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Added main files
Browse files- app.py +49 -0
- tiles_to_gif.py +191 -0
app.py
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import gradio as gr
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from PIL import Image
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from io import BytesIO
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import subprocess
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import tempfile
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# Assuming your functions are in a module named 'image_utils'
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from tiles_to_gif import tile_and_convert
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def process_image(image, tile_type, lossy=80, colors=200):
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"""Process the image, apply tiling, create GIF, and compress it."""
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# Tile the image
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gif_buffer = tile_and_convert(image, tile_type)
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# Compress using Gifsicle
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command = ["gifsicle", "--optimize", f"--lossy={lossy}", f"--colors={colors}", "-"]
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process = subprocess.Popen(command, stdin=subprocess.PIPE, stdout=subprocess.PIPE)
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compressed_data, _ = process.communicate(input=gif_buffer.getvalue())
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# Create a temporary file
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with tempfile.NamedTemporaryFile(suffix=".gif", delete=False) as temp_file:
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temp_file.write(compressed_data)
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gif_path = temp_file.name # Get the file path
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# Return the path of the temporary GIF file
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return gif_path
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docstring = """
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Upload a 1x1, 1x2, 2x1, or 2x2 downloaded tile from ideogram. Choose the same tiling type as what you
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generated with to create a gif. The program is a bit slow, because gifs aren't great. It is optimised to create
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small previews for the ideogram discord (so less than 25MB), however, it might still be that a very detailed and colourful
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image exceeds this file size. Possible sources of error include uploading a file which is too large (e.g. 4x4 tile)
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or forgetting to choose the tiling type parameter from the drop down menu.
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"""
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# Create Gradio interface
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iface = gr.Interface(
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fn=process_image,
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allow_flagging="never",
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description=docstring,
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inputs=[
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gr.Image(type="pil"),
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gr.Dropdown(["row", "column", "grid", "vertical_brick", "horizontal_brick"], label="Tiling Type")
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],
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outputs=gr.File(label="Download Compressed GIF"),
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title="Ideogram Tile GIF creator"
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)
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iface.launch()
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tiles_to_gif.py
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from PIL import Image
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from io import BytesIO
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def tile_image_row(image):
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width, height = image.size
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new_width = width * 2
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new_height = height
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result = Image.new(image.mode, (new_width, new_height))
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result.paste(image, (0, 0))
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result.paste(image, (width, 0))
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return result
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def tile_image_column(image):
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width, height = image.size
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new_width = width
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new_height = height * 2
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result = Image.new(image.mode, (new_width, new_height))
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result.paste(image, (0, 0))
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result.paste(image, (0, height))
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return result
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def tile_image_grid(image):
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temp_image = tile_image_column(image)
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result = tile_image_row(temp_image)
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return result
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def tile_image_vert_brick(image):
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width, height = image.size
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new_width = width * 2
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new_height = height *2
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result = Image.new(image.mode, (new_width, new_height))
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# First column: Doubled image
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result.paste(image, (0, 0))
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result.paste(image, (0, height))
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# Second column: Shifted doubled image
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top_half = image.crop((0, 0, width, height // 2))
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bottom_half = image.crop((0, height // 2, width, height))
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shifted_image = Image.new(image.mode, (width, height*2))
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shifted_image.paste(bottom_half, (0, 0))
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shifted_image.paste(top_half, (0, height+height // 2))
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shifted_image.paste(image, (0, height // 2))
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result.paste(shifted_image, (width, 0))
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return result
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def tile_image_horiz_brick(image):
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width, height = image.size
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new_width = width * 2
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new_height = height *2
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result = Image.new(image.mode, (new_width, new_height))
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# First column: Doubled image
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result.paste(image, (0, 0))
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result.paste(image, (width, 0))
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# Second column: Shifted doubled image
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left_half = image.crop((0, 0, width//2, height))
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right_half = image.crop((width//2, 0, width, height))
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shifted_image = Image.new(image.mode, (width*2, height))
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shifted_image.paste(right_half, (0, 0))
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shifted_image.paste(left_half, (width+width // 2, 0))
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shifted_image.paste(image, (width//2, 0))
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result.paste(shifted_image, (0, height))
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return result
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def crop_along_line_to_gif(img, width, height, start_x, start_y, end_x, end_y, num_crops=200, duration=80, loop=0, jpeg_quality=85, scale_factor=0.5):
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# Convert to JPEG in-memory if needed
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if jpeg_quality is not None:
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img = img.convert("RGB") # Ensure RGB mode
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with BytesIO() as buffer:
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img.save(buffer, format="JPEG", quality=jpeg_quality)
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buffer.seek(0)
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img = Image.open(buffer)
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img.load()
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# Apply scaling factor to image dimensions and coordinates
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if scale_factor != 1.0:
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img = img.resize((int(img.width * scale_factor), int(img.height * scale_factor)), Image.Resampling.LANCZOS)
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width = int(width * scale_factor)
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height = int(height * scale_factor)
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start_x = int(start_x * scale_factor)
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start_y = int(start_y * scale_factor)
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end_x = int(end_x * scale_factor)
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end_y = int(end_y * scale_factor)
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img_width, img_height = img.size
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x_step = (end_x - start_x) / (num_crops - 1)
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y_step = (end_y - start_y) / (num_crops - 1)
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cropped_images = []
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for i in range(num_crops):
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x = start_x + i * x_step
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y = start_y + i * y_step
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if 0 <= x < img_width and 0 <= y < img_height:
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# Calculate crop area coordinates
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left = x
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top = y
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right = x + width
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bottom = y + height
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cropped_img = img.crop((left, top, right, bottom))
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# Apply scaling if scale_factor is not 1.0
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cropped_images.append(cropped_img)
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# Create a BytesIO buffer to store the GIF
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gif_buffer = BytesIO()
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# Save the GIF to the buffer
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first_image = cropped_images[0]
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first_image.info["duration"] = duration
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first_image.save(
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gif_buffer,
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save_all=True,
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append_images=cropped_images[1:],
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loop=loop,
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format="GIF" # Explicitly specify GIF format
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)
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# Rewind the buffer to the beginning
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gif_buffer.seek(0)
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# Return the buffer containing the GIF
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return gif_buffer
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def tile_image(image, tile_type="grid"):
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"""Tiles an image based on the specified type using Pillow.
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Args:
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image: The image to tile (PIL Image object).
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tile_type: The type of tiling ("row", "column", "grid", "vertical_brick").
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Returns:
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The tiled image (PIL Image object).
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"""
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if tile_type == "row":
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return tile_image_row(image)
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elif tile_type == "column":
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return tile_image_column(image)
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elif tile_type == 'grid': # Grid
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return tile_image_grid(image)
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elif tile_type == "vertical_brick":
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return tile_image_vert_brick(image)
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elif tile_type == "horizontal_brick":
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return tile_image_horiz_brick(image)
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def tile_and_convert(image, tile_type='grid'):
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img_width, img_height = image.size
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assert img_width < 2600, "Please only upload 1x1, 2x1, 1x2 or 2x2 tiles downloaded from ideogram.ai"
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if img_width > 1280:
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scale_factor = 0.23
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else:
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scale_factor = 0.46
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tiled_image = tile_image(image, tile_type)
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start_x, start_y, end_x, end_y = 0,0,0,0 # default values
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if tile_type == 'row':
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end_x = img_width
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elif tile_type == 'column':
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end_y = img_height
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else:
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end_x = img_width
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end_y = img_height
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return crop_along_line_to_gif(tiled_image, img_width, img_height, start_x, start_y, end_x, end_y, jpeg_quality=80, scale_factor=scale_factor)
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