class XYGraph(Schema):
"""Class that defines the x/y graph value schema."""
values = fields.List(fields.Tuple((fields.Number(), fields.Number())),
required=True)
unit = fields.Tuple((fields.Str(), fields.Str()), required=False)
class Meta:
include = {"type": fields.Constant("xy", required=True)}
class MySchema(Schema):
foo = fields.List(fields.DateTime())
bar = fields.Tuple((fields.DateTime(),))
baz = fields.List(fields.Date())
qux = fields.Tuple((fields.Date(),))
class Meta:
datetimeformat = "iso8601"
dateformat = "iso8601"
def test_bad_tuple_field(self):
class ASchema(Schema):
id = fields.Int()
with pytest.raises(ValueError):
fields.Tuple(["string"])
with pytest.raises(ValueError):
fields.Tuple(fields.String)
expected_msg = ('Elements of "tuple_fields" must be subclasses or '
"instances of marshmallow.base.FieldABC.")
with pytest.raises(ValueError, match=expected_msg):
fields.Tuple([ASchema])
def test_bad_tuple_field(self):
class ASchema(Schema):
id = fields.Int()
with pytest.raises(ValueError):
fields.Tuple(['string'])
with pytest.raises(ValueError):
fields.Tuple(fields.String)
with pytest.raises(ValueError) as excinfo:
fields.Tuple([ASchema])
expected_msg = ('Elements of "tuple_fields" must be subclasses or '
'instances of marshmallow.base.FieldABC.')
assert expected_msg in str(excinfo)
class LinearSchema(Schema):
position = fields.Tuple((fields.Float(), fields.Float(), fields.Float()),
missing=None)
velocity = fields.Tuple((fields.Float(), fields.Float(), fields.Float()),
missing=None)
acceleration = fields.Tuple(
(fields.Float(), fields.Float(), fields.Float()), missing=None)
__model__ = _linear.Linear
@post_load
def make_object(self, data, **kwargs):
return self.__model__(**data)
class PulleySchema(Schema):
radius = fields.Float(required=True)
inertia = fields.Nested(_inertia.InertiaSchema, missing=None)
dcm = fields.Tuple(
(fields.Tuple((fields.Float(), fields.Float(), fields.Float())),
fields.Tuple((fields.Float(), fields.Float(), fields.Float())),
fields.Tuple((fields.Float(), fields.Float(), fields.Float()))),
missing=None)
__model__ = _pulley.Pulley
@post_load
def make_object(self, data, **kwargs):
return self.__model__(**data)
class PolyhedronSchema(_geometry.PrimitiveSchema):
vertices = fields.List(
fields.Tuple((fields.Float(required=True), fields.Float(required=True),
fields.Float(required=True))),
required=True,
)
faces = fields.List(
fields.Tuple(
(fields.Integer(required=True), fields.Integer(required=True),
fields.Integer(required=True))),
required=True,
)
__model__ = _polyhedron.Polyhedron
class ContentEntry(Schema):
class Meta:
ordered = True
content_id = fields.Integer(data_key="content-id")
unique_id = fields.Raw(data_key="unique-id",
validate=validate.Length(min=4, max=4))
content_type = EnumField(ContentType,
data_key="content-type",
by_value=True)
filesize = fields.Integer()
# Most of these limits are limitations in the OpenTTD client.
name = fields.String(validate=validate.Length(max=31))
version = fields.String(validate=validate.Length(max=15))
url = fields.String(validate=validate.Length(max=95))
description = fields.String(validate=validate.Length(max=511))
tags = fields.List(fields.String(validate=validate.Length(max=31)))
md5sum = fields.Raw(validate=validate.Length(min=16, max=16))
min_version = fields.List(fields.Integer(),
data_key="min-version",
missing=None)
max_version = fields.List(fields.Integer(),
data_key="max-version",
missing=None)
raw_dependencies = fields.List(
fields.Tuple((
EnumField(ContentType, by_value=True),
fields.Raw(validate=validate.Length(min=4, max=4)),
fields.Raw(validate=validate.Length(min=16, max=16)),
)),
data_key="raw-dependencies",
)
class DirectedGraphSchema(Schema):
""" Schema for :class:`DirectedGraph`.
Validates graph somewhat rigorously.
