Source code for utils

import base64
import contextlib
import inspect
import io
from typing import TYPE_CHECKING, Any

if TYPE_CHECKING:
    import numpy as np




def partial_format(value: str, **formats: dict[str, Any]) -> str:
    """Partially format a string given a variable amount of formats."""
    for template_key, template_value in formats.items():
        with contextlib.suppress(KeyError):
            value = value.format(**{template_key: template_value})
    return value





def encode_image_to_base64(img: "np.ndarray") -> str:
    """Encode an image to a base64 string, to be included as an image_url in a Message."""
    try:
        from PIL import Image
    except ImportError as e:
        raise ImportError(
            "Image processing requires the 'image' extra for 'Pillow'. Please:"
            " `pip install aviary[image]`."
        ) from e

    image = Image.fromarray(img)
    buffer = io.BytesIO()
    image.save(buffer, format="PNG")
    return (
        f"data:image/png;base64,{base64.b64encode(buffer.getvalue()).decode('utf-8')}"
    )





def is_coroutine_callable(obj) -> bool:
    """Get if the input object is awaitable."""
    if inspect.isfunction(obj) or inspect.ismethod(obj):
        return inspect.iscoroutinefunction(obj)
    if callable(obj):
        return inspect.iscoroutinefunction(obj.__call__)
    return False