Spaces:
Running
on
Zero
Running
on
Zero
#---------------------------------------------------------------------------------------------------------------------# | |
# Comfyroll Studio custom nodes by RockOfFire and Akatsuzi https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes | |
# for ComfyUI https://github.com/comfyanonymous/ComfyUI | |
#---------------------------------------------------------------------------------------------------------------------# | |
import numpy as np | |
import torch | |
import os | |
import random | |
from PIL import Image, ImageDraw, ImageFont, ImageOps, ImageEnhance | |
from ..config import color_mapping | |
font_dir = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), "fonts") | |
file_list = [f for f in os.listdir(font_dir) if os.path.isfile(os.path.join(font_dir, f)) and f.lower().endswith(".ttf")] | |
def tensor2pil(image): | |
return Image.fromarray(np.clip(255. * image.cpu().numpy().squeeze(), 0, 255).astype(np.uint8)) | |
def pil2tensor(image): | |
return torch.from_numpy(np.array(image).astype(np.float32) / 255.0).unsqueeze(0) | |
def align_text(align, img_height, text_height, text_pos_y, margins): | |
if align == "center": | |
text_plot_y = img_height / 2 - text_height / 2 + text_pos_y | |
elif align == "top": | |
text_plot_y = text_pos_y + margins | |
elif align == "bottom": | |
text_plot_y = img_height - text_height + text_pos_y - margins | |
return text_plot_y | |
def justify_text(justify, img_width, line_width, margins): | |
if justify == "left": | |
text_plot_x = 0 + margins | |
elif justify == "right": | |
text_plot_x = img_width - line_width - margins | |
elif justify == "center": | |
text_plot_x = img_width/2 - line_width/2 | |
return text_plot_x | |
def get_text_size(draw, text, font): | |
bbox = draw.textbbox((0, 0), text, font=font) | |
# Calculate the text width and height | |
text_width = bbox[2] - bbox[0] | |
text_height = bbox[3] - bbox[1] | |
return text_width, text_height | |
def draw_masked_text(text_mask, text, | |
font_name, font_size, | |
margins, line_spacing, | |
position_x, position_y, | |
align, justify, | |
rotation_angle, rotation_options): | |
# Create the drawing context | |
draw = ImageDraw.Draw(text_mask) | |
# Define font settings | |
font_folder = "fonts" | |
font_file = os.path.join(font_folder, font_name) | |
resolved_font_path = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), font_file) | |
font = ImageFont.truetype(str(resolved_font_path), size=font_size) | |
# Split the input text into lines | |
text_lines = text.split('\n') | |
# Calculate the size of the text plus padding for the tallest line | |
max_text_width = 0 | |
max_text_height = 0 | |
for line in text_lines: | |
# Calculate the width and height of the current line | |
line_width, line_height = get_text_size(draw, line, font) | |
line_height = line_height + line_spacing | |
max_text_width = max(max_text_width, line_width) | |
max_text_height = max(max_text_height, line_height) | |
# Get the image width and height | |
image_width, image_height = text_mask.size | |
image_center_x = image_width / 2 | |
image_center_y = image_height / 2 | |
text_pos_y = position_y | |
sum_text_plot_y = 0 | |
text_height = max_text_height * len(text_lines) | |
for line in text_lines: | |
# Calculate the width of the current line | |
line_width, _ = get_text_size(draw, line, font) | |
# Get the text x and y positions for each line | |
text_plot_x = position_x + justify_text(justify, image_width, line_width, margins) | |
text_plot_y = align_text(align, image_height, text_height, text_pos_y, margins) | |
# Add the current line to the text mask | |
draw.text((text_plot_x, text_plot_y), line, fill=255, font=font) | |
text_pos_y += max_text_height # Move down for the next line | |
sum_text_plot_y += text_plot_y # Sum the y positions | |
# Calculate centers for rotation | |
text_center_x = text_plot_x + max_text_width / 2 | |
text_center_y = sum_text_plot_y / len(text_lines) | |
if rotation_options == "text center": | |
rotated_text_mask = text_mask.rotate(rotation_angle, center=(text_center_x, text_center_y)) | |
