class TriangleSchema(colander.Schema):
a = colander.SchemaNode(colander.Float(),
validator=colander.Range(
min=0, min_err='Side length must be positive'),
default=5)
b = colander.SchemaNode(colander.Float(),
validator=colander.Range(
min=0, min_err='Side length must be positive'),
default=5)
theta = colander.SchemaNode(
colander.Float(),
validator=colander.Range(
min=0,
max=180,
min_err='Angle must be positive',
max_err='Angle must be less than 180 degrees'),
default=45)
label_a = colander.SchemaNode(colander.String(), missing='')
label_b = colander.SchemaNode(colander.String(), missing='')
label_c = colander.SchemaNode(colander.String(), missing='')
label_angle_A = colander.SchemaNode(colander.String(), missing='')
label_angle_B = colander.SchemaNode(colander.String(), missing='')
label_angle_C = colander.SchemaNode(colander.String(), missing='')
show_angle_A = colander.SchemaNode(
colander.Bool(),
widget=FancyCheckboxInput(label='Render Angle (A)'),
default=True)
show_angle_B = colander.SchemaNode(
colander.Bool(),
widget=FancyCheckboxInput(label='Render Angle (B)'),
default=True)
show_angle_C = colander.SchemaNode(
colander.Bool(),
widget=FancyCheckboxInput(label='Render Angle (C)'),
default=True)
class SkipForm(colander.MappingSchema):
skip_type = colander.SchemaNode(colander.String(encoding='utf-8'),
title="Skip Type",
description="A to Z",
validator=deferred_skip_type_validator)
small_length = colander.SchemaNode(colander.Float(),
title="Small Length (m)")
large_length = colander.SchemaNode(colander.Float(),
title="Large Length (m)")
small_breadth = colander.SchemaNode(colander.Float(),
title="Small Breadth (m)")
large_breadth = colander.SchemaNode(colander.Float(),
title="Large Breadth (m)")
def validator(self, node, value):
exc = colander.Invalid(node, "")
valid = True
if value['small_length'] > value['large_length']:
valid = False
exc['small_length'] = "The small length must be less than the " \
"large length"
if value['small_breadth'] > value['large_breadth']:
valid = False
exc['small_breadth'] = "The small breadth must be less than the " \
"large breadth"
if not valid:
raise exc
class venue(colander.MappingSchema):
# city = colander.SchemaNode(colander.String())
lon = colander.SchemaNode(colander.Float())
repinned = colander.SchemaNode(colander.Boolean())
lat = colander.SchemaNode(colander.Float())
id = colander.SchemaNode(colander.Float())
name = colander.SchemaNode(colander.String())
class LBFGSBParametersSchema(StrictMappingSchema):
"""Parameters for the L-BFGS-B optimizer.
See :class:`moe.optimal_learning.python.python_version.optimization.LBFGSBParameters`
"""
approx_grad = colander.SchemaNode(
colander.Boolean(),
)
max_func_evals = colander.SchemaNode(
colander.Int(),
validator=colander.Range(min=1),
)
max_metric_correc = colander.SchemaNode(
colander.Int(),
validator=colander.Range(min=1),
)
factr = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=1.0),
)
pgtol = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0.0),
)
epsilon = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0.0),
)
class NewtonParametersSchema(StrictMappingSchema):
"""Parameters for the newton optimizer.
