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# Copyright 2021-present, the Recognai S.L. team.
#
# Licensed 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.
import warnings
from typing import Any, Callable, Dict
from pydantic import BaseModel, PrivateAttr
# TODO(@frascuchon): Define as dataclasses.dataclass
class MetricSummary(BaseModel):
"""THe metric summary result data model"""
data: Dict[str, Any]
_build_visualization: Callable = PrivateAttr()
def visualize(self):
try:
return self._build_visualization()
except ModuleNotFoundError:
warnings.warn(
"Please, install plotly in order to use this feature\n"
"%>pip install plotly"
)
@classmethod
def new_summary(
cls, data: Dict[str, Any], visualization: Callable
) -> "MetricSummary":
summary = cls(data=data)
summary._build_visualization = visualization
return summary
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