elif rotation_options == "image center": | |
rotated_text_mask = text_mask.rotate(rotation_angle, center=(image_center_x, image_center_y)) | |
return rotated_text_mask | |
def draw_text_on_image(draw, y_position, bar_width, bar_height, text, font, text_color, font_outline): | |
# Calculate the width and height of the text | |
text_width, text_height = get_text_size(draw, text, font) | |
if font_outline == "thin": | |
outline_thickness = text_height // 40 | |
elif font_outline == "thick": | |
outline_thickness = text_height // 20 | |
elif font_outline == "extra thick": | |
outline_thickness = text_height // 10 | |
outline_color = (0, 0, 0) | |
text_lines = text.split('\n') | |
if len(text_lines) == 1: | |
x = (bar_width - text_width) // 2 | |
y = y_position + (bar_height - text_height) // 2 - (bar_height * 0.10) | |
if font_outline == "none": | |
draw.text((x, y), text, fill=text_color, font=font) | |
else: | |
draw.text((x, y), text, fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black') | |
elif len(text_lines) > 1: | |
# Calculate the width and height of the text | |
text_width, text_height = get_text_size(draw, text_lines[0], font) | |
x = (bar_width - text_width) // 2 | |
y = y_position + (bar_height - text_height * 2) // 2 - (bar_height * 0.15) | |
if font_outline == "none": | |
draw.text((x, y), text_lines[0], fill=text_color, font=font) | |
else: | |
draw.text((x, y), text_lines[0], fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black') | |
# Calculate the width and height of the text | |
text_width, text_height = get_text_size(draw, text_lines[1], font) | |
x = (bar_width - text_width) // 2 | |
y = y_position + (bar_height - text_height * 2) // 2 + text_height - (bar_height * 0.00) | |
if font_outline == "none": | |
draw.text((x, y), text_lines[1], fill=text_color, font=font) | |
else: | |
draw.text((x, y), text_lines[1], fill=text_color, font=font, stroke_width=outline_thickness, stroke_fill='black') | |
def get_font_size(draw, text, max_width, max_height, font_path, max_font_size): | |
# Adjust the max-width to allow for start and end padding | |
max_width = max_width * 0.9 | |
# Start with the maximum font size | |
font_size = max_font_size | |
font = ImageFont.truetype(str(font_path), size=font_size) | |
# Get the first two lines | |
text_lines = text.split('\n')[:2] | |
if len(text_lines) == 2: | |
font_size = min(max_height//2, max_font_size) | |
font = ImageFont.truetype(str(font_path), size=font_size) | |
# Calculate max text width and height with the current font | |
max_text_width = 0 | |
longest_line = text_lines[0] | |
for line in text_lines: | |
# Calculate the width and height of the current line | |
line_width, line_height = get_text_size(draw, line, font) | |
if line_width > max_text_width: | |
longest_line = line | |
max_text_width = max(max_text_width, line_width) | |
# Calculate the width and height of the text | |
text_width, text_height = get_text_size(draw, text, font) | |
# Decrease the font size until it fits within the bounds | |
while max_text_width > max_width or text_height > 0.88 * max_height / len(text_lines): | |
font_size -= 1 | |
font = ImageFont.truetype(str(font_path), size=font_size) | |
max_text_width, text_height = get_text_size(draw, longest_line, font) | |
return font | |
def hex_to_rgb(hex_color): | |
hex_color = hex_color.lstrip('#') # Remove the '#' character, if present | |
r = int(hex_color[0:2], 16) | |
g = int(hex_color[2:4], 16) | |
b = int(hex_color[4:6], 16) | |
return (r, g, b) | |
def text_panel(image_width, image_height, text, | |
font_name, font_size, font_color, | |
font_outline_thickness, font_outline_color, | |
background_color, | |
margins, line_spacing, | |
position_x, position_y, | |
align, justify, | |
rotation_angle, rotation_options): | |
""" | |
Create an image with text overlaid on a background. | |
Returns: | |
PIL.Image.Image: Image with text overlaid on the background. | |
""" | |
# Create PIL images for the text and background layers and text mask | |
size = (image_width, image_height) | |
