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first draft
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abdullah-cognite committed Dec 17, 2024
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328 changes: 328 additions & 0 deletions cognite/client/data_classes/simulators/simulators.py
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from __future__ import annotations

from abc import ABC
from collections.abc import Sequence
from dataclasses import dataclass
from typing import TYPE_CHECKING, Any

from typing_extensions import Self

from cognite.client.data_classes._base import (
CogniteObject,
CogniteResourceList,
ExternalIDTransformerMixin,
IdTransformerMixin,
WriteableCogniteResource,
WriteableCogniteResourceList,
)
from cognite.client.utils.useful_types import SequenceNotStr

if TYPE_CHECKING:
from cognite.client import CogniteClient


class SimulatorCore(WriteableCogniteResource["SimulatorWrite"], ABC):
"""The simulator resource contains the definitions necessary for Cognite Data Fusion (CDF) to interact with a given simulator.
It serves as a central contract that allows APIs, UIs, and integrations (connectors) to utilize the same definitions
when dealing with a specific simulator. Each simulator is uniquely identified and can be associated with various
file extension types, model types, step fields, and unit quantities. Simulators are essential for managing data
flows between CDF and external simulation tools, ensuring consistency and reliability in data handling. ####
This is the read/response format of the simulator.
Args:
external_id (str): External id of the simulator
name (str): Name of the simulator
file_extension_types (str | SequenceNotStr[str]): File extension types supported by the simulator
model_types (SimulatorModelType | Sequence[SimulatorModelType] | None): Model types supported by the simulator
step_fields (SimulatorStep | Sequence[SimulatorStep] | None): Step types supported by the simulator when creating routines
unit_quantities (SimulatorQuantity | Sequence[SimulatorQuantity] | None): Quantities and their units supported by the simulator
"""

def __init__(
self,
external_id: str,
name: str,
file_extension_types: str | SequenceNotStr[str],
model_types: SimulatorModelType | Sequence[SimulatorModelType] | None = None,
step_fields: SimulatorStep | Sequence[SimulatorStep] | None = None,
unit_quantities: SimulatorQuantity | Sequence[SimulatorQuantity] | None = None,
) -> None:
self.external_id = external_id
self.name = name
self.file_extension_types = file_extension_types
self.model_types = model_types
self.step_fields = step_fields
self.unit_quantities = unit_quantities

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
external_id=resource["externalId"],
name=resource["name"],
file_extension_types=resource["fileExtensionTypes"],
model_types=SimulatorModelType._load_list(resource["modelTypes"], cognite_client)
if "modelTypes" in resource
else None,
step_fields=SimulatorStep._load_list(resource["stepFields"], cognite_client)
if "stepFields" in resource
else None,
unit_quantities=SimulatorQuantity._load_list(resource["unitQuantities"], cognite_client)
if "unitQuantities" in resource
else None,
)

def dump(self, camel_case: bool = True) -> dict[str, Any]:
output = super().dump(camel_case=camel_case)
if isinstance(self.model_types, SimulatorModelType):
output["modelTypes" if camel_case else "model_types"] = self.model_types.dump(camel_case=camel_case)
if isinstance(self.step_fields, SimulatorStep):
output["stepFields" if camel_case else "step_fields"] = self.step_fields.dump(camel_case=camel_case)
if isinstance(self.unit_quantities, SimulatorQuantity):
output["unitQuantities" if camel_case else "unit_quantities"] = self.unit_quantities.dump(
camel_case=camel_case
)

return output


class SimulatorWrite(SimulatorCore):
def __init__(
self,
external_id: str,
name: str,
file_extension_types: str | SequenceNotStr[str],
model_types: SimulatorModelType | Sequence[SimulatorModelType] | None = None,
step_fields: SimulatorStep | Sequence[SimulatorStep] | None = None,
unit_quantities: SimulatorQuantity | Sequence[SimulatorQuantity] | None = None,
) -> None:
super().__init__(
external_id=external_id,
name=name,
file_extension_types=file_extension_types,
model_types=model_types,
step_fields=step_fields,
unit_quantities=unit_quantities,
)

def as_write(self) -> SimulatorWrite:
"""Returns a writeable version of this resource"""
return self


class Simulator(SimulatorCore):
def __init__(
self,
external_id: str,
name: str,
file_extension_types: str | SequenceNotStr[str],
created_time: int | None = None,
last_updated_time: int | None = None,
id: int | None = None,
model_types: SimulatorModelType | Sequence[SimulatorModelType] | None = None,
step_fields: SimulatorStep | Sequence[SimulatorStep] | None = None,
unit_quantities: SimulatorQuantity | Sequence[SimulatorQuantity] | None = None,
) -> None:
self.external_id = external_id
self.name = name
self.file_extension_types = file_extension_types
self.model_types = model_types
self.step_fields = step_fields
self.unit_quantities = unit_quantities
# id/created_time/last_updated_time are required when using the class to read,
# but don't make sense passing in when creating a new object. So in order to make the typing
# correct here (i.e. int and not Optional[int]), we force the type to be int rather than
# Optional[int].
self.id: int | None = id
self.created_time: int | None = created_time
self.last_updated_time: int | None = last_updated_time

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
load = super()._load(resource, cognite_client)
return cls(
external_id=load.external_id,
name=load.name,
file_extension_types=load.file_extension_types,
created_time=resource.get("createdTime"),
last_updated_time=resource.get("lastUpdatedTime"),
id=resource.get("id"),
model_types=load.model_types,
step_fields=load.step_fields,
unit_quantities=load.unit_quantities,
)

def as_write(self) -> SimulatorWrite:
"""Returns a writeable version of this resource"""
return SimulatorWrite(
external_id=self.external_id,
name=self.name,
file_extension_types=self.file_extension_types,
model_types=self.model_types,
step_fields=self.step_fields,
unit_quantities=self.unit_quantities,
)

def __hash__(self) -> int:
return hash(self.external_id)


@dataclass
class SimulatorRoutineStep(CogniteObject):
step_type: str
arguments: dict[str, Any]

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
step_type=resource["stepType"],
arguments=resource["arguments"],
)

def dump(self, camel_case: bool = True) -> dict[str, Any]:
return super().dump(camel_case=camel_case)


@dataclass
class SimulatorUnitEntry(CogniteObject):
label: str
name: str

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
label=resource["label"],
name=resource["name"],
)


@dataclass
class SimulatorStepOption(CogniteObject):
label: str
value: str

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
label=resource["label"],
value=resource["value"],
)


@dataclass
class SimulatorModelType(CogniteObject):
name: str
key: str

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> SimulatorModelType:
return cls(
name=resource["name"],
key=resource["key"],
)

@classmethod
def _load_list(
cls, resource: dict[str, Any] | list[dict[str, Any]], cognite_client: CogniteClient | None = None
) -> SimulatorModelType | list[SimulatorModelType]:
if isinstance(resource, list):
return [cls._load(res, cognite_client) for res in resource]

return cls._load(resource, cognite_client)


@dataclass
class SimulatorQuantity(CogniteObject):
name: str
label: str
units: Sequence[SimulatorUnitEntry]

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
name=resource["name"],
label=resource["label"],
units=[SimulatorUnitEntry._load(unit_, cognite_client) for unit_ in resource["units"]],
)

@classmethod
def _load_list(
cls, resource: dict[str, Any] | list[dict[str, Any]], cognite_client: CogniteClient | None = None
) -> SimulatorQuantity | list[SimulatorQuantity]:
if isinstance(resource, list):
return [cls._load(res, cognite_client) for res in resource]

return cls._load(resource, cognite_client)

def dump(self, camel_case: bool = True) -> dict[str, Any]:
output = super().dump(camel_case=camel_case)
output["units"] = [unit_.dump(camel_case=camel_case) for unit_ in self.units]

return output


@dataclass
class SimulatorStepField(CogniteObject):
name: str
label: str
info: str
options: Sequence[SimulatorStepOption] | None = None

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
name=resource["name"],
label=resource["label"],
info=resource["info"],
options=[SimulatorStepOption._load(option_, cognite_client) for option_ in resource["options"]]
if "options" in resource
else None,
)

def dump(self, camel_case: bool = True) -> dict[str, Any]:
output = super().dump(camel_case=camel_case)
if self.options is not None:
output["options"] = [option_.dump(camel_case=camel_case) for option_ in self.options]

return output


@dataclass
class SimulatorStep(CogniteObject):
step_type: str
fields: Sequence[SimulatorStepField]

@classmethod
def _load(cls, resource: dict[str, Any], cognite_client: CogniteClient | None = None) -> Self:
return cls(
step_type=resource["stepType"],
fields=[SimulatorStepField._load(field_, cognite_client) for field_ in resource["fields"]],
)

@classmethod
def _load_list(
cls, resource: dict[str, Any] | list[dict[str, Any]], cognite_client: CogniteClient | None = None
) -> SimulatorStep | list[SimulatorStep]:
if isinstance(resource, list):
return [cls._load(res, cognite_client) for res in resource]

return cls._load(resource, cognite_client)

def dump(self, camel_case: bool = True) -> dict[str, Any]:
output = super().dump(camel_case=camel_case)
output["fields"] = [field_.dump(camel_case=camel_case) for field_ in self.fields]

return output


class SimulatorWriteList(CogniteResourceList[SimulatorWrite], ExternalIDTransformerMixin):
_RESOURCE = SimulatorWrite


class SimulatorList(WriteableCogniteResourceList[SimulatorWrite, Simulator], IdTransformerMixin):
_RESOURCE = Simulator

def as_write(self) -> SimulatorWriteList:
return SimulatorWriteList([a.as_write() for a in self.data], cognite_client=self._get_cognite_client())

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