# SimpleSyrup - workflow-focused ComfyUI extensions for image generation # Copyright (C) 2026 Artificial Sweetener and contributors # SPDX-License-Identifier: AGPL-3.0-or-later """Runtime adapters for ComfyUI conditioning encoding.""" from __future__ import annotations from importlib import import_module from typing import Any, cast from ..domain.conditioning_batch import ConditioningBatch class ComfyConditioningEncoder: """Encode prompt chunks with ComfyUI's normal CLIP text encoder.""" def encode(self, clip: Any, text: str) -> Any: """Encode a single prompt chunk into a normal Comfy conditioning.""" nodes = import_module("nodes") return cast(Any, nodes.CLIPTextEncode().encode(clip, text)[0]) def encode_batch( self, clip: Any, chunks: tuple[str, ...], ) -> ConditioningBatch: """Encode ordered prompt chunks into a conditioning batch.""" return ConditioningBatch(tuple(self.encode(clip, chunk) for chunk in chunks))