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getter.py
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48 lines (28 loc) · 1.02 KB
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from typing import TYPE_CHECKING
from docarray.dataclasses.enums import DocumentMetadata, ImageType
if TYPE_CHECKING: # pragma: no cover
from docarray import Document
def image_getter(doc: 'Document'):
if doc._metadata[DocumentMetadata.IMAGE_TYPE] == ImageType.URI:
return doc.uri
elif doc._metadata[DocumentMetadata.IMAGE_TYPE] == ImageType.PIL:
from PIL import Image
return Image.fromarray(doc.tensor)
elif doc._metadata[DocumentMetadata.IMAGE_TYPE] == ImageType.NDARRAY:
return doc.tensor
def text_getter(doc: 'Document'):
return doc.text
def uri_getter(doc: 'Document'):
return doc.uri
def audio_getter(doc: 'Document'):
return doc.uri or doc.tensor
def video_getter(doc: 'Document'):
return doc.uri or doc.tensor
def mesh_getter(doc: 'Document'):
return doc.uri or doc.tensor
def tabular_getter(doc: 'Document'):
return doc.uri
def blob_getter(doc: 'Document'):
return doc.uri or doc.blob
def json_getter(doc: 'Document'):
return doc.tags