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.
This commit is contained in:
vitor-aignosi
2026-01-16 16:47:33 -03:00
parent 241f283724
commit 69b2f93ab2
8 changed files with 42 additions and 25 deletions

View File

@@ -6,7 +6,6 @@ with workflow.unsafe.imports_passed_through():
import numpy as np
from pandas import DataFrame, to_datetime
from sientia_do.utils.formatters import create_sample_dict
from sientia_do.notifications.handlers import CoreNotificationHandler as NotificationHandler
from sientia_do.notifications.models import NotificationLevel
from sientia_do.observability.logger import Logger
@@ -18,6 +17,7 @@ with workflow.unsafe.imports_passed_through():
DATETIME_FORMAT_WITH_TZ,
now,
)
from sientia_do.utils.formatters import create_sample_dict
from laborious.utils.repository.minio_repository import MinioRepository
from laborious.utils.repository.model_repository import MLFlowRepository
@@ -159,7 +159,6 @@ class MLFlow(SientiaMonitoring):
self.debug(f'Processed input data: \n {data.to_csv()}', metadata)
# Request transformation from MLFlow model
response_data = await self.model_monitoring_repository.transform(
model_name, data, model_config, metadata