SIENTIAPDE-1478
Refactor validation script and improve logging in API and model repository - Updated validation script to include 'e2e/' directory in code formatting and linting checks. - Enhanced error logging in API class to improve readability of error messages. - Refactored debug logging in model repository for better structured output. - Cleaned up import statements in various files for improved organization.
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@@ -6,7 +6,6 @@ with workflow.unsafe.imports_passed_through():
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import numpy as np
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from pandas import DataFrame, to_datetime
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from sientia_do.utils.formatters import create_sample_dict
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from sientia_do.notifications.handlers import CoreNotificationHandler as NotificationHandler
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from sientia_do.notifications.models import NotificationLevel
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from sientia_do.observability.logger import Logger
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@@ -18,6 +17,7 @@ with workflow.unsafe.imports_passed_through():
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DATETIME_FORMAT_WITH_TZ,
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now,
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)
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from sientia_do.utils.formatters import create_sample_dict
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from laborious.utils.repository.minio_repository import MinioRepository
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from laborious.utils.repository.model_repository import MLFlowRepository
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@@ -159,7 +159,6 @@ class MLFlow(SientiaMonitoring):
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self.debug(f'Processed input data: \n {data.to_csv()}', metadata)
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# Request transformation from MLFlow model
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response_data = await self.model_monitoring_repository.transform(
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model_name, data, model_config, metadata
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