mirror of
https://github.com/xtekky/gpt4free.git
synced 2024-11-17 09:25:50 +00:00
5756586cde
Add doctypes to many functions Add file upload for text files Add alternative url to FreeChatgpt Add webp to allowed image types
210 lines
6.5 KiB
Python
210 lines
6.5 KiB
Python
import re
|
|
from io import BytesIO
|
|
import base64
|
|
from .typing import ImageType, Union
|
|
from PIL import Image
|
|
|
|
ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg', 'gif', 'webp'}
|
|
|
|
def to_image(image: ImageType) -> Image.Image:
|
|
"""
|
|
Converts the input image to a PIL Image object.
|
|
|
|
Args:
|
|
image (Union[str, bytes, Image.Image]): The input image.
|
|
|
|
Returns:
|
|
Image.Image: The converted PIL Image object.
|
|
"""
|
|
if isinstance(image, str):
|
|
is_data_uri_an_image(image)
|
|
image = extract_data_uri(image)
|
|
if isinstance(image, bytes):
|
|
is_accepted_format(image)
|
|
image = Image.open(BytesIO(image))
|
|
elif not isinstance(image, Image.Image):
|
|
image = Image.open(image)
|
|
copy = image.copy()
|
|
copy.format = image.format
|
|
image = copy
|
|
return image
|
|
|
|
def is_allowed_extension(filename: str) -> bool:
|
|
"""
|
|
Checks if the given filename has an allowed extension.
|
|
|
|
Args:
|
|
filename (str): The filename to check.
|
|
|
|
Returns:
|
|
bool: True if the extension is allowed, False otherwise.
|
|
"""
|
|
return '.' in filename and \
|
|
filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
|
|
|
|
def is_data_uri_an_image(data_uri: str) -> bool:
|
|
"""
|
|
Checks if the given data URI represents an image.
|
|
|
|
Args:
|
|
data_uri (str): The data URI to check.
|
|
|
|
Raises:
|
|
ValueError: If the data URI is invalid or the image format is not allowed.
|
|
"""
|
|
# Check if the data URI starts with 'data:image' and contains an image format (e.g., jpeg, png, gif)
|
|
if not re.match(r'data:image/(\w+);base64,', data_uri):
|
|
raise ValueError("Invalid data URI image.")
|
|
# Extract the image format from the data URI
|
|
image_format = re.match(r'data:image/(\w+);base64,', data_uri).group(1)
|
|
# Check if the image format is one of the allowed formats (jpg, jpeg, png, gif)
|
|
if image_format.lower() not in ALLOWED_EXTENSIONS:
|
|
raise ValueError("Invalid image format (from mime file type).")
|
|
|
|
def is_accepted_format(binary_data: bytes) -> bool:
|
|
"""
|
|
Checks if the given binary data represents an image with an accepted format.
|
|
|
|
Args:
|
|
binary_data (bytes): The binary data to check.
|
|
|
|
Raises:
|
|
ValueError: If the image format is not allowed.
|
|
"""
|
|
if binary_data.startswith(b'\xFF\xD8\xFF'):
|
|
pass # It's a JPEG image
|
|
elif binary_data.startswith(b'\x89PNG\r\n\x1a\n'):
|
|
pass # It's a PNG image
|
|
elif binary_data.startswith(b'GIF87a') or binary_data.startswith(b'GIF89a'):
|
|
pass # It's a GIF image
|
|
elif binary_data.startswith(b'\x89JFIF') or binary_data.startswith(b'JFIF\x00'):
|
|
pass # It's a JPEG image
|
|
elif binary_data.startswith(b'\xFF\xD8'):
|
|
pass # It's a JPEG image
|
|
elif binary_data.startswith(b'RIFF') and binary_data[8:12] == b'WEBP':
|
|
pass # It's a WebP image
|
|
else:
|
|
raise ValueError("Invalid image format (from magic code).")
|
|
|
|
def extract_data_uri(data_uri: str) -> bytes:
|
|
"""
|
|
Extracts the binary data from the given data URI.
|
|
|
|
Args:
|
|
data_uri (str): The data URI.
|
|
|
|
Returns:
|
|
bytes: The extracted binary data.
