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do_order_of_regions: simplify

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- avoid loops in favour of array processing
This commit is contained in:
Robert Sachunsky 2025-10-02 23:44:00 +02:00
parent 7387f5a929
commit e9bb62bd86
1 changed files with 64 additions and 94 deletions
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158
src/eynollah/eynollah.py
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@ -2526,7 +2526,7 @@ class Eynollah:
contours_only_text_parent_h) contours_only_text_parent_h)
try: try:
arg_text_con = [] arg_text_con_main = np.zeros(len(contours_only_text_parent), dtype=int)
for ii in range(len(contours_only_text_parent)): for ii in range(len(contours_only_text_parent)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2534,7 +2534,7 @@ class Eynollah:
Mx_main[ii] < box[1] and Mx_main[ii] < box[1] and
my_main[ii] >= box[2] and my_main[ii] >= box[2] and
My_main[ii] < box[3]): My_main[ii] < box[3]):
arg_text_con.append(jj) arg_text_con_main[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
@ -2545,11 +2545,11 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con.append(ind_min) arg_text_con_main[ii] = ind_min
args_contours = np.arange(len(arg_text_con)) args_contours_main = np.arange(len(contours_only_text_parent))
order_by_con_main = np.zeros(len(arg_text_con)) order_by_con_main = np.zeros_like(arg_text_con_main)
arg_text_con_h = [] arg_text_con_head = np.zeros(len(contours_only_text_parent_h), dtype=int)
for ii in range(len(contours_only_text_parent_h)): for ii in range(len(contours_only_text_parent_h)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2557,7 +2557,7 @@ class Eynollah:
Mx_head[ii] < box[1] and Mx_head[ii] < box[1] and
my_head[ii] >= box[2] and my_head[ii] >= box[2] and
My_head[ii] < box[3]): My_head[ii] < box[3]):
arg_text_con_h.append(jj) arg_text_con_head[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
@ -2568,9 +2568,9 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_head[ii]) & (cy_head[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_head[ii]) & (cy_head[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_head[ii]) & (cx_head[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_head[ii]) & (cx_head[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con_h.append(ind_min) arg_text_con_head[ii] = ind_min
args_contours_h = np.arange(len(arg_text_con_h)) args_contours_head = np.arange(len(contours_only_text_parent_h))
order_by_con_head = np.zeros(len(arg_text_con_h)) order_by_con_head = np.zeros_like(arg_text_con_head)
ref_point = 0 ref_point = 0
order_of_texts_tot = [] order_of_texts_tot = []
@ -2578,10 +2578,10 @@ class Eynollah:
for iij, box in enumerate(boxes): for iij, box in enumerate(boxes):
ys = slice(*box[2:4]) ys = slice(*box[2:4])
xs = slice(*box[0:2]) xs = slice(*box[0:2])
args_contours_box = args_contours[np.array(arg_text_con) == iij] args_contours_box_main = args_contours_main[arg_text_con_main == iij]
args_contours_box_h = args_contours_h[np.array(arg_text_con_h) == iij] args_contours_box_head = args_contours_head[arg_text_con_head == iij]
con_inter_box = contours_only_text_parent[args_contours_box] con_inter_box = contours_only_text_parent[args_contours_box_main]
con_inter_box_h = contours_only_text_parent_h[args_contours_box_h] con_inter_box_h = contours_only_text_parent_h[args_contours_box_head]
indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions( indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions(
textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2]) textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2])
