diff --git a/comfy_extras/nodes_mochi.py b/comfy_extras/nodes_mochi.py index 1c474faa94ea..d750194fcc19 100644 --- a/comfy_extras/nodes_mochi.py +++ b/comfy_extras/nodes_mochi.py @@ -1,23 +1,40 @@ -import nodes +from typing_extensions import override import torch import comfy.model_management +import nodes +from comfy_api.latest import ComfyExtension, io -class EmptyMochiLatentVideo: - @classmethod - def INPUT_TYPES(s): - return {"required": { "width": ("INT", {"default": 848, "min": 16, "max": nodes.MAX_RESOLUTION, "step": 16}), - "height": ("INT", {"default": 480, "min": 16, "max": nodes.MAX_RESOLUTION, "step": 16}), - "length": ("INT", {"default": 25, "min": 7, "max": nodes.MAX_RESOLUTION, "step": 6}), - "batch_size": ("INT", {"default": 1, "min": 1, "max": 4096})}} - RETURN_TYPES = ("LATENT",) - FUNCTION = "generate" - CATEGORY = "latent/video" +class EmptyMochiLatentVideo(io.ComfyNode): + @classmethod + def define_schema(cls): + return io.Schema( + node_id="EmptyMochiLatentVideo", + category="latent/video", + inputs=[ + io.Int.Input("width", default=848, min=16, max=nodes.MAX_RESOLUTION, step=16), + io.Int.Input("height", default=480, min=16, max=nodes.MAX_RESOLUTION, step=16), + io.Int.Input("length", default=25, min=7, max=nodes.MAX_RESOLUTION, step=6), + io.Int.Input("batch_size", default=1, min=1, max=4096), + ], + outputs=[ + io.Latent.Output(), + ], + ) - def generate(self, width, height, length, batch_size=1): + @classmethod + def execute(cls, width, height, length, batch_size=1) -> io.NodeOutput: latent = torch.zeros([batch_size, 12, ((length - 1) // 6) + 1, height // 8, width // 8], device=comfy.model_management.intermediate_device()) - return ({"samples":latent}, ) + return io.NodeOutput({"samples": latent}) + + +class MochiExtension(ComfyExtension): + @override + async def get_node_list(self) -> list[type[io.ComfyNode]]: + return [ + EmptyMochiLatentVideo, + ] + -NODE_CLASS_MAPPINGS = { - "EmptyMochiLatentVideo": EmptyMochiLatentVideo, -} +async def comfy_entrypoint() -> MochiExtension: + return MochiExtension()