See :class:`moe.optimal_learning.python.cpp_wrappers.optimization.NewtonParameters`
"""
max_num_steps = colander.SchemaNode(
colander.Int(),
validator=colander.Range(min=1),
)
gamma = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=1.0),
)
time_factor = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=1.0e-16),
)
max_relative_change = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0.0, max=1.0),
)
tolerance = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0.0),
)
def colander_literal_type(self, data_input):
# LOGGER.debug('data input type = %s', data_input.dataType)
if 'boolean' in data_input.dataType:
return colander.Boolean()
elif 'integer' in data_input.dataType:
return colander.Integer()
elif 'float' in data_input.dataType:
return colander.Float()
elif 'double' in data_input.dataType:
return colander.Float()
elif 'decimal' in data_input.dataType:
return colander.Decimal()
elif 'string' in data_input.dataType:
return colander.String()
elif 'dateTime' in data_input.dataType:
return colander.DateTime()
elif 'date' in data_input.dataType:
return colander.Date()
elif 'time' in data_input.dataType:
return colander.Time()
elif 'duration' in data_input.dataType:
# TODO: check correct type
# http://www.w3.org/TR/xmlschema-2/#duration
return colander.Time()
# guessing from default
elif hasattr(data_input, 'defaultValue'):
try:
dateutil.parser.parse(data_input.defaultValue)
except Exception:
return colander.String()
else:
return colander.DateTime()
else:
return colander.String()
class Geolocation(colander.MappingSchema):
lon = colander.SchemaNode(colander.Float(),
validator=colander.Range(-180, 180),
missing=TOKYO_GEOLOCATION['lon'])
lat = colander.SchemaNode(colander.Float(),
validator=colander.Range(-90, 90),
missing=TOKYO_GEOLOCATION['lat'])
def _addAnnotateSchema(self, schema):
schema.add(colander.SchemaNode(colander.Float(),
missing=0.0,
name='ms_intensity_cutoff'))
schema.add(colander.SchemaNode(colander.Float(),
missing=0.0,
name='msms_intensity_cutoff'))
schema.add(colander.SchemaNode(colander.Integer(),
validator=colander.Range(0, 4),
name='max_broken_bonds'))
schema.add(colander.SchemaNode(colander.Integer(),
validator=colander.Range(0, 4),
name='max_water_losses'))
schema.add(colander.SchemaNode(colander.String(),
missing=colander.null,
validator=colander.OneOf(['pubchem',
'kegg',
'hmdb',
]),
name='structure_database'
))
schema.add(colander.SchemaNode(colander.Integer(),
missing=colander.null,
validator=colander.Range(min=1),
name='min_refscore'))
schema.add(colander.SchemaNode(colander.Integer(),
missing=colander.null,
validator=colander.Range(min=1),
name='max_mz'))
schema.add(colander.SchemaNode(colander.Boolean(),
missing=False,
name='excl_halo'))
schema.add(colander.SchemaNode(self.File(),
missing=colander.null,
name='ids_file'))
class DemoObjSchema(base_schema.ObjTypeSchema):
filename = FilenameSchema(
save=True,
update=True,
isdatafile=True,
test_equal=False,
)
foo_float = colander.SchemaNode(colander.Float(), save=True, update=True)
foo_float_array = colander.SequenceSchema(colander.SchemaNode(
colander.Float()),
read_only=True)
timeseries = colander.SequenceSchema(colander.TupleSchema(children=[
colander.SchemaNode(colander.DateTime(default_tzinfo=None)),
colander.SchemaNode(colander.Float())
]),
read_only=True)
variable = base_schema.GeneralGnomeObjectSchema(
acceptable_schemas=[TimeseriesDataSchema, TimeseriesVectorSchema],
save=True,
update=True,
save_reference=True,
)
variables = colander.SequenceSchema(base_schema.GeneralGnomeObjectSchema(
acceptable_schemas=[TimeseriesDataSchema, TimeseriesVectorSchema]),
save=True,
update=True,
save_reference=True)
class BookMarkSchema(colander.MappingSchema):
"""
Schema for bookmarks
"""
type_id = colander.SchemaNode(colander.Integer(),
validator=deferred_type_id_validator)
description = colander.SchemaNode(colander.String())
ht = colander.SchemaNode(colander.Float())
tva = colander.SchemaNode(colander.Float())
class group(colander.MappingSchema):
who = colander.SchemaNode(colander.String())
join_mode = colander.SchemaNode(colander.String())
id = colander.SchemaNode(colander.Integer())
name = colander.SchemaNode(colander.String())
urlname = colander.SchemaNode(colander.String())
group_lon = colander.SchemaNode(colander.Float())
group_lat = colander.SchemaNode(colander.Float())
created = colander.SchemaNode(colander.Integer())
class venue(colander.MappingSchema):
city = colander.SchemaNode(colander.String())
lon = colander.SchemaNode(colander.Float())
repinned = colander.SchemaNode(colander.Boolean())
lat = colander.SchemaNode(colander.Float())
id = colander.SchemaNode(colander.Float())
name = colander.SchemaNode(colander.String())
address_1 = colander.SchemaNode(colander.String())
country = colander.SchemaNode(colander.String())
class ValidPositionSchema(colander.MappingSchema, ValidatorNode):
"""A schema which validates the fields present in a position."""
