class CheckinSchemaIn(AuthenticatedMessageSchema):
"""Checking Input schema"""
event_id = fields.Integer()
user_latitude = fields.Float()
user_longitude = fields.Float()
class NursingHomeVaccinationsSchema(pl.BaseSchema):
job_code = 'nursing_homes'
#survey_id_ = fields.Integer(load_from='SURVEY_ID_'.lower(), dump_to='survey_id_')
facility_n = fields.String(load_from='FACILITY_N'.lower(),
dump_to='facility_name')
facility_i = fields.String(load_from='FACILITY_I'.lower(),
dump_to='facility_id')
all_beds = fields.Integer(load_from='ALL_BEDS'.lower(),
dump_to='all_beds',
allow_none=True)
current_census = fields.Integer(load_from='CURRENT_CENSUS'.lower(),
dump_to='current_census',
allow_none=True)
resident_cases_to_display = fields.String(
load_from='Resident_Cases_to_Display'.lower(),
dump_to='resident_cases',
allow_none=True)
resident_deaths_to_display = fields.String(
load_from='Resident_Deaths_to_Display'.lower(),
dump_to='resident_deaths',
allow_none=True)
staff_cases_to_display = fields.String(
load_from='Staff_Cases_to_Display'.lower(),
dump_to='staff_cases',
allow_none=True)
federal_pharmacy_partner = fields.String(
load_from='Federal Pharmacy Partner'.lower(),
dump_to='federal_pharmacy_partner',
allow_none=True)
facility_name_fpp = fields.String(load_from='Facility Name FPP'.lower(),
dump_to='fpp_facility_name',
allow_none=True)
first_clinic_date = fields.Date(load_from='First Clinic Date '.lower(),
dump_to='first_clinic_date',
allow_none=True)
second_clinic_date = fields.Date(load_from='Second Clinic Date'.lower(),
dump_to='second_clinic_date',
allow_none=True)
third_clinic_date = fields.Date(load_from='Third Clinic Date'.lower(),
dump_to='third_clinic_date',
allow_none=True)
fourth_clinic_date = fields.Date(load_from='Fourth Clinic Date'.lower(),
dump_to='fourth_clinic_date',
allow_none=True)
fifth_clinic_date = fields.Date(load_from='Fifth Clinic Date'.lower(),
dump_to='fifth_clinic_date',
allow_none=True)
sixth_clinic_date = fields.Date(load_from='Sixth Clinic Date'.lower(),
dump_to='sixth_clinic_date',
allow_none=True)
seventh_clinic_date = fields.Date(load_from='Seventh Clinic Date'.lower(),
dump_to='seventh_clinic_date',
allow_none=True)
eighth_clinic_date = fields.Date(load_from='Eighth Clinic Date'.lower(),
dump_to='eighth_clinic_date',
allow_none=True)
ninth_clinic_date = fields.Date(load_from='Ninth Clinic Date'.lower(),
dump_to='ninth_clinic_date',
allow_none=True)
tenth_clinic_date = fields.Date(load_from='Tenth Clinic Date'.lower(),
dump_to='tenth_clinic_date',
allow_none=True)
total_doses_administered = fields.Integer(
load_from='Total Doses Administered'.lower(),
dump_to='total_doses_administered',
allow_none=True)
first_doses_administered = fields.Integer(
load_from='First Doses Administered'.lower(),
dump_to='first_doses_administered',
allow_none=True)
second_doses_adminstered = fields.Integer(
load_from='Second Doses Adminstered'.lower(),
dump_to='second_doses_adminstered',
allow_none=True)
total_resident_doses_administered = fields.Integer(
load_from='Total Resident Doses Administered'.lower(),
dump_to='total_resident_doses_administered',
allow_none=True)
total_staff_doses_administered = fields.Integer(
load_from='Total Staff Doses Administered'.lower(),
dump_to='total_staff_doses_administered',
allow_none=True)
street = fields.String(load_from='STREET'.lower(), dump_to='street')
city_or_bo = fields.String(load_from='CITY_OR_BO'.lower(), dump_to='city')
zip_code = fields.String(load_from='ZIP_CODE'.lower(), dump_to='zip_code')
#zip_code_e = fields.String(load_from='ZIP_CODE_E'.lower(), dump_to='zip_code_e')
