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Add optional Mlflow module for DI in Nexus (#139)
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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. | ||
# | ||
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""" | ||
Import index. | ||
""" | ||
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from esd_services_api_client.nexus.modules.mlflow_module import MlflowModule |
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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. | ||
# | ||
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""" | ||
MLFlow module that provides the MLFlow client to the Nexus framework. | ||
""" | ||
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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, | ||
) | ||
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@final | ||
class MlflowModule(Module): | ||
""" | ||
MLFlow module. | ||
""" | ||
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@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"]) |