@ -2595,14 +2595,14 @@ class Eynollah:
indexes_sorted_head = indexes_sorted[kind_of_texts_sorted == 2] indexes_sorted_head = indexes_sorted[kind_of_texts_sorted == 2]
indexes_by_type_head = index_by_kind_sorted[kind_of_texts_sorted == 2] indexes_by_type_head = index_by_kind_sorted[kind_of_texts_sorted == 2]
for zahler, _ in enumerate(args_contours_box): for zahler, _ in enumerate(args_contours_box_main):
arg_order_v = indexes_sorted_main[zahler] arg_order_v = indexes_sorted_main[zahler]
order_by_con_main[args_contours_box[indexes_by_type_main[zahler]]] = \ order_by_con_main[args_contours_box_main[indexes_by_type_main[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for zahler, _ in enumerate(args_contours_box_h): for zahler, _ in enumerate(args_contours_box_head):
arg_order_v = indexes_sorted_head[zahler] arg_order_v = indexes_sorted_head[zahler]
order_by_con_head[args_contours_box_h[indexes_by_type_head[zahler]]] = \ order_by_con_head[args_contours_box_head[indexes_by_type_head[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for jji in range(len(id_of_texts)): for jji in range(len(id_of_texts)):
@ -2610,20 +2610,13 @@ class Eynollah:
id_of_texts_tot.append(id_of_texts[jji]) id_of_texts_tot.append(id_of_texts[jji])
ref_point += len(id_of_texts) ref_point += len(id_of_texts)
order_of_texts_tot = [] order_of_texts_tot = np.concatenate((order_by_con_main,
for tj1 in range(len(contours_only_text_parent)): order_by_con_head))
order_of_texts_tot.append(int(order_by_con_main[tj1])) order_text_new = np.argsort(order_of_texts_tot)
for tj1 in range(len(contours_only_text_parent_h)):
order_of_texts_tot.append(int(order_by_con_head[tj1]))
order_text_new = []
for iii in range(len(order_of_texts_tot)):
order_text_new.append(np.flatnonzero(np.array(order_of_texts_tot) == iii))
except Exception as why: except Exception as why:
self.logger.error(why) self.logger.error(why)
arg_text_con = [] arg_text_con_main = np.zeros(len(contours_only_text_parent), dtype=int)
for ii in range(len(contours_only_text_parent)): for ii in range(len(contours_only_text_parent)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2632,10 +2625,9 @@ class Eynollah:
cy_main[ii] >= box[2] and cy_main[ii] >= box[2] and
cy_main[ii] < box[3]): cy_main[ii] < box[3]):
# this is valid if the center of region identify in which box it is located # this is valid if the center of region identify in which box it is located
arg_text_con.append(jj) arg_text_con_main[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
# dists_tr_from_box = [math.sqrt((cx_main[ii] - 0.5 * box[1] - 0.5 * box[0]) ** 2 + # dists_tr_from_box = [math.sqrt((cx_main[ii] - 0.5 * box[1] - 0.5 * box[0]) ** 2 +
# (cy_main[ii] - 0.5 * box[3] - 0.5 * box[2]) ** 2) # (cy_main[ii] - 0.5 * box[3] - 0.5 * box[2]) ** 2)
@ -2644,13 +2636,11 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con.append(ind_min) arg_text_con_main[ii] = ind_min
args_contours = np.arange(len(arg_text_con)) args_contours_main = np.arange(len(contours_only_text_parent))
order_by_con_main = np.zeros(len(arg_text_con)) order_by_con_main = np.zeros_like(arg_text_con_main)
############################# head arg_text_con_head = np.zeros(len(contours_only_text_parent_h), dtype=int)
arg_text_con_h = []
for ii in range(len(contours_only_text_parent_h)): for ii in range(len(contours_only_text_parent_h)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2659,7 +2649,7 @@ class Eynollah:
cy_head[ii] >= box[2] and cy_head[ii] >= box[2] and
cy_head[ii] < box[3]): cy_head[ii] < box[3]):