panel = Image.new('RGB', size, background_color) | |
# Draw the text on the text mask | |
image_out = draw_text(panel, text, | |
font_name, font_size, font_color, | |
font_outline_thickness, font_outline_color, | |
background_color, | |
margins, line_spacing, | |
position_x, position_y, | |
align, justify, | |
rotation_angle, rotation_options) | |
return image_out | |
def draw_text(panel, text, | |
font_name, font_size, font_color, | |
font_outline_thickness, font_outline_color, | |
bg_color, | |
margins, line_spacing, | |
position_x, position_y, | |
align, justify, | |
rotation_angle, rotation_options): | |
# Create the drawing context | |
draw = ImageDraw.Draw(panel) | |
# Define font settings | |
font_folder = "fonts" | |
font_file = os.path.join(font_folder, font_name) | |
resolved_font_path = os.path.join(os.path.dirname(os.path.dirname(os.path.realpath(__file__))), font_file) | |
font = ImageFont.truetype(str(resolved_font_path), size=font_size) | |
# Split the input text into lines | |
text_lines = text.split('\n') | |
# Calculate the size of the text plus padding for the tallest line | |
max_text_width = 0 | |
max_text_height = 0 | |
for line in text_lines: | |
# Calculate the width and height of the current line | |
line_width, line_height = get_text_size(draw, line, font) | |
line_height = line_height + line_spacing | |
max_text_width = max(max_text_width, line_width) | |
max_text_height = max(max_text_height, line_height) | |
# Get the image center | |
image_center_x = panel.width / 2 | |
image_center_y = panel.height / 2 | |
text_pos_y = position_y | |
sum_text_plot_y = 0 | |
text_height = max_text_height * len(text_lines) | |
for line in text_lines: | |
# Calculate the width and height of the current line | |
line_width, line_height = get_text_size(draw, line, font) | |
# Get the text x and y positions for each line | |
text_plot_x = position_x + justify_text(justify, panel.width, line_width, margins) | |
text_plot_y = align_text(align, panel.height, text_height, text_pos_y, margins) | |
# Add the current line to the text mask | |
draw.text((text_plot_x, text_plot_y), line, fill=font_color, font=font, stroke_width=font_outline_thickness, stroke_fill=font_outline_color) | |
text_pos_y += max_text_height # Move down for the next line | |
sum_text_plot_y += text_plot_y # Sum the y positions | |
text_center_x = text_plot_x + max_text_width / 2 | |
text_center_y = sum_text_plot_y / len(text_lines) | |
if rotation_options == "text center": | |
rotated_panel = panel.rotate(rotation_angle, center=(text_center_x, text_center_y), resample=Image.BILINEAR) | |
elif rotation_options == "image center": | |
rotated_panel = panel.rotate(rotation_angle, center=(image_center_x, image_center_y), resample=Image.BILINEAR) | |
return rotated_panel | |
def combine_images(images, layout_direction='horizontal'): | |
""" | |
Combine a list of PIL Image objects either horizontally or vertically. | |
Args: | |
images (list of PIL.Image.Image): List of PIL Image objects to combine. | |
layout_direction (str): 'horizontal' for horizontal layout, 'vertical' for vertical layout. | |
Returns: | |
PIL.Image.Image: Combined image. | |
""" | |
if layout_direction == 'horizontal': | |
combined_width = sum(image.width for image in images) | |
combined_height = max(image.height for image in images) | |
else: | |
combined_width = max(image.width for image in images) | |
combined_height = sum(image.height for image in images) | |
combined_image = Image.new('RGB', (combined_width, combined_height)) | |
x_offset = 0 | |
y_offset = 0 # Initialize y_offset for vertical layout | |
for image in images: | |
combined_image.paste(image, (x_offset, y_offset)) | |
if layout_direction == 'horizontal': | |
x_offset += image.width | |
else: | |
y_offset += image.height | |
return combined_image | |
def apply_outline_and_border(images, outline_thickness, outline_color, border_thickness, border_color): | |
for i, image in enumerate(images): | |
# Apply the outline | |
if outline_thickness > 0: | |
image = ImageOps.expand(image, outline_thickness, fill=outline_color) | |
