class ServerResponse(db.Model, Serializable):
""" Placeholder docstring for class ServerResponse. """
__tablename__ = "serverresponse"
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
message = db.Column(db.String, nullable=True)
__mapper_args__ = {"polymorphic_identity": "ServerResponse"}
class DelphiModel(db.Model, Serializable):
__tablename__ = "delphimodel"
id = db.Column(db.String, primary_key=True)
icm_metadata = db.relationship(
"ICMMetadata", backref="delphimodel", lazy=True, uselist=False
)
model = db.Column(db.PickleType)
class ExperimentResult(db.Model, Serializable):
""" Notional model of experiment results """
__tablename__ = "experimentresult"
baseType = db.Column(db.String)
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
__mapper_args__ = {
"polymorphic_identity": "ExperimentResult",
"polymorphic_on": baseType,
}
class SensitivityAnalysisResult(ExperimentResult):
""" Placeholder docstring for class SensitivityAnalysisResult. """
__tablename__ = "sensitivityanalysisresult"
id = db.Column(
db.String,
db.ForeignKey("experimentresult.id"),
primary_key=True,
default=str(uuid4()),
)
results = db.Column(JsonEncodedList, nullable=True)
__mapper_args__ = {"polymorphic_identity": "SensitivityAnalysisResult"}
class Experiment(db.Model, Serializable):
""" structure used for experimentation """
__tablename__ = "experiment"
baseType = db.Column(db.String)
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
label = db.Column(db.String, nullable=True)
options = db.Column(JsonEncodedDict, nullable=True)
__mapper_args__ = {
"polymorphic_identity": "Experiment",
"polymorphic_on": baseType,
}
class Entity(CausalPrimitive):
""" Placeholder docstring for class Entity. """
__tablename__ = "entity"
id = db.Column(
db.String,
db.ForeignKey("causalprimitive.id"),
primary_key=True,
default=str(uuid4()),
)
confidence = db.Column(db.Float, nullable=True)
__mapper_args__ = {"polymorphic_identity": "Entity"}
class ForwardProjectionResult(ExperimentResult):
""" Placeholder docstring for class ForwardProjectionResult. """
__tablename__ = "forwardprojectionresult"
id = db.Column(
db.String,
db.ForeignKey("experimentresult.id"),
primary_key=True,
default=str(uuid4()),
)
projection = db.Column(JsonEncodedDict, nullable=True)
results = db.Column(JsonEncodedList, nullable=True)
__mapper_args__ = {"polymorphic_identity": "ForwardProjectionResult"}
class SensitivityAnalysis(Experiment):
""" Placeholder docstring for class SensitivityAnalysis. """
__tablename__ = "sensitivityanalysis"
id = db.Column(
db.String,
db.ForeignKey("experiment.id"),
primary_key=True,
default=str(uuid4()),
)
nodeOfInterest = db.Column(db.String, nullable=True)
numSteps = db.Column(db.Integer, nullable=True)
sensitivityVariables = db.Column(JsonEncodedList, nullable=True)
__mapper_args__ = {"polymorphic_identity": "SensitivityAnalysis"}
class Relationship(CausalPrimitive):
""" Placeholder docstring for class Relationship. """
__tablename__ = "relationship"
id = db.Column(
db.String,
db.ForeignKey("causalprimitive.id"),
primary_key=True,
default=str(uuid4()),
)
source = db.Column(JsonEncodedDict, nullable=True)
target = db.Column(JsonEncodedDict, nullable=True)
confidence = db.Column(db.Float, nullable=True)
__mapper_args__ = {"polymorphic_identity": "Relationship"}
class ConfigurationVariable(CausalPrimitive):
""" Placeholder docstring for class ConfigurationVariable. """
__tablename__ = "configurationvariable"
id = db.Column(
db.String,
db.ForeignKey("causalprimitive.id"),
primary_key=True,
default=str(uuid4()),
)
units = db.Column(db.String, nullable=True)
lastKnownValue = db.Column(JsonEncodedDict, nullable=True)
range = db.Column(JsonEncodedDict, nullable=True)
__mapper_args__ = {"polymorphic_identity": "ConfigurationVariable"}
class CauseMosAsyncExperimentResult(ExperimentResult):
""" Placeholder docstring for class CauseMosAsyncExperimentResult. """
__tablename__ = "causemosasyncexperimentresult"
id = db.Column(