# this is valid if the center of region identify in which box it is located # this is valid if the center of region identify in which box it is located
arg_text_con_h.append(jj) arg_text_con_head[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
@ -2670,9 +2660,9 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_head[ii]) & (cy_head[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_head[ii]) & (cy_head[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_head[ii]) & (cx_head[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_head[ii]) & (cx_head[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con_h.append(ind_min) arg_text_con_head[ii] = ind_min
args_contours_h = np.arange(len(arg_text_con_h)) args_contours_head = np.arange(len(contours_only_text_parent_h))
order_by_con_head = np.zeros(len(arg_text_con_h)) order_by_con_head = np.zeros_like(arg_text_con_head)
ref_point = 0 ref_point = 0
order_of_texts_tot = [] order_of_texts_tot = []
@ -2680,10 +2670,10 @@ class Eynollah:
for iij, box in enumerate(boxes): for iij, box in enumerate(boxes):
ys = slice(*box[2:4]) ys = slice(*box[2:4])
xs = slice(*box[0:2]) xs = slice(*box[0:2])
args_contours_box = args_contours[np.array(arg_text_con) == iij] args_contours_box_main = args_contours_main[arg_text_con_main == iij]
args_contours_box_h = args_contours_h[np.array(arg_text_con_h) == iij] args_contours_box_head = args_contours_head[arg_text_con_head == iij]
con_inter_box = contours_only_text_parent[args_contours_box] con_inter_box = contours_only_text_parent[args_contours_box_main]
con_inter_box_h = contours_only_text_parent_h[args_contours_box_h] con_inter_box_h = contours_only_text_parent_h[args_contours_box_head]
indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions( indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions(
textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2]) textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2])
@ -2697,14 +2687,14 @@ class Eynollah:
indexes_sorted_head = indexes_sorted[kind_of_texts_sorted == 2] indexes_sorted_head = indexes_sorted[kind_of_texts_sorted == 2]
indexes_by_type_head = index_by_kind_sorted[kind_of_texts_sorted == 2] indexes_by_type_head = index_by_kind_sorted[kind_of_texts_sorted == 2]
for zahler, _ in enumerate(args_contours_box): for zahler, _ in enumerate(args_contours_box_main):
arg_order_v = indexes_sorted_main[zahler] arg_order_v = indexes_sorted_main[zahler]
order_by_con_main[args_contours_box[indexes_by_type_main[zahler]]] = \ order_by_con_main[args_contours_box_main[indexes_by_type_main[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for zahler, _ in enumerate(args_contours_box_h): for zahler, _ in enumerate(args_contours_box_head):
arg_order_v = indexes_sorted_head[zahler] arg_order_v = indexes_sorted_head[zahler]
order_by_con_head[args_contours_box_h[indexes_by_type_head[zahler]]] = \ order_by_con_head[args_contours_box_head[indexes_by_type_head[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for jji in range(len(id_of_texts)): for jji in range(len(id_of_texts)):
@ -2712,16 +2702,9 @@ class Eynollah:
id_of_texts_tot.append(id_of_texts[jji]) id_of_texts_tot.append(id_of_texts[jji])
ref_point += len(id_of_texts) ref_point += len(id_of_texts)
order_of_texts_tot = [] order_of_texts_tot = np.concatenate((order_by_con_main,
for tj1 in range(len(contours_only_text_parent)): order_by_con_head))
order_of_texts_tot.append(int(order_by_con_main[tj1])) order_text_new = np.argsort(order_of_texts_tot)
for tj1 in range(len(contours_only_text_parent_h)):
order_of_texts_tot.append(int(order_by_con_head[tj1]))
order_text_new = []
for iii in range(len(order_of_texts_tot)):
order_text_new.append(np.flatnonzero(np.array(order_of_texts_tot) == iii))