"""
edge = fields.Dict(
keys=fields.Int(),
values=fields.Dict(keys=fields.Int,
values=fields.Nested(EdgeDataSchema)),
)
node = fields.List(fields.Nested(NodeDataSchema))
edge_list = fields.List(fields.Tuple((fields.Int(), fields.Int())))
class Meta:
fields = ("node", "edge", "edge_list")
@post_load
def make_graph(self, data, **kwargs):
# Modification below alters original settings, so use a deepcopy.
_data = copy.deepcopy(data)
return DirectedGraph(**_data)
@pre_dump(pass_many=True)
def sort_edge_list(self, data, many, **kwargs):
"""Sort edge list to make dumps consistent."""
data.edge_list = sorted(data.edge_list)
return data
class PotholeSchema(Schema):
id = fields.UUID(required=True)
device_name = fields.String(required=True)
timestamp = fields.DateTime(required=True)
confidence = fields.Float(required=True)
coordinates = fields.Tuple((fields.Float(), fields.Float()), required=True)
photo_url = fields.String(required=True)
class ChangeSchema(ma.SQLAlchemyAutoSchema):
class Meta:
model = Change
fields = ('category', 'page', 'data', 'created_at', 'author', '_links')
dump_only = fields
include_fk = True
data = fields.List(
fields.Tuple(
(fields.Int(validate=validate.Range(-1, 1)), fields.String)))
author = fields.UUID()
_links = ma.Hyperlinks({
'collection':
ma.URLFor('changes',
values={
'category_id': '<category>',
'page_id': '<page>'
}),
'page':
ma.URLFor('page',
values={
'category_id': '<category>',
'page_id': '<page>'
}),
'author':
ma.URLFor('user', values={'user_id': '<author>'})
})
class ConfigSchema(Schema):
"""Snow config schema
Attributes:
address (str): Instance address, e.g. https://my_instance.service-now.com
basic_auth (tuple): (<username>, <password>), mutually exclusive with other authentication methods
"""
class InternalConfig:
"""Internal Application config"""
def __init__(self, **config):
for k, v in config.items():
setattr(self, k, v)
address = fields.Url(required=True)
basic_auth = fields.Tuple(tuple_fields=(fields.String(), fields.String()),
required=False)
verify_ssl = fields.Boolean(missing=True)
def __init__(self, *args, **kwargs):
super(ConfigSchema, self).__init__(*args, **kwargs)
@post_load
def make_object(self, data, **_):
if {"basic_auth", "oauth"} <= set(data):
raise ValidationError("Cannot use multiple authentication methods")
elif "basic_auth" in data:
pass
else:
raise ValidationError(
"No supported authentication method provided")
return ConfigSchema.InternalConfig(**data)
class ArtpieceSchema(Schema):
title = fields.Str(missing=None)
email = fields.Email(required=True, load_only=True)
art = fields.Dict(missing=None,
keys=fields.Str(),
values=fields.List(
fields.Tuple((fields.Int(), fields.Int()))))
def __init__(self, valid_color_keys):
Schema.__init__(self)
self._valid_color_keys = valid_color_keys
@validates('title')
def _validate_title_field(self, title):
validate_title(title)
@validates('art')
def _validate_art_field(self, art):
validate_art_content_length(art)
validate_color_keys(art, self._valid_color_keys)
validate_pixels(art)
@pre_load
def strip_title(self, in_data, **kwargs):
title = in_data['title'] if in_data else None
if title is not None:
in_data['title'] = title.strip()
return in_data
class meta:
strict = True
class AssetExportSchema(Schema):
'''
Asset Export API Schema
'''
# Temporal fields
created_at = fields.Int()
deleted_at = fields.Int()
first_scan_time = fields.Int()
last_assessed = fields.Int()
last_authenticated_scan_time = fields.Int()
terminated_at = fields.Int()
updated_at = fields.Int()
# Boolean flags
has_plugin_results = fields.Bool()
is_deleted = fields.Bool()
is_licensed = fields.Bool()
is_terminated = fields.Bool()
servicenow_sysid = fields.Bool()
# Other params
chunk_size = fields.Int(dump_default=1000)
network_id = fields.UUID()
sources = fields.List(fields.Str())
tags = fields.List(fields.Tuple((fields.Str(), fields.Str())))
@post_dump
def post_serialization(self, data, **kwargs): # noqa PLR0201 PLW0613
data = serialize_tags(data)
data = envelope(data, 'filters', excludes=['chunk_size'])
return data
class DashboardPermalinkPostSchema(Schema):
dataMask = fields.Dict(
