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⚡️ Speed up function merge_out_layout_with_ocr_layout by 37% in PR #4169 (fix/partially-filled-inferred-layout-mark-as-not-extracted) #4171

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⚡️ Speed up function merge_out_layout_with_ocr_layout by 37% in PR #4169 (fix/partially-filled-inferred-layout-mark-as-not-extracted) #4171

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9 changes: 5 additions & 4 deletions unstructured/partition/pdf_image/pdfminer_processing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -811,16 +811,17 @@ def aggregate_embedded_text_by_block(
.astype(bool)
)

text = " ".join([text for text in source_regions.slice(mask).texts if text])
sliced_source = source_regions.slice(mask)
text = " ".join([text for text in sliced_source.texts if text])

if sum(mask):
source_bboxes = source_regions.slice(mask).element_coords
if mask.sum():
source_bboxes = sliced_source.element_coords
target_bboxes = target_region.element_coords

iou = _aggregated_iou(source_bboxes, target_bboxes[0, :])

fully_filled = (
all(flag == IsExtracted.TRUE for flag in source_regions.slice(mask).is_extracted_array)
all(flag == IsExtracted.TRUE for flag in sliced_source.is_extracted_array)
and iou > text_coverage_threshold
)
is_extracted = IsExtracted.TRUE if fully_filled else IsExtracted.PARTIAL
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