from dataclasses import dataclass import json import sys # Script to check that the `fields.json` file that Claude creates when analyzing PDFs # does not have overlapping bounding boxes. See FORMS.md. @dataclass class RectAndField: rect: list[float] rect_type: str field: dict # Returns a list of messages that are printed to stdout for Claude to read. def get_bounding_box_messages(fields_json_stream) -> list[str]: messages = [] fields = json.load(fields_json_stream) messages.append(f"Read {len(fields['form_fields'])} fields") def rects_intersect(r1, r2): disjoint_horizontal = r1[0] >= r2[2] or r1[2] <= r2[0] disjoint_vertical = r1[1] >= r2[3] or r1[3] <= r2[1] return not (disjoint_horizontal or disjoint_vertical) rects_and_fields = [] for f in fields["form_fields"]: rects_and_fields.append(RectAndField(f["label_bounding_box"], "label", f)) rects_and_fields.append(RectAndField(f["entry_bounding_box"], "entry", f)) has_error = False for i, ri in enumerate(rects_and_fields): # This is O(N^2); we can optimize if it becomes a problem. for j in range(i + 1, len(rects_and_fields)): rj = rects_and_fields[j] if ri.field["page_number"] == rj.field["page_number"] and rects_intersect(ri.rect, rj.rect): has_error = True if ri.field is rj.field: messages.append(f"FAILURE: intersection between label and entry bounding boxes for `{ri.field['description']}` ({ri.rect}, {rj.rect})") else: messages.append(f"FAILURE: intersection between {ri.rect_type} bounding box for `{ri.field['description']}` ({ri.rect}) and {rj.rect_type} bounding box for `{rj.field['description']}` ({rj.rect})") if len(messages) >= 20: messages.append("Aborting further checks; fix bounding boxes and try again") return messages if ri.rect_type == "entry": if "entry_text" in ri.field: font_size = ri.field["entry_text"].get("font_size", 14) entry_height = ri.rect[3] - ri.rect[1] if entry_height < font_size: has_error = True messages.append(f"FAILURE: entry bounding box height ({entry_height}) for `{ri.field['description']}` is too short for the text content (font size: {font_size}). Increase the box height or decrease the font size.") if len(messages) >= 20: messages.append("Aborting further checks; fix bounding boxes and try again") return messages if not has_error: messages.append("SUCCESS: All bounding boxes are valid") return messages if __name__ == "__main__": if len(sys.argv) != 2: print("Usage: check_bounding_boxes.py [fields.json]") sys.exit(1) # Input file should be in the `fields.json` format described in FORMS.md. with open(sys.argv[1]) as f: messages = get_bounding_box_messages(f) for msg in messages: print(msg)