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feat: Improvements in the DoclingEvalCOCOExporter #149

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feat: Improvements in the DoclingEvalCOCOExporter #149

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12 changes: 7 additions & 5 deletions docling_eval/utils/coco_exporter.py
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Original file line number Diff line number Diff line change
Expand Up @@ -123,7 +123,7 @@ def export_COCO(
extra_doc_label_to_valid_label_mapping: dict[
DocItemLabel, Optional[DocItemLabel]
],
source_doc_column: str = "GT",
use_pred_doc: bool = False, # If True the gt_doc is used, otherwise the pred_doc
):
r"""
Parameters
Expand Down Expand Up @@ -171,7 +171,7 @@ def export_COCO(
data_record = DatasetRecordWithPrediction.model_validate(data)
doc_id = data_record.doc_id

if data_record.predicted_doc is not None and source_doc_column == "pred":
if data_record.predicted_doc is not None and use_pred_doc:
doc = data_record.predicted_doc
_log.info("Dataset document to export: 'predicted_doc'")
else:
Expand Down Expand Up @@ -538,7 +538,7 @@ def main():
"--operation",
required=True,
type=str,
help="Operation to perform. One of ['coco']",
help="Operation to perform. One of ['coco_gt_doc', 'coco_pred_doc', 'predictions']",
)
parser.add_argument(
"-s",
Expand Down Expand Up @@ -576,7 +576,8 @@ def main():
exporter = DoclingEvalCOCOExporter(args.docling_eval_dir)

# Run the operation
if args.operation.upper() == "COCO":
op = args.operation.lower()
if op in ["coco_gt_doc", "coco_pred_doc"]:
# Mapping from the parquet document label to the valid docling labels
doc_label_to_valid_label_mapping: dict[DocItemLabel, DocItemLabel] = {
DocItemLabel.PAGE_FOOTER: DocItemLabel.TEXT,
Expand All @@ -591,8 +592,9 @@ def main():
"test",
args.save_dir,
doc_label_to_valid_label_mapping,
use_pred_doc="coco_pred_doc" == op,
)
elif args.operation.upper() == "predictions":
elif op == "predictions":
exporter.export_predictions_wrt_original_COCO(
"test",
args.save_dir,
Expand Down
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