orm.modeling_result#

Attributes#

`VALID_TYPES`
`VALID_STATES`
`MODEL_NAMES`

Classes#

ModelingResult

Module Contents#

orm.modeling_result.VALID_TYPES = ['easy_linear', 'logistic', 'baranyi_roberts'][source]#

orm.modeling_result.VALID_STATES = ['pending', 'ready', 'error'][source]#

orm.modeling_result.MODEL_NAMES[source]#

class orm.modeling_result.ModelingResult[source]#

Bases: app.model.orm.orm_base.OrmBase

__tablename__ = 'ModelingResults'[source]#

id: sqlalchemy.orm.Mapped[int][source]#

type: sqlalchemy.orm.Mapped[str][source]#

requestId: sqlalchemy.orm.Mapped[int][source]#

request: sqlalchemy.orm.Mapped[ModelingRequest][source]#

measurementContextId: sqlalchemy.orm.Mapped[int][source]#

measurementContext: sqlalchemy.orm.Mapped[MeasurementContext][source]#

inputs: sqlalchemy.orm.Mapped[sqlalchemy.JSON][source]#

fit: sqlalchemy.orm.Mapped[sqlalchemy.JSON][source]#

coefficients: sqlalchemy.orm.Mapped[sqlalchemy.JSON][source]#

state: sqlalchemy.orm.Mapped[str][source]#

error: sqlalchemy.orm.Mapped[str][source]#

rSummary: sqlalchemy.orm.Mapped[str][source]#

createdAt: sqlalchemy.orm.Mapped[datetime.datetime][source]#

updatedAt: sqlalchemy.orm.Mapped[datetime.datetime][source]#

calculatedAt: sqlalchemy.orm.Mapped[datetime.datetime][source]#

classmethod empty_coefficients(model_type)[source]#

classmethod empty_fit()[source]#

classmethod empty_inputs(model_type)[source]#

property model_name[source]#

_validate_type(key, value)[source]#

_validate_state(key, value)[source]#

generate_chart_df(measurements_df)[source]#

_predict(timepoints)[source]#

_predict_easy_linear(time)[source]#

_predict_logistic(time)[source]#

_predict_baranyi_roberts(time)[source]#