self.logger.debug("exit do_order_of_regions_full_layout") self.logger.debug("exit do_order_of_regions_full_layout")
return order_text_new, id_of_texts_tot return order_text_new, id_of_texts_tot
@ -2739,7 +2722,7 @@ class Eynollah:
contours_only_text_parent) contours_only_text_parent)
try: try:
arg_text_con = [] arg_text_con_main = np.zeros(len(contours_only_text_parent), dtype=int)
for ii in range(len(contours_only_text_parent)): for ii in range(len(contours_only_text_parent)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2747,7 +2730,7 @@ class Eynollah:
Mx_main[ii] < box[1] and Mx_main[ii] < box[1] and
my_main[ii] >= box[2] and my_main[ii] >= box[2] and
My_main[ii] < box[3]): My_main[ii] < box[3]):
arg_text_con.append(jj) arg_text_con_main[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
@ -2758,9 +2741,9 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con.append(ind_min) arg_text_con_main[ii] = ind_min
args_contours = np.arange(len(arg_text_con)) args_contours_main = np.arange(len(contours_only_text_parent))
order_by_con_main = np.zeros(len(arg_text_con)) order_by_con_main = np.zeros_like(arg_text_con_main)
ref_point = 0 ref_point = 0
order_of_texts_tot = [] order_of_texts_tot = []
@ -2768,8 +2751,8 @@ class Eynollah:
for iij, box in enumerate(boxes): for iij, box in enumerate(boxes):
ys = slice(*box[2:4]) ys = slice(*box[2:4])
xs = slice(*box[0:2]) xs = slice(*box[0:2])
args_contours_box = args_contours[np.array(arg_text_con) == iij] args_contours_box_main = args_contours_main[arg_text_con_main == iij]
con_inter_box = contours_only_text_parent[args_contours_box] con_inter_box = contours_only_text_parent[args_contours_box_main]
con_inter_box_h = [] con_inter_box_h = []
indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions( indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions(
@ -2782,9 +2765,9 @@ class Eynollah:
indexes_sorted_main = indexes_sorted[kind_of_texts_sorted == 1] indexes_sorted_main = indexes_sorted[kind_of_texts_sorted == 1]
indexes_by_type_main = index_by_kind_sorted[kind_of_texts_sorted == 1] indexes_by_type_main = index_by_kind_sorted[kind_of_texts_sorted == 1]
for zahler, _ in enumerate(args_contours_box): for zahler, _ in enumerate(args_contours_box_main):
arg_order_v = indexes_sorted_main[zahler] arg_order_v = indexes_sorted_main[zahler]
order_by_con_main[args_contours_box[indexes_by_type_main[zahler]]] = \ order_by_con_main[args_contours_box_main[indexes_by_type_main[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for jji, _ in enumerate(id_of_texts): for jji, _ in enumerate(id_of_texts):
@ -2792,17 +2775,12 @@ class Eynollah:
id_of_texts_tot.append(id_of_texts[jji]) id_of_texts_tot.append(id_of_texts[jji])
ref_point += len(id_of_texts) ref_point += len(id_of_texts)
order_of_texts_tot = [] order_of_texts_tot = order_by_con_main
for tj1 in range(len(contours_only_text_parent)): order_text_new = np.argsort(order_of_texts_tot)
order_of_texts_tot.append(int(order_by_con_main[tj1]))
order_text_new = []
for iii in range(len(order_of_texts_tot)):
order_text_new.append(np.flatnonzero(np.array(order_of_texts_tot) == iii))
except Exception as why: except Exception as why:
self.logger.error(why) self.logger.error(why)
arg_text_con = [] arg_text_con_main = np.zeros(len(contours_only_text_parent), dtype=int)
for ii in range(len(contours_only_text_parent)): for ii in range(len(contours_only_text_parent)):
check_if_textregion_located_in_a_box = False check_if_textregion_located_in_a_box = False
for jj, box in enumerate(boxes): for jj, box in enumerate(boxes):
@ -2811,7 +2789,7 @@ class Eynollah:
cy_main[ii] >= box[2] and cy_main[ii] >= box[2] and
