mirror of
https://github.com/elastic/eland.git
synced 2025-07-11 00:02:14 +08:00
42 lines
1.5 KiB
Python
42 lines
1.5 KiB
Python
# Licensed to Elasticsearch B.V. under one or more contributor
|
|
# license agreements. See the NOTICE file distributed with
|
|
# this work for additional information regarding copyright
|
|
# ownership. Elasticsearch B.V. licenses this file to you under
|
|
# the Apache License, Version 2.0 (the "License"); you may
|
|
# not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing,
|
|
# software distributed under the License is distributed on an
|
|
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
|
|
# KIND, either express or implied. See the License for the
|
|
# specific language governing permissions and limitations
|
|
# under the License.
|
|
|
|
from typing import Any, Optional, Sequence
|
|
|
|
from .._model_serializer import ModelSerializer
|
|
|
|
|
|
class ModelTransformer:
|
|
def __init__(
|
|
self,
|
|
model: Any,
|
|
feature_names: Sequence[str],
|
|
classification_labels: Optional[Sequence[str]] = None,
|
|
classification_weights: Optional[Sequence[float]] = None,
|
|
):
|
|
self._feature_names = feature_names
|
|
self._model = model
|
|
self._classification_labels = classification_labels
|
|
self._classification_weights = classification_weights
|
|
|
|
def transform(self) -> ModelSerializer:
|
|
raise NotImplementedError()
|
|
|
|
@property
|
|
def model_type(self) -> str:
|
|
raise NotImplementedError()
|