db.String,
db.ForeignKey("experimentresult.id"),
primary_key=True,
default=str(uuid4()),
)
status = db.Column(db.String, nullable=True)
experimentType = db.Column(db.String, nullable=True)
results = db.Column(JsonEncodedDict, nullable=True)
__mapper_args__ = {"polymorphic_identity": "CauseMosAsyncExperimentResult"}
class User(db.Model, Serializable):
""" Placeholder docstring for class User. """
__tablename__ = "user"
id = db.Column(db.Integer, primary_key=True)
username = db.Column(db.String, nullable=True)
firstName = db.Column(db.String, nullable=True)
lastName = db.Column(db.String, nullable=True)
email = db.Column(db.String, nullable=True)
password = db.Column(db.String, nullable=True)
phone = db.Column(db.String, nullable=True)
userStatus = db.Column(db.Integer, nullable=True)
__mapper_args__ = {"polymorphic_identity": "User"}
class Evidence(db.Model, Serializable):
""" Object that holds a reference to evidence (either KO from TA1 or human provided). """
__tablename__ = "evidence"
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
link = db.Column(db.String, nullable=True)
description = db.Column(db.String, nullable=True)
category = db.Column(db.String, nullable=True)
rank = db.Column(db.Integer, nullable=True)
causalrelationship_id = db.Column(db.String,
db.ForeignKey("causalrelationship.id"))
__mapper_args__ = {"polymorphic_identity": "Evidence"}
class ICMMetadata(db.Model, Serializable):
""" Placeholder docstring for class ICMMetadata. """
__tablename__ = "icmmetadata"
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
icmProvider = db.Column(db.Enum("BAE", "BBN", "STR", "DUMMY"),
nullable=True)
title = db.Column(db.String, nullable=True)
version = db.Column(db.Integer, nullable=True)
created = db.Column(db.String, nullable=True)
createdByUser_id = db.Column(db.Integer,
db.ForeignKey("user.id"),
nullable=True)
createdByUser = db.relationship("User", foreign_keys=[createdByUser_id])
lastAccessed = db.Column(db.String, nullable=True)
lastAccessedByUser_id = db.Column(db.Integer,
db.ForeignKey("user.id"),
nullable=True)
lastAccessedByUser = db.relationship("User",
foreign_keys=[lastAccessedByUser_id])
lastUpdated = db.Column(db.String, nullable=True)
lastUpdatedByUser_id = db.Column(db.Integer,
db.ForeignKey("user.id"),
nullable=True)
lastUpdatedByUser = db.relationship("User",
foreign_keys=[lastUpdatedByUser_id])
estimatedNumberOfPrimitives = db.Column(db.Integer, nullable=True)
lifecycleState = db.Column(
db.Enum(
"PROPOSED",
"APPROVED",
"EXPERIMENTAL",
"OPERATIONAL",
"SUSPENDED",
"ARCHIVED",
"CREATED",
),
nullable=True,
)
derivation = db.Column(JsonEncodedList, nullable=True)
model_id = db.Column(db.String, db.ForeignKey("delphimodel.id"))
__mapper_args__ = {"polymorphic_identity": "ICMMetadata"}
class CausalPrimitive(db.Model, Serializable):
""" Top level object that contains common properties that would apply to any causal primitive (variable, relationship, etc.) """
__tablename__ = "causalprimitive"
baseType = db.Column(db.String)
namespaces = db.Column(JsonEncodedDict, nullable=True)
types = db.Column(JsonEncodedList, nullable=True)
editable = db.Column(db.Boolean, nullable=True, default=True)
disableable = db.Column(db.Boolean, nullable=True, default=True)
disabled = db.Column(db.Boolean, nullable=True, default=False)
id = db.Column(db.String, primary_key=True, default=str(uuid4()))
label = db.Column(db.String, nullable=True)
description = db.Column(db.String, nullable=True)
lastUpdated = db.Column(db.String, nullable=True)
auxiliaryProperties = db.Column(JsonEncodedList, nullable=True)
model_id = db.Column(db.String, db.ForeignKey("delphimodel.id"))
__mapper_args__ = {
"polymorphic_identity": "CausalPrimitive",
"polymorphic_on": baseType,
}
class DelphiModel(db.Model, Serializable):
""" Delphi AnalysisGraph Model """
__tablename__ = "delphimodel"
id = db.Column(db.String, primary_key=True)
model = db.Column(db.String)