lat = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(constants.MIN_LAT,
constants.MAX_LAT))
lon = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(constants.MIN_LON,
constants.MAX_LON))
class RouteView(colander.MappingSchema):
name = colander.SchemaNode(colander.String(),
title="Название:",
validator=colander.Length(max=50))
distance = colander.SchemaNode(colander.Float(),
title="Расстояние (км):",
validator=colander.Range(0, 10000))
base_price = colander.SchemaNode(colander.Float(),
title="Стоимость (грн):",
validator=colander.Range(0, 1000000))
class LandLordAddressView(colander.MappingSchema):
address = colander.SchemaNode(colander.String(), title="Address:", validator=colander.Length(max=300))
number_of_seats = colander.SchemaNode(colander.Integer(), title="Number of Seats:")
has_dinner = colander.SchemaNode(colander.Boolean(), title="Dinner:")
has_language_cources = colander.SchemaNode(colander.Boolean(), title="Langeage Cources:")
has_transfer = colander.SchemaNode(colander.Boolean(), title="Transfer:")
additional = colander.SchemaNode(colander.String(), title="Additional:")
price = colander.SchemaNode(colander.Float(), title="Price:")
special_price = colander.SchemaNode(colander.Float(), title="Special Price:")
special_price_min_num = colander.SchemaNode(colander.Integer(), title="Special Price Minimum Order Number:")
class SearchRequestSchema(colander.MappingSchema):
"""Validates search query parameters."""
lat = colander.SchemaNode(colander.Float(),
missing=37.7860099,
validator=colander.Range(-90, 90))
lng = colander.SchemaNode(colander.Float(),
missing=-122.4025387,
validator=colander.Range(-180, 180))
type = colander.SchemaNode(colander.String(),
missing="bike",
validator=colander.OneOf(
['bike', 'film', 'food']))
class BloodPressureCrudViews(IndividualRecordCRUDView, CRUDView):
model = BloodPressure
schema = SQLAlchemySchemaNode(BloodPressure,
includes=[
'time', 'systolic', 'diastolic',
colander.SchemaNode(colander.Float(),
name='heart_rate',
title='Heart rate',
missing=None)
])
title = 'blood pressure'
url_path = '/blood_pressure'
list_display = ('time', 'systolic', 'diastolic', heart_rate)
def get_list_query(self):
query = super(BloodPressureCrudViews, self).get_list_query()
return query.order_by(BloodPressure.time.desc())
def dictify(self, obj):
appstruct = super(BloodPressureCrudViews, self).dictify(obj)
if obj.heart_rate is not None:
appstruct['heart_rate'] = obj.heart_rate.rate
return appstruct
class Person(Base):
__tablename__ = 'person'
#Fully customised schema node
id = Column(sqlalchemy.Integer,
primary_key=True,
info={
'colanderalchemy': {
'typ': colander.Float(),
'title': 'Person ID',
'description': 'The Person identifier.',
'widget': 'Empty Widget'
}
})
#Explicitly set as a default field
name = Column(
sqlalchemy.Unicode(128),
nullable=False,
info={'colanderalchemy': {
'default': colander.required
}})
#Explicitly excluded from resulting schema
surname = Column(sqlalchemy.Unicode(128),
nullable=False,
info={'colanderalchemy': {
'exclude': True
}})
class ExpenseKmConfig(ExpenseConfig):
"""
Schema for the configuration of vehicle related expenses
"""
amount = colander.SchemaNode(colander.Float(),
title=u"Tarif",
description=u"Tarif au km")
class PeriodForm(colander.MappingSchema):
id = colander.SchemaNode(colander.Integer(),
widget=deform.widget.HiddenWidget(),
missing=None)
date = colander.SchemaNode(colander.Date())
temperature_time = colander.SchemaNode(colander.Time(), missing=None)
temperature = colander.SchemaNode(colander.Float(), missing=None)
period_intensity = colander.SchemaNode(
colander.Integer(),
widget=deform.widget.SelectWidget(
values=[(key, value)
for (key, value) in period_intensity_choices.items()]),
missing=None)
cervical_fluid = colander.SchemaNode(
colander.Integer(),
widget=deform.widget.SelectWidget(
values=[(key, value)
