regenerate models with sorted imports

nwb_models/src/nwb_models/models/pydantic/__init__.py

@@ -0,0 +1 @@
+from .pydantic.core.v2_7_0.namespace import *

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_base.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_0.hdmf_common_table import Data, Container, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_1_0.hdmf_common_table import Container, Data, DynamicTable
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_2_0.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_2_0.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.2.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_2_0.core_nwb_device import Device
+
 from ...core.v2_2_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_2_0.core_nwb_device import Device
+from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_2_0.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_file.py

@@ -1,27 +1,31 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_0.core_nwb_misc import Units
-from ...core.v2_2_0.core_nwb_device import Device
-from ...core.v2_2_0.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_2_0.core_nwb_ophys import ImagingPlane
+from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import (
     NWBContainer,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_2_0.core_nwb_device import Device
 from ...core.v2_2_0.core_nwb_ecephys import ElectrodeGroup
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
-from ...core.v2_2_0.core_nwb_icephys import IntracellularElectrode, SweepTable
 from ...core.v2_2_0.core_nwb_epoch import TimeIntervals
+from ...core.v2_2_0.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_2_0.core_nwb_misc import Units
+from ...core.v2_2_0.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_2_0.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_0.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_2_0.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_2_0.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_2_0.core_nwb_device import Device
+from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 
+
 metamodel_version = "None"
 version = "2.2.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_misc.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_2_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 from ...core.v2_2_0.core_nwb_ecephys import ElectrodeGroup
-from numpydantic import NDArray, Shape
 from ...hdmf_common.v1_1_0.hdmf_common_table import (
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
-    DynamicTableRegion,
 )
 
+
 metamodel_version = "None"
 version = "2.2.0"
 
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_2_0.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.2.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_ophys.py

@@ -1,31 +1,35 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_0.core_nwb_image import ImageSeries, ImageSeriesExternalFile
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTableRegion, DynamicTable
-from ...core.v2_2_0.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_2_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_2_0.core_nwb_device import Device
+from ...core.v2_2_0.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_1_0.hdmf_common_table import DynamicTable, DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/core_nwb_retinotopy.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_0.core_nwb_image import GrayscaleImage
-from ...core.v2_2_0.core_nwb_base import NWBData, NWBDataInterface
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
+
+from ...core.v2_2_0.core_nwb_base import NWBData, NWBDataInterface
+from ...core.v2_2_0.core_nwb_image import GrayscaleImage
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_0/namespace.py

@@ -1,61 +1,78 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_0.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_2_0.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_2_0.core_nwb_device import Device
-from ...core.v2_2_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_2_0.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_2_0.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_2_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_2_0.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    Subject,
 )
 from ...core.v2_2_0.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,79 +80,66 @@ from ...core.v2_2_0.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_2_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_2_0.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
+from ...core.v2_2_0.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_2_0.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_2_0.core_nwb_file import (
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    Subject,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-)
-from ...core.v2_2_0.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_2_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_2_0.core_nwb_ophys import (
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_2_0.core_nwb_retinotopy import (
-    RetinotopyMap,
     AxisMap,
-    RetinotopyImage,
     ImagingRetinotopy,
     ImagingRetinotopyFocalDepthImage,
-)
-from ...hdmf_common.v1_1_0.hdmf_common_table import (
-    Data,
-    Index,
-    VectorData,
-    VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    Container,
-    DynamicTable,
+    RetinotopyImage,
+    RetinotopyMap,
 )
 from ...hdmf_common.v1_1_0.hdmf_common_sparse import (
     CSRMatrix,
+    CSRMatrixData,
     CSRMatrixIndices,
     CSRMatrixIndptr,
-    CSRMatrixData,
 )
+from ...hdmf_common.v1_1_0.hdmf_common_table import (
+    Container,
+    Data,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
+    Index,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.2.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_base.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_2.hdmf_common_table import Data, Container, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_1_2.hdmf_common_table import Container, Data, DynamicTable
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_2_1.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_2_1.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.2.1"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_2_1.core_nwb_device import Device
+
 from ...core.v2_2_1.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_2_1.core_nwb_device import Device
+from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_2_1.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_file.py

@@ -1,27 +1,31 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_1.core_nwb_misc import Units
-from ...core.v2_2_1.core_nwb_device import Device
-from ...core.v2_2_1.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_2_1.core_nwb_ophys import ImagingPlane
+from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import (
     NWBContainer,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_2_1.core_nwb_device import Device
 from ...core.v2_2_1.core_nwb_ecephys import ElectrodeGroup
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorData, VectorIndex
-from ...core.v2_2_1.core_nwb_icephys import IntracellularElectrode, SweepTable
 from ...core.v2_2_1.core_nwb_epoch import TimeIntervals
+from ...core.v2_2_1.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_2_1.core_nwb_misc import Units
+from ...core.v2_2_1.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_2_1.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_1.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_2_1.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_2_1.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_2_1.core_nwb_device import Device
+from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 
+
 metamodel_version = "None"
 version = "2.2.1"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_misc.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_1.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_2_1.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 from ...core.v2_2_1.core_nwb_ecephys import ElectrodeGroup
-from numpydantic import NDArray, Shape
 from ...hdmf_common.v1_1_2.hdmf_common_table import (
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
-    DynamicTableRegion,
 )
 
+
 metamodel_version = "None"
 version = "2.2.1"
 
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_2_1.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.2.1"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_ophys.py

@@ -1,31 +1,35 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_1.core_nwb_image import ImageSeries, ImageSeriesExternalFile
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTableRegion, DynamicTable
-from ...core.v2_2_1.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_2_1.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_2_1.core_nwb_device import Device
+from ...core.v2_2_1.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_1_2.hdmf_common_table import DynamicTable, DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/core_nwb_retinotopy.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_1.core_nwb_image import GrayscaleImage
-from ...core.v2_2_1.core_nwb_base import NWBData, NWBDataInterface
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
+
+from ...core.v2_2_1.core_nwb_base import NWBData, NWBDataInterface
+from ...core.v2_2_1.core_nwb_image import GrayscaleImage
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_1/namespace.py

@@ -1,61 +1,78 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_1.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_2_1.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_2_1.core_nwb_device import Device
-from ...core.v2_2_1.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_2_1.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_2_1.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_2_1.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_2_1.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    Subject,
 )
 from ...core.v2_2_1.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,79 +80,66 @@ from ...core.v2_2_1.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_2_1.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_2_1.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
+from ...core.v2_2_1.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_2_1.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_2_1.core_nwb_file import (
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    Subject,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-)
-from ...core.v2_2_1.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_2_1.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_2_1.core_nwb_ophys import (
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_2_1.core_nwb_retinotopy import (
-    RetinotopyMap,
     AxisMap,
-    RetinotopyImage,
     ImagingRetinotopy,
     ImagingRetinotopyFocalDepthImage,
-)
-from ...hdmf_common.v1_1_2.hdmf_common_table import (
-    Data,
-    Index,
-    VectorData,
-    VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    Container,
-    DynamicTable,
+    RetinotopyImage,
+    RetinotopyMap,
 )
 from ...hdmf_common.v1_1_2.hdmf_common_sparse import (
     CSRMatrix,
+    CSRMatrixData,
     CSRMatrixIndices,
     CSRMatrixIndptr,
-    CSRMatrixData,
 )
+from ...hdmf_common.v1_1_2.hdmf_common_table import (
+    Container,
+    Data,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
+    Index,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.2.1"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_base.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import Data, Container, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_1_3.hdmf_common_table import Container, Data, DynamicTable
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_2_2.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_2_2.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.2.2"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_2_2.core_nwb_device import Device
+
 from ...core.v2_2_2.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_2_2.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_2_2.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_file.py

@@ -1,27 +1,31 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_2.core_nwb_misc import Units
-from ...core.v2_2_2.core_nwb_device import Device
-from ...core.v2_2_2.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_2_2.core_nwb_ophys import ImagingPlane
+from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import (
     NWBContainer,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_2_2.core_nwb_device import Device
 from ...core.v2_2_2.core_nwb_ecephys import ElectrodeGroup
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
-from ...core.v2_2_2.core_nwb_icephys import IntracellularElectrode, SweepTable
 from ...core.v2_2_2.core_nwb_epoch import TimeIntervals
+from ...core.v2_2_2.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_2_2.core_nwb_misc import Units
+from ...core.v2_2_2.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_2_2.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_2.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_2_2.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_2_2.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_2_2.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 
+
 metamodel_version = "None"
 version = "2.2.2"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_misc.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_2.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_2_2.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 from ...core.v2_2_2.core_nwb_ecephys import ElectrodeGroup
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
-    DynamicTableRegion,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.2.2"
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_2_2.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.2.2"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_ophys.py

@@ -1,31 +1,35 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_2.core_nwb_image import ImageSeries, ImageSeriesExternalFile
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion, DynamicTable
-from ...core.v2_2_2.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_2_2.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_2_2.core_nwb_device import Device
+from ...core.v2_2_2.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/core_nwb_retinotopy.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_2.core_nwb_base import NWBDataInterface
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...core.v2_2_2.core_nwb_base import NWBDataInterface
+
 
 metamodel_version = "None"
 version = "2.2.2"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_2/namespace.py

@@ -1,61 +1,78 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_2.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_2_2.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_2_2.core_nwb_device import Device
-from ...core.v2_2_2.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_2_2.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_2_2.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_2_2.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_2_2.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    Subject,
 )
 from ...core.v2_2_2.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,55 +80,41 @@ from ...core.v2_2_2.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_2_2.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_2_2.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
+from ...core.v2_2_2.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_2_2.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_2_2.core_nwb_file import (
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    Subject,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-)
-from ...core.v2_2_2.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_2_2.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_2_2.core_nwb_ophys import (
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_2_2.core_nwb_retinotopy import (
     ImagingRetinotopy,
@@ -123,23 +126,24 @@ from ...core.v2_2_2.core_nwb_retinotopy import (
     ImagingRetinotopySignMap,
     ImagingRetinotopyVasculatureImage,
 )
+from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
+    CSRMatrix,
+    CSRMatrixData,
+    CSRMatrixIndices,
+    CSRMatrixIndptr,
+)
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
+    Container,
     Data,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
     Index,
     VectorData,
     VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    Container,
-    DynamicTable,
-)
-from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
-    CSRMatrix,
-    CSRMatrixIndices,
-    CSRMatrixIndptr,
-    CSRMatrixData,
 )
 
+
 metamodel_version = "None"
 version = "2.2.2"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_base.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import Data, Container, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_1_3.hdmf_common_table import Container, Data, DynamicTable
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_2_4.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_2_4.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.2.4"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_2_4.core_nwb_device import Device
+
 from ...core.v2_2_4.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_2_4.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_2_4.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_file.py

@@ -1,28 +1,32 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_4.core_nwb_misc import Units
-from ...core.v2_2_4.core_nwb_device import Device
-from ...core.v2_2_4.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_2_4.core_nwb_ophys import ImagingPlane
-from ...core.v2_2_4.core_nwb_ecephys import ElectrodeGroup
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
-from ...core.v2_2_4.core_nwb_icephys import IntracellularElectrode, SweepTable
-from ...core.v2_2_4.core_nwb_epoch import TimeIntervals
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import (
-    NWBData,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_2_4.core_nwb_device import Device
+from ...core.v2_2_4.core_nwb_ecephys import ElectrodeGroup
+from ...core.v2_2_4.core_nwb_epoch import TimeIntervals
+from ...core.v2_2_4.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_2_4.core_nwb_misc import Units
+from ...core.v2_2_4.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_2_4.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_4.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_2_4.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_2_4.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_2_4.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 
+
 metamodel_version = "None"
 version = "2.2.4"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_misc.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_4.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_2_4.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 from ...core.v2_2_4.core_nwb_ecephys import ElectrodeGroup
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
-    DynamicTableRegion,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.2.4"
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_2_4.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.2.4"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_ophys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import (
-    DynamicTableRegion,
-    DynamicTable,
-    VectorIndex,
-    VectorData,
-)
-from ...core.v2_2_4.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_2_4.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_2_4.core_nwb_device import Device
 from ...core.v2_2_4.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_1_3.hdmf_common_table import (
+    DynamicTable,
+    DynamicTableRegion,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/core_nwb_retinotopy.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_4.core_nwb_base import NWBDataInterface
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...core.v2_2_4.core_nwb_base import NWBDataInterface
+
 
 metamodel_version = "None"
 version = "2.2.4"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_4/namespace.py

@@ -1,61 +1,80 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_4.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_2_4.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_2_4.core_nwb_device import Device
-from ...core.v2_2_4.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_2_4.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_2_4.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_2_4.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_2_4.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    LabMetaData,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    ScratchData,
+    Subject,
 )
 from ...core.v2_2_4.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,62 +82,46 @@ from ...core.v2_2_4.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_2_4.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_2_4.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    PlaneSegmentation,
-    PlaneSegmentationImageMask,
-    PlaneSegmentationPixelMask,
-    PlaneSegmentationVoxelMask,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
-    CorrectedImageStack,
+from ...core.v2_2_4.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_2_4.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_2_4.core_nwb_file import (
-    ScratchData,
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-    LabMetaData,
-    Subject,
-)
-from ...core.v2_2_4.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_2_4.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_2_4.core_nwb_ophys import (
+    CorrectedImageStack,
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    PlaneSegmentation,
+    PlaneSegmentationImageMask,
+    PlaneSegmentationPixelMask,
+    PlaneSegmentationVoxelMask,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_2_4.core_nwb_retinotopy import (
     ImagingRetinotopy,
@@ -130,23 +133,24 @@ from ...core.v2_2_4.core_nwb_retinotopy import (
     ImagingRetinotopySignMap,
     ImagingRetinotopyVasculatureImage,
 )
+from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
+    CSRMatrix,
+    CSRMatrixData,
+    CSRMatrixIndices,
+    CSRMatrixIndptr,
+)
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
+    Container,
     Data,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
     Index,
     VectorData,
     VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    Container,
-    DynamicTable,
-)
-from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
-    CSRMatrix,
-    CSRMatrixIndices,
-    CSRMatrixIndptr,
-    CSRMatrixData,
 )
 
+
 metamodel_version = "None"
 version = "2.2.4"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_base.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import Data, Container, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_1_3.hdmf_common_table import Container, Data, DynamicTable
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_2_5.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_2_5.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.2.5"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_2_5.core_nwb_device import Device
+
 from ...core.v2_2_5.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_2_5.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_2_5.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_file.py

@@ -1,28 +1,32 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_5.core_nwb_misc import Units
-from ...core.v2_2_5.core_nwb_device import Device
-from ...core.v2_2_5.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_2_5.core_nwb_ophys import ImagingPlane
-from ...core.v2_2_5.core_nwb_ecephys import ElectrodeGroup
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
-from ...core.v2_2_5.core_nwb_icephys import IntracellularElectrode, SweepTable
-from ...core.v2_2_5.core_nwb_epoch import TimeIntervals
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import (
-    NWBData,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_2_5.core_nwb_device import Device
+from ...core.v2_2_5.core_nwb_ecephys import ElectrodeGroup
+from ...core.v2_2_5.core_nwb_epoch import TimeIntervals
+from ...core.v2_2_5.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_2_5.core_nwb_misc import Units
+from ...core.v2_2_5.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_2_5.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_5.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_2_5.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_2_5.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_2_5.core_nwb_device import Device
+from ...hdmf_common.v1_1_3.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 
+
 metamodel_version = "None"
 version = "2.2.5"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_misc.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_2_5.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_2_5.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
 from ...core.v2_2_5.core_nwb_ecephys import ElectrodeGroup
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
-    DynamicTableRegion,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.2.5"
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_2_5.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.2.5"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_ophys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_1_3.hdmf_common_table import (
-    DynamicTableRegion,
-    DynamicTable,
-    VectorIndex,
-    VectorData,
-)
-from ...core.v2_2_5.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_2_5.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_2_5.core_nwb_device import Device
 from ...core.v2_2_5.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_1_3.hdmf_common_table import (
+    DynamicTable,
+    DynamicTableRegion,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/core_nwb_retinotopy.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_2_5.core_nwb_base import NWBDataInterface
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...core.v2_2_5.core_nwb_base import NWBDataInterface
+
 
 metamodel_version = "None"
 version = "2.2.5"

nwb_models/src/nwb_models/models/pydantic/core/v2_2_5/namespace.py

@@ -1,61 +1,80 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_2_5.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_2_5.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_2_5.core_nwb_device import Device
-from ...core.v2_2_5.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_2_5.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_2_5.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_2_5.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_2_5.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    LabMetaData,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    ScratchData,
+    Subject,
 )
 from ...core.v2_2_5.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,62 +82,46 @@ from ...core.v2_2_5.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_2_5.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_2_5.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    PlaneSegmentation,
-    PlaneSegmentationImageMask,
-    PlaneSegmentationPixelMask,
-    PlaneSegmentationVoxelMask,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
-    CorrectedImageStack,
+from ...core.v2_2_5.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_2_5.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_2_5.core_nwb_file import (
-    ScratchData,
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-    LabMetaData,
-    Subject,
-)
-from ...core.v2_2_5.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_2_5.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_2_5.core_nwb_ophys import (
+    CorrectedImageStack,
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    PlaneSegmentation,
+    PlaneSegmentationImageMask,
+    PlaneSegmentationPixelMask,
+    PlaneSegmentationVoxelMask,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_2_5.core_nwb_retinotopy import (
     ImagingRetinotopy,
@@ -130,23 +133,24 @@ from ...core.v2_2_5.core_nwb_retinotopy import (
     ImagingRetinotopySignMap,
     ImagingRetinotopyVasculatureImage,
 )
+from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
+    CSRMatrix,
+    CSRMatrixData,
+    CSRMatrixIndices,
+    CSRMatrixIndptr,
+)
 from ...hdmf_common.v1_1_3.hdmf_common_table import (
+    Container,
     Data,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
     Index,
     VectorData,
     VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    Container,
-    DynamicTable,
-)
-from ...hdmf_common.v1_1_3.hdmf_common_sparse import (
-    CSRMatrix,
-    CSRMatrixIndices,
-    CSRMatrixIndptr,
-    CSRMatrixData,
 )
 
+
 metamodel_version = "None"
 version = "2.2.5"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_base.py

@@ -1,16 +1,20 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...hdmf_common.v1_5_0.hdmf_common_base import Data, Container
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...hdmf_common.v1_5_0.hdmf_common_base import Container, Data
 from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable
 
+
 metamodel_version = "None"
 version = "2.3.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_3_0.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_3_0.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.3.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_3_0.core_nwb_device import Device
+
 from ...core.v2_3_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_3_0.core_nwb_device import Device
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_3_0.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_file.py

@@ -1,28 +1,32 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_3_0.core_nwb_misc import Units
-from ...core.v2_3_0.core_nwb_device import Device
-from ...core.v2_3_0.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_3_0.core_nwb_ophys import ImagingPlane
-from ...core.v2_3_0.core_nwb_ecephys import ElectrodeGroup
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
-from ...core.v2_3_0.core_nwb_icephys import IntracellularElectrode, SweepTable
-from ...core.v2_3_0.core_nwb_epoch import TimeIntervals
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import (
-    NWBData,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_3_0.core_nwb_device import Device
+from ...core.v2_3_0.core_nwb_ecephys import ElectrodeGroup
+from ...core.v2_3_0.core_nwb_epoch import TimeIntervals
+from ...core.v2_3_0.core_nwb_icephys import IntracellularElectrode, SweepTable
+from ...core.v2_3_0.core_nwb_misc import Units
+from ...core.v2_3_0.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_3_0.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_icephys.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_3_0.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-)
-from ...core.v2_3_0.core_nwb_device import Device
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_3_0.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_3_0.core_nwb_device import Device
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_3_0.core_nwb_device import Device
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
+from ...core.v2_3_0.core_nwb_device import Device
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_misc.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_3_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from ...core.v2_3_0.core_nwb_ecephys import ElectrodeGroup
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_3_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
+from ...core.v2_3_0.core_nwb_ecephys import ElectrodeGroup
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTableRegion,
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.3.0"
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_3_0.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.3.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_ophys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTableRegion,
-    DynamicTable,
-    VectorIndex,
-    VectorData,
-)
-from ...core.v2_3_0.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_3_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_3_0.core_nwb_device import Device
 from ...core.v2_3_0.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_5_0.hdmf_common_table import (
+    DynamicTable,
+    DynamicTableRegion,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/core_nwb_retinotopy.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_3_0.core_nwb_base import NWBDataInterface
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...core.v2_3_0.core_nwb_base import NWBDataInterface
+
 
 metamodel_version = "None"
 version = "2.3.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_3_0/namespace.py

@@ -1,61 +1,80 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_3_0.core_nwb_base import (
-    NWBData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_3_0.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_3_0.core_nwb_device import Device
-from ...core.v2_3_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_3_0.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_3_0.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_3_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_3_0.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    LabMetaData,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    ScratchData,
+    Subject,
 )
 from ...core.v2_3_0.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -63,62 +82,46 @@ from ...core.v2_3_0.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
 )
-from ...core.v2_3_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_3_0.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    PlaneSegmentation,
-    PlaneSegmentationImageMask,
-    PlaneSegmentationPixelMask,
-    PlaneSegmentationVoxelMask,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
-    CorrectedImageStack,
+from ...core.v2_3_0.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_3_0.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_3_0.core_nwb_file import (
-    ScratchData,
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-    LabMetaData,
-    Subject,
-)
-from ...core.v2_3_0.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_3_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_3_0.core_nwb_ophys import (
+    CorrectedImageStack,
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    PlaneSegmentation,
+    PlaneSegmentationImageMask,
+    PlaneSegmentationPixelMask,
+    PlaneSegmentationVoxelMask,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_3_0.core_nwb_retinotopy import (
     ImagingRetinotopy,
@@ -130,26 +133,27 @@ from ...core.v2_3_0.core_nwb_retinotopy import (
     ImagingRetinotopySignMap,
     ImagingRetinotopyVasculatureImage,
 )
-from ...hdmf_experimental.v0_1_0.hdmf_experimental_experimental import EnumData
-from ...hdmf_common.v1_5_0.hdmf_common_base import Data, Container, SimpleMultiContainer
+from ...hdmf_common.v1_5_0.hdmf_common_base import Container, Data, SimpleMultiContainer
+from ...hdmf_common.v1_5_0.hdmf_common_sparse import CSRMatrix, CSRMatrixData
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
+    AlignedDynamicTable,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
     VectorData,
     VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    DynamicTable,
-    AlignedDynamicTable,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_sparse import CSRMatrix, CSRMatrixData
+from ...hdmf_experimental.v0_1_0.hdmf_experimental_experimental import EnumData
 from ...hdmf_experimental.v0_1_0.hdmf_experimental_resources import (
     ExternalResources,
-    ExternalResourcesKeys,
     ExternalResourcesEntities,
-    ExternalResourcesResources,
-    ExternalResourcesObjects,
+    ExternalResourcesKeys,
     ExternalResourcesObjectKeys,
+    ExternalResourcesObjects,
+    ExternalResourcesResources,
 )
 
+
 metamodel_version = "None"
 version = "2.3.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_base.py

@@ -1,28 +1,32 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-import numpy as np
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
 from typing import (
     Any,
     ClassVar,
-    List,
-    Literal,
     Dict,
-    Optional,
-    Union,
     Generic,
     Iterable,
+    List,
+    Literal,
+    Optional,
     Tuple,
     TypeVar,
+    Union,
     overload,
 )
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator, model_validator
-from ...hdmf_common.v1_5_0.hdmf_common_base import Data, Container
+
+import numpy as np
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import VectorData, DynamicTable
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator, model_validator
+
+from ...hdmf_common.v1_5_0.hdmf_common_base import Container, Data
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_4_0.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_4_0.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.4.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_4_0.core_nwb_device import Device
+
 from ...core.v2_4_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_4_0.core_nwb_device import Device
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
 from ...core.v2_4_0.core_nwb_base import TimeSeries
-from numpydantic import NDArray, Shape
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_file.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_4_0.core_nwb_misc import Units
-from ...core.v2_4_0.core_nwb_device import Device
-from ...core.v2_4_0.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_4_0.core_nwb_ophys import ImagingPlane
-from ...core.v2_4_0.core_nwb_ecephys import ElectrodeGroup
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
-from ...core.v2_4_0.core_nwb_icephys import (
-    IntracellularElectrode,
-    SweepTable,
-    IntracellularRecordingsTable,
-    SimultaneousRecordingsTable,
-    SequentialRecordingsTable,
-    RepetitionsTable,
-    ExperimentalConditionsTable,
-)
-from ...core.v2_4_0.core_nwb_epoch import TimeIntervals
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import (
-    NWBData,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
 )
+from ...core.v2_4_0.core_nwb_device import Device
+from ...core.v2_4_0.core_nwb_ecephys import ElectrodeGroup
+from ...core.v2_4_0.core_nwb_epoch import TimeIntervals
+from ...core.v2_4_0.core_nwb_icephys import (
+    ExperimentalConditionsTable,
+    IntracellularElectrode,
+    IntracellularRecordingsTable,
+    RepetitionsTable,
+    SequentialRecordingsTable,
+    SimultaneousRecordingsTable,
+    SweepTable,
+)
+from ...core.v2_4_0.core_nwb_misc import Units
+from ...core.v2_4_0.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_4_0.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_icephys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_4_0.core_nwb_device import Device
-from ...core.v2_4_0.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-    TimeSeriesReferenceVectorData,
-)
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_4_0.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesReferenceVectorData,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_4_0.core_nwb_device import Device
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTable,
-    VectorIndex,
-    VectorData,
     AlignedDynamicTable,
+    DynamicTable,
     DynamicTableRegion,
+    VectorData,
+    VectorIndex,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_image.py

@@ -1,15 +1,19 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_4_0.core_nwb_device import Device
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import Image, TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
+from ...core.v2_4_0.core_nwb_device import Device
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_misc.py

@@ -1,29 +1,33 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_4_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
-from ...core.v2_4_0.core_nwb_ecephys import ElectrodeGroup
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_4_0.core_nwb_base import TimeSeries, TimeSeriesStartingTime, TimeSeriesSync
+from ...core.v2_4_0.core_nwb_ecephys import ElectrodeGroup
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTableRegion,
     DynamicTable,
+    DynamicTableRegion,
     VectorData,
     VectorIndex,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.4.0"
@@ -178,7 +182,7 @@ class AbstractFeatureSeriesData(ConfiguredBaseModel):
         json_schema_extra={"linkml_meta": {"equals_string": "data", "ifabsent": "string(data)"}},
     )
     unit: Optional[str] = Field(
-        "see 'feature_units'",
+        "see ",
         description="""Since there can be different units for different features, store the units in 'feature_units'. The default value for this attribute is \"see 'feature_units'\".""",
         json_schema_extra={"linkml_meta": {"ifabsent": "string(see 'feature_units')"}},
     )

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_ogen.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import (
+    NWBContainer,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBContainer,
 )
 from ...core.v2_4_0.core_nwb_device import Device
 
+
 metamodel_version = "None"
 version = "2.4.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_ophys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTableRegion,
-    DynamicTable,
-    VectorIndex,
-    VectorData,
-)
-from ...core.v2_4_0.core_nwb_device import Device
-from numpydantic import NDArray, Shape
+
 from ...core.v2_4_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
+    TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    TimeSeries,
-    NWBDataInterface,
-    NWBContainer,
 )
+from ...core.v2_4_0.core_nwb_device import Device
 from ...core.v2_4_0.core_nwb_image import ImageSeries, ImageSeriesExternalFile
+from ...hdmf_common.v1_5_0.hdmf_common_table import (
+    DynamicTable,
+    DynamicTableRegion,
+    VectorData,
+    VectorIndex,
+)
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/core_nwb_retinotopy.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_4_0.core_nwb_base import NWBDataInterface
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
+from ...core.v2_4_0.core_nwb_base import NWBDataInterface
+
 
 metamodel_version = "None"
 version = "2.4.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_4_0/namespace.py

@@ -1,62 +1,93 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_4_0.core_nwb_base import (
-    NWBData,
-    TimeSeriesReferenceVectorData,
     Image,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
+    ProcessingModule,
     TimeSeries,
     TimeSeriesData,
+    TimeSeriesReferenceVectorData,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    ProcessingModule,
-    Images,
+)
+from ...core.v2_4_0.core_nwb_behavior import (
+    BehavioralEpochs,
+    BehavioralEvents,
+    BehavioralTimeSeries,
+    CompassDirection,
+    EyeTracking,
+    Position,
+    PupilTracking,
+    SpatialSeries,
+    SpatialSeriesData,
 )
 from ...core.v2_4_0.core_nwb_device import Device
-from ...core.v2_4_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
-from ...core.v2_4_0.core_nwb_image import (
-    GrayscaleImage,
-    RGBImage,
-    RGBAImage,
-    ImageSeries,
-    ImageSeriesExternalFile,
-    ImageMaskSeries,
-    OpticalSeries,
-    IndexSeries,
-)
 from ...core.v2_4_0.core_nwb_ecephys import (
-    ElectricalSeries,
-    SpikeEventSeries,
-    FeatureExtraction,
-    EventDetection,
-    EventWaveform,
-    FilteredEphys,
-    LFP,
-    ElectrodeGroup,
-    ElectrodeGroupPosition,
     ClusterWaveforms,
     Clustering,
+    ElectricalSeries,
+    ElectrodeGroup,
+    ElectrodeGroupPosition,
+    EventDetection,
+    EventWaveform,
+    FeatureExtraction,
+    FilteredEphys,
+    LFP,
+    SpikeEventSeries,
+)
+from ...core.v2_4_0.core_nwb_epoch import TimeIntervals, TimeIntervalsTimeseries
+from ...core.v2_4_0.core_nwb_file import (
+    ExtracellularEphysElectrodes,
+    GeneralExtracellularEphys,
+    GeneralIntracellularEphys,
+    GeneralSourceScript,
+    LabMetaData,
+    NWBFile,
+    NWBFileGeneral,
+    NWBFileIntervals,
+    NWBFileStimulus,
+    ScratchData,
+    Subject,
 )
 from ...core.v2_4_0.core_nwb_icephys import (
-    PatchClampSeries,
-    PatchClampSeriesData,
     CurrentClampSeries,
     CurrentClampSeriesData,
-    IZeroClampSeries,
     CurrentClampStimulusSeries,
     CurrentClampStimulusSeriesData,
+    ExperimentalConditionsTable,
+    ExperimentalConditionsTableRepetitions,
+    IZeroClampSeries,
+    IntracellularElectrode,
+    IntracellularElectrodesTable,
+    IntracellularRecordingsTable,
+    IntracellularResponsesTable,
+    IntracellularStimuliTable,
+    PatchClampSeries,
+    PatchClampSeriesData,
+    RepetitionsTable,
+    RepetitionsTableSequentialRecordings,
+    SequentialRecordingsTable,
+    SequentialRecordingsTableSimultaneousRecordings,
+    SimultaneousRecordingsTable,
+    SimultaneousRecordingsTableRecordings,
+    SweepTable,
     VoltageClampSeries,
-    VoltageClampSeriesData,
     VoltageClampSeriesCapacitanceFast,
     VoltageClampSeriesCapacitanceSlow,
+    VoltageClampSeriesData,
     VoltageClampSeriesResistanceCompBandwidth,
     VoltageClampSeriesResistanceCompCorrection,
     VoltageClampSeriesResistanceCompPrediction,
@@ -64,74 +95,46 @@ from ...core.v2_4_0.core_nwb_icephys import (
     VoltageClampSeriesWholeCellSeriesResistanceComp,
     VoltageClampStimulusSeries,
     VoltageClampStimulusSeriesData,
-    IntracellularElectrode,
-    SweepTable,
-    IntracellularElectrodesTable,
-    IntracellularStimuliTable,
-    IntracellularResponsesTable,
-    IntracellularRecordingsTable,
-    SimultaneousRecordingsTable,
-    SimultaneousRecordingsTableRecordings,
-    SequentialRecordingsTable,
-    SequentialRecordingsTableSimultaneousRecordings,
-    RepetitionsTable,
-    RepetitionsTableSequentialRecordings,
-    ExperimentalConditionsTable,
-    ExperimentalConditionsTableRepetitions,
 )
-from ...core.v2_4_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
-from ...core.v2_4_0.core_nwb_ophys import (
-    TwoPhotonSeries,
-    RoiResponseSeries,
-    DfOverF,
-    Fluorescence,
-    ImageSegmentation,
-    PlaneSegmentation,
-    PlaneSegmentationImageMask,
-    PlaneSegmentationPixelMask,
-    PlaneSegmentationVoxelMask,
-    ImagingPlane,
-    ImagingPlaneManifold,
-    ImagingPlaneOriginCoords,
-    ImagingPlaneGridSpacing,
-    OpticalChannel,
-    MotionCorrection,
-    CorrectedImageStack,
+from ...core.v2_4_0.core_nwb_image import (
+    GrayscaleImage,
+    ImageMaskSeries,
+    ImageSeries,
+    ImageSeriesExternalFile,
+    IndexSeries,
+    OpticalSeries,
+    RGBAImage,
+    RGBImage,
 )
 from ...core.v2_4_0.core_nwb_misc import (
     AbstractFeatureSeries,
     AbstractFeatureSeriesData,
     AnnotationSeries,
-    IntervalSeries,
     DecompositionSeries,
-    DecompositionSeriesData,
     DecompositionSeriesBands,
+    DecompositionSeriesData,
+    IntervalSeries,
     Units,
     UnitsSpikeTimes,
 )
-from ...core.v2_4_0.core_nwb_file import (
-    ScratchData,
-    NWBFile,
-    NWBFileStimulus,
-    NWBFileGeneral,
-    GeneralSourceScript,
-    GeneralExtracellularEphys,
-    ExtracellularEphysElectrodes,
-    GeneralIntracellularEphys,
-    NWBFileIntervals,
-    LabMetaData,
-    Subject,
-)
-from ...core.v2_4_0.core_nwb_behavior import (
-    SpatialSeries,
-    SpatialSeriesData,
-    BehavioralEpochs,
-    BehavioralEvents,
-    BehavioralTimeSeries,
-    PupilTracking,
-    EyeTracking,
-    CompassDirection,
-    Position,
+from ...core.v2_4_0.core_nwb_ogen import OptogeneticSeries, OptogeneticStimulusSite
+from ...core.v2_4_0.core_nwb_ophys import (
+    CorrectedImageStack,
+    DfOverF,
+    Fluorescence,
+    ImageSegmentation,
+    ImagingPlane,
+    ImagingPlaneGridSpacing,
+    ImagingPlaneManifold,
+    ImagingPlaneOriginCoords,
+    MotionCorrection,
+    OpticalChannel,
+    PlaneSegmentation,
+    PlaneSegmentationImageMask,
+    PlaneSegmentationPixelMask,
+    PlaneSegmentationVoxelMask,
+    RoiResponseSeries,
+    TwoPhotonSeries,
 )
 from ...core.v2_4_0.core_nwb_retinotopy import (
     ImagingRetinotopy,
@@ -143,26 +146,27 @@ from ...core.v2_4_0.core_nwb_retinotopy import (
     ImagingRetinotopySignMap,
     ImagingRetinotopyVasculatureImage,
 )
-from ...hdmf_experimental.v0_1_0.hdmf_experimental_experimental import EnumData
-from ...hdmf_common.v1_5_0.hdmf_common_base import Data, Container, SimpleMultiContainer
+from ...hdmf_common.v1_5_0.hdmf_common_base import Container, Data, SimpleMultiContainer
+from ...hdmf_common.v1_5_0.hdmf_common_sparse import CSRMatrix, CSRMatrixData
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
+    AlignedDynamicTable,
+    DynamicTable,
+    DynamicTableRegion,
+    ElementIdentifiers,
     VectorData,
     VectorIndex,
-    ElementIdentifiers,
-    DynamicTableRegion,
-    DynamicTable,
-    AlignedDynamicTable,
 )
-from ...hdmf_common.v1_5_0.hdmf_common_sparse import CSRMatrix, CSRMatrixData
+from ...hdmf_experimental.v0_1_0.hdmf_experimental_experimental import EnumData
 from ...hdmf_experimental.v0_1_0.hdmf_experimental_resources import (
     ExternalResources,
-    ExternalResourcesKeys,
     ExternalResourcesEntities,
-    ExternalResourcesResources,
-    ExternalResourcesObjects,
+    ExternalResourcesKeys,
     ExternalResourcesObjectKeys,
+    ExternalResourcesObjects,
+    ExternalResourcesResources,
 )
 
+
 metamodel_version = "None"
 version = "2.4.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_base.py

@@ -1,40 +1,44 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-import numpy as np
-from ...hdmf_common.v1_5_0.hdmf_common_base import Data, Container
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import VectorData, DynamicTable
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
 from typing import (
+    Annotated,
     Any,
     ClassVar,
-    List,
-    Literal,
     Dict,
-    Optional,
-    Union,
     Generic,
     Iterable,
+    List,
+    Literal,
+    Optional,
     Tuple,
-    TypeVar,
-    overload,
-    Annotated,
     Type,
+    TypeVar,
+    Union,
+    overload,
 )
+
+import numpy as np
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
+    ValidationInfo,
     field_validator,
     model_validator,
-    ValidationInfo,
-    BeforeValidator,
 )
 
+from ...hdmf_common.v1_5_0.hdmf_common_base import Container, Data
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
+
+
 metamodel_version = "None"
 version = "2.5.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_behavior.py

@@ -1,20 +1,24 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
 from numpydantic import NDArray, Shape
-from ...core.v2_5_0.core_nwb_misc import IntervalSeries
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_5_0.core_nwb_base import (
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
 )
+from ...core.v2_5_0.core_nwb_misc import IntervalSeries
+
 
 metamodel_version = "None"
 version = "2.5.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_device.py

@@ -1,14 +1,18 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_5_0.core_nwb_base import NWBContainer
 
+
 metamodel_version = "None"
 version = "2.5.0"
 

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_ecephys.py

@@ -1,30 +1,34 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from ...core.v2_5_0.core_nwb_device import Device
+
 from ...core.v2_5_0.core_nwb_base import (
+    NWBContainer,
+    NWBDataInterface,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    NWBDataInterface,
-    NWBContainer,
 )
-from numpydantic import NDArray, Shape
+from ...core.v2_5_0.core_nwb_device import Device
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTableRegion
+
 
 metamodel_version = "None"
 version = "2.5.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_epoch.py

@@ -1,23 +1,27 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_5_0.core_nwb_base import TimeSeriesReferenceVectorData
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
-from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorIndex, VectorData
+
+from ...core.v2_5_0.core_nwb_base import TimeSeriesReferenceVectorData
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData, VectorIndex
+
 
 metamodel_version = "None"
 version = "2.5.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_file.py

@@ -1,37 +1,41 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_5_0.core_nwb_misc import Units
-from ...core.v2_5_0.core_nwb_device import Device
-from ...core.v2_5_0.core_nwb_ogen import OptogeneticStimulusSite
-from ...core.v2_5_0.core_nwb_ophys import ImagingPlane
-from ...core.v2_5_0.core_nwb_ecephys import ElectrodeGroup
 from numpydantic import NDArray, Shape
-from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
-from ...core.v2_5_0.core_nwb_icephys import (
-    IntracellularElectrode,
-    SweepTable,
-    IntracellularRecordingsTable,
-    SimultaneousRecordingsTable,
-    SequentialRecordingsTable,
-    RepetitionsTable,
-    ExperimentalConditionsTable,
-)
-from ...core.v2_5_0.core_nwb_epoch import TimeIntervals
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_5_0.core_nwb_base import (
-    NWBData,
+    Images,
     NWBContainer,
+    NWBData,
     NWBDataInterface,
     ProcessingModule,
     TimeSeries,
-    Images,
 )
+from ...core.v2_5_0.core_nwb_device import Device
+from ...core.v2_5_0.core_nwb_ecephys import ElectrodeGroup
+from ...core.v2_5_0.core_nwb_epoch import TimeIntervals
+from ...core.v2_5_0.core_nwb_icephys import (
+    ExperimentalConditionsTable,
+    IntracellularElectrode,
+    IntracellularRecordingsTable,
+    RepetitionsTable,
+    SequentialRecordingsTable,
+    SimultaneousRecordingsTable,
+    SweepTable,
+)
+from ...core.v2_5_0.core_nwb_misc import Units
+from ...core.v2_5_0.core_nwb_ogen import OptogeneticStimulusSite
+from ...core.v2_5_0.core_nwb_ophys import ImagingPlane
+from ...hdmf_common.v1_5_0.hdmf_common_table import DynamicTable, VectorData
+
 
 metamodel_version = "None"
 version = "2.5.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_icephys.py

@@ -1,36 +1,40 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Annotated, Any, ClassVar, Dict, List, Literal, Optional, Type, TypeVar, Union
+
 import numpy as np
-from ...core.v2_5_0.core_nwb_device import Device
-from ...core.v2_5_0.core_nwb_base import (
-    TimeSeries,
-    TimeSeriesStartingTime,
-    TimeSeriesSync,
-    NWBContainer,
-    TimeSeriesReferenceVectorData,
-)
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union, Annotated, Type, TypeVar
+from numpydantic import NDArray, Shape
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     ConfigDict,
     Field,
     RootModel,
-    field_validator,
     ValidationInfo,
-    BeforeValidator,
+    field_validator,
 )
+
+from ...core.v2_5_0.core_nwb_base import (
+    NWBContainer,
+    TimeSeries,
+    TimeSeriesReferenceVectorData,
+    TimeSeriesStartingTime,
+    TimeSeriesSync,
+)
+from ...core.v2_5_0.core_nwb_device import Device
 from ...hdmf_common.v1_5_0.hdmf_common_table import (
-    DynamicTable,
-    VectorIndex,
-    VectorData,
     AlignedDynamicTable,
+    DynamicTable,
     DynamicTableRegion,
+    VectorData,
+    VectorIndex,
 )
-from numpydantic import NDArray, Shape
+
 
 metamodel_version = "None"
 version = "2.5.0"

nwb_models/src/nwb_models/models/pydantic/core/v2_5_0/core_nwb_image.py

@@ -1,21 +1,25 @@
 from __future__ import annotations
-from datetime import datetime, date
-from decimal import Decimal
-from enum import Enum
+
 import re
 import sys
-from typing import Any, ClassVar, List, Literal, Dict, Optional, Union
-from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+from datetime import date, datetime, time
+from decimal import Decimal
+from enum import Enum
+from typing import Any, ClassVar, Dict, List, Literal, Optional, Union
+
 import numpy as np
-from ...core.v2_5_0.core_nwb_device import Device
 from numpydantic import NDArray, Shape
+from pydantic import BaseModel, ConfigDict, Field, RootModel, field_validator
+
 from ...core.v2_5_0.core_nwb_base import (
     Image,
+    Images,
     TimeSeries,
     TimeSeriesStartingTime,
     TimeSeriesSync,
-    Images,
 )
+from ...core.v2_5_0.core_nwb_device import Device
+
 
 metamodel_version = "None"
 version = "2.5.0"