HindiText-Pilot / src /render /shaper.py
sinhal's picture
Add pilot dataset: 4,000 shaped Devanagari samples + masks, fonts, generator (part 14)
24e04bb verified
Raw History Blame Contribute Delete
4.66 kB
"""Correct Devanagari text rendering: HarfBuzz shaping + FreeType rasterization.
Pillow's bundled build has no Raqm, so ImageDraw.text() renders Devanagari
unshaped -- conjuncts break apart and pre-base matras (ि) land on the wrong
side. Everything here goes through HarfBuzz so the glyph stream is what a
real text engine would produce.
"""
from __future__ import annotations
import functools
from dataclasses import dataclass
import freetype
import numpy as np
import uharfbuzz as hb
from PIL import Image
# FreeType 26.6 fixed point -> pixels
F26_6 = 64.0
@dataclass
class ShapedGlyph:
gid: int
x_off: float
y_off: float
x_adv: float
cluster: int
class Face:
"""A font face wired up for both HarfBuzz (shaping) and FreeType (raster)."""
def __init__(self, path: str, px: int, face_index: int = 0):
self.path = path
self.px = px
with open(path, "rb") as fh:
data = fh.read()
self.hb_face = hb.Face(data, face_index)
self.hb_font = hb.Font(self.hb_face)
# HarfBuzz works in font units scaled to px; match FreeType's 26.6 grid.
self.hb_font.scale = (px * 64, px * 64)
hb.ot_font_set_funcs(self.hb_font)
self.ft = freetype.Face(path, index=face_index)
self.ft.set_pixel_sizes(0, px)
def shape(self, text: str, script: str = "Deva", language: str = "hi",
features: dict | None = None) -> list[ShapedGlyph]:
buf = hb.Buffer()
buf.add_str(text)
buf.direction = "ltr"
buf.script = script
buf.language = language
# guess_segment_properties would also work, but being explicit means a
# missing script tag can't silently disable Devanagari shaping rules.
hb.shape(self.hb_font, buf, features)
return [
ShapedGlyph(i.codepoint, p.x_offset / F26_6, p.y_offset / F26_6,
p.x_advance / F26_6, i.cluster)
for i, p in zip(buf.glyph_infos, buf.glyph_positions)
]
def covers(self, text: str) -> bool:
"""True if every non-space codepoint has a real glyph in this face."""
for ch in text:
if ch.isspace():
continue
if self.ft.get_char_index(ch) == 0:
return False
return True
def render_line(face: Face, text: str, pad: int = 8) -> tuple[Image.Image, dict]:
"""Render one line to a tight grayscale coverage mask (255 = ink).
Returns the mask plus metrics describing where the baseline ended up, so
callers can compose without re-deriving it.
"""
glyphs = face.shape(text)
if not glyphs:
return Image.new("L", (1, 1), 0), {"baseline": 0, "width": 0}
# Pass 1: measure the real ink box. Devanagari routinely overshoots the
# nominal ascender (ै, ॉ) and descender (ु, ृ), so trusting font metrics
# alone clips diacritics -- which is precisely what we cannot afford.
pen_x = 0.0
x0 = y0 = 1e9
x1 = y1 = -1e9
placed = []
for g in glyphs:
face.ft.load_glyph(g.gid, freetype.FT_LOAD_RENDER | freetype.FT_LOAD_TARGET_NORMAL)
bmp = face.ft.glyph.bitmap
left = face.ft.glyph.bitmap_left
top = face.ft.glyph.bitmap_top
gx = pen_x + g.x_off + left
gy = -(g.y_off) - top # y grows downward in image space
if bmp.width and bmp.rows:
buf = np.array(bmp.buffer, dtype=np.uint8)
# FreeType rows are padded to `pitch`; slice the real width back out.
arr = buf.reshape(bmp.rows, bmp.pitch)[:, : bmp.width].copy()
placed.append((arr, gx, gy))
x0 = min(x0, gx); y0 = min(y0, gy)
x1 = max(x1, gx + bmp.width); y1 = max(y1, gy + bmp.rows)
pen_x += g.x_adv
if not placed:
return Image.new("L", (1, 1), 0), {"baseline": 0, "width": 0}
w = int(np.ceil(x1 - x0)) + 2 * pad
h = int(np.ceil(y1 - y0)) + 2 * pad
canvas = np.zeros((h, w), dtype=np.uint16)
for arr, gx, gy in placed:
px = int(round(gx - x0)) + pad
py = int(round(gy - y0)) + pad
sub = canvas[py : py + arr.shape[0], px : px + arr.shape[1]]
if sub.shape != arr.shape: # defensive: rounding at the edge
continue
np.maximum(sub, arr, out=sub)
mask = Image.fromarray(np.clip(canvas, 0, 255).astype(np.uint8), "L")
return mask, {"baseline": int(round(-y0)) + pad, "width": w, "height": h,
"advance": pen_x, "n_glyphs": len(glyphs)}
@functools.lru_cache(maxsize=64)
def load_face(path: str, px: int, index: int = 0) -> Face:
return Face(path, px, index)