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from google.cloud import vision_v1
def sample_batch_annotate_files(file_path="path/to/your/document.pdf"):
"""Perform batch file annotation."""
client = vision_v1.ImageAnnotatorClient()
# Supported mime_type: application/pdf, image/tiff, image/gif
mime_type = "application/pdf"
with io.open(file_path, "rb") as f:
content = f.read()
input_config = {"mime_type": mime_type, "content": content}
features = [{"type_": vision_v1.Feature.Type.DOCUMENT_TEXT_DETECTION}]
# The service can process up to 5 pages per document file. Here we specify
# the first, second, and last page of the document to be processed.
pages = [1, 2, -1]
requests = [{"input_config": input_config, "features": features, "pages": pages}]
response = client.batch_annotate_files(requests=requests)
for image_response in response.responses[0].responses:
print(u"Full text: {}".format(image_response.full_text_annotation.text))
for page in image_response.full_text_annotation.pages:
for block in page.blocks:
print(u"nBlock confidence: {}".format(block.confidence))
for par in block.paragraphs:
print(u"tParagraph confidence: {}".format(par.confidence))
for word in par.words:
print(u"ttWord confidence: {}".format(word.confidence))
for symbol in word.symbols:
print(
u"tttSymbol: {}, (confidence: {})".format(
symbol.text, symbol.confidence
)
)
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