latitude = fields.Float(load_from='LATITUDE'.lower(), dump_to='latitude')
longitude = fields.Float(load_from='LONGITUDE'.lower(),
dump_to='longitude')
facility_u = fields.String(load_from='FACILITY_U'.lower(),
dump_to='facility_url')
#geocoding_ = fields.Integer(load_from='GEOCODING_'.lower(), dump_to='geocoding_')
area_code = fields.String(load_from='AREA_CODE'.lower(),
dump_to='area_code')
telephone_ = fields.String(load_from='TELEPHONE_'.lower(),
dump_to='telephone')
contact_na = fields.String(load_from='CONTACT_NA'.lower(),
dump_to='contact_name')
contact_nu = fields.String(load_from='CONTACT_NU'.lower(),
dump_to='contact_phone')
contact_fa = fields.String(load_from='CONTACT_FA'.lower(),
dump_to='contact_fax')
#contact_em = fields.String(load_from='CONTACT_EM'.lower(), dump_to='contact_em')
#lat = fields.Float(load_from='LAT'.lower(), dump_to='lat')
#lng = fields.Float(load_from='LNG'.lower(), dump_to='long')
doh_data_last_updated = fields.Date(
load_from='DOH_Data_Last_Updated'.lower(),
dump_to='doh_data_last_updated',
allow_none=True)
####
#fpp_data_last_updated = fields.String(load_from='FPP_Data_Last_Updated'.lower(), dump_to='fpp_data_last_updated')
class Meta:
ordered = True
class NormalDistributionConfiguration(Schema):
mean = fields.Float(default=0.0, missing=0.0)
std = fields.Float(default=0.0, missing=0.001)
class CartSchema(Schema):
id = fields.String(required=True)
total_price = fields.Float(required=True, default=0)
products = fields.List(fields.Nested(ProductSchema),
required=True,
default=[])
class ProductSchema(ma.Schema):
product_id = fields.Integer(required=True)
product_price = fields.Float(required=True)
product_name = fields.String(required=True)
size = fields.Integer(required=True)
class BaseGoodSchema(Schema):
id = fields.Int(dump_only=True)
name = fields.Str()
initprice = fields.Float()
price = fields.Float()
time = fields.DateTime()
class ChartDataBoxplotOptionsSchema(
ChartDataPostProcessingOperationOptionsSchema):
"""
Boxplot operation config.
"""
groupby = fields.List(
fields.String(description="Columns by which to group the query.", ),
allow_none=True,
)
metrics = fields.List(
fields.Raw(),
description="Aggregate expressions. Metrics can be passed as both "
"references to datasource metrics (strings), or ad-hoc metrics"
"which are defined only within the query object. See "
"`ChartDataAdhocMetricSchema` for the structure of ad-hoc metrics.",
)
whisker_type = fields.String(
description="Whisker type. Any numpy function will work.",
validate=validate.OneOf(
choices=([val.value for val in PostProcessingBoxplotWhiskerType])),
required=True,
example="tukey",
)
percentiles = fields.Tuple(
(
fields.Float(
description="Lower percentile",
validate=[
Range(
min=0,
max=100,
min_inclusive=False,
max_inclusive=False,
error=_(
"lower percentile must be greater than 0 and less "
"than 100. Must be lower than upper percentile."),
),
],
),
fields.Float(
description="Upper percentile",
validate=[
Range(
min=0,
max=100,
min_inclusive=False,
max_inclusive=False,
error=_(
"upper percentile must be greater than 0 and less "
"than 100. Must be higher than lower percentile."),
),
],
),
),
description="Upper and lower percentiles for percentile whisker type.",
example=[1, 99],
)
class LocationSchema(Schema):
country = fields.Str()
city = fields.Str()
latitude = fields.Float()
longitude = fields.Float()
class GeoAssessments(pl.BaseSchema):
parid = fields.String(dump_to="PARID", allow_none=True)
propertyhousenum = fields.String(dump_to="PROPERTYHOUSENUM",
