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line_split.py
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line_split.py
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import svgpathtools
from math import floor
from os import path, mkdir
import time
import sys
debug_mode = False
svg_dir = path.join(path.dirname(path.realpath(__file__)), "output")
determinate_ratio = 6
search_width = 10
def debug_overlay_path(page_offset, line_height, line):
line_y = page_offset + (line * line_height)
mid = page_offset + ((line - 0.5) * line_height)
buffer = line_height / determinate_ratio
top = page_offset if line == 1 else mid - buffer
bottom = mid + (line_height / 2) if line == 15 else mid + buffer
p = f"M 0,{top} L 345,{top} L 345,{bottom} L 0,{bottom} L 0,{top} M 0,{line_y} L 345,{line_y}"
return svgpathtools.parse_path(p)
def indeterminate_path_info(glyph_path, page_offset, line_height):
glyph_bounds = glyph_path.bbox()
# (xmin, xmax, ymin, ymax)
top_y_pos = glyph_bounds[2] - page_offset
bottom_y_pos = glyph_bounds[3] - page_offset
top_line = min(floor(top_y_pos / line_height) + 1, 15)
bottom_line = min(floor(bottom_y_pos / line_height) + 1, 15)
if top_line == bottom_line:
if top_y_pos < ((top_line - 0.5) * line_height):
top_line = bottom_line - 1
else:
bottom_line = top_line + 1
top_distance = top_y_pos - ((top_line - 0.5) * line_height)
bottom_distance = ((bottom_line - 0.5) * line_height) - bottom_y_pos
return glyph_path, (top_line, bottom_line), min(top_distance, bottom_distance)
def path_distance(undetermined_path, _path):
min_d = 999
min_t = 999
for i in range(0, 101):
t_val = i * 0.01
d = undetermined_path.radialrange(_path.point(t_val))[0][0]
if d < min_d:
min_d = d
min_t = t_val
return min_d, min_t
def detect_indeterminate_line(glyph_info, lines):
top_line = glyph_info[1][0]
bottom_line = glyph_info[1][1]
glyph_path = glyph_info[0]
glyph_box = glyph_path.bbox()
glyph_min = glyph_box[0] - search_width
glyph_max = glyph_box[1] + search_width
if top_line != 1 or bottom_line != 2 or glyph_min < 250:
return None, None
def within_bounds(comparison_path, x_min, x_max):
comp = comparison_path.bbox()
left_check = x_min <= comp[0] <= x_max
right_check = x_min <= comp[1] <= x_max
overlap_check = comp[0] <= x_min and comp[1] >= x_max
return left_check or right_check or overlap_check
top_paths = lines[top_line].d().split("M")
top_paths = filter(lambda x: len(x.strip()) > 0, top_paths)
top_paths = map(lambda x: svgpathtools.parse_path(f"M{x}"), top_paths)
top_paths = filter(lambda x: within_bounds(x, glyph_min, glyph_max), top_paths)
top_paths = list(top_paths)
bottom_paths = lines[bottom_line].d().split("M")
bottom_paths = filter(lambda x: len(x.strip()) > 0, bottom_paths)
bottom_paths = map(lambda x: svgpathtools.parse_path(f"M{x}"), bottom_paths)
bottom_paths = filter(lambda x: within_bounds(x, glyph_min, glyph_max), bottom_paths)
bottom_paths = list(bottom_paths)
def min_distance(undetermined_path, comparison_paths):
minimum_distance = 999999999
nearest_point = None
for _path in comparison_paths:
distance, t = path_distance(undetermined_path, _path)
if distance < minimum_distance:
minimum_distance = distance
nearest_point = _path.point(t)
return minimum_distance, nearest_point
top_distance, nearest_top_point = min_distance(glyph_path, top_paths)
bottom_distance, nearest_bottom_point = min_distance(glyph_path, bottom_paths)
if top_distance < bottom_distance:
return top_line, nearest_top_point
else:
return bottom_line, nearest_bottom_point
def detect_line_number(glyph_bounds, page_offset, line_height):
top_y_pos = glyph_bounds[2] - page_offset
bottom_y_pos = glyph_bounds[3] - page_offset
top_line = min(floor(top_y_pos / line_height) + 1, 15)
bottom_line = min(floor(bottom_y_pos / line_height) + 1, 15)
buffer_height = (line_height / determinate_ratio)
top_line_mid = (top_line - 0.5) * line_height
bottom_line_mid = (bottom_line - 0.5) * line_height
top_line_bounds = (top_line_mid + buffer_height, top_line_mid - buffer_height)
bottom_line_bounds = (bottom_line_mid + buffer_height, bottom_line_mid - buffer_height)
# shortcut for line 1 if top of path is above determination point
if top_line == 1 and top_y_pos <= top_line_bounds[0]:
return top_line
# shortcut for line 15 if bottom of path is below determination point
if bottom_line == 15 and bottom_y_pos >= bottom_line_bounds[1]:
