SIENTIAPDE-1171
Update dependencies and enhance ML model retraining functionality - Updated sientia-dataops-library version in requirements.txt from 1.3.3 to 1.3.4. - Incremented image tag in values.yaml from 0.2.4 to 0.2.5 and added a new environment variable MONGODB_TTL_INDEX_HOURS. - Introduced new methods in MLFlowRepository for model retraining and production model updates, including error handling and logging. - Added retrain_model and update_production_model activities in mlflow.py to support model management workflows. - Modified MongoDB connection settings in connectors_config.py for improved security and configuration flexibility.
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@@ -11,7 +11,7 @@ image:
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# This sets the pull policy for images.
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pullPolicy: Always
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# Overrides the image tag whose default is the chart appVersion.
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tag: "0.2.4"
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tag: "0.2.5"
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# This is for the secrets for pulling an image from a private repository more information can be found here: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
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imagePullSecrets:
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@@ -178,6 +178,8 @@ env:
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value: "my-release-mongodb.mongodb.svc.cluster.local:27017"
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- name: MONGODB_DATABASE
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value: "sientia"
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- name: MONGODB_TTL_INDEX_HOURS
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value: "1"
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ssh:
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enabled: true
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