required=False,
allow_none=True,
description="Data mask used for native filter state",
)
activeTabs = fields.List(
fields.String(),
required=False,
allow_none=True,
description="Current active dashboard tabs",
)
urlParams = fields.List(
fields.Tuple(
(
fields.String(
required=True, allow_none=True, description="Key"),
fields.String(
required=True, allow_none=True, description="Value"),
),
required=False,
allow_none=True,
description="URL Parameter key-value pair",
),
required=False,
allow_none=True,
description="URL Parameters",
)
anchor = fields.String(
required=False,
allow_none=True,
description="Optional anchor link added to url hash",
)
class DashboardPermalinkPostSchema(Schema):
filterState = fields.Dict(
required=False,
allow_none=True,
description="Native filter state",
)
urlParams = fields.List(
fields.Tuple(
(
fields.String(
required=True, allow_none=True, description="Key"),
fields.String(
required=True, allow_none=True, description="Value"),
),
required=False,
allow_none=True,
description="URL Parameter key-value pair",
),
required=False,
allow_none=True,
description="URL Parameters",
)
hash = fields.String(required=False,
allow_none=True,
description="Optional anchor link")
class ClientConfig(BaseConfigSchema):
"""Client config schema
Attributes:
address (str): Instance address, e.g. my_instance.service-now.com
basic_auth (tuple): (<username>, <password>), mutually exclusive with other authentication methods
use_ssl (bool): Whether to use SSL, defaults to True
verify_ssl (bool): Whether to validate SSL certificates, defaults to True
"""
def __init__(self, *args: Any, **kwargs: Any):
super(ClientConfig, self).__init__(*args, **kwargs)
basic_auth = fields.Tuple(
tuple_fields=(fields.String(), fields.String()), required=False, allow_none=True
)
oauth = fields.Dict(required=False, allow_none=True)
use_ssl = fields.Boolean(missing=True)
verify_ssl = fields.Boolean(missing=True)
@post_load
def make_object(self, data: dict, **_: Any) -> Any:
if {"basic_auth", "oauth"} <= set(data):
raise AmbiguousClientAuthentication(
"Cannot use multiple authentication methods"
)
elif data.get("basic_auth"):
pass
else:
raise MissingClientAuthentication(
"No supported authentication method provided"
)
return super().make_object(data)
class FunctionSchema(Schema):
name = fields.String()
lines = fields.Tuple((fields.Integer(), fields.Integer()))
@post_load
def make_function(self, data, **kwargs):
return Function(**data)
class DirectionalMacroConfigSchema(FactorySchema[DirectionalMacroConfig]):
ctor = DirectionalMacroConfig
spell_key_rotation = fields.List(fields.Str(), required=True)
rotation_threshold_secs = fields.Int(default=3600)
direction_pairs = fields.List(fields.Tuple((fields.Str(required=True),
fields.Str(required=False,
allow_none=True,
default=None))),
required=True)
class ConfigSchema(Schema):
log_level = EnumField(LogLevel, load_default=LogLevel.WARNING)
listen_addr = fields.IP(required=True)
log_port_range = fields.Tuple((fields.Integer(), fields.Integer()),
required=True)
@post_load
def make_config(self, data, **kwargs):
return Config(**data)
class AnchorSchema(Schema):
position = fields.Tuple(
(fields.Float(), fields.Float(), fields.Float()),
required=True,
)
dcm = fields.Tuple(
(fields.Tuple((fields.Float(), fields.Float(), fields.Float())),
fields.Tuple((fields.Float(), fields.Float(), fields.Float())),
fields.Tuple((fields.Float(), fields.Float(), fields.Float()))),
missing=None)
@post_load(pass_many=True)
def make_object(self, data, many, **kwargs):
if many:
return _anchor.AnchorList(
(self.make_object(each, False, **kwargs) for each in data))
else:
return self.__model__(**data)
class NocturnalEventsSchema(Schema):
query_kind = fields.String(validate=OneOf(["nocturnal_events"]))
start = fields.Date(required=True)
stop = fields.Date(required=True)
hours = fields.Tuple((fields.Integer(), fields.Integer()))
subscriber_subset = SubscriberSubset()
@post_load
def make_query_object(self, params, **kwargs):
return NocturnalEventsExposed(**params)
class BarGraph(Schema):
"""Class that defines the bar graph value schema."""