cy_main[ii] < box[3]): cy_main[ii] < box[3]):
# this is valid if the center of region identify in which box it is located # this is valid if the center of region identify in which box it is located
arg_text_con.append(jj) arg_text_con_main[ii] = jj
check_if_textregion_located_in_a_box = True check_if_textregion_located_in_a_box = True
break break
if not check_if_textregion_located_in_a_box: if not check_if_textregion_located_in_a_box:
@ -2819,9 +2797,9 @@ class Eynollah:
pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) & pcontained_in_box = ((boxes[:, 2] <= cy_main[ii]) & (cy_main[ii] < boxes[:, 3]) &
(boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1])) (boxes[:, 0] <= cx_main[ii]) & (cx_main[ii] < boxes[:, 1]))
ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box)) ind_min = np.argmin(np.ma.masked_array(dists_tr_from_box, ~pcontained_in_box))
arg_text_con[ii] = ind_min arg_text_con_main[ii] = ind_min
args_contours = np.arange(len(contours_only_text_parent)) args_contours_main = np.arange(len(contours_only_text_parent))
order_by_con_main = np.zeros(len(arg_text_con)) order_by_con_main = np.zeros_like(arg_text_con_main)
ref_point = 0 ref_point = 0
order_of_texts_tot = [] order_of_texts_tot = []
@ -2829,11 +2807,9 @@ class Eynollah:
for iij, box in enumerate(boxes): for iij, box in enumerate(boxes):
ys = slice(*box[2:4]) ys = slice(*box[2:4])
xs = slice(*box[0:2]) xs = slice(*box[0:2])
args_contours_box = args_contours[np.array(arg_text_con) == iij] args_contours_box_main = args_contours_main[arg_text_con_main == iij]
con_inter_box = [] con_inter_box = contours_only_text_parent[args_contours_box_main]
con_inter_box_h = [] con_inter_box_h = []
for i in range(len(args_contours_box)):
con_inter_box.append(contours_only_text_parent[args_contours_box[i]])
indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions( indexes_sorted, kind_of_texts_sorted, index_by_kind_sorted = order_of_regions(
textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2]) textline_mask_tot[ys, xs], con_inter_box, con_inter_box_h, box[2])
@ -2845,9 +2821,9 @@ class Eynollah:
indexes_sorted_main = indexes_sorted[kind_of_texts_sorted == 1] indexes_sorted_main = indexes_sorted[kind_of_texts_sorted == 1]
indexes_by_type_main = index_by_kind_sorted[kind_of_texts_sorted == 1] indexes_by_type_main = index_by_kind_sorted[kind_of_texts_sorted == 1]
for zahler, _ in enumerate(args_contours_box): for zahler, _ in enumerate(args_contours_box_main):
arg_order_v = indexes_sorted_main[zahler] arg_order_v = indexes_sorted_main[zahler]
order_by_con_main[args_contours_box[indexes_by_type_main[zahler]]] = \ order_by_con_main[args_contours_box_main[indexes_by_type_main[zahler]]] = \
np.flatnonzero(indexes_sorted == arg_order_v) + ref_point np.flatnonzero(indexes_sorted == arg_order_v) + ref_point
for jji, _ in enumerate(id_of_texts): for jji, _ in enumerate(id_of_texts):
@ -2855,14 +2831,8 @@ class Eynollah:
id_of_texts_tot.append(id_of_texts[jji]) id_of_texts_tot.append(id_of_texts[jji])
ref_point += len(id_of_texts) ref_point += len(id_of_texts)
order_of_texts_tot = [] order_of_texts_tot = order_by_con_main
order_text_new = np.argsort(order_of_texts_tot)
for tj1 in range(len(contours_only_text_parent)):
order_of_texts_tot.append(int(order_by_con_main[tj1]))
order_text_new = []
for iii in range(len(order_of_texts_tot)):
order_text_new.append(np.flatnonzero(np.array(order_of_texts_tot) == iii))
self.logger.debug("exit do_order_of_regions_no_full_layout") self.logger.debug("exit do_order_of_regions_no_full_layout")
return order_text_new, id_of_texts_tot return order_text_new, id_of_texts_tot