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__init__.py
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78 lines (68 loc) · 3.16 KB
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import types
from typing_extensions import TYPE_CHECKING
from docarray.typing.tensor.audio import AudioNdArray
from docarray.typing.tensor.embedding import AnyEmbedding, NdArrayEmbedding
from docarray.typing.tensor.image import ImageNdArray, ImageTensor
from docarray.typing.tensor.ndarray import NdArray
from docarray.typing.tensor.tensor import AnyTensor
from docarray.typing.tensor.video import VideoNdArray
from docarray.utils._internal.misc import (
_get_path_from_docarray_root_level,
import_library,
)
if TYPE_CHECKING:
from docarray.typing.tensor.audio import AudioJaxArray # noqa: F401
from docarray.typing.tensor.audio import AudioTensorFlowTensor # noqa: F401
from docarray.typing.tensor.audio import AudioTorchTensor # noqa: F401
from docarray.typing.tensor.embedding import JaxArrayEmbedding # noqa F401
from docarray.typing.tensor.embedding import TensorFlowEmbedding # noqa: F401
from docarray.typing.tensor.embedding import TorchEmbedding # noqa: F401
from docarray.typing.tensor.image import ImageJaxArray # noqa: F401
from docarray.typing.tensor.image import ImageTensorFlowTensor # noqa: F401
from docarray.typing.tensor.image import ImageTorchTensor # noqa: F401
from docarray.typing.tensor.jaxarray import JaxArray # noqa: F401
from docarray.typing.tensor.tensorflow_tensor import TensorFlowTensor # noqa: F401
from docarray.typing.tensor.torch_tensor import TorchTensor # noqa: F401
from docarray.typing.tensor.video import VideoJaxArray # noqa: F401
from docarray.typing.tensor.video import VideoTensorFlowTensor # noqa: F401
from docarray.typing.tensor.video import VideoTorchTensor # noqa: F401
__all__ = [
'NdArray',
'AnyTensor',
'AnyEmbedding',
'NdArrayEmbedding',
'ImageNdArray',
'ImageTensor',
'AudioNdArray',
'VideoNdArray',
]
def __getattr__(name: str):
if 'Torch' in name:
import_library('torch', raise_error=True)
elif 'TensorFlow' in name:
import_library('tensorflow', raise_error=True)
elif 'Jax' in name:
import_library('jax', raise_error=True)
lib: types.ModuleType
if name == 'TorchTensor':
import docarray.typing.tensor.torch_tensor as lib
elif name == 'TensorFlowTensor':
import docarray.typing.tensor.tensorflow_tensor as lib
elif name == 'JaxArray':
import docarray.typing.tensor.jaxarray as lib
elif name in ['TorchEmbedding', 'TensorFlowEmbedding', 'JaxArrayEmbedding']:
import docarray.typing.tensor.embedding as lib
elif name in ['ImageTorchTensor', 'ImageTensorFlowTensor', 'ImageJaxArray']:
import docarray.typing.tensor.image as lib
elif name in ['AudioTorchTensor', 'AudioTensorFlowTensor', 'AudioJaxArray']:
import docarray.typing.tensor.audio as lib
elif name in ['VideoTorchTensor', 'VideoTensorFlowTensor', 'VideoJaxArray']:
import docarray.typing.tensor.video as lib
else:
raise ImportError(
f'cannot import name \'{name}\' from \'{_get_path_from_docarray_root_level(__file__)}\''
)
tensor_cls = getattr(lib, name)
if name not in __all__:
__all__.append(name)
return tensor_cls