Fix import paths for metrics evaluation - corrected relative imports and client class names

metrics_evaluation/cvat_api/annotations.py

@@ -2,7 +2,7 @@
 
 from typing import TYPE_CHECKING
 
-from v2.schema.cvat import CvatApiJobList, CvatApiTaskList
+from metrics_evaluation.schema.cvat import CvatApiJobList, CvatApiTaskList
 
 from .retry import retry_with_backoff
 

metrics_evaluation/cvat_api/jobs.py

@@ -2,7 +2,7 @@
 
 from typing import TYPE_CHECKING
 
-from v2.schema.cvat import (
+from metrics_evaluation.schema.cvat import (
     CvatApiJobDetails,
     CvatApiJobMediasMetainformation,
     CvatApiJobsListRequest,

metrics_evaluation/cvat_api/labels.py

@@ -2,7 +2,7 @@
 
 from typing import TYPE_CHECKING
 
-from v2.schema.cvat import CvatApiLabelDefinition
+from metrics_evaluation.schema.cvat import CvatApiLabelDefinition
 
 from .retry import retry_with_backoff
 

metrics_evaluation/cvat_api/projects.py

@@ -2,7 +2,7 @@
 
 from typing import TYPE_CHECKING
 
-from v2.schema.cvat import CvatApiLabelDefinition, CvatApiProjectDetails
+from metrics_evaluation.schema.cvat import CvatApiLabelDefinition, CvatApiProjectDetails
 
 from .retry import retry_with_backoff
 
@@ -98,7 +98,7 @@ class ProjectsMethods:
         Returns:
             List of job IDs
         """
-        from v2.schema.cvat import CvatApiJobsListResponse
+        from metrics_evaluation.schema.cvat import CvatApiJobsListResponse
 
         headers = self.client._get_headers(token)
         url = f"{self.client.cvat_host}/api/jobs?project_id={project_id}&page_size=1000&org={self.client.cvat_organization}"

metrics_evaluation/cvat_api/tasks.py

@@ -2,7 +2,7 @@
 
 from typing import TYPE_CHECKING
 
-from v2.schema.cvat import CvatApiTaskDetails, CvatApiTaskMediasMetainformation
+from metrics_evaluation.schema.cvat import CvatApiTaskDetails, CvatApiTaskMediasMetainformation
 
 from .retry import retry_with_backoff
 
@@ -91,7 +91,7 @@ class TasksMethods:
         Returns:
             List of job IDs
         """
-        from v2.schema.cvat import CvatApiJobsListResponse
+        from metrics_evaluation.schema.cvat import CvatApiJobsListResponse
 
         headers = self.client._get_headers(token)
         url = f"{self.client.cvat_host}/api/jobs?task_id={task_id}&page_size=1000"

metrics_evaluation/extraction/cvat_extractor.py

@@ -7,7 +7,7 @@ from pathlib import Path
 from typing import Any
 
 from ..config.config_models import EvaluationConfig
-from ..cvat_api.client import CVATClient
+from ..cvat_api.client import CvatApiClient
 from ..schema.core.annotation.mask import Mask
 
 logger = logging.getLogger(__name__)
@@ -26,7 +26,7 @@ class CVATExtractor:
             ValueError: If configuration is invalid
         """
         self.config = config
-        self.client: CVATClient | None = None
+        self.client: CvatApiClient | None = None
         self.project_id: int | None = None
 
     def connect(self) -> None:
@@ -51,7 +51,7 @@ class CVATExtractor:
             )
 
         try:
-            self.client = CVATClient(
+            self.client = CvatApiClient(
                 host=self.config.cvat.url,
                 credentials=(username, password),
                 organization=self.config.cvat.organization,

metrics_evaluation/run_evaluation.py

@@ -7,12 +7,12 @@ import logging
 import sys
 from pathlib import Path
 
-from config.config_loader import load_config
-from extraction.cvat_extractor import CVATExtractor
-from inference.sam3_inference import SAM3Inferencer
-from metrics.metrics_calculator import MetricsCalculator
-from utils.logging_config import setup_logging
-from visualization.visual_comparison import VisualComparator
+from metrics_evaluation.config.config_loader import load_config
+from metrics_evaluation.extraction.cvat_extractor import CVATExtractor
+from metrics_evaluation.inference.sam3_inference import SAM3Inferencer
+from metrics_evaluation.metrics.metrics_calculator import MetricsCalculator
+from metrics_evaluation.utils.logging_config import setup_logging
+from metrics_evaluation.visualization.visual_comparison import VisualComparator
 
 logger = logging.getLogger(__name__)