# This is a sample Python script.

# Press Shift+F10 to execute it or replace it with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.


def print_hi(name):
    # Use a breakpoint in the code line below to debug your script.
    print(f'Hi, {name}')  # Press Ctrl+F8 to toggle the breakpoint.


# Press the green button in the gutter to run the script.
if __name__ == '__main__':
    print_hi('PyCharm')

# See PyCharm help at https://www.jetbrains.com/help/pycharm/
import logging
import torch
from diffusers import StableDiffusionPipeline, DPMSolverMultistepSchedule
from towhee.operator import PyOperator

log = logging.getLogger(PyOperator)

class Generation(PyOperator):
    def __init__(self,model_id='stabilityai/stable-diffusion-2-1'):
        self._model_id=model_id

    def __call__(self, *args, **kwargs):
        pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float32)
        # pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config)
        prompt = "an orange cat"
        image = pipe(prompt).images[0]