allow_none=True)
propertyfraction = fields.String(dump_to="PROPERTYFRACTION",
allow_none=True)
propertyaddress = fields.String(dump_to="PROPERTYADDRESS", allow_none=True)
propertycity = fields.String(dump_to="PROPERTYCITY", allow_none=True)
propertystate = fields.String(dump_to="PROPERTYSTATE", allow_none=True)
propertyunit = fields.String(dump_to="PROPERTYUNIT", allow_none=True)
propertyzip = fields.String(dump_to="PROPERTYZIP", allow_none=True)
municode = fields.String(dump_to="MUNICODE", allow_none=True)
munidesc = fields.String(dump_to="MUNIDESC", allow_none=True)
schoolcode = fields.String(dump_to="SCHOOLCODE", allow_none=True)
schooldesc = fields.String(dump_to="SCHOOLDESC", allow_none=True)
legal1 = fields.String(dump_to="LEGAL1", allow_none=True)
legal2 = fields.String(dump_to="LEGAL2", allow_none=True)
legal3 = fields.String(dump_to="LEGAL3", allow_none=True)
neighcode = fields.String(dump_to="NEIGHCODE", allow_none=True)
neighdesc = fields.String(dump_to="NEIGHDESC", allow_none=True)
taxcode = fields.String(dump_to="TAXCODE", allow_none=True)
taxdesc = fields.String(dump_to="TAXDESC", allow_none=True)
taxsubcode = fields.String(dump_to="TAXSUBCODE", allow_none=True)
taxsubcode_desc = fields.String(dump_to="TAXSUBCODE_DESC", allow_none=True)
ownercode = fields.String(dump_to="OWNERCODE", allow_none=True)
ownerdesc = fields.String(dump_to="OWNERDESC", allow_none=True)
_class = fields.String(dump_to="CLASS", load_from='class', allow_none=True)
classdesc = fields.String(dump_to="CLASSDESC", allow_none=True)
usecode = fields.String(dump_to="USECODE", allow_none=True)
usedesc = fields.String(dump_to="USEDESC", allow_none=True)
lotarea = fields.Float(dump_to="LOTAREA", allow_none=True)
homesteadflag = fields.String(dump_to="HOMESTEADFLAG", allow_none=True)
cleangreen = fields.String(dump_to="CLEANGREEN", allow_none=True)
farmsteadflag = fields.String(dump_to="FARMSTEADFLAG", allow_none=True)
abatementflag = fields.String(dump_to="ABATEMENTFLAG", allow_none=True)
recorddate = fields.String(dump_to="RECORDDATE", allow_none=True)
saledate = fields.String(dump_to="SALEDATE", allow_none=True)
saleprice = fields.Float(dump_to="SALEPRICE", allow_none=True)
salecode = fields.String(dump_to="SALECODE", allow_none=True)
saledesc = fields.String(dump_to="SALEDESC", allow_none=True)
deedbook = fields.String(dump_to="DEEDBOOK", allow_none=True)
deedpage = fields.String(dump_to="DEEDPAGE", allow_none=True)
prevsaledate = fields.String(dump_to="PREVSALEDATE", allow_none=True)
prevsaleprice = fields.Float(dump_to="PREVSALEPRICE", allow_none=True)
prevsaledate2 = fields.String(dump_to="PREVSALEDATE2", allow_none=True)
prevsaleprice2 = fields.Float(dump_to="PREVSALEPRICE2", allow_none=True)
changenoticeaddress1 = fields.String(dump_to="CHANGENOTICEADDRESS1",
allow_none=True)
changenoticeaddress2 = fields.String(dump_to="CHANGENOTICEADDRESS2",
allow_none=True)
changenoticeaddress3 = fields.String(dump_to="CHANGENOTICEADDRESS3",
allow_none=True)
changenoticeaddress4 = fields.String(dump_to="CHANGENOTICEADDRESS4",
allow_none=True)
countybuilding = fields.Float(dump_to="COUNTYBUILDING", allow_none=True)
countyland = fields.Float(dump_to="COUNTYLAND", allow_none=True)
countytotal = fields.Float(dump_to="COUNTYTOTAL", allow_none=True)
countyexemptbldg = fields.Float(dump_to="COUNTYEXEMPTBLDG",
allow_none=True)
localbuilding = fields.Float(dump_to="LOCALBUILDING", allow_none=True)
localland = fields.Float(dump_to="LOCALLAND", allow_none=True)
localtotal = fields.Float(dump_to="LOCALTOTAL", allow_none=True)
