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https://github.com/comfyanonymous/ComfyUI.git
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ComfyAPI Core v0.0.2
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@@ -1,8 +1,2 @@
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from .basic_types import ImageInput, AudioInput
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from .video_types import VideoInput
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__all__ = [
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"ImageInput",
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"AudioInput",
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"VideoInput",
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]
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# This file only exists for backwards compatibility.
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from comfy_api.latest.input import * # noqa: F403
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@@ -1,20 +1,2 @@
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import torch
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from typing import TypedDict
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ImageInput = torch.Tensor
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"""
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An image in format [B, H, W, C] where B is the batch size, C is the number of channels,
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"""
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class AudioInput(TypedDict):
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"""
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TypedDict representing audio input.
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"""
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waveform: torch.Tensor
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"""
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Tensor in the format [B, C, T] where B is the batch size, C is the number of channels,
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"""
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sample_rate: int
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# This file only exists for backwards compatibility.
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from comfy_api.latest.input.basic_types import * # noqa: F403
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@@ -1,72 +1,2 @@
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from __future__ import annotations
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from abc import ABC, abstractmethod
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from typing import Optional, Union
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import io
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from comfy_api.util import VideoContainer, VideoCodec, VideoComponents
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class VideoInput(ABC):
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"""
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Abstract base class for video input types.
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"""
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@abstractmethod
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def get_components(self) -> VideoComponents:
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"""
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Abstract method to get the video components (images, audio, and frame rate).
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Returns:
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VideoComponents containing images, audio, and frame rate
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"""
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pass
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@abstractmethod
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def save_to(
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self,
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path: str,
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format: VideoContainer = VideoContainer.AUTO,
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codec: VideoCodec = VideoCodec.AUTO,
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metadata: Optional[dict] = None
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):
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"""
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Abstract method to save the video input to a file.
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"""
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pass
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def get_stream_source(self) -> Union[str, io.BytesIO]:
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"""
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Get a streamable source for the video. This allows processing without
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loading the entire video into memory.
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Returns:
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Either a file path (str) or a BytesIO object that can be opened with av.
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Default implementation creates a BytesIO buffer, but subclasses should
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override this for better performance when possible.
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"""
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buffer = io.BytesIO()
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self.save_to(buffer)
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buffer.seek(0)
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return buffer
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# Provide a default implementation, but subclasses can provide optimized versions
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# if possible.
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def get_dimensions(self) -> tuple[int, int]:
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"""
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Returns the dimensions of the video input.
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Returns:
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Tuple of (width, height)
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"""
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components = self.get_components()
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return components.images.shape[2], components.images.shape[1]
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def get_duration(self) -> float:
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"""
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Returns the duration of the video in seconds.
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Returns:
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Duration in seconds
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"""
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components = self.get_components()
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frame_count = components.images.shape[0]
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return float(frame_count / components.frame_rate)
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# This file only exists for backwards compatibility.
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from comfy_api.latest.input.video_types import * # noqa: F403
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