Repository URL to install this package:
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Version:
1.8.2 ▾
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import json
import pickle
from typing import List, Tuple, Union
import pytest
from pydantic import BaseModel, Field, Protocol, ValidationError, parse_obj_as
class Model(BaseModel):
a: float
b: int = 10
def test_obj():
m = Model.parse_obj(dict(a=10.2))
assert str(m) == 'a=10.2 b=10'
def test_parse_obj_fails():
with pytest.raises(ValidationError) as exc_info:
Model.parse_obj([1, 2, 3])
assert exc_info.value.errors() == [
{'loc': ('__root__',), 'msg': 'Model expected dict not list', 'type': 'type_error'}
]
def test_parse_obj_submodel():
m = Model.parse_obj(Model(a=10.2))
assert m.dict() == {'a': 10.2, 'b': 10}
def test_parse_obj_wrong_model():
class Foo(BaseModel):
c = 123
with pytest.raises(ValidationError) as exc_info:
Model.parse_obj(Foo())
assert exc_info.value.errors() == [{'loc': ('a',), 'msg': 'field required', 'type': 'value_error.missing'}]
def test_parse_obj_root():
class MyModel(BaseModel):
__root__: str
m = MyModel.parse_obj('a')
assert m.dict() == {'__root__': 'a'}
assert m.__root__ == 'a'
def test_parse_root_list():
class MyModel(BaseModel):
__root__: List[str]
m = MyModel.parse_obj(['a'])
assert m.dict() == {'__root__': ['a']}
assert m.__root__ == ['a']
def test_parse_nested_root_list():
class NestedData(BaseModel):
id: str
class NestedModel(BaseModel):
__root__: List[NestedData]
class MyModel(BaseModel):
nested: NestedModel
m = MyModel.parse_obj({'nested': [{'id': 'foo'}]})
assert isinstance(m.nested, NestedModel)
assert isinstance(m.nested.__root__[0], NestedData)
def test_parse_nested_root_tuple():
class NestedData(BaseModel):
id: str
class NestedModel(BaseModel):
__root__: Tuple[int, NestedData]
class MyModel(BaseModel):
nested: List[NestedModel]
data = [0, {'id': 'foo'}]
m = MyModel.parse_obj({'nested': [data]})
assert isinstance(m.nested[0], NestedModel)
assert isinstance(m.nested[0].__root__[1], NestedData)
nested = parse_obj_as(NestedModel, data)
assert isinstance(nested, NestedModel)
def test_parse_nested_custom_root():
class NestedModel(BaseModel):
__root__: List[str]
class MyModel(BaseModel):
__root__: NestedModel
nested = ['foo', 'bar']
m = MyModel.parse_obj(nested)
assert isinstance(m, MyModel)
assert isinstance(m.__root__, NestedModel)
assert isinstance(m.__root__.__root__, List)
assert isinstance(m.__root__.__root__[0], str)
def test_json():
assert Model.parse_raw('{"a": 12, "b": 8}') == Model(a=12, b=8)
def test_json_ct():
assert Model.parse_raw('{"a": 12, "b": 8}', content_type='application/json') == Model(a=12, b=8)
def test_pickle_ct():
data = pickle.dumps(dict(a=12, b=8))
assert Model.parse_raw(data, content_type='application/pickle', allow_pickle=True) == Model(a=12, b=8)
def test_pickle_proto():
data = pickle.dumps(dict(a=12, b=8))
assert Model.parse_raw(data, proto=Protocol.pickle, allow_pickle=True) == Model(a=12, b=8)
def test_pickle_not_allowed():
data = pickle.dumps(dict(a=12, b=8))
with pytest.raises(RuntimeError):
Model.parse_raw(data, proto=Protocol.pickle)
def test_bad_ct():
with pytest.raises(ValidationError) as exc_info:
Model.parse_raw('{"a": 12, "b": 8}', content_type='application/missing')
assert exc_info.value.errors() == [
{'loc': ('__root__',), 'msg': 'Unknown content-type: application/missing', 'type': 'type_error'}
]
def test_bad_proto():
with pytest.raises(ValidationError) as exc_info:
Model.parse_raw('{"a": 12, "b": 8}', proto='foobar')
assert exc_info.value.errors() == [{'loc': ('__root__',), 'msg': 'Unknown protocol: foobar', 'type': 'type_error'}]
def test_file_json(tmpdir):
p = tmpdir.join('test.json')
p.write('{"a": 12, "b": 8}')
assert Model.parse_file(str(p)) == Model(a=12, b=8)
def test_file_json_no_ext(tmpdir):
p = tmpdir.join('test')
p.write('{"a": 12, "b": 8}')
assert Model.parse_file(str(p)) == Model(a=12, b=8)
def test_file_json_loads(tmp_path):
def custom_json_loads(*args, **kwargs):
data = json.loads(*args, **kwargs)
data['a'] = 99
return data
class Example(BaseModel):
a: int
class Config:
json_loads = custom_json_loads
p = tmp_path / 'test_json_loads.json'
p.write_text('{"a": 12}')
assert Example.parse_file(p) == Example(a=99)
def test_file_pickle(tmpdir):
p = tmpdir.join('test.pkl')
p.write_binary(pickle.dumps(dict(a=12, b=8)))
assert Model.parse_file(str(p), allow_pickle=True) == Model(a=12, b=8)
def test_file_pickle_no_ext(tmpdir):
p = tmpdir.join('test')
p.write_binary(pickle.dumps(dict(a=12, b=8)))
assert Model.parse_file(str(p), content_type='application/pickle', allow_pickle=True) == Model(a=12, b=8)
def test_const_differentiates_union():
class SubModelA(BaseModel):
key: str = Field('A', const=True)
foo: int
class SubModelB(BaseModel):
key: str = Field('B', const=True)
foo: int
class Model(BaseModel):
a: Union[SubModelA, SubModelB]
m = Model.parse_obj({'a': {'key': 'B', 'foo': 3}})
assert isinstance(m.a, SubModelB)