fairmarketbuilding = fields.Float(dump_to="FAIRMARKETBUILDING",
allow_none=True)
fairmarketland = fields.Float(dump_to="FAIRMARKETLAND", allow_none=True)
fairmarkettotal = fields.Float(dump_to="FAIRMARKETTOTAL", allow_none=True)
style = fields.String(dump_to="STYLE", allow_none=True)
styledesc = fields.String(dump_to="STYLEDESC", allow_none=True)
stories = fields.String(dump_to="STORIES", allow_none=True)
yearblt = fields.Float(dump_to="YEARBLT", allow_none=True)
exteriorfinish = fields.String(dump_to="EXTERIORFINISH", allow_none=True)
extfinish_desc = fields.String(dump_to="EXTFINISH_DESC", allow_none=True)
roof = fields.String(dump_to="ROOF", allow_none=True)
roofdesc = fields.String(dump_to="ROOFDESC", allow_none=True)
basement = fields.String(dump_to="BASEMENT", allow_none=True)
basementdesc = fields.String(dump_to="BASEMENTDESC", allow_none=True)
grade = fields.String(dump_to="GRADE", allow_none=True)
gradedesc = fields.String(dump_to="GRADEDESC", allow_none=True)
condition = fields.String(dump_to="CONDITION", allow_none=True)
conditiondesc = fields.String(dump_to="CONDITIONDESC", allow_none=True)
cdu = fields.String(dump_to="CDU", allow_none=True)
cdudesc = fields.String(dump_to="CDUDESC", allow_none=True)
totalrooms = fields.Float(dump_to="TOTALROOMS", allow_none=True)
bedrooms = fields.Float(dump_to="BEDROOMS", allow_none=True)
fullbaths = fields.Float(dump_to="FULLBATHS", allow_none=True)
halfbaths = fields.Float(dump_to="HALFBATHS", allow_none=True)
heatingcooling = fields.String(dump_to="HEATINGCOOLING", allow_none=True)
heatingcoolingdesc = fields.String(dump_to="HEATINGCOOLINGDESC",
allow_none=True)
fireplaces = fields.Float(dump_to="FIREPLACES", allow_none=True)
bsmtgarage = fields.String(dump_to="BSMTGARAGE", allow_none=True)
finishedlivingarea = fields.Float(dump_to="FINISHEDLIVINGAREA",
allow_none=True)
cardnumber = fields.Float(dump_to="CARDNUMBER", allow_none=True)
alt_id = fields.String(dump_to="ALT_ID", allow_none=True)
taxyear = fields.Float(dump_to="TAXYEAR", allow_none=True)
asofdate = fields.Date(dump_to="ASOFDATE", allow_none=True)
# municipality = fields.String(dump_to="MUNICIPALITY", allow_none=True)
# neighborhood = fields.String(dump_to="NEIGHBORHOOD", allow_none=True)
# pgh_council_district = fields.String(dump_to="PGH_COUNCIL_DISTRICT",
# allow_none=True)
# pgh_ward = fields.String(dump_to="PGH_WARD", allow_none=True)
# pgh_public_works_division = fields.String(
# dump_to="PGH_PUBLIC_WORKS_DIVISION", allow_none=True)
# pgh_police_zone = fields.String(dump_to="PGH_POLICE_ZONE", allow_none=True)
# pgh_fire_zone = fields.String(dump_to="PGH_FIRE_ZONE", allow_none=True)
# tract = fields.String(dump_to="TRACT", allow_none=True)
# block_group = fields.String(dump_to="BLOCK_GROUP", allow_none=True)
latitude = fields.Float(allow_none=True)
longitude = fields.Float(allow_none=True)
class Meta:
ordered = True
@pre_load
def fix_dates(self, data):
if data['asofdate']:
data['asofdate'] = datetime.strptime(
data['asofdate'], "%d-%b-%y").date().isoformat()
@pre_load
def clear_whitespace(self, data):
items = [
'changenoticeaddress1', 'changenoticeaddress2',
'changenoticeaddress3', 'changenoticeaddress4', 'legal1', 'legal2',
'legal3'
]
for item in items:
if data[item] is not None:
data[item] = re.sub(r'\s+', ' ', data[item])
class Invoice_Shchema(Schema):
product = fields.Nested(BrandsSchema())
customer = fields.Nested(UserShchema())
date = fields.Date()
value = fields.Float()
class Invoice_RFM_Shchema(Schema):
id = fields.Integer()
product_id = fields.Integer()
customer_id = fields.Integer()
