"""Adapt the BaFCo release export to the structures the eval/inference pipeline expects.""" import json import os import shutil def _load(path): with open(path, "r", encoding="utf-8") as f: return json.load(f) def load_dla_targets(export_path): targets = [] for f in _load(export_path): result = [] for pg in f.get("pages", []): ow, oh = pg.get("original_width"), pg.get("original_height") for b in pg.get("boxes", []): result.append({ "type": "rectanglelabels", "id": b.get("id"), "original_width": ow, "original_height": oh, "item_index": pg.get("page", 0), "image_rotation": 0, "value": { "x": b.get("x"), "y": b.get("y"), "width": b.get("width"), "height": b.get("height"), "rotation": b.get("rotation", 0), "rectanglelabels": [b.get("label")], }, }) for r in f.get("relations", []): result.append({"type": "relation", "from_id": r.get("from_id"), "to_id": r.get("to_id"), "direction": r.get("direction")}) targets.append({ "id": f["id"], "inner_id": f.get("inner_id", f["id"]), "data": {"pages": list(f.get("local_images", []))}, "annotations": [{"result": result}], }) return targets def load_kie_forms(export_path): forms = _load(export_path) for f in forms: if "id" not in f or "annotations" not in f: raise ValueError(f"KIE form missing id/annotations: {f.get('id')}") for pg in f["annotations"]: if "page" not in pg or "annotations" not in pg: raise ValueError(f"KIE form {f['id']} page block missing page/annotations") return forms def resolve_release_image(export_root, form, page_index): rels = form.get("local_images") or [] if not 0 <= page_index < len(rels): raise IndexError(f"page {page_index} out of range for form {form.get('id')}") return os.path.join(export_root, *rels[page_index].split("/")) def stage_kie_flat_images(export_path, dest_dir): export_root = os.path.dirname(os.path.abspath(export_path)) os.makedirs(dest_dir, exist_ok=True) n = 0 for f in _load(export_path): for page_index, rel in enumerate(f.get("local_images", [])): src = os.path.join(export_root, *rel.split("/")) ext = os.path.splitext(rel)[1] or ".jpg" shutil.copy2(src, os.path.join(dest_dir, f"{f['id']}_{page_index}{ext}")) n += 1 return n