# Apply the border | |
if border_thickness > 0: | |
image = ImageOps.expand(image, border_thickness, fill=border_color) | |
images[i] = image | |
return images | |
def get_color_values(color, color_hex, color_mapping): | |
#Get RGB values for the text and background colors. | |
if color == "custom": | |
color_rgb = hex_to_rgb(color_hex) | |
else: | |
color_rgb = color_mapping.get(color, (0, 0, 0)) # Default to black if the color is not found | |
return color_rgb | |
def hex_to_rgb(hex_color): | |
hex_color = hex_color.lstrip('#') # Remove the '#' character, if present | |
r = int(hex_color[0:2], 16) | |
g = int(hex_color[2:4], 16) | |
b = int(hex_color[4:6], 16) | |
return (r, g, b) | |
def crop_and_resize_image(image, target_width, target_height): | |
width, height = image.size | |
aspect_ratio = width / height | |
target_aspect_ratio = target_width / target_height | |
if aspect_ratio > target_aspect_ratio: | |
# Crop the image's width to match the target aspect ratio | |
crop_width = int(height * target_aspect_ratio) | |
crop_height = height | |
left = (width - crop_width) // 2 | |
top = 0 | |
else: | |
# Crop the image's height to match the target aspect ratio | |
crop_height = int(width / target_aspect_ratio) | |
crop_width = width | |
left = 0 | |
top = (height - crop_height) // 2 | |
# Perform the center cropping | |
cropped_image = image.crop((left, top, left + crop_width, top + crop_height)) | |
return cropped_image | |
def create_and_paste_panel(page, border_thickness, outline_thickness, | |
panel_width, panel_height, page_width, | |
panel_color, bg_color, outline_color, | |
images, i, j, k, len_images, reading_direction): | |
panel = Image.new("RGB", (panel_width, panel_height), panel_color) | |
if k < len_images: | |
img = images[k] | |
image = crop_and_resize_image(img, panel_width, panel_height) | |
image.thumbnail((panel_width, panel_height), Image.Resampling.LANCZOS) | |
panel.paste(image, (0, 0)) | |
panel = ImageOps.expand(panel, border=outline_thickness, fill=outline_color) | |
panel = ImageOps.expand(panel, border=border_thickness, fill=bg_color) | |
new_panel_width, new_panel_height = panel.size | |
if reading_direction == "right to left": | |
page.paste(panel, (page_width - (j + 1) * new_panel_width, i * new_panel_height)) | |
else: | |
page.paste(panel, (j * new_panel_width, i * new_panel_height)) | |
def reduce_opacity(img, opacity): | |
"""Returns an image with reduced opacity.""" | |
assert opacity >= 0 and opacity <= 1 | |
if img.mode != 'RGBA': | |
img = img.convert('RGBA') | |
else: | |
img = img.copy() | |
alpha = img.split()[3] | |
alpha = ImageEnhance.Brightness(alpha).enhance(opacity) | |
img.putalpha(alpha) | |
return img | |
def random_hex_color(): | |
# Generate three random values for RGB | |
r = random.randint(0, 255) | |
g = random.randint(0, 255) | |
b = random.randint(0, 255) | |
# Convert RGB to hex format | |
hex_color = "#{:02x}{:02x}{:02x}".format(r, g, b) | |
return hex_color | |
def random_rgb(): | |
# Generate three random values for RGB | |
r = random.randint(0, 255) | |
g = random.randint(0, 255) | |
b = random.randint(0, 255) | |
# Format RGB as a string in the format "128,128,128" | |
rgb_string = "{},{},{}".format(r, g, b) | |
return rgb_string | |
def make_grid_panel(images, max_columns): | |
# Calculate dimensions for the grid | |
num_images = len(images) | |
num_rows = (num_images - 1) // max_columns + 1 | |
combined_width = max(image.width for image in images) * min(max_columns, num_images) | |
combined_height = max(image.height for image in images) * num_rows | |
combined_image = Image.new('RGB', (combined_width, combined_height)) | |
x_offset, y_offset = 0, 0 # Initialize offsets | |
for image in images: | |
combined_image.paste(image, (x_offset, y_offset)) | |
x_offset += image.width | |
if x_offset >= max_columns * image.width: | |
x_offset = 0 | |
y_offset += image.height | |
return combined_image | |
def interpolate_color(color0, color1, t): | |
""" | |
Interpolate between two colors. | |
""" | |
return tuple(int(c0 * (1 - t) + c1 * t) for c0, c1 in zip(color0, color1)) | |