|
|
"""
|
|
data = data_uri.split(",")[1]
|
|
data = base64.b64decode(data)
|
|
return data
|
|
|
|
def get_orientation(image: Image.Image) -> int:
|
|
"""
|
|
Gets the orientation of the given image.
|
|
|
|
Args:
|
|
image (Image.Image): The image.
|
|
|
|
Returns:
|
|
int: The orientation value.
|
|
"""
|
|
exif_data = image.getexif() if hasattr(image, 'getexif') else image._getexif()
|
|
if exif_data is not None:
|
|
orientation = exif_data.get(274) # 274 corresponds to the orientation tag in EXIF
|
|
if orientation is not None:
|
|
return orientation
|
|
|
|
def process_image(img: Image.Image, new_width: int, new_height: int) -> Image.Image:
|
|
"""
|
|
Processes the given image by adjusting its orientation and resizing it.
|
|
|
|
Args:
|
|
img (Image.Image): The image to process.
|
|
new_width (int): The new width of the image.
|
|
new_height (int): The new height of the image.
|
|
|
|
Returns:
|
|
Image.Image: The processed image.
|
|
"""
|
|
orientation = get_orientation(img)
|
|
if orientation:
|
|
if orientation > 4:
|
|
img = img.transpose(Image.FLIP_LEFT_RIGHT)
|
|
if orientation in [3, 4]:
|
|
img = img.transpose(Image.ROTATE_180)
|
|
if orientation in [5, 6]:
|
|
img = img.transpose(Image.ROTATE_270)
|
|
if orientation in [7, 8]:
|
|
img = img.transpose(Image.ROTATE_90)
|
|
img.thumbnail((new_width, new_height))
|
|
return img
|
|
|
|
def to_base64(image: Image.Image, compression_rate: float) -> str:
|
|
"""
|
|
Converts the given image to a base64-encoded string.
|
|
|
|
Args:
|
|
image (Image.Image): The image to convert.
|
|
compression_rate (float): The compression rate (0.0 to 1.0).
|
|
|
|
Returns:
|
|
str: The base64-encoded image.
|
|
"""
|
|
output_buffer = BytesIO()
|
|
image.save(output_buffer, format="JPEG", quality=int(compression_rate * 100))
|
|
return base64.b64encode(output_buffer.getvalue()).decode()
|
|
|
|
def format_images_markdown(images, prompt: str, preview: str="{image}?w=200&h=200") -> str:
|
|
"""
|
|
Formats the given images as a markdown string.
|
|
|
|
Args:
|
|
images: The images to format.
|
|
prompt (str): The prompt for the images.
|
|
preview (str, optional): The preview URL format. Defaults to "{image}?w=200&h=200".
|
|
|
|
Returns:
|
|
str: The formatted markdown string.
|
|
"""
|
|
if isinstance(images, list):
|
|
images = [f"[![#{idx+1} {prompt}]({preview.replace('{image}', image)})]({image})" for idx, image in enumerate(images)]
|
|
images = "\n".join(images)
|
|
else:
|
|
images = f"[![{prompt}]({images})]({images})"
|
|
start_flag = "<!-- generated images start -->\n"
|
|
end_flag = "<!-- generated images end -->\n"
|
|
return f"\n{start_flag}{images}\n{end_flag}\n"
|
|
|
|
def to_bytes(image: Image.Image) -> bytes:
|
|
"""
|
|
Converts the given image to bytes.
|
|
|
|
Args:
|
|
image (Image.Image): The image to convert.
|
|
|
|
Returns:
|
|
bytes: The image as bytes.
|
|
"""
|
|
bytes_io = BytesIO()
|
|
image.save(bytes_io, image.format)
|
|
image.seek(0)
|
|
return bytes_io.getvalue()
|
|
|
|
class ImageResponse():
|
|
def __init__(
|
|
self,
|
|
images: Union[str, list],
|
|
alt: str,
|
|
options: dict = {}
|
|
):
|
|
self.images = images
|
|
self.alt = alt
|
|
self.options = options
|
|
|
|
def __str__(self) -> str:
|
|
return format_images_markdown(self.images, self.alt)
|
|
|
|
def get(self, key: str):
|
|
return self.options.get(key) |