Style

inference/core/interfaces/camera/video_source.py

@@ -7,9 +7,9 @@
 from typing import Any, Callable, Dict, List, Optional, Protocol, Tuple, Union
 
 import cv2
+import supervision as sv
 from numpy import ndarray
 
-import supervision as sv
 from inference.core import logger
 from inference.core.env import (
     DEFAULT_ADAPTIVE_MODE_READER_PACE_TOLERANCE,

inference/core/interfaces/http/orjson_utils.py

@@ -2,10 +2,10 @@
 from typing import Any, Dict, List, Optional, Union
 
 import orjson
+import supervision as sv
 from fastapi.responses import ORJSONResponse
 from pydantic import BaseModel
 
-import supervision as sv
 from inference.core.entities.responses.inference import InferenceResponse
 from inference.core.utils.function import deprecated
 from inference.core.utils.image_utils import ImageType

inference/core/interfaces/stream/sinks.py

@@ -6,16 +6,16 @@
 
 import cv2
 import numpy as np
-
 import supervision as sv
+from supervision.annotators.base import BaseAnnotator
+
 from inference.core import logger
 from inference.core.active_learning.middlewares import ActiveLearningMiddleware
 from inference.core.interfaces.camera.entities import VideoFrame
 from inference.core.interfaces.stream.entities import SinkHandler
 from inference.core.interfaces.stream.utils import wrap_in_list
 from inference.core.utils.drawing import create_tiles
 from inference.core.utils.preprocess import letterbox_image
-from supervision.annotators.base import BaseAnnotator
 
 DEFAULT_BBOX_ANNOTATOR = sv.BoundingBoxAnnotator()
 DEFAULT_LABEL_ANNOTATOR = sv.LabelAnnotator()

inference/core/interfaces/stream/stream.py

@@ -6,10 +6,10 @@
 
 import cv2
 import numpy as np
+import supervision as sv
 from PIL import Image
 
 import inference.core.entities.requests.inference
-import supervision as sv
 from inference.core.active_learning.middlewares import (
     NullActiveLearningMiddleware,
     ThreadingActiveLearningMiddleware,

inference/core/interfaces/stream/watchdog.py

@@ -9,6 +9,7 @@
 from typing import Any, Deque, Dict, Iterable, List, Optional, TypeVar
 
 import supervision as sv
+
 from inference.core.interfaces.camera.entities import (
     StatusUpdate,
     UpdateSeverity,

inference/core/interfaces/udp/udp_stream.py

@@ -7,10 +7,10 @@
 
 import cv2
 import numpy as np
+import supervision as sv
 from PIL import Image
 
 import inference.core.entities.requests.inference
-import supervision as sv
 from inference.core.active_learning.middlewares import (
     NullActiveLearningMiddleware,
     ThreadingActiveLearningMiddleware,

inference/core/workflows/core_steps/common/query_language/operations/detections/base.py

@@ -2,8 +2,9 @@
 from typing import Any, Callable, Dict, List
 
 import numpy as np
-
 import supervision as sv
+from supervision import Position
+
 from inference.core.workflows.core_steps.common.query_language.entities.enums import (
     DetectionsProperty,
     DetectionsSelectionMode,
@@ -18,7 +19,6 @@
 from inference.core.workflows.core_steps.common.query_language.operations.utils import (
     safe_stringify,
 )
-from supervision import Position
 
 PROPERTIES_EXTRACTORS = {
     DetectionsProperty.CONFIDENCE: lambda detections: detections.confidence.tolist(),

inference/core/workflows/core_steps/common/serializers.py

@@ -1,8 +1,8 @@
 from typing import Any, Dict, List
 
 import numpy as np
-
 import supervision as sv
+
 from inference.core.workflows.constants import (
     CLASS_ID_KEY,
     CLASS_NAME_KEY,

inference/core/workflows/core_steps/common/utils.py

@@ -4,8 +4,9 @@
 from typing import Any, Dict, Iterable, List, Optional, Union
 
 import numpy as np
-
 import supervision as sv
+from supervision.config import CLASS_NAME_DATA_FIELD
+
 from inference.core.entities.requests.clip import ClipCompareRequest
 from inference.core.entities.requests.cogvlm import CogVLMInferenceRequest
 from inference.core.entities.requests.doctr import DoctrOCRInferenceRequest
@@ -42,7 +43,6 @@
     OriginCoordinatesSystem,
     WorkflowImageData,
 )
-from supervision.config import CLASS_NAME_DATA_FIELD
 
 
 def load_core_model(

inference/core/workflows/core_steps/fusion/detections_classes_replacement.py

@@ -2,9 +2,10 @@
 from uuid import uuid4
 
 import numpy as np
+import supervision as sv
 from pydantic import ConfigDict, Field
+from supervision.config import CLASS_NAME_DATA_FIELD
 
-import supervision as sv
 from inference.core.workflows.constants import DETECTION_ID_KEY, PARENT_ID_KEY
 from inference.core.workflows.entities.base import Batch, OutputDefinition
 from inference.core.workflows.entities.types import (
@@ -19,7 +20,6 @@
     WorkflowBlock,
     WorkflowBlockManifest,
 )
-from supervision.config import CLASS_NAME_DATA_FIELD
 
 LONG_DESCRIPTION = """
 Combine results of detection model with classification results performed separately for 

inference/core/workflows/core_steps/fusion/detections_consensus.py

@@ -17,9 +17,9 @@
 from uuid import uuid4
 
 import numpy as np
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field, PositiveInt
 
-import supervision as sv
 from inference.core.workflows.constants import (
     DETECTION_ID_KEY,
     IMAGE_DIMENSIONS_KEY,

inference/core/workflows/core_steps/models/third_party/barcode_detection.py

@@ -2,10 +2,11 @@
 from uuid import uuid4
 
 import numpy as np
+import supervision as sv
 import zxingcpp
 from pydantic import ConfigDict
+from supervision.config import CLASS_NAME_DATA_FIELD
 
-import supervision as sv
 from inference.core.workflows.constants import (
     DETECTED_CODE_KEY,
     DETECTION_ID_KEY,
@@ -31,7 +32,6 @@
     WorkflowBlock,
     WorkflowBlockManifest,
 )
-from supervision.config import CLASS_NAME_DATA_FIELD
 
 LONG_DESCRIPTION = """
 Detect the location of barcodes in an image.

inference/core/workflows/core_steps/models/third_party/qr_code_detection.py

@@ -3,9 +3,10 @@
 
 import cv2
 import numpy as np
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field
+from supervision.config import CLASS_NAME_DATA_FIELD
 
-import supervision as sv
 from inference.core.workflows.constants import (
     DETECTED_CODE_KEY,
     DETECTION_ID_KEY,
@@ -31,7 +32,6 @@
     WorkflowBlock,
     WorkflowBlockManifest,
 )
-from supervision.config import CLASS_NAME_DATA_FIELD
 
 LONG_DESCRIPTION = """
 Detect the location of a QR code.

inference/core/workflows/core_steps/sinks/roboflow/roboflow_dataset_upload.py

@@ -7,10 +7,10 @@
 from typing import Any, Dict, List, Literal, Optional, Tuple, Type, Union
 from uuid import uuid4
 
+import supervision as sv
 from fastapi import BackgroundTasks
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.active_learning.cache_operations import (
     return_strategy_credit,
     use_credit_of_matching_strategy,

inference/core/workflows/core_steps/transformations/detection_offset.py

@@ -3,9 +3,9 @@
 from typing import Dict, List, Literal, Optional, Type, Union
 
 import numpy as np
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field, PositiveInt
 
-import supervision as sv
 from inference.core.workflows.constants import DETECTION_ID_KEY, PARENT_ID_KEY
 from inference.core.workflows.entities.base import Batch, OutputDefinition
 from inference.core.workflows.entities.types import (

inference/core/workflows/core_steps/transformations/detections_filter.py

@@ -1,8 +1,8 @@
 from typing import Any, Dict, List, Literal, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.common.query_language.entities.operations import (
     AllOperationsType,
     OperationDefinition,

inference/core/workflows/core_steps/transformations/detections_transformation.py

@@ -1,9 +1,9 @@
 from copy import copy
 from typing import Any, Dict, List, Literal, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.common.query_language.entities.operations import (
     DEFAULT_OPERAND_NAME,
     AllOperationsType,

inference/core/workflows/core_steps/transformations/dynamic_crop.py

@@ -1,9 +1,9 @@
 from dataclasses import replace
 from typing import Dict, List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.constants import DETECTION_ID_KEY
 from inference.core.workflows.entities.base import (
     Batch,

inference/core/workflows/core_steps/transformations/dynamic_zones.py

@@ -2,9 +2,9 @@
 
 import cv2 as cv
 import numpy as np
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.entities.base import Batch, OutputDefinition
 from inference.core.workflows.entities.types import (
     BATCH_OF_INSTANCE_SEGMENTATION_PREDICTION_KIND,

inference/core/workflows/core_steps/transformations/perspective_correction.py

@@ -3,9 +3,9 @@
 
 import cv2 as cv
 import numpy as np
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field
 
-import supervision as sv
 from inference.core.logger import logger
 from inference.core.workflows.constants import KEYPOINTS_XY_KEY_IN_SV_DETECTIONS
 from inference.core.workflows.entities.base import (

inference/core/workflows/core_steps/visualizations/annotators/background_color.py

@@ -1,6 +1,5 @@
 import cv2
 import numpy as np
-
 from supervision.annotators.base import BaseAnnotator, ImageType
 from supervision.detection.core import Detections
 from supervision.draw.color import Color

inference/core/workflows/core_steps/visualizations/background_color.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.annotators.background_color import (
     BackgroundColorAnnotator,
 )

inference/core/workflows/core_steps/visualizations/base.py

@@ -1,9 +1,9 @@
 from abc import ABC, abstractmethod
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import AliasChoices, ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.utils import str_to_color
 from inference.core.workflows.entities.base import OutputDefinition, WorkflowImageData
 from inference.core.workflows.entities.types import (

inference/core/workflows/core_steps/visualizations/base_colorable.py

@@ -1,9 +1,9 @@
 from abc import ABC, abstractmethod
 from typing import List, Literal, Optional, Union
 
+import supervision as sv
 from pydantic import Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import (
     VisualizationBlock,
     VisualizationManifest,

inference/core/workflows/core_steps/visualizations/blur.py

@@ -1,8 +1,8 @@
 from typing import Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import (
     OUTPUT_IMAGE_KEY,
     VisualizationBlock,

inference/core/workflows/core_steps/visualizations/bounding_box.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/circle.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/color.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/corner.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/crop.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/dot.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/ellipse.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,

inference/core/workflows/core_steps/visualizations/halo.py

@@ -1,8 +1,8 @@
 from typing import List, Literal, Optional, Type, Union
 
+import supervision as sv
 from pydantic import ConfigDict, Field
 
-import supervision as sv
 from inference.core.workflows.core_steps.visualizations.base import OUTPUT_IMAGE_KEY
 from inference.core.workflows.core_steps.visualizations.base_colorable import (
     ColorableVisualizationBlock,