完成任务16:编写 04_长期发展/环境保护.md
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65
active_skills/pdf/scripts/check_bounding_boxes.py
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65
active_skills/pdf/scripts/check_bounding_boxes.py
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from dataclasses import dataclass
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import json
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import sys
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@dataclass
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class RectAndField:
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rect: list[float]
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rect_type: str
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field: dict
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def get_bounding_box_messages(fields_json_stream) -> list[str]:
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messages = []
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fields = json.load(fields_json_stream)
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messages.append(f"Read {len(fields['form_fields'])} fields")
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def rects_intersect(r1, r2):
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disjoint_horizontal = r1[0] >= r2[2] or r1[2] <= r2[0]
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disjoint_vertical = r1[1] >= r2[3] or r1[3] <= r2[1]
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return not (disjoint_horizontal or disjoint_vertical)
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rects_and_fields = []
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for f in fields["form_fields"]:
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rects_and_fields.append(RectAndField(f["label_bounding_box"], "label", f))
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rects_and_fields.append(RectAndField(f["entry_bounding_box"], "entry", f))
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has_error = False
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for i, ri in enumerate(rects_and_fields):
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for j in range(i + 1, len(rects_and_fields)):
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rj = rects_and_fields[j]
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if ri.field["page_number"] == rj.field["page_number"] and rects_intersect(ri.rect, rj.rect):
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has_error = True
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if ri.field is rj.field:
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messages.append(f"FAILURE: intersection between label and entry bounding boxes for `{ri.field['description']}` ({ri.rect}, {rj.rect})")
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else:
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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})")
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if len(messages) >= 20:
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messages.append("Aborting further checks; fix bounding boxes and try again")
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return messages
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if ri.rect_type == "entry":
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if "entry_text" in ri.field:
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font_size = ri.field["entry_text"].get("font_size", 14)
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entry_height = ri.rect[3] - ri.rect[1]
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if entry_height < font_size:
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has_error = True
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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.")
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if len(messages) >= 20:
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messages.append("Aborting further checks; fix bounding boxes and try again")
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return messages
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if not has_error:
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messages.append("SUCCESS: All bounding boxes are valid")
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return messages
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if __name__ == "__main__":
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if len(sys.argv) != 2:
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print("Usage: check_bounding_boxes.py [fields.json]")
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sys.exit(1)
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with open(sys.argv[1]) as f:
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messages = get_bounding_box_messages(f)
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for msg in messages:
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print(msg)
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11
active_skills/pdf/scripts/check_fillable_fields.py
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11
active_skills/pdf/scripts/check_fillable_fields.py
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import sys
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from pypdf import PdfReader
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reader = PdfReader(sys.argv[1])
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if (reader.get_fields()):
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print("This PDF has fillable form fields")
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else:
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print("This PDF does not have fillable form fields; you will need to visually determine where to enter data")
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33
active_skills/pdf/scripts/convert_pdf_to_images.py
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33
active_skills/pdf/scripts/convert_pdf_to_images.py
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import os
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import sys
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from pdf2image import convert_from_path
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def convert(pdf_path, output_dir, max_dim=1000):
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images = convert_from_path(pdf_path, dpi=200)
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for i, image in enumerate(images):
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width, height = image.size
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if width > max_dim or height > max_dim:
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scale_factor = min(max_dim / width, max_dim / height)
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new_width = int(width * scale_factor)
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new_height = int(height * scale_factor)
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image = image.resize((new_width, new_height))
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image_path = os.path.join(output_dir, f"page_{i+1}.png")
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image.save(image_path)
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print(f"Saved page {i+1} as {image_path} (size: {image.size})")
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print(f"Converted {len(images)} pages to PNG images")
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if __name__ == "__main__":
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if len(sys.argv) != 3:
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print("Usage: convert_pdf_to_images.py [input pdf] [output directory]")
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sys.exit(1)
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pdf_path = sys.argv[1]
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output_directory = sys.argv[2]
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convert(pdf_path, output_directory)
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37
active_skills/pdf/scripts/create_validation_image.py
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37
active_skills/pdf/scripts/create_validation_image.py
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import json
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import sys
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from PIL import Image, ImageDraw
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def create_validation_image(page_number, fields_json_path, input_path, output_path):
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with open(fields_json_path, 'r') as f:
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data = json.load(f)
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img = Image.open(input_path)
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draw = ImageDraw.Draw(img)
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num_boxes = 0
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for field in data["form_fields"]:
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if field["page_number"] == page_number:
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entry_box = field['entry_bounding_box']
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label_box = field['label_bounding_box']
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draw.rectangle(entry_box, outline='red', width=2)
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draw.rectangle(label_box, outline='blue', width=2)
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num_boxes += 2
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img.save(output_path)
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print(f"Created validation image at {output_path} with {num_boxes} bounding boxes")
