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Generating failing script for working workflow. #70

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AHua-T opened this issue Sep 10, 2024 · 2 comments
Open

Generating failing script for working workflow. #70

AHua-T opened this issue Sep 10, 2024 · 2 comments
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bug Something isn't working transpiler

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@AHua-T
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AHua-T commented Sep 10, 2024

Hi, I have previously used ComfyScript successfully for a number of workflows however I am having issue with one specific workflow where the generated script does not work.

The workflow:

{
  "last_node_id": 23,
  "last_link_id": 32,
  "nodes": [
    {
      "id": 5,
      "type": "BasicGuider",
      "pos": {
        "0": 53.20001220703125,
        "1": 281,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 241.79998779296875,
        "1": 46
      },
      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 5,
          "slot_index": 0
        },
        {
          "name": "conditioning",
          "type": "CONDITIONING",
          "link": 9
        }
      ],
      "outputs": [
        {
          "name": "GUIDER",
          "type": "GUIDER",
          "links": [
            4
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "BasicGuider"
      },
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 1,
      "type": "SamplerCustomAdvanced",
      "pos": {
        "0": 472.38092041015625,
        "1": 259.87298583984375,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 355.20001220703125,
        "1": 106
      },
      "flags": {},
      "order": 16,
      "mode": 0,
      "inputs": [
        {
          "name": "noise",
          "type": "NOISE",
          "link": 3,
          "slot_index": 0
        },
        {
          "name": "guider",
          "type": "GUIDER",
          "link": 4,
          "slot_index": 1
        },
        {
          "name": "sampler",
          "type": "SAMPLER",
          "link": 6,
          "slot_index": 2
        },
        {
          "name": "sigmas",
          "type": "SIGMAS",
          "link": 7,
          "slot_index": 3
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 8
        }
      ],
      "outputs": [
        {
          "name": "output",
          "type": "LATENT",
          "links": [
            1
          ],
          "slot_index": 0,
          "shape": 3
        },
        {
          "name": "denoised_output",
          "type": "LATENT",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "SamplerCustomAdvanced"
      },
      "color": "#323",
      "bgcolor": "#535"
    },
    {
      "id": 12,
      "type": "ImpactGaussianBlurMask",
      "pos": {
        "0": -725,
        "1": 866,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 82
      },
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [
        {
          "name": "mask",
          "type": "MASK",
          "link": 25
        }
      ],
      "outputs": [
        {
          "name": "MASK",
          "type": "MASK",
          "links": [
            12
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "ImpactGaussianBlurMask"
      },
      "widgets_values": [
        10,
        10
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 9,
      "type": "InpaintModelConditioning",
      "pos": {
        "0": 78.40000915527344,
        "1": 785,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 216.59999084472656,
        "1": 106
      },
      "flags": {},
      "order": 14,
      "mode": 0,
      "inputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 10,
          "slot_index": 0
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 11,
          "slot_index": 1
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 29
        },
        {
          "name": "pixels",
          "type": "IMAGE",
          "link": 32
        },
        {
          "name": "mask",
          "type": "MASK",
          "link": 12,
          "slot_index": 4
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "links": [
            9
          ],
          "slot_index": 0,
          "shape": 3
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "links": null,
          "shape": 3
        },
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
            8
          ],
          "slot_index": 2,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "InpaintModelConditioning"
      },
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 6,
      "type": "DifferentialDiffusion",
      "pos": {
        "0": -214,
        "1": 281,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 210,
        "1": 26
      },
      "flags": {},
      "order": 11,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 28
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            5
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "DifferentialDiffusion"
      },
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 10,
      "type": "FluxGuidance",
      "pos": {
        "0": -398,
        "1": 686,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 317.4000244140625,
        "1": 58
      },
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [
        {
          "name": "conditioning",
          "type": "CONDITIONING",
          "link": 15,
          "slot_index": 0
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            10
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "FluxGuidance"
      },
      "widgets_values": [
        3.5
      ],
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 11,
      "type": "CLIPTextEncode",
      "pos": {
        "0": -396,
        "1": 802,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 400,
        "1": 200
      },
      "flags": {
        "collapsed": true
      },
      "order": 9,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 17
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            11
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "widgets_values": [
        ""
      ],
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 4,
      "type": "RandomNoise",
      "pos": {
        "0": -21,
        "1": 122,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 82
      },
      "flags": {},
      "order": 0,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "NOISE",
          "type": "NOISE",
          "links": [
            3
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "RandomNoise"
      },
      "widgets_values": [
        512625048654432,
        "randomize"
      ],
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 7,
      "type": "KSamplerSelect",
      "pos": {
        "0": -23,
        "1": 411,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 58
      },
      "flags": {},
      "order": 1,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "SAMPLER",
          "type": "SAMPLER",
          "links": [
            6
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "KSamplerSelect"
      },
      "widgets_values": [
        "euler"
      ],
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 8,
      "type": "BasicScheduler",
      "pos": {
        "0": -24,
        "1": 550,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 106
      },