date = fields.Date()
value = fields.Float()
class ItemSchema(Schema):
_id = fields.Str(required=True)
name = fields.Str()
price = fields.Float()
class ResearchSourceSchema(Schema):
source_id = fields.UUID(allow_none=True)
case_population = fields.Float(allow_none=True, allow_nan=True)
deaths_population = fields.Float(allow_none=True, allow_nan=True)
age_max = fields.Float(allow_none=True, allow_nan=True)
age_min = fields.Float(allow_none=True, allow_nan=True)
age_variation = fields.Str(allow_none=True)
age_variation_measure = fields.Str(allow_none=True)
average_age = fields.Str(allow_none=True)
case_count_neg14 = fields.Float(allow_none=True, allow_nan=True)
case_count_neg9 = fields.Float(allow_none=True, allow_nan=True)
case_count_0 = fields.Float(allow_none=True, allow_nan=True)
death_count_plus11 = fields.Float(allow_none=True, allow_nan=True)
death_count_plus4 = fields.Float(allow_none=True, allow_nan=True)
include_in_srma = fields.Boolean(allow_none=True)
sensspec_from_manufacturer = fields.Boolean(allow_none=True)
ind_eval_lab = fields.Str(allow_none=True)
ind_eval_link = fields.Str(allow_none=True)
ind_se = fields.Float(allow_none=True, allow_nan=True)
ind_se_n = fields.Float(allow_none=True, allow_nan=True)
ind_sp = fields.Float(allow_none=True, allow_nan=True)
ind_sp_n = fields.Float(allow_none=True, allow_nan=True)
jbi_1 = fields.Str(allow_none=True)
jbi_2 = fields.Str(allow_none=True)
jbi_3 = fields.Str(allow_none=True)
jbi_4 = fields.Str(allow_none=True)
jbi_5 = fields.Str(allow_none=True)
jbi_6 = fields.Str(allow_none=True)
jbi_7 = fields.Str(allow_none=True)
jbi_8 = fields.Str(allow_none=True)
jbi_9 = fields.Str(allow_none=True)
measure_of_age = fields.Str(allow_none=True)
sample_frame_info = fields.Str(allow_none=True)
number_of_females = fields.Float(allow_none=True, allow_nan=True)
number_of_males = fields.Float(allow_none=True, allow_nan=True)
numerator_value = fields.Float(allow_none=True, allow_nan=True)
estimate_name = fields.Str(allow_none=True)
test_not_linked_reason = fields.Str(allow_none=True)
se_n = fields.Float(allow_none=True, allow_nan=True)
seroprev_95_ci_lower = fields.Float(allow_none=True, allow_nan=True)
seroprev_95_ci_upper = fields.Float(allow_none=True, allow_nan=True)
sp_n = fields.Float(allow_none=True, allow_nan=True)
subgroup_var = fields.Str(allow_none=True)
subgroup_cat = fields.Str(allow_none=True)
superceded = fields.Boolean(allow_none=True)
test_linked_uid = fields.Str(allow_none=True)
test_name = fields.Str(allow_none=True)
test_validation = fields.Str(allow_none=True)
zotero_citation_key = fields.Str(allow_none=True)
superseder_name = fields.Str(allow_none=True)
study_exclusion_criteria = fields.Str(allow_none=True)
class EventQueryByLocationSchema(AuthenticatedMessageSchema):
"""Event marshmallow schema"""
latitude_northeast = fields.Float()
longitude_northeast = fields.Float()
latitude_southwest = fields.Float()
longitude_southwest = fields.Float()
class UserSchema(Schema):
id = fields.Int(dump_only=True)
name = fields.Str()
balance = fields.Float()
class StudentSchema(Schema):
name = fields.Str()
major = fields.Str()
gpa = fields.Float()
is_on_probation = fields.Boolean()
class ProducableSchema(Schema):
id = fields.Int(dump_only=True)
name = fields.Str()
price = fields.Float()
time = fields.Int()
class MeterMessage(BaseMessage):
"""Power consumption measurement event"""
#: Power consumed, in watts
value = fields.Float(required=True)
class ChartDataProphetOptionsSchema(
ChartDataPostProcessingOperationOptionsSchema):
"""
Prophet operation config.
"""
time_grain = fields.String(
description=
"Time grain used to specify time period increments in prediction. "
"Supports [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601#Durations) "
"durations.",
validate=validate.OneOf(choices=[
i for i in {
**builtin_time_grains,
**config["TIME_GRAIN_ADDONS"]
}.keys() if i
]),
example="P1D",
required=True,
)
periods = fields.Integer(
descrption=
"Time periods (in units of `time_grain`) to predict into the future",
min=1,
example=7,
required=True,
)
confidence_interval = fields.Float(
description="Width of predicted confidence interval",
validate=[
Range(
min=0,
max=1,
min_inclusive=False,
max_inclusive=False,
error=_(
"`confidence_interval` must be between 0 and 1 (exclusive)"
),
)
],
example=0.8,
required=True,
)
yearly_seasonality = fields.Raw(
# TODO: add correct union type once supported by Marshmallow
description="Should yearly seasonality be applied. "
"An integer value will specify Fourier order of seasonality, `None` will "
"automatically detect seasonality.",
example=False,
)
weekly_seasonality = fields.Raw(
# TODO: add correct union type once supported by Marshmallow
description="Should weekly seasonality be applied. "
"An integer value will specify Fourier order of seasonality, `None` will "
"automatically detect seasonality.",
example=False,
)
monthly_seasonality = fields.Raw(
# TODO: add correct union type once supported by Marshmallow
description="Should monthly seasonality be applied. "
"An integer value will specify Fourier order of seasonality, `None` will "
"automatically detect seasonality.",
example=False,
)
class AddressSchema(FlaskSchema):
lon = fields.Float()
lat = fields.Float()
addr = fields.Str()
class AnnotationLayerSchema(Schema):
annotationType = fields.String(
description="Type of annotation layer",
validate=validate.OneOf(choices=[ann.value for ann in AnnotationType]),
)
color = fields.String(
description="Layer color",
allow_none=True,
)
descriptionColumns = fields.List(
fields.String(),
description="Columns to use as the description. If none are provided, "
"all will be shown.",
)
hideLine = fields.Boolean(
description="Should line be hidden. Only applies to line annotations",
allow_none=True,
)
intervalEndColumn = fields.String(
description=(
"Column containing end of interval. Only applies to interval layers"
),
allow_none=True,
)
name = fields.String(description="Name of layer", required=True)
opacity = fields.String(
description="Opacity of layer",
validate=validate.OneOf(choices=("", "opacityLow", "opacityMedium",
"opacityHigh"), ),
allow_none=True,
required=False,
)
overrides = fields.Dict(
keys=fields.String(
desciption="Name of property to be overridden",
validate=validate.OneOf(choices=("granularity", "time_grain_sqla",
"time_range", "time_shift"), ),
),
values=fields.Raw(allow_none=True),
description="which properties should be overridable",
allow_none=True,
)
show = fields.Boolean(description="Should the layer be shown",
required=True)
showMarkers = fields.Boolean(
description=
"Should markers be shown. Only applies to line annotations.",
required=True,
)
sourceType = fields.String(
description="Type of source for annotation data",
validate=validate.OneOf(choices=(
"",
"line",
"NATIVE",
"table",
)),
)
style = fields.String(
description="Line style. Only applies to time-series annotations",
validate=validate.OneOf(choices=(
"dashed",
"dotted",
"solid",
"longDashed",
)),
)
timeColumn = fields.String(
description="Column with event date or interval start date",
allow_none=True,
)
titleColumn = fields.String(
description="Column with title",
allow_none=True,
)
width = fields.Float(
description="Width of annotation line",
validate=[
Range(
min=0,
min_inclusive=True,
error=_("`width` must be greater or equal to 0"),
)
],
)
value = fields.Raw(
description="For formula annotations, this contains the formula. "
"For other types, this is the primary key of the source object.",
required=True,
)
class ParameterSchema(BaseSchema):
initial = fields.Float(required=True)
bounds = fields.List(fields.Float(),
validate=validate.Length(equal=2),
missing=(-sys.float_info.max, sys.float_info.max))
class ProductSchema(Schema):
id = fields.String(dump_only=True, attribute='product_id')
product_id = fields.String(required=True, load_only=True)
amount = fields.Integer(required=True)
price = fields.Float(dump_only=True)
class TaxSchema(Schema):
value = fields.Float(required=True)
type = fields.Str(required=True,
allow_none=False,
validate=validate.OneOf(["C_GST", "S_GST", "VAT"]))
class Sensor(Schema):
x = fields.Float(as_string=False)
y = fields.Float(as_string=False)
z = fields.Float(as_string=False)
t = fields.Int(as_string=False)
ref = fields.Str()
class GeometrySchema(BaseSchema):
type = fields.Str()
coordinates = fields.List(fields.Float())
class BeamLineSetupSchema(Schema):
"""Marshmallows schema class representing BeamLineSetup table"""
beamLineSetupId = ma_fields.Integer()
detectorId = ma_fields.Integer()
synchrotronMode = ma_fields.String()
undulatorType1 = ma_fields.String()
undulatorType2 = ma_fields.String()
undulatorType3 = ma_fields.String()
focalSpotSizeAtSample = ma_fields.Float()
focusingOptic = ma_fields.String()
beamDivergenceHorizontal = ma_fields.Float()
beamDivergenceVertical = ma_fields.Float()
polarisation = ma_fields.Float()
monochromatorType = ma_fields.String()
setupDate = ma_fields.DateTime()
synchrotronName = ma_fields.String()
maxExpTimePerDataCollection = ma_fields.String()
maxExposureTimePerImage = ma_fields.Float()
minExposureTimePerImage = ma_fields.String()
goniostatMaxOscillationSpeed = ma_fields.String()
goniostatMaxOscillationWidth = ma_fields.String()
goniostatMinOscillationWidth = ma_fields.String()
maxTransmission = ma_fields.String()
minTransmission = ma_fields.String()
recordTimeStamp = ma_fields.DateTime()
CS = ma_fields.Float()
beamlineName = ma_fields.String()
beamSizeXMin = ma_fields.Float()
beamSizeXMax = ma_fields.Float()
beamSizeYMin = ma_fields.Float()
beamSizeYMax = ma_fields.Float()
energyMin = ma_fields.Float()
energyMax = ma_fields.Float()
omegaMin = ma_fields.Float()
omegaMax = ma_fields.Float()
kappaMin = ma_fields.Float()
kappaMax = ma_fields.Float()
phiMin = ma_fields.Float()
phiMax = ma_fields.Float()
active = ma_fields.Integer()
numberOfImagesMax = ma_fields.Integer()
numberOfImagesMin = ma_fields.Integer()
boxSizeXMin = ma_fields.String()
boxSizeXMax = ma_fields.String()
boxSizeYMin = ma_fields.String()
boxSizeYMax = ma_fields.String()
monoBandwidthMin = ma_fields.String()
monoBandwidthMax = ma_fields.String()
class BaseLossSchema(Schema):
input_layer = Tensor(allow_none=True)
output_layer = Tensor(allow_none=True)
weights = fields.Float(default=1.0, missing=1.0)
name = fields.Str(allow_none=True)
collect = fields.Bool(default=True, missing=True)
class BugPrediction(Schema):
prob = fields.List(fields.Float())
index = fields.Integer()
suggestion = fields.Str()
extra_data = fields.Dict()
class IntentSchema(Schema):
name = fields.Str()
confidence = fields.Float()