This commit is contained in:
Christian Mantha
2026-03-02 19:10:52 -05:00
commit 2ca0b9ef7c
28907 changed files with 5233713 additions and 0 deletions

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from typing import Any
from mlflow.entities._mlflow_object import _MlflowObject
from mlflow.entities.dataset_input import DatasetInput
from mlflow.protos.service_pb2 import RunInputs as ProtoRunInputs
class RunInputs(_MlflowObject):
"""RunInputs object."""
def __init__(self, dataset_inputs: list[DatasetInput]) -> None:
self._dataset_inputs = dataset_inputs
def __eq__(self, other: _MlflowObject) -> bool:
if type(other) is type(self):
return self.__dict__ == other.__dict__
return False
@property
def dataset_inputs(self) -> list[DatasetInput]:
"""Array of dataset inputs."""
return self._dataset_inputs
def to_proto(self):
run_inputs = ProtoRunInputs()
run_inputs.dataset_inputs.extend(
[dataset_input.to_proto() for dataset_input in self.dataset_inputs]
)
return run_inputs
def to_dictionary(self) -> dict[str, Any]:
return {
"dataset_inputs": [d.to_dictionary() for d in self.dataset_inputs],
}
@classmethod
def from_proto(cls, proto):
dataset_inputs = [
DatasetInput.from_proto(dataset_input) for dataset_input in proto.dataset_inputs
]
return cls(dataset_inputs)