values = fields.List(fields.Tuple([fields.Str(),
fields.Number()]),
required=True)
unit = fields.String(required=False)
class Meta:
include = {"type": fields.Constant("bar", required=True)}
class QuerySchema(Schema):
bounds = fields.Tuple((
fields.Float(),
fields.Float(),
fields.Float(),
fields.Float(),
),
required=True)
limit = fields.Integer(required=False)
class CylinderSchema(_geometry.PrimitiveSchema):
height = fields.Float(
required=True
)
radius = fields.Tuple(
(fields.Float(), fields.Float()),
required=True
)
__model__ = _cylinder.Cylinder
class HistoricalAssetsPriceSchema(Schema):
assets_timestamp = fields.List(
fields.Tuple( # type: ignore # Tuple is not annotated
(AssetField(required=True), TimestampField(required=True)),
required=True,
),
required=True,
validate=webargs.validate.Length(min=1),
)
target_asset = AssetField(required=True)
async_query = fields.Boolean(missing=False)
class InertiaSchema(Schema):
angular = fields.Tuple(
(
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
)),
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
)),
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
))
),
required=False,
default=[[np.inf, 0, 0], [0, np.inf, 0], [0, 0, np.inf]],
missing=None
)
linear = fields.Tuple(
(
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
)),
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
)),
fields.Tuple((
fields.Float(allow_nan=True),
fields.Float(allow_nan=True),
fields.Float(allow_nan=True)
))
),
required=False,
default=[[np.inf, 0, 0], [0, np.inf, 0], [0, 0, np.inf]],
missing=None,
)
__model__ = _inertia.Inertia
@post_load
def make_object(self, data, **kwargs):
return self.__model__(**data)
class PlatformSchema(Schema):
name = fields.String(
required=False,
missing='default',
)
anchors = fields.Nested(
PlatformAnchorSchema(many=True, ),
required=True,
)
pose = fields.Nested(_pose.PoseSchema, missing=None)
motion_pattern = fields.Nested(
_pattern.PatternSchema,
required=True,
)
center_of_gravity = fields.Tuple(
(fields.Float(), fields.Float(), fields.Float()),
required=False,
missing=(0.0, 0.0, 0.0),
)
center_of_linkage = fields.Tuple(
(fields.Float(), fields.Float(), fields.Float()),
required=False,
missing=(0.0, 0.0, 0.0),
)
inertia = fields.Nested(
_inertia.InertiaSchema,
required=False,
missing=None,
)
__model__ = _platform.Platform
@post_load(pass_many=True)
def make_object(self, data, many, **kwargs):
if many:
return _platform.PlatformList(
(self.make_object(each, False) for each in data))
else:
return self.__model__(**data)
class ProjectOptimizationModifierPruningNodeSchema(
ProjectOptimizationModifierPruningNodeMetadataSchema,
ProjectOptimizationModifierEstimationsSchema,
):
"""
Schema for a pruning node containing metadata and estimated values
"""
overridden = fields.Bool(required=True, allow_none=False)
perf_sensitivities = fields.List(
fields.Tuple(
[fields.Float(allow_none=True),
fields.Float(allow_none=True)]),
required=True,
allow_none=False,
)
loss_sensitivities = fields.List(
fields.Tuple(
[fields.Float(allow_none=True),
fields.Float(allow_none=True)]),
required=True,
allow_none=False,
)
class ExplorePermalinkPostSchema(Schema):
formData = fields.Dict(
required=True,
allow_none=False,
description="Chart form data",
)
urlParams = fields.List(
fields.Tuple(
(
fields.String(
required=True, allow_none=True, description="Key"),
fields.String(
required=True, allow_none=True, description="Value"),
),
required=False,
allow_none=True,
description="URL Parameter key-value pair",
),
required=False,
allow_none=True,
description="URL Parameters",
)