mirror of https://github.com/xtekky/gpt4free.git
116 lines
4.3 KiB
Python
116 lines
4.3 KiB
Python
import re
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from io import BytesIO
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import base64
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from .typing import ImageType, Union
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from PIL import Image
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ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg', 'gif'}
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def to_image(image: ImageType) -> Image.Image:
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if isinstance(image, str):
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is_data_uri_an_image(image)
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image = extract_data_uri(image)
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if isinstance(image, bytes):
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is_accepted_format(image)
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image = Image.open(BytesIO(image))
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elif not isinstance(image, Image.Image):
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image = Image.open(image)
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copy = image.copy()
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copy.format = image.format
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image = copy
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return image
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def is_allowed_extension(filename) -> bool:
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return '.' in filename and \
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filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
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def is_data_uri_an_image(data_uri: str) -> bool:
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# Check if the data URI starts with 'data:image' and contains an image format (e.g., jpeg, png, gif)
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if not re.match(r'data:image/(\w+);base64,', data_uri):
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raise ValueError("Invalid data URI image.")
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# Extract the image format from the data URI
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image_format = re.match(r'data:image/(\w+);base64,', data_uri).group(1)
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# Check if the image format is one of the allowed formats (jpg, jpeg, png, gif)
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if image_format.lower() not in ALLOWED_EXTENSIONS:
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raise ValueError("Invalid image format (from mime file type).")
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def is_accepted_format(binary_data: bytes) -> bool:
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if binary_data.startswith(b'\xFF\xD8\xFF'):
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pass # It's a JPEG image
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elif binary_data.startswith(b'\x89PNG\r\n\x1a\n'):
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pass # It's a PNG image
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elif binary_data.startswith(b'GIF87a') or binary_data.startswith(b'GIF89a'):
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pass # It's a GIF image
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elif binary_data.startswith(b'\x89JFIF') or binary_data.startswith(b'JFIF\x00'):
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pass # It's a JPEG image
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elif binary_data.startswith(b'\xFF\xD8'):
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pass # It's a JPEG image
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elif binary_data.startswith(b'RIFF') and binary_data[8:12] == b'WEBP':
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pass # It's a WebP image
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else:
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raise ValueError("Invalid image format (from magic code).")
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def extract_data_uri(data_uri: str) -> bytes:
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data = data_uri.split(",")[1]
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data = base64.b64decode(data)
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return data
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def get_orientation(image: Image.Image) -> int:
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exif_data = image.getexif() if hasattr(image, 'getexif') else image._getexif()
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if exif_data is not None:
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orientation = exif_data.get(274) # 274 corresponds to the orientation tag in EXIF
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if orientation is not None:
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return orientation
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def process_image(img: Image.Image, new_width: int, new_height: int) -> Image.Image:
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orientation = get_orientation(img)
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new_img = Image.new("RGB", (new_width, new_height), color="#FFFFFF")
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if orientation:
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if orientation > 4:
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img = img.transpose(Image.FLIP_LEFT_RIGHT)
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if orientation in [3, 4]:
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img = img.transpose(Image.ROTATE_180)
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if orientation in [5, 6]:
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img = img.transpose(Image.ROTATE_270)
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if orientation in [7, 8]:
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img = img.transpose(Image.ROTATE_90)
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new_img.paste(img, (0, 0))
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return new_img
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def to_base64(image: Image.Image, compression_rate: float) -> str:
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output_buffer = BytesIO()
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image.save(output_buffer, format="JPEG", quality=int(compression_rate * 100))
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return base64.b64encode(output_buffer.getvalue()).decode()
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def format_images_markdown(images, prompt: str, preview: str="{image}?w=200&h=200") -> str:
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if isinstance(images, list):
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images = [f"[![#{idx+1} {prompt}]({preview.replace('{image}', image)})]({image})" for idx, image in enumerate(images)]
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images = "\n".join(images)
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else:
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images = f"[![{prompt}]({images})]({images})"
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start_flag = "<!-- generated images start -->\n"
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end_flag = "<!-- generated images end -->\n"
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return f"\n{start_flag}{images}\n{end_flag}\n"
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def to_bytes(image: Image.Image) -> bytes:
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bytes_io = BytesIO()
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image.save(bytes_io, image.format)
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image.seek(0)
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return bytes_io.getvalue()
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class ImageResponse():
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def __init__(
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self,
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images: Union[str, list],
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alt: str,
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options: dict = {}
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):
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self.images = images
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self.alt = alt
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self.options = options
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def __str__(self) -> str:
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return format_images_markdown(self.images, self.alt)
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def get(self, key: str):
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return self.options.get(key) |