Download generator/render.py from drew-ipp/invoice-extraction-benchmark: direct link, hf CLI and curl.
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https://huggingface.co/datasets/drew-ipp/invoice-extraction-benchmark/resolve/main/generator/render.py
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hf download hf://datasets/drew-ipp/invoice-extraction-benchmark/generator/render.py
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curl -L -o render.py https://huggingface.co/datasets/drew-ipp/invoice-extraction-benchmark/resolve/main/generator/render.py
4.99 kB
| """ | |
| Pages -> a digital PDF (reportlab) or raster pages (Pillow). | |
| Both backends draw the same `layout.Page` operations. The PDF uses the | |
| standard Helvetica / Times / Courier fonts, so it carries a real text layer | |
| like an accounting package's export; the raster uses the URW Type 1 clones of | |
| those fonts that ship inside reportlab (same metrics), so text lands in the | |
| same place. | |
| """ | |
| from __future__ import annotations | |
| import io | |
| import os | |
| import random | |
| from functools import lru_cache | |
| from typing import List, Sequence | |
| from PIL import Image, ImageDraw, ImageFont | |
| from reportlab.pdfgen.canvas import Canvas | |
| from .handwriting import draw_hand | |
| from .layout import PDF_FONTS, Box, Page, Rule, Text, text_width | |
| _RL_FONT_DIR = None | |
| def _rl_font_dir() -> str: | |
| global _RL_FONT_DIR | |
| if _RL_FONT_DIR is None: | |
| import reportlab | |
| _RL_FONT_DIR = os.path.join(os.path.dirname(reportlab.__file__), "fonts") | |
| return _RL_FONT_DIR | |
| _PIL_FONT_FILES = { | |
| "sans": "_a______.pfb", "sans-bold": "_ab_____.pfb", | |
| "serif": "_er_____.pfb", "serif-bold": "_eb_____.pfb", | |
| "mono": "com_____.pfb", "mono-bold": "cob_____.pfb", | |
| "hand": "_ai_____.pfb", | |
| } | |
| def _pil_font(name: str, px: int) -> ImageFont.FreeTypeFont: | |
| path = os.path.join(_rl_font_dir(), _PIL_FONT_FILES.get(name, "_a______.pfb")) | |
| try: | |
| return ImageFont.truetype(path, max(4, px)) | |
| except OSError: # pragma: no cover - a reportlab build without the Type 1 files | |
| return ImageFont.truetype(os.path.join(_rl_font_dir(), "Vera.ttf"), max(4, px)) | |
| # --------------------------------------------------------------------------- | |
| # --------------------------------------------------------------------------- | |
| def render_pdf(pages: Sequence[Page], title: str = "", author: str = "") -> bytes: | |
| """A deterministic PDF (invariant=1: no timestamp, fixed document id). | |
| The creator string is part of the bytes: keep it, or the published | |
| sha256 sums stop matching.""" | |
| buf = io.BytesIO() | |
| c = Canvas(buf, pagesize=(pages[0].width, pages[0].height), invariant=1) | |
| c.setCreator("IPP accuracy benchmark generator") | |
| if title: | |
| c.setTitle(title) | |
| if author: | |
| c.setAuthor(author) | |
| for page in pages: | |
| c.setPageSize((page.width, page.height)) | |
| H = page.height | |
| for op in page.ops: | |
| if isinstance(op, Box): | |
| if op.fill is not None: | |
| c.setFillColorRGB(*(v / 255 for v in op.fill)) | |
| if op.stroke is not None: | |
| c.setStrokeColorRGB(*(v / 255 for v in op.stroke)) | |
| c.setLineWidth(op.width) | |
| c.rect(op.x, H - op.y - op.h, op.w, op.h, fill=1 if op.fill else 0, stroke=1 if op.stroke else 0) | |
| elif isinstance(op, Rule): | |
| c.setStrokeColorRGB(*(v / 255 for v in op.color)) | |
| c.setLineWidth(op.width) | |
| c.line(op.x1, H - op.y1, op.x2, H - op.y2) | |
| elif isinstance(op, Text): | |
| c.setFillColorRGB(*(v / 255 for v in op.color)) | |
| c.setFont(PDF_FONTS.get(op.font, "Helvetica"), op.size) | |
| c.drawString(op.left, H - op.y, op.text) | |
| c.showPage() | |
| c.save() | |
| return buf.getvalue() | |
| # --------------------------------------------------------------------------- | |
| # Raster | |
| # --------------------------------------------------------------------------- | |
| def render_page_image(page: Page, dpi: int = 200, seed: str = "") -> Image.Image: | |
| k = dpi / 72.0 | |
| img = Image.new("RGB", (int(round(page.width * k)), int(round(page.height * k))), "white") | |
| draw = ImageDraw.Draw(img) | |
| for i, op in enumerate(page.ops): | |
| if isinstance(op, Box): | |
| x0, y0 = op.x * k, op.y * k | |
| x1, y1 = (op.x + op.w) * k, (op.y + op.h) * k | |
| draw.rectangle((x0, y0, x1, y1), fill=op.fill, outline=op.stroke, | |
| width=max(1, int(round(op.width * k))) if op.stroke else 0) | |
| elif isinstance(op, Rule): | |
| draw.line((op.x1 * k, op.y1 * k, op.x2 * k, op.y2 * k), fill=op.color, | |
| width=max(1, int(round(op.width * k)))) | |
| elif isinstance(op, Text): | |
| if op.hand: | |
| rng = random.Random(f"{seed}:{i}:{op.text}") | |
| draw_hand(img, op.left * k if op.align == "left" else op.x * k, op.y * k, op.text, | |
| op.size * k, op.color, op.hand, rng, align=op.align, | |
| target_width=text_width(op.text, op.font, op.size) * k) | |
| draw = ImageDraw.Draw(img) | |
| else: | |
| font = _pil_font(op.font, int(round(op.size * k))) | |
| draw.text((op.left * k, op.y * k), op.text, font=font, fill=op.color, anchor="ls") | |
| return img | |
| def render_images(pages: Sequence[Page], dpi: int = 200, seed: str = "") -> List[Image.Image]: | |
| return [render_page_image(p, dpi, f"{seed}:{n}") for n, p in enumerate(pages)] | |