""" Almost all of this code was taken from https://github.com/pythongosssss/ComfyUI-Custom-Scripts/blob/main/py/show_text.py See credit/credit.md for the full license. """ from typing import List import torch class PtShowText: """ Displays PyTorch tensor as a string. Note that the tensor is partially printed out when the tensor contains more elements than the threshold set internally. category: Display data """ @classmethod def INPUT_TYPES(s): return { "required": { "tens": ("TENSOR", {}), }, "hidden": { "unique_id": "UNIQUE_ID", "extra_pnginfo": "EXTRA_PNGINFO", }, } INPUT_IS_LIST = True RETURN_TYPES = ("STRING",) FUNCTION = "notify" OUTPUT_NODE = True OUTPUT_IS_LIST = (True,) CATEGORY = "Data Analysis" MAX_NUM_ELEMENTS_TO_DISPLAY = 100 def notify(self, tens: torch.Tensor, unique_id=None, extra_pnginfo=None): torch.set_printoptions(threshold=PtShowText.MAX_NUM_ELEMENTS_TO_DISPLAY) text = str(tens[0]) if unique_id is not None and extra_pnginfo is not None: if not isinstance(extra_pnginfo, list): print("Error: extra_pnginfo is not a list") elif ( not isinstance(extra_pnginfo[0], dict) or "workflow" not in extra_pnginfo[0] ): print("Error: extra_pnginfo[0] is not a dict or missing 'workflow' key") else: workflow = extra_pnginfo[0]["workflow"] node = next( (x for x in workflow["nodes"] if str(x["id"]) == str(unique_id[0])), None, ) if node: node["widgets_values"] = [text] else: print("unique_id or extra_pnginfo is None.") return {"ui": {"text": [text]}, "result": ([text],)}