'b': 'b'}, {'b': 'e'}]}}
m2 = m.copy(exclude={'e': ..., 'f': {'d'}})
assert m2.dict() == {'f': {'c': 'foo'}}
def test_copy_advanced_include():
class SubSubModel(BaseModel):
a: str
b: str
class SubModel(BaseModel):
c: str
d: List[SubSubModel]
class Model(BaseModel):
e: str
f: SubModel
m = Model(e='e', f=SubModel(c='foo', d=[SubSubModel(a='a', b='b'), SubSubModel(a='c', b='e')]))
m2 = m.copy(include={'f': {'c'}})
assert hasattr(m.f, 'c')
assert hasattr(m2.f, 'c')
assert m2.dict() == {'f': {'c': 'foo'}}
m2 = m.copy(include={'e': ..., 'f': {'d': {-1}}})
assert m2.dict() == {'e': 'e', 'f': {'d': [{'a': 'c', 'b': 'e'}]}}
def test_copy_advanced_include_exclude():
class SubSubModel(BaseModel):
a: str
b: str
class SubModel(BaseModel):
c: str
d: List[SubSubModel]
class Model(BaseModel):
e: str
f: SubModel
m = Model(e='e', f=SubModel(c='foo', d=[SubSubModel(a='a', b='b'), SubSubModel(a='c', b='e')]))
m2 = m.copy(include={'e': ..., 'f': {'d'}}, exclude={'e': ..., 'f': {'d': {0}}})
assert m2.dict() == {'f': {'d': [{'a': 'c', 'b': 'e'}]}}
def test_copy_update():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy(update={'a': 'different'})
assert m.a == 24
assert m2.a == 'different'
assert set(m.dict().keys()) == set(m2.dict().keys()) == {'a', 'b', 'c', 'd'}
assert m != m2
def test_copy_set_fields():
m = ModelTwo(a=24, d=Model(a='12'))
m2 = m.copy()
assert m.dict(exclude_unset=True) == {'a': 24.0, 'd': {'a': 12}}
assert m.dict(exclude_unset=True) == m2.dict(exclude_unset=True)
def test_simple_pickle():
m = Model(a='24')
b = pickle.dumps(m)
m2 = pickle.loads(b)
assert m.a == m2.a == 24
assert m.b == m2.b == 10
assert m == m2
assert m is not m2
assert tuple(m) == (('a', 24.0), ('b', 10))
assert tuple(m2) == (('a', 24.0), ('b', 10))
assert m.__fields__ == m2.__fields__
def test_recursive_pickle():
m = ModelTwo(a=24, d=Model(a='123.45'))
m2 = pickle.loads(pickle.dumps(m))
assert m == m2
assert m.d.a == 123.45
assert m2.d.a == 123.45
assert m.__fields__ == m2.__fields__
def test_immutable_copy():
class Model(BaseModel):
a: int
b: int
class Config:
allow_mutation = False
m = Model(a=40, b=10)
assert m == m.copy()
m2 = m.copy(update={'b': 12})
assert repr(m2) == 'Model(a=40, b=12)'
with pytest.raises(TypeError):
m2.b = 13
def test_pickle_fields_set():
m = Model(a=24)
assert m.dict(exclude_unset=True) == {'a': 24}
m2 = pickle.loads(pickle.dumps(m))
assert m2.dict(exclude_unset=True) == {'a': 24}
def test_copy_update_exclude():
class SubModel(BaseModel):
a: str
b: str
class Model(BaseModel):
c: str
d: SubModel
m = Model(c='ex', d=dict(a='ax', b='bx'))
assert m.dict() == {'c': 'ex', 'd': {'a': 'ax', 'b': 'bx'}}
assert m.copy(exclude={'c'}).dict() == {'d': {'a': 'ax', 'b': 'bx'}}
assert m.copy(exclude={'c'}, update={'c': 42}).dict() == {'c': 42, 'd': {'a': 'ax', 'b': 'bx'}}
assert m._calculate_keys(exclude={'x'}, include=None, exclude_unset=False) == {'c', 'd'}
assert m._calculate_keys(exclude={'x'}, include=None, exclude_unset=False, update={'c': 42}) == {'d'}
def test_shallow_copy_modify():
class X(BaseModel):
val: int
deep: Any
x = X(val=1, deep={'deep_thing': [1, 2]})
y = x.copy()
y.val = 2
y.deep['deep_thing'].append(3)
assert x.val == 1
assert y.val == 2
# deep['deep_thing'] gets modified
assert x.deep['deep_thing'] == [1, 2, 3]
assert y.deep['deep_thing'] == [1, 2, 3]
def test_construct_default_factory():
class Model(BaseModel):
foo: List[int] = Field(default_factory=list)
bar: str = 'Baz'
m = Model.construct()
assert m.foo == []
assert m.bar == 'Baz'