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mlflow_module.py
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# Copyright (c) 2023-2024. ECCO Sneaks & Data
#
# 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.
#
"""
MLFlow module that provides the MLFlow client to the Nexus framework.
"""
import os
from typing import final
from injector import Module, singleton, provider
from adapta.ml.mlflow import MlflowBasicClient
from esd_services_api_client.nexus.exceptions.startup_error import (
FatalStartupConfigurationError,
)
@final
class MlflowModule(Module):
"""
MLFlow module.
"""
@singleton
@provider
def provide(self) -> MlflowBasicClient:
"""
DI factory method.
"""
if "NEXUS__MLFLOW_TRACKING_URI" not in os.environ:
raise FatalStartupConfigurationError("NEXUS__MLFLOW_TRACKING_URI")
return MlflowBasicClient(os.environ["NEXUS__MLFLOW_TRACKING_URI"])