return bottom_line
# check if top or bottom of path is within top line determination bounds
if top_line_bounds[0] >= top_y_pos >= top_line_bounds[1] or \
top_line_bounds[0] >= bottom_y_pos >= top_line_bounds[1]:
return top_line
# check if top or bottom of path is within bottom line determination bounds
if bottom_line_bounds[0] >= top_y_pos >= bottom_line_bounds[1] or \
bottom_line_bounds[0] >= bottom_y_pos >= bottom_line_bounds[1]:
return bottom_line
# check if middle of path is within top line determination bounds
if top_y_pos <= top_line_bounds[0] and bottom_y_pos >= top_line_bounds[1]:
return top_line
# check if middle of path is within bottom line determination bounds
if top_y_pos <= bottom_line_bounds[0] and bottom_y_pos >= bottom_line_bounds[1]:
return bottom_line
return None
def extract_lines(filepath, page_dir):
doc = svgpathtools.Document(filepath)
content_group = doc.get_group([None, "content"])
# bounds are in the format (xmin, xmax, ymin, ymax)
page_bounds = doc.paths_from_group(content_group)[0].bbox()
line_height = (page_bounds[3] - page_bounds[2]) / 15
lines = {}
debug_lines = {}
debug_nodes = {}
for line_number in range(1, 16):
lines[line_number] = svgpathtools.Path()
debug_lines[line_number] = svgpathtools.Path()
debug_nodes[line_number] = []
full_path = svgpathtools.Path()
for doc_path in doc.paths():
for sub_path in doc_path:
full_path.append(sub_path)
indeterminate_paths = []
for _path in full_path.d().split("M"):
if len(_path.strip()) > 0:
glyph_path = svgpathtools.parse_path(f"M{_path}")
line_number = detect_line_number(glyph_path.bbox(), page_bounds[2], line_height)
if line_number:
for path_command in glyph_path:
lines[line_number].append(path_command)
else:
indeterminate_paths.append(glyph_path)
indeterminate_paths = [indeterminate_path_info(p, page_bounds[2], line_height) for p in indeterminate_paths]
indeterminate_num = len(indeterminate_paths)
print(f"Found {indeterminate_num} indeterminate paths")
indeterminate_paths.sort(key=lambda x: x[2])
for i, indeterminate_path in enumerate(indeterminate_paths):
start_time = time.time()
determination = detect_indeterminate_line(indeterminate_path, lines)
if determination[0]:
if determination[1]:
debug_nodes[determination[0]].append(determination[1])
for path_command in indeterminate_path[0]:
lines[determination[0]].append(path_command)
debug_lines[determination[0]].append(path_command)
print(f"Completed {i+1}/{indeterminate_num} path determations in {time.time() - start_time:.2} seconds")
attribs = {
"fill": "#000000",
"fill-rule": "evenodd"
}
debug_attribs = {
"stroke": "#FF0000",
"stroke-width": "0.5",
"fill-opacity": "0"
}
svg_attribs = {
"xml:space": "preserve",
"viewBox": "0 0 345 50",
"width": "",
"height": ""
}
for svg_line in lines.items():
if len(svg_line[1]) == 0:
continue
line_number = svg_line[0]
y_pos = floor(svg_line[1].bbox()[2])
svg_attribs["viewBox"] = f"0 {y_pos} 345 50"
filename = path.join(page_dir, f"{line_number}.svg")
_paths = [svg_line[1]]
_attribs = [attribs]
_nodes = []
if debug_mode:
_nodes = debug_nodes[line_number]
if len(debug_lines[line_number]) > 0:
_paths.append(debug_lines[line_number])
_attribs.append(debug_attribs)
svgpathtools.wsvg(_paths, filename=filename, attributes=_attribs, svg_attributes=svg_attribs, nodes=_nodes)
if debug_mode:
filename = path.join(page_dir, "debug.svg")
debug_paths = [full_path]
svg_attribs["viewBox"] = "0 0 345 550"
_attribs = [attribs]
for line in range(1, 16):
debug_paths.append(debug_overlay_path(page_bounds[2], line_height, line))
_attribs.append(debug_attribs)
svgpathtools.wsvg(debug_paths, filename=filename, attributes=_attribs, svg_attributes=svg_attribs, )
def process_svg_file(page):
start_time = time.time()
svg_file = f"{page_number:03}.svg"
filepath = path.join(svg_dir, svg_file)
page_dir = path.join(svg_dir, svg_file.replace(".svg", ""))
if not path.exists(page_dir):
mkdir(page_dir)
extract_lines(filepath, page_dir)
print(f"page {svg_file} finished in {(time.time() - start_time) / 60:.2} minutes")
if __name__ == "__main__":
if len(sys.argv) == 2:
try:
page_number = int(sys.argv[1])
if page_number > 604 or page_number < 1:
raise ValueError('Page number out of bounds')
process_svg_file(page_number)
except ValueError:
print("Invalid page number, must be an integer from 1 to 604")
else:
print("Usage: line_split.py PAGE_NUMBER")