for (key, value) in cervical_fluid_choices.items()]),
missing=None)
lh_surge = colander.SchemaNode(
colander.Integer(),
widget=deform.widget.SelectWidget(
values=[(key, value)
for (key, value) in lh_surge_choices.items()]),
missing=None)
notes = colander.SchemaNode(colander.String(),
widget=deform.widget.TextAreaWidget(),
missing=None)
class EventSchema(colander.MappingSchema):
"""Schema for new event data validation"""
name = colander.SchemaNode(colander.String(),
validator=colander.Length(max=255))
long = colander.SchemaNode(colander.Float(),
validator=colander.Range(-180, 180))
lat = colander.SchemaNode(colander.Float(),
validator=colander.Range(-90, 90))
description = colander.SchemaNode(colander.String(),
validator=colander.Length(max=20000))
start_date = colander.SchemaNode(colander.DateTime())
end_date = colander.SchemaNode(colander.DateTime(), missing=colander.drop)
main_image = colander.SchemaNode(colander.String(), missing=colander.drop)
category = colander.SchemaNode(colander.String(),
validator=colander.Length(max=255))
tags = Tags(missing=colander.drop)
class Connection(colander.MappingSchema):
start = colander.SchemaNode(colander.String(), name='from')
departure = colander.SchemaNode(colander.String())
to = colander.SchemaNode(colander.String())
arrival = colander.SchemaNode(colander.String())
duration = colander.SchemaNode(colander.Float())
legs = Legs()
class ListOfExpectedImprovements(colander.SequenceSchema):
"""A list of floats all geq 0.0."""
expected_improvement = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0),
)
class ReportSearchSchema(colander.MappingSchema):
def schema_type(self, **kw):
return colander.Mapping(unknown='preserve')
resource = colander.SchemaNode(StringToAppList(),
validator=possible_applications_validator,
missing=possible_applications)
request_id = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.String()),
missing=None)
start_date = colander.SchemaNode(PermissiveDate(), missing=None)
end_date = colander.SchemaNode(PermissiveDate(), missing=None)
page = colander.SchemaNode(colander.Integer(),
validator=colander.Range(min=1),
missing=1)
min_occurences = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(
colander.Integer()),
missing=None)
http_status = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.Integer()),
missing=None)
priority = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.Integer()),
missing=None)
error = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.String()),
missing=None)
url_path = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.String()),
missing=None)
url_domain = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.String()),
missing=None)
report_status = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.String()),
missing=None)
min_duration = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.Float()),
missing=None)
max_duration = colander.SchemaNode(colander.Sequence(accept_scalar=True),
colander.SchemaNode(colander.Float()),
missing=None)
class ProfileSchema(colander.MappingSchema):
applicationId = colander.SchemaNode(colander.String())
candidateId = colander.SchemaNode(colander.Integer())
isRetake = colander.SchemaNode(colander.Bool())
invitationDate = colander.SchemaNode(colander.DateTime())
applicationTime = colander.SchemaNode(colander.DateTime())
speechToText = SpeechToTextSequence()
videoLength = colander.SchemaNode(colander.Float())
score = colander.SchemaNode(colander.Integer())
class Person(colander.MappingSchema):
id = colander.SchemaNode(colander.Float(),
title='Person ID',
description='The Person identifier.',
missing=colander.drop,
widget='Empty Widget')
name = colander.SchemaNode(colander.String(),
validator=colander.Length(0, 128),
default=colander.required)
def colander_literal_type(self, data_input):
# LOGGER.debug('data input type = %s', data_input.dataType)
if 'boolean' in data_input.dataType:
return colander.Boolean()
elif 'integer' in data_input.dataType:
return colander.Integer()
elif 'float' in data_input.dataType:
return colander.Float()
elif 'double' in data_input.dataType:
return colander.Float()
elif 'angle' in data_input.dataType:
return colander.Float()
elif 'decimal' in data_input.dataType:
return colander.Decimal()
elif 'string' in data_input.dataType:
if data_input.maxOccurs > 1:
# we are going to use a SelectWidget with multiple=True
return colander.Set()
elif data_input.identifier.endswith("FileUpload"):
# we want to upload a file but just return a string containing
# the path
return deform.FileData()
else:
return colander.String()
elif 'dateTime' in data_input.dataType:
return colander.DateTime()
elif 'date' in data_input.dataType:
return colander.Date()
elif 'time' in data_input.dataType:
return colander.Time()
elif 'duration' in data_input.dataType:
# TODO: check correct type
# http://www.w3.org/TR/xmlschema-2/#duration
return colander.Time()
# guessing from default
elif hasattr(data_input, 'defaultValue'):
try:
dateutil.parser.parse(data_input.defaultValue)
except Exception:
return colander.String()
else:
return colander.DateTime()
else:
return colander.String()
class RideForm(colander.MappingSchema):
id = colander.SchemaNode(colander.Integer(),
widget=deform.widget.HiddenWidget(),
missing=None)
equipment = colander.SchemaNode(colander.Integer(),
default=get_default_equipment,
widget=get_equipment_widget,
missing=None)
start_time = colander.SchemaNode(colander.DateTime(),
widget=get_datetime_widget(),
missing=None)
end_time = colander.SchemaNode(colander.DateTime(),
widget=get_datetime_widget(),
missing=None)
startloc = colander.SchemaNode(colander.String(),
widget=get_location_widget,
missing=None)
endloc = colander.SchemaNode(colander.String(),
widget=get_location_widget,
missing=None)
route = colander.SchemaNode(colander.String(), missing=None)
rolling_time = colander.SchemaNode(colander.Time(),
widget=get_timedelta_widget(),
missing=None)
total_time = colander.SchemaNode(colander.Time(),
widget=get_timedelta_widget(),
missing=None)
distance = colander.SchemaNode(colander.Float(), missing=None)
odometer = colander.SchemaNode(colander.Float(), missing=None)
avspeed = colander.SchemaNode(colander.Float(), missing=None)
maxspeed = colander.SchemaNode(colander.Float(), missing=None)
trailer = colander.SchemaNode(colander.Boolean(), missing=None)
surface = colander.SchemaNode(colander.Integer(),
default=get_default_surface,
widget=get_surface_widget,
missing=None)
ridergroup = colander.SchemaNode(colander.Integer(),
default=get_default_ridergroup,
widget=get_ridergroup_widget,
missing=None)
remarks = colander.SchemaNode(colander.String(),
widget=deform.widget.TextAreaWidget(),
missing=None)
class SinglePoint(StrictMappingSchema):
"""A point object.
**Required fields**
:ivar point: (:class:`moe.views.schemas.base_schemas.ListOfFloats`) The point sampled (in the domain of the function)
:ivar value: (*float64*) The value returned by the function
:ivar value_var: (*float64 >= 0.0*) The noise/measurement variance (if any) associated with :attr:`value`
"""
point = ListOfFloats()
value = colander.SchemaNode(colander.Float())
value_var = colander.SchemaNode(
colander.Float(),
validator=colander.Range(min=0.0),
missing=0.0,
)
class ValidBboxSchema(colander.MappingSchema, ValidatorNode):
"""A schema which validates fields present in a bounding box."""
max_lat = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(
constants.MIN_LAT, constants.MAX_LAT))
min_lat = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(
constants.MIN_LAT, constants.MAX_LAT))
max_lon = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(
constants.MIN_LON, constants.MAX_LON))
min_lon = colander.SchemaNode(colander.Float(),
missing=None,
validator=colander.Range(
constants.MIN_LON, constants.MAX_LON))