      "flags": {},
      "order": 12,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 31
        }
      ],
      "outputs": [
        {
          "name": "SIGMAS",
          "type": "SIGMAS",
          "links": [
            7
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "BasicScheduler"
      },
      "widgets_values": [
        "simple",
        20,
        1
      ],
      "color": "#2a363b",
      "bgcolor": "#3f5159"
    },
    {
      "id": 16,
      "type": "DualCLIPLoader",
      "pos": {
        "0": -1471.886962890625,
        "1": 305,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 106
      },
      "flags": {},
      "order": 2,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            16,
            17
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "DualCLIPLoader"
      },
      "widgets_values": [
        "t5xxl_fp16.safetensors",
        "clip_l.safetensors",
        "flux"
      ],
      "color": "#332922",
      "bgcolor": "#593930"
    },
    {
      "id": 13,
      "type": "LoadAndResizeImage",
      "pos": {
        "0": -1145,
        "1": 669,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": [
        289.6957092285156,
        566
      ],
      "flags": {},
      "order": 3,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "links": [],
          "slot_index": 0,
          "shape": 3
        },
        {
          "name": "mask",
          "type": "MASK",
          "links": [],
          "slot_index": 1,
          "shape": 3
        },
        {
          "name": "width",
          "type": "INT",
          "links": null,
          "shape": 3
        },
        {
          "name": "height",
          "type": "INT",
          "links": null,
          "shape": 3
        },
        {
          "name": "image_path",
          "type": "STRING",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "LoadAndResizeImage"
      },
      "widgets_values": [
        "clipspace/clipspace-mask-508334.7000000477.png [input]",
        true,
        1024,
        1024,
        1,
        true,
        2,
        "alpha",
        "image",
        "image"
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 21,
      "type": "LoadImageMask",
      "pos": {
        "0": -1671,
        "1": 971,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 318
      },
      "flags": {},
      "order": 4,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MASK",
          "type": "MASK",
          "links": [
            25
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "LoadImageMask"
      },
      "widgets_values": [
        "20230620-134743_mask_12.jpg",
        "red",
        "image"
      ]
    },
    {
      "id": 15,
      "type": "CLIPTextEncode",
      "pos": {
        "0": -848,
        "1": 305,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 395.4634704589844,
        "1": 126.71954345703125
      },
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 16,
          "slot_index": 0
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            15
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "widgets_values": [
        "a person walking with a frisbee in their hand"
      ],
      "color": "#232",
      "bgcolor": "#353"
    },
    {
      "id": 23,
      "type": "SaveImage",
      "pos": {
        "0": 1040.7354736328125,
        "1": 673.9479370117188,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 270
      },
      "flags": {},
      "order": 18,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 27
        }
      ],
      "outputs": [],
      "properties": {},
      "widgets_values": [
        "ComfyUI"
      ]
    },
    {
      "id": 2,
      "type": "VAEDecode",
      "pos": {
        "0": 888,
        "1": 261,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 210,
        "1": 46
      },
      "flags": {},
      "order": 17,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 1
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 30
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            27
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "VAEDecode"
      },
      "color": "#323",
      "bgcolor": "#535"
    },
    {
      "id": 17,
      "type": "VAELoader",
      "pos": {
        "0": -1471.886962890625,
        "1": 476.02813720703125,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 58
      },
      "flags": {},
      "order": 5,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            29,
            30
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "VAELoader"
      },
      "widgets_values": [
        "ae.safetensors"
      ],
      "color": "#332922",
      "bgcolor": "#593930"
    },
    {
      "id": 19,
      "type": "UNETLoader",
      "pos": {
        "0": -1472,
        "1": 127,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 82
      },
      "flags": {},
      "order": 6,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            28,
            31
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "UNETLoader"
      },
      "widgets_values": [
        "flux1-schnell.safetensors",
        "fp8_e4m3fn"
      ],
      "color": "#332922",
      "bgcolor": "#593930"
    },
    {
      "id": 22,
      "type": "LoadImage",
      "pos": {
        "0": -1664,
        "1": 589,
        "2": 0,
        "3": 0,
        "4": 0,
        "5": 0,
        "6": 0,
        "7": 0,
        "8": 0,
        "9": 0
      },
      "size": {
        "0": 315,
        "1": 314.0000305175781
      },
      "flags": {},
      "order": 7,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            32
          ],
          "slot_index": 0,
          "shape": 3
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
        "20230620-134743_12.jpg",
        "image"
      ]
    }
  ],
  "links": [
    [
      1,
      1,
      0,
      2,
      0,
      "LATENT"
    ],
    [
      3,
      4,
      0,
      1,
      0,
      "NOISE"
    ],
    [
      4,
      5,
      0,
      1,
      1,
      "GUIDER"
    ],
    [
      5,
      6,
      0,
      5,
      0,
      "MODEL"
    ],
    [
      6,
      7,
      0,
      1,
      2,
      "SAMPLER"
    ],
    [
      7,
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      0,
      1,
      3,
      "SIGMAS"
    ],
    [
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      2,
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      "LATENT"
    ],
    [
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    [
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    [
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    ],
    [
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      "MASK"
    ],
    [
      15,
      15,
      0,
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    ],
    [
      16,
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      0,
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      0,
      "CLIP"
    ],
    [
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    ],
    [
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    [
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      "MODEL"
    ],
    [
      23,
      17,
      0,
      2,
      1,
      "VAE"
    ],
    [
      24,
      19,
      0,
      8,
      0,
      "MODEL"
    ],
    [
      25,
      21,
      0,
      12,