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if __name__ == "__main__":
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if len(sys.argv) != 5:
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print("Usage: create_validation_image.py [page number] [fields.json file] [input image path] [output image path]")
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sys.exit(1)
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page_number = int(sys.argv[1])
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fields_json_path = sys.argv[2]
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input_image_path = sys.argv[3]
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output_image_path = sys.argv[4]
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create_validation_image(page_number, fields_json_path, input_image_path, output_image_path)
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122
active_skills/pdf/scripts/extract_form_field_info.py
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122
active_skills/pdf/scripts/extract_form_field_info.py
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import json
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import sys
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from pypdf import PdfReader
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def get_full_annotation_field_id(annotation):
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components = []
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while annotation:
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field_name = annotation.get('/T')
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if field_name:
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components.append(field_name)
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annotation = annotation.get('/Parent')
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return ".".join(reversed(components)) if components else None
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def make_field_dict(field, field_id):
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field_dict = {"field_id": field_id}
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ft = field.get('/FT')
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if ft == "/Tx":
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field_dict["type"] = "text"
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elif ft == "/Btn":
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field_dict["type"] = "checkbox"
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states = field.get("/_States_", [])
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if len(states) == 2:
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if "/Off" in states:
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field_dict["checked_value"] = states[0] if states[0] != "/Off" else states[1]
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field_dict["unchecked_value"] = "/Off"
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else:
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print(f"Unexpected state values for checkbox `${field_id}`. Its checked and unchecked values may not be correct; if you're trying to check it, visually verify the results.")
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field_dict["checked_value"] = states[0]
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field_dict["unchecked_value"] = states[1]
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elif ft == "/Ch":
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field_dict["type"] = "choice"
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states = field.get("/_States_", [])
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field_dict["choice_options"] = [{
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"value": state[0],
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"text": state[1],
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} for state in states]
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else:
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field_dict["type"] = f"unknown ({ft})"
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return field_dict
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def get_field_info(reader: PdfReader):
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fields = reader.get_fields()
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field_info_by_id = {}
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possible_radio_names = set()
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for field_id, field in fields.items():
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if field.get("/Kids"):
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if field.get("/FT") == "/Btn":
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possible_radio_names.add(field_id)
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continue
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field_info_by_id[field_id] = make_field_dict(field, field_id)
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radio_fields_by_id = {}
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for page_index, page in enumerate(reader.pages):
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annotations = page.get('/Annots', [])
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for ann in annotations:
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field_id = get_full_annotation_field_id(ann)
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if field_id in field_info_by_id:
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field_info_by_id[field_id]["page"] = page_index + 1
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field_info_by_id[field_id]["rect"] = ann.get('/Rect')
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elif field_id in possible_radio_names:
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try:
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on_values = [v for v in ann["/AP"]["/N"] if v != "/Off"]
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except KeyError:
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continue
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if len(on_values) == 1:
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rect = ann.get("/Rect")
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if field_id not in radio_fields_by_id:
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radio_fields_by_id[field_id] = {
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"field_id": field_id,
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"type": "radio_group",
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"page": page_index + 1,
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"radio_options": [],
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}
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radio_fields_by_id[field_id]["radio_options"].append({
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"value": on_values[0],
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"rect": rect,
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})
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fields_with_location = []
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for field_info in field_info_by_id.values():
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if "page" in field_info:
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fields_with_location.append(field_info)
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else:
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print(f"Unable to determine location for field id: {field_info.get('field_id')}, ignoring")
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def sort_key(f):
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if "radio_options" in f:
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rect = f["radio_options"][0]["rect"] or [0, 0, 0, 0]
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else:
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rect = f.get("rect") or [0, 0, 0, 0]
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adjusted_position = [-rect[1], rect[0]]
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return [f.get("page"), adjusted_position]
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sorted_fields = fields_with_location + list(radio_fields_by_id.values())
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sorted_fields.sort(key=sort_key)
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return sorted_fields
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def write_field_info(pdf_path: str, json_output_path: str):
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reader = PdfReader(pdf_path)
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field_info = get_field_info(reader)
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with open(json_output_path, "w") as f:
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json.dump(field_info, f, indent=2)
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print(f"Wrote {len(field_info)} fields to {json_output_path}")
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if __name__ == "__main__":
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if len(sys.argv) != 3:
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print("Usage: extract_form_field_info.py [input pdf] [output json]")
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sys.exit(1)
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write_field_info(sys.argv[1], sys.argv[2])
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115
active_skills/pdf/scripts/extract_form_structure.py
Executable file
115
active_skills/pdf/scripts/extract_form_structure.py
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"""
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Extract form structure from a non-fillable PDF.
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This script analyzes the PDF to find:
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- Text labels with their exact coordinates
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- Horizontal lines (row boundaries)
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- Checkboxes (small rectangles)
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Output: A JSON file with the form structure that can be used to generate
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accurate field coordinates for filling.
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Usage: python extract_form_structure.py <input.pdf> <output.json>
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"""
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import json
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import sys
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import pdfplumber
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def extract_form_structure(pdf_path):
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structure = {
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"pages": [],
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"labels": [],
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"lines": [],
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"checkboxes": [],
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"row_boundaries": []
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}
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with pdfplumber.open(pdf_path) as pdf:
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for page_num, page in enumerate(pdf.pages, 1):
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structure["pages"].append({
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"page_number": page_num,
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"width": float(page.width),
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"height": float(page.height)
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})
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words = page.extract_words()
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for word in words:
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structure["labels"].append({
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"page": page_num,
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"text": word["text"],
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"x0": round(float(word["x0"]), 1),
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"top": round(float(word["top"]), 1),
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"x1": round(float(word["x1"]), 1),
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"bottom": round(float(word["bottom"]), 1)
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})
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for line in page.lines:
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if abs(float(line["x1"]) - float(line["x0"])) > page.width * 0.5:
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structure["lines"].append({
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"page": page_num,
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"y": round(float(line["top"]), 1),
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"x0": round(float(line["x0"]), 1),
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"x1": round(float(line["x1"]), 1)
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})
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for rect in page.rects:
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width = float(rect["x1"]) - float(rect["x0"])
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height = float(rect["bottom"]) - float(rect["top"])
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if 5 <= width <= 15 and 5 <= height <= 15 and abs(width - height) < 2:
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structure["checkboxes"].append({
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"page": page_num,
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"x0": round(float(rect["x0"]), 1),
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"top": round(float(rect["top"]), 1),
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"x1": round(float(rect["x1"]), 1),
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"bottom": round(float(rect["bottom"]), 1),
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"center_x": round((float(rect["x0"]) + float(rect["x1"])) / 2, 1),
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"center_y": round((float(rect["top"]) + float(rect["bottom"])) / 2, 1)
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})
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lines_by_page = {}
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for line in structure["lines"]:
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page = line["page"]
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if page not in lines_by_page:
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lines_by_page[page] = []
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lines_by_page[page].append(line["y"])
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for page, y_coords in lines_by_page.items():
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y_coords = sorted(set(y_coords))
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for i in range(len(y_coords) - 1):
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structure["row_boundaries"].append({
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"page": page,
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"row_top": y_coords[i],
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"row_bottom": y_coords[i + 1],
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"row_height": round(y_coords[i + 1] - y_coords[i], 1)
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})
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return structure
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def main():
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if len(sys.argv) != 3:
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print("Usage: extract_form_structure.py <input.pdf> <output.json>")
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sys.exit(1)
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pdf_path = sys.argv[1]
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output_path = sys.argv[2]
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print(f"Extracting structure from {pdf_path}...")
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structure = extract_form_structure(pdf_path)
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||||
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with open(output_path, "w") as f:
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json.dump(structure, f, indent=2)
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print(f"Found:")
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print(f" - {len(structure['pages'])} pages")
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||||
print(f" - {len(structure['labels'])} text labels")
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print(f" - {len(structure['lines'])} horizontal lines")
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print(f" - {len(structure['checkboxes'])} checkboxes")
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print(f" - {len(structure['row_boundaries'])} row boundaries")
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print(f"Saved to {output_path}")
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||||
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||||
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||||
if __name__ == "__main__":
|
||||
main()
|
||||
98
active_skills/pdf/scripts/fill_fillable_fields.py
Normal file
98
active_skills/pdf/scripts/fill_fillable_fields.py
Normal file
@@ -0,0 +1,98 @@
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import json
|
||||
import sys
|
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|
||||
from pypdf import PdfReader, PdfWriter
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from extract_form_field_info import get_field_info
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||||
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||||
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||||
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||||
def fill_pdf_fields(input_pdf_path: str, fields_json_path: str, output_pdf_path: str):
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||||
with open(fields_json_path) as f:
|
||||
fields = json.load(f)
|
||||
fields_by_page = {}
|
||||
for field in fields:
|
||||
if "value" in field:
|
||||
field_id = field["field_id"]
|
||||
page = field["page"]
|
||||
if page not in fields_by_page:
|
||||
fields_by_page[page] = {}
|
||||
fields_by_page[page][field_id] = field["value"]
|
||||
|
||||
reader = PdfReader(input_pdf_path)
|
||||
|
||||
has_error = False
|
||||
field_info = get_field_info(reader)
|
||||
fields_by_ids = {f["field_id"]: f for f in field_info}
|
||||
for field in fields:
|
||||
existing_field = fields_by_ids.get(field["field_id"])
|
||||
if not existing_field:
|
||||
has_error = True
|
||||
print(f"ERROR: `{field['field_id']}` is not a valid field ID")
|
||||
elif field["page"] != existing_field["page"]:
|
||||
has_error = True
|
||||
print(f"ERROR: Incorrect page number for `{field['field_id']}` (got {field['page']}, expected {existing_field['page']})")
|
||||
else:
|
||||
if "value" in field:
|
||||
err = validation_error_for_field_value(existing_field, field["value"])
|
||||
if err:
|
||||
print(err)
|
||||
has_error = True
|
||||
if has_error:
|
||||
sys.exit(1)
|
||||
|
||||
writer = PdfWriter(clone_from=reader)
|
||||
for page, field_values in fields_by_page.items():
|
||||
writer.update_page_form_field_values(writer.pages[page - 1], field_values, auto_regenerate=False)
|
||||
|
||||
writer.set_need_appearances_writer(True)
|
||||
|
||||
with open(output_pdf_path, "wb") as f:
|
||||
writer.write(f)
|
||||
|
||||
|
||||
def validation_error_for_field_value(field_info, field_value):
|
||||
field_type = field_info["type"]
|
||||
field_id = field_info["field_id"]
|
||||
if field_type == "checkbox":
|
||||
checked_val = field_info["checked_value"]
|
||||
unchecked_val = field_info["unchecked_value"]
|
||||
if field_value != checked_val and field_value != unchecked_val:
|
||||
return f'ERROR: Invalid value "{field_value}" for checkbox field "{field_id}". The checked value is "{checked_val}" and the unchecked value is "{unchecked_val}"'
|
||||
elif field_type == "radio_group":
|
||||
option_values = [opt["value"] for opt in field_info["radio_options"]]
|
||||
if field_value not in option_values:
|
||||
return f'ERROR: Invalid value "{field_value}" for radio group field "{field_id}". Valid values are: {option_values}'
|
||||
elif field_type == "choice":
|
||||
choice_values = [opt["value"] for opt in field_info["choice_options"]]
|
||||
if field_value not in choice_values:
|
||||
return f'ERROR: Invalid value "{field_value}" for choice field "{field_id}". Valid values are: {choice_values}'
|
||||
return None
|
||||
|
||||
|
||||
def monkeypatch_pydpf_method():
|
||||
from pypdf.generic import DictionaryObject
|
||||
from pypdf.constants import FieldDictionaryAttributes
|
||||
|
||||
original_get_inherited = DictionaryObject.get_inherited
|
||||
|
||||
def patched_get_inherited(self, key: str, default = None):
|
||||
result = original_get_inherited(self, key, default)
|
||||
if key == FieldDictionaryAttributes.Opt:
|
||||
if isinstance(result, list) and all(isinstance(v, list) and len(v) == 2 for v in result):
|
||||
result = [r[0] for r in result]
|
||||
return result
|
||||
|
||||
DictionaryObject.get_inherited = patched_get_inherited
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
if len(sys.argv) != 4:
|
||||
print("Usage: fill_fillable_fields.py [input pdf] [field_values.json] [output pdf]")
|
||||
sys.exit(1)
|
||||
monkeypatch_pydpf_method()
|
||||
input_pdf = sys.argv[1]
|
||||
fields_json = sys.argv[2]
|
||||
output_pdf = sys.argv[3]
|
||||
fill_pdf_fields(input_pdf, fields_json, output_pdf)
|
||||
107
active_skills/pdf/scripts/fill_pdf_form_with_annotations.py
Normal file
107
active_skills/pdf/scripts/fill_pdf_form_with_annotations.py
Normal file
@@ -0,0 +1,107 @@
|
||||
import json
|
||||
import sys
|
||||
|
||||
from pypdf import PdfReader, PdfWriter
|
||||
from pypdf.annotations import FreeText
|
||||
|
||||
|
||||
|
||||
|
||||
def transform_from_image_coords(bbox, image_width, image_height, pdf_width, pdf_height):
|
||||
x_scale = pdf_width / image_width
|
||||
y_scale = pdf_height / image_height
|
||||
|
||||
left = bbox[0] * x_scale
|
||||
right = bbox[2] * x_scale
|
||||
|
||||
top = pdf_height - (bbox[1] * y_scale)
|
||||
bottom = pdf_height - (bbox[3] * y_scale)
|
||||
|
||||
return left, bottom, right, top
|
||||
|
||||
|
||||
def transform_from_pdf_coords(bbox, pdf_height):
|
||||
left = bbox[0]
|
||||
right = bbox[2]
|
||||
|
||||
pypdf_top = pdf_height - bbox[1]
|
||||
pypdf_bottom = pdf_height - bbox[3]
|
||||
|
||||
return left, pypdf_bottom, right, pypdf_top
|
||||
|
||||
|
||||
def fill_pdf_form(input_pdf_path, fields_json_path, output_pdf_path):
|
||||
|
||||
with open(fields_json_path, "r") as f:
|
||||
fields_data = json.load(f)
|
||||
|
||||
reader = PdfReader(input_pdf_path)
|
||||
writer = PdfWriter()
|
||||
|
||||
writer.append(reader)
|
||||
|
||||
pdf_dimensions = {}
|
||||
for i, page in enumerate(reader.pages):
|
||||
mediabox = page.mediabox
|
||||
pdf_dimensions[i + 1] = [mediabox.width, mediabox.height]
|
||||
|
||||
annotations = []
|
||||
for field in fields_data["form_fields"]:
|
||||
page_num = field["page_number"]
|
||||
|
||||
page_info = next(p for p in fields_data["pages"] if p["page_number"] == page_num)
|
||||
pdf_width, pdf_height = pdf_dimensions[page_num]
|
||||
|
||||
if "pdf_width" in page_info:
|
||||
transformed_entry_box = transform_from_pdf_coords(
|
||||
field["entry_bounding_box"],
|
||||
float(pdf_height)
|
||||
)
|
||||
else:
|
||||
image_width = page_info["image_width"]
|
||||
image_height = page_info["image_height"]
|
||||
transformed_entry_box = transform_from_image_coords(
|
||||
field["entry_bounding_box"],
|
||||
image_width, image_height,
|
||||
float(pdf_width), float(pdf_height)
|
||||
)
|
||||
|
||||
if "entry_text" not in field or "text" not in field["entry_text"]:
|
||||
continue
|
||||
entry_text = field["entry_text"]
|
||||
text = entry_text["text"]
|
||||
if not text:
|
||||
continue
|
||||
|
||||
font_name = entry_text.get("font", "Arial")
|
||||
font_size = str(entry_text.get("font_size", 14)) + "pt"
|
||||
font_color = entry_text.get("font_color", "000000")
|
||||
|
||||
annotation = FreeText(
|
||||
text=text,
|
||||
rect=transformed_entry_box,
|
||||
font=font_name,
|
||||
font_size=font_size,
|
||||
font_color=font_color,
|
||||
border_color=None,
|
||||
background_color=None,
|
||||
)
|
||||
annotations.append(annotation)
|
||||
writer.add_annotation(page_number=page_num - 1, annotation=annotation)
|
||||
|
||||
with open(output_pdf_path, "wb") as output:
|
||||
writer.write(output)
|
||||
|
||||
print(f"Successfully filled PDF form and saved to {output_pdf_path}")
|
||||
print(f"Added {len(annotations)} text annotations")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
if len(sys.argv) != 4:
|
||||
print("Usage: fill_pdf_form_with_annotations.py [input pdf] [fields.json] [output pdf]")
|
||||
sys.exit(1)
|
||||
input_pdf = sys.argv[1]
|
||||
fields_json = sys.argv[2]
|
||||
output_pdf = sys.argv[3]
|
||||
|
||||
fill_pdf_form(input_pdf, fields_json, output_pdf)
|
||||
Reference in New Issue
Block a user