class UserScheme(BaseModelScheme):
user_id = Str()
email = Email(required=True,
allow_none=False,
validate=[
validate.Email(error='Incorrect email address'),
lambda value: _valid_unique('User', 'email', value)
])
password = Str(validate=[validate.Length(max=72)])
is_admin = Bool()
last_login = DateTime()
is_active = Bool()
created_on = DateTime()
phone = Str(required=True,
allow_none=False,
validate=[
validate.Regexp(PHONE_REGEXP),
lambda value: _valid_unique('User', 'phone', value)
])
logo_file_uuid = FileSchemeField(model.FileModel,
'User',
'logo',
required=False)
logo = Nested('FileModelScheme', many=False)
class Meta:
model = model.User
fields = ('email', 'passwd', 'is_admin', 'is_active', 'logo_file_uuid')
class ExtractROISchema(Schema):
"""This ROI format is the expected input of AllenSDK's extract_traces
'rois' field
"""
id = Int(required=True,
description=("Unique ID of the ROI, gets overwritten writting "
"to LIMS"))
x = Int(required=True,
description="X location of top left corner of ROI in pixels")
y = Int(required=True,
description="Y location of top left corner of ROI in pixels")
width = Int(required=True, description="Width of the ROI in pixels")
height = Int(required=True, description="Height of the ROI in pixels")
mask = List(List(Bool),
required=False,
description=("Bool nested list describing which pixels "
"in the ROI area are part of the cell"
"'mask' and 'mask_matrix' are aliases and "
"one must be specified."))
mask_matrix = List(List(Bool),
required=False,
description=("Bool nested list describing which pixels "
"in the ROI area are part of the cell"
"'mask' and 'mask_matrix' are aliases and "
"one must be specified."))
valid = Bool(required=False,
description=("Boolean indicating if the ROI is a valid "
"cell or not. 'valid' and 'valid_roi' are "
"aliases and one must be specified."))
valid_roi = Bool(required=False,
description=("Boolean indicating if the ROI is a valid "
"cell or not. 'valid' and 'valid_roi' are "
"aliases and one must be specified."))
@post_load
def check_aliases(self, data, **kwargs):
# decrosstalk strategy using 'mask_matrix' and 'valid_roi'
# trace_extraction strategy using 'mask' and 'valid'
def check(k1, k2):
if (k1 not in data) & (k2 not in data):
raise ValidationError(f"one of {k1} or {k2} needed")
if (k1 in data) & (k2 in data):
if data[k1] != data[k2]:
raise ValidationError(f"{k1} and {k2} provided, "
"but they differ")
check("valid_roi", "valid")
check("mask_matrix", "mask")
return data
class LicenseSwitchSchemeModify(LicenseSwitchScheme):
ip = Str(validate=[validate.Length(max=16), validate.Regexp(IP_REGEXP)])
enabled = Bool(attribute='is_enabled')
class Meta:
model = model.LicenseSwitch
fields = ('package_switch_uuid', 'ip', 'enabled', 'end_time')
class Product(Schema):
class Meta:
ordered = True
_id = UUID(required=False, allow_none=False, missing=uuid.uuid4)
name = String(required=True,
description='Nome do produto.',
validate=Length(min=1, max=1000))
description = String(required=True,
description='Descrição do produto.',
validate=Length(min=1, max=1000))
price = Float(required=True, description='Valor do produto.')
enabled = Bool(required=False,
description='Se o produto está ativado ou desativado.',
missing=True)
created_at = DateTime(required=False,
allow_none=True,
description='Criado em.',
missing=datetime.now,
format=DATETIME_FORMAT)
updated_at = DateTime(required=False,
allow_none=True,
description='Atualizado em.',
format=DATETIME_FORMAT)
deleted_at = DateTime(required=False,
allow_none=True,
description='Deletado em.',
format=DATETIME_FORMAT)
class PreQuestionSchema(Schema):
nodeId = Str()
slug = Str()
langauge = Str()
text = Str()
randomize = Bool()
addedOn = DateTime()
def app_config(app_config):
"""Override conftest.py's app_config
"""
# Added custom configuration
app_config['RDM_RECORDS_METADATA_NAMESPACES'] = {
'dwc': {
'@context': 'https://example.com/dwc/terms'
},
'nubiomed': {
'@context': 'https://example.com/nubiomed/terms'
}
}
app_config['RDM_RECORDS_METADATA_EXTENSIONS'] = {
'dwc': {
'family': {
'elasticsearch': 'keyword',
'marshmallow': SanitizedUnicode(required=True)
},
'behavior': {
'elasticsearch': 'text',
'marshmallow': SanitizedUnicode()
}
},
'nubiomed': {
'right_or_wrong': {
'elasticsearch': 'boolean',
'marshmallow': Bool()
}
}
}
return app_config
class LicenseSwitchScheme(BaseModelScheme):
user_email = Str(validate=[validate.Length(max=128)])
type = Int()
ip = Str(required=True,
allow_none=False,
validate=[validate.Length(max=16),
validate.Regexp(IP_REGEXP)])
switch_port = Int()
minute_count = Int()
amount = Int()
license_switch_uuid = Str(validate=[validate.Length(max=36)])
package_switch_uuid = Str(validate=[
validate.Length(max=36),
lambda value: _valid('PackageSwitch', 'package_switch_uuid', value)
])
user_uuid = Str(validate=[
validate.Length(
max=36), lambda value: _valid('User', 'user_uuid', value)
])
start_time = DateTime()
end_time = DateTime()
duration = Choice()
ordered_amount = Int()
cost = Float()
package = Nested('PackageSwitchScheme', many=False)
enabled = Bool()
switch_uuid = Str(validate=[
validate.Length(
max=64), lambda value: _valid('DnlLicenseInfo', 'uuid', value)
])
class Meta:
model = model.LicenseSwitch
fields = ('package_switch_uuid', 'ip', 'start_time', 'duration',
'switch_uuid')
class EmbargoSchema(Schema):
"""Schema for an embargo on the record."""
active = Bool(allow_none=True, missing=None)
until = ISODateString(allow_none=True, missing=None)
reason = SanitizedUnicode(allow_none=True, missing=None)
@validates_schema
def validate_embargo(self, data, **kwargs):
"""Validate that the properties are consistent with each other."""
if data.get("until") is not None:
until_date = arrow.get(data.get("until"))
else:
until_date = None
if data.get("active", False):
if until_date is None or until_date < arrow.utcnow():
raise ValidationError(
_("Embargo end date must be set to a future date "
"if active is True."),
field_name="until",
)
elif data.get("active", None) is not None:
if until_date is not None and until_date > arrow.utcnow():
raise ValidationError(
_("Embargo end date must be unset or in the past "
"if active is False."),
field_name="until",
)
class UserScheme(BaseModelScheme):
passwd = Str()
is_admin = Bool()
is_active = Bool()
email = Email(allow_none=True,
validate=[
validate.Email(error='Incorrect email address'),
lambda value: _valid_unique('User', 'email', value)
])
logo_file_uuid = FileSchemeField(model.FileModel,
'User',
'logo',
required=False)
class Meta:
model = model.User
fields = ('passwd', 'is_admin', 'email', 'is_active')
class RegisterConfig(ConfMetaSchema):
multicluster_name = Str()
stateful = Bool()
register = Nested(Register, many=True)
dependencies = Nested("RegisterConfig",
many=True,
exclude=("dependencies", ))
class Register(ConfMetaSchema):
module = Str()
cluster_name = Str()
args = List(Str())
kwargs = Dict()
provisioner = Str()
exec_filter = Nested(ExecFilter())
stateful = Bool()
dependencies = Nested("Register", many=True, exclude=("dependencies", ))
class DatasetSchema(Schema):
author = Str()
author_email = Str()
creator_user_id = UUID()
extras = Nested(ExtraSchema, many=True)
groups = Nested(CategorySchema, many=True)
license_id = Str()
license_title = Str()
license_url = URL()
maintainer = Str()
maintainer_email = Str()
created = DateTime(data_key='metadata_created')
modified = DateTime(data_key='metadata_modified', allow_none=True)
slug = Str(data_key='name')
notes = Str()
num_resources = Int()
num_tags = Int()
ext_ident = Str(data_key='id', validate=validate.Length(max=36))
isopen = Bool()
organization = Nested(OrganizationSchema, many=False)
owner_org = UUID()
private = Bool()
relationships_as_object = Nested(RelationshipObjectSchema, many=True)
relationships_as_subject = Nested(RelationshipSubjectSchema, many=True)
resources = Nested(ResourceSchema, many=True)
revision_id = UUID()
status = Str(data_key='state')
tags = Nested(TagSchema, many=True)
title = Str()
type = Str()
url = Str()
version = Str()
class Meta:
exclude = [
'author', 'author_email', 'creator_user_id', 'extras', 'groups',
'license_title', 'license_url', 'maintainer', 'maintainer_email',
'num_resources', 'num_tags', 'isopen', 'owner_org', 'private',
'relationships_as_object', 'relationships_as_subject',
'revision_id', 'type', 'status', 'url', 'version'
]
ordered = True
unknown = EXCLUDE
class PackageSwitchMinuteScheme(BaseModelScheme):
package_switch_uuid = Str(validate=[validate.Length(max=36)])
package_name = Str(validate=[validate.Length(max=64)])
amount = Int()
enabled = Bool()
rate_per_minute = Float()
class Meta:
model = model.PackageSwitch
fields = ('package_switch_uuid', 'package_name', 'amount', 'enabled',
'rate_per_minute')
class Algorithm_Catalog_Parameter_Schema(Schema):
"""Algorithm parameter."""
id = Str(required=True, example='frequency', description='Parameter id.')
type = Str(required=True, enum=PARAMETER_TYPES, example=PARAMETER_TYPES[0],
description='Parameter type.', validate=validate.OneOf(PARAMETER_TYPES))
list = Bool(default=False, example=True, description='Indicate if the parameter can have multiple values.')
values = List_or_One(Str, example='mysql', description='Possible values if the parameter type is choice.')
encoding_scheme = Str(default='base64', example='base64', description='Encoding scheme used to store the binary data')
description = Str(example='Enable the algorithm.', description='Short description of the parameter.')
example = Raw(example='10s', description='Example of parameter value.')
class Base_Response_Schema(Schema):
"""Response for the item creation."""
status = Str(required=True, enum=RESPONSE_STATUS, example=RESPONSE_STATUS[0],
description='HTTP Status Code phrase.', validate=validate.OneOf(RESPONSE_STATUS))
error = Bool(default=False, example=False, description='Indicate the presence of an error')
message = Str(required=True, example='Request not valid: two ids provided.',
description='Human readable message that describes the status of the operation.')
exception = Nested(Exception_Response_Schema, description='Message of the occurred exception.')
code = Integer(required=True, enum=RESPONSE_CODES, example=RESPONSE_CODES[0],
description='HTTP Status Code.', validate=validate.OneOf(RESPONSE_CODES))
class Agent_Catalog_Action_Config_Schema(Schema):
"""Agent action configuration."""
cmd = Str(required=True,
example='service filebeat start',
description='Action command.')
args = List_or_One(Str,
example='-v',
description='Action command argument')
daemon = Bool(default=False,
example=True,
description='Execute the command as daemon.')
class JobsSerializer(Schema):
company = Str(required=True)
company_logo = Str(required=True)
company_url = Str(required=True)
created_at = Str(required=True)
description = Str(required=True)
fulltime = Bool(required=True)
how_to_apply = Str(required=True)
id = UUID(required=True)
location = Str(required=True)
title = Str(required=True)
fulltime = Function(lambda obj: obj["type"] == "Full Time", data_key="fulltime")
class UserInfoScheme(BaseModelScheme):
first_name = Str(allow_none=True, required=False)
last_name = Str(allow_none=True, required=False)
passwd = Str(required=True)
email = Email(validate=[
validate.Email(error='Incorrect email address'),
lambda value: _valid_unique('User', 'email', value)
])
logo_file_uuid = FileSchemeField(model.FileModel,
'User',
'logo',
required=False)
alert_payment_received = Bool()
alert_license_expired = Bool()
alert_license_will_expired = Bool()
alert_license_purchased = Bool()
class Meta:
model = model.User
fields = ('passwd', 'email', 'alert_payment_received',
'alert_license_expired', 'alert_license_will_expired',
'alert_license_purchased', 'logo_file_uuid', 'first_name',
'last_name')
class ConfigPaymentScheme(BaseModelScheme):
id = Int()
charge_type = Choice()
stripe_email = Str(validate=[validate.Length(max=64)])
stripe_skey = Str(validate=[validate.Length(max=64)])
stripe_pkey = Str(validate=[validate.Length(max=64)])
stripe_svc_charge = Float()
stripe_test_mode = Bool()
paypal_email = Str(validate=[validate.Length(max=64)])
paypal_skey = Str(validate=[validate.Length(max=128)])
paypal_client_id = Str(validate=[validate.Length(max=128)])
paypal_svc_charge = Float()
paypal_test_mode = Bool()
confirm_enabled = Bool()
email_confirm_to = Str(validate=[validate.Length(max=64)])
notification_enabled = Bool()
email_cc_to = Str(validate=[validate.Length(max=64)])
class Meta:
model = model.ConfigPayment
fields = (
'charge_type',
'stripe_skey',
'stripe_pkey',
'stripe_svc_charge',
'stripe_test_mode',
'paypal_email',
'paypal_skey',
'paypal_client_id',
'paypal_svc_charge',
'paypal_test_mode',
'confirm_enabled',
'email_confirm_to',
'notification_enabled',
'email_cc_to',
)
class ResourceSchema(ResourceMixin, Schema):
mimetype = Str(allow_none=True)
cache_last_updated = Str(allow_none=True)
cache_url = Str(allow_none=True)
created = DateTime()
description = Str()
hash = Str()
ext_ident = Str(data_key='id', validate=validate.Length(max=36))
modified = DateTime(data_key='last_modified', allow_none=True)
mimetype_inner = Str(allow_none=True)
title = Str(data_key='name')
format = Str()
link = URL(data_key='url')
datastore_active = Bool()
package_id = UUID()
position = Int()
resource_type = Str(allow_none=True)
revision_id = UUID()
size = Str(allow_none=True)
state = Str()
url_type = Str(allow_none=True)
class Meta:
fields = ('created', 'modified', 'ext_ident', 'title', 'description',
'link', 'format')
unknown = EXCLUDE
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
# TODO: Does it makes sense to validate format here? Disabled for now.
self.format_validation = False
@validates_schema
def validate_format(self, data, **kwargs):
value = data.get('format')
if self.format_validation and value and value not in SUPPORTED_RESOURCE_FORMATS:
error = _('Unsupported format: %(format)s.') % {'format': value}
raise ValidationError(error, field_name='format')
@pre_load
def prepare_data(self, data, **kwargs):
if 'format' in data:
value = data['format'].lower()
if value not in SUPPORTED_RESOURCE_FORMATS:
value = ''
data['format'] = value
return data
class DenseROISchema(Schema):
"""This ROI format is the expected output of Segmentation/Binarization
and the expected input of Feature_extraction/Classification.
"""
id = Int(required=True,
description=("Unique ID of the ROI, gets overwritten writting "
"to LIMS"))
x = Int(required=True,
description="X location of top left corner of ROI in pixels")
y = Int(required=True,
description="Y location of top left corner of ROI in pixels")
width = Int(required=True, description="Width of the ROI in pixels")
height = Int(required=True, description="Height of the ROI in pixels")
valid_roi = Bool(required=True,
description=("Boolean indicating if the ROI is a valid "
"cell or not"))
mask_matrix = List(List(Bool),
required=True,
description=("Bool nested list describing which pixels "
"in the ROI area are part of the cell"))
max_correction_up = Float(required=True,
description=("Max correction in pixels in the "
"up direction"))
max_correction_down = Float(required=True,
description=("Max correction in pixels in the "
"down direction"))
max_correction_left = Float(required=True,
description=("Max correction in pixels in the "
"left direction"))
max_correction_right = Float(required=True,
description="Max correction in the pixels in "
"the right direction")
mask_image_plane = Int(required=True,
description=("The old segmentation pipeline stored "
"overlapping ROIs on separate image "
"planes. For compatibility purposes, "
"this field must be kept, but will "
"always be set to zero for the new "
"updated pipeline"))
exclusion_labels = List(Str,
required=True,
description=("LIMS ExclusionLabel names used to "
"track why a given ROI is not "
"considered a valid_roi. (examples: "
"motion_border, "
"classified_as_not_cell)"))
class PackageSwitchScheme(BaseModelScheme):
package_switch_uuid = Str(validate=[validate.Length(max=36)])
package_name = Str(validate=[validate.Length(max=64)])
type = Choice()
sub_type = Choice()
switch_port = Int()
minute_count = Int()
amount = Int()
enabled = Bool()
start_date = DateTime()
expire_date = DateTime()
licenses = Nested('LicenseSwitchScheme', many=True)
class Meta:
model = model.PackageSwitch
fields = ('package_name', 'type', 'sub_type', 'switch_port',
'minute_count', 'amount', 'enabled', 'start_date',
'expire_date')
def app_config(app_config):
"""Override conftest.py's app_config
"""
app_config['ILS_RECORDS_METADATA_NAMESPACES'] = {
"document": {
"accelerator_experiments": {
"@context": "https://example.com/accelerator_experiments/terms"
},
"standard_status": {
"@context": "https://example.com/standard_status/terms"
},
}
}
app_config['ILS_RECORDS_METADATA_EXTENSIONS'] = {
"document": {
"accelerator_experiments:accelerator": {
"elasticsearch": "keyword",
"marshmallow": SanitizedUnicode(required=True)
},
'accelerator_experiments:project': {
'elasticsearch': 'text',
'marshmallow': SanitizedUnicode()
},
'accelerator_experiments:number_in_sequence': {
'elasticsearch': 'long',
'marshmallow': Integer()
},
'accelerator_experiments:scientific_sequence': {
'elasticsearch': 'long',
'marshmallow': List(Integer())
},
'standard_status:original_presentation_date': {
'elasticsearch': 'date',
'marshmallow': DateString()
},
'standard_status:right_or_wrong': {
'elasticsearch': 'boolean',
'marshmallow': Bool()
}
}
}
return app_config
def app_config(app_config):
"""Override conftest.py's app_config"""
app_config["ILS_RECORDS_METADATA_NAMESPACES"] = {
"document": {
"accelerator_experiments": {
"@context": "https://example.com/accelerator_experiments/terms"
},
"standard_status": {
"@context": "https://example.com/standard_status/terms"
},
}
}
app_config["ILS_RECORDS_METADATA_EXTENSIONS"] = {
"document": {
"accelerator_experiments_accelerator": {
"elasticsearch": "keyword",
"marshmallow": SanitizedUnicode(required=True),
},
"accelerator_experiments_project": {
"elasticsearch": "text",
"marshmallow": SanitizedUnicode(),
},
"accelerator_experiments_number_in_sequence": {
"elasticsearch": "long",
"marshmallow": Integer(),
},
"accelerator_experiments_scientific_sequence": {
"elasticsearch": "long",
"marshmallow": List(Integer()),
},
"standard_status_original_presentation_date": {
"elasticsearch": "date",
"marshmallow": DateString(),
},
"standard_status_right_or_wrong": {
"elasticsearch": "boolean",
"marshmallow": Bool(),
},
}
}
return app_config
class eBPF_Program_Catalog_Parameter_Schema(Schema):
"""eBPF program configuration."""
id = Str(required=True, example='interface', description='Parameter id.')
type = Str(required=True,
description='Parameter type.',
enum=PARAMETER_TYPES,
example='integer',
validate=validate.OneOf(PARAMETER_TYPES))
list = Bool(
default=False,
example=True,
description='Indicate if the parameter can have multiple values.')
values = List_or_One(
Str,
example='yes',
description='Possible values if the parameter type is choice.')
description = Str(example='Network Interface to attach.',
description='Short description of the parameter.')
example = Raw(example='eno0', description='Example of parameter value.')
def app_config(app_config):
"""Override conftest.py's app_config
"""
# Added custom configuration
app_config['RDM_RECORDS_METADATA_NAMESPACES'] = {
'dwc': {
'@context': 'https://example.com/dwc/terms'
},
'nubiomed': {
'@context': 'https://example.com/nubiomed/terms'
}
}
app_config['RDM_RECORDS_METADATA_EXTENSIONS'] = {
'dwc:family': {
'elasticsearch': 'keyword',
'marshmallow': SanitizedUnicode(required=True)
},
'dwc:behavior': {
'elasticsearch': 'text',
'marshmallow': SanitizedUnicode()
},
'nubiomed:number_in_sequence': {
'elasticsearch': 'long',
'marshmallow': Integer()
},
'nubiomed:scientific_sequence': {
'elasticsearch': 'long',
'marshmallow': List(Integer())
},
'nubiomed:original_presentation_date': {
'elasticsearch': 'date',
'marshmallow': DateString()
},
'nubiomed:right_or_wrong': {
'elasticsearch': 'boolean',
'marshmallow': Bool()
}
}
return app_config
class ExtractROISchema(Schema):
"""This ROI format is the expected input of AllenSDK's extract_traces
'rois' field
"""
id = Int(required=True,
description=("Unique ID of the ROI, get's overwritten writting "
"to LIMS"))
x = Int(required=True,
description="X location of top left corner of ROI in pixels")
y = Int(required=True,
description="Y location of top left corner of ROI in pixels")
width = Int(required=True, description="Width of the ROI in pixels")
height = Int(required=True, description="Height of the ROI in pixels")
valid = Bool(required=True,
description=("Boolean indicating if the ROI is a valid "
"cell or not"))
mask = List(List(Bool),
required=True,
description=("Bool nested list describing which pixels "
"in the ROI area are part of the cell"))
class PackageLrnScheme(BaseModelScheme):
package_lrn_uuid = Str(validate=[validate.Length(max=36)])
package_name = Str(validate=[validate.Length(max=64)])
cps = Int()
type = Choice()
lrn_port = Int()
dip_count = Int()
amount = Int()
enabled = Bool()
create_on = DateTime()
licenses = Nested('LicenseLrnScheme', many=True)
class Meta:
model = model.PackageLrn
fields = (
'package_name',
'cps',
'type',
'lrn_port',
'dip_count',
'amount',
'enabled',
)
class Agent_Catalog_Parameter_Schema(Schema):
"""Agent parameter."""
id = Str(required=True, example='log-period', description='Parameter id.')
type = Str(required=True,
enum=PARAMETER_TYPES,
example=PARAMETER_TYPES[0],
description='Parameter type.',
validate=validate.OneOf(PARAMETER_TYPES))
config = Nested(Agent_Catalog_Parameter_Config_Schema,
unknown='INCLUDE',
required=True,
description='Parameter configuration.')
list = Bool(
default=False,
example=True,
description='Indicate if the parameter can have multiple values.')
values = List_or_One(
Str,
example='mysql',
description='Possible values if the parameter type is choice.')
description = Str(example='Enable the agent.',
description='Short description of the parameter.')
example = Raw(example='10s', description='Example of parameter value.')
def test_extensions():
"""Test metadata extensions schema."""
ILS_RECORDS_METADATA_NAMESPACES = {
"accelerator_experiments": {
"@context": "https://example.com/accelerator_experiments/terms"
},
"standard_status": {
"@context": "https://example.com/standard_status/terms"
},
}
ILS_RECORDS_METADATA_EXTENSIONS = {
"accelerator_experiments_accelerator": {
"elasticsearch": "keyword",
"marshmallow": SanitizedUnicode(required=True),
},
"accelerator_experiments_project": {
"elasticsearch": "text",
"marshmallow": SanitizedUnicode(),
},
"accelerator_experiments_number_in_sequence": {
"elasticsearch": "long",
"marshmallow": Integer(),
},
"accelerator_experiments_scientific_sequence": {
"elasticsearch": "long",
"marshmallow": List(Integer()),
},
"standard_status_original_presentation_date": {
"elasticsearch": "date",
"marshmallow": DateString(),
},
"standard_status_right_or_wrong": {
"elasticsearch": "boolean",
"marshmallow": Bool(),
},
}
extensions = MetadataExtensions(
ILS_RECORDS_METADATA_NAMESPACES, ILS_RECORDS_METADATA_EXTENSIONS
)
ExtensionsSchema = extensions.to_schema()
# Minimal if not absent
valid_minimal = {"accelerator_experiments_accelerator": "LHCb"}
data = ExtensionsSchema().load(valid_minimal)
assert data == valid_minimal
# Full
valid_full = {
"accelerator_experiments_accelerator": "LHCb",
"accelerator_experiments_project": "A project for experiment.",
"accelerator_experiments_number_in_sequence": 3,
"accelerator_experiments_scientific_sequence": [1, 1, 2, 3, 5, 8],
"standard_status_original_presentation_date": "2019-02-14",
"standard_status_right_or_wrong": True,
}
data = ExtensionsSchema().load(valid_full)
assert data == valid_full
# Invalid
invalid_number_in_sequence = {
"accelerator_experiments_accelerator": "LHCb",
"accelerator_experiments_scientific_sequence": [1, "l", 2, 3, 5, 8],
}
with pytest.raises(ValidationError):
data = ExtensionsSchema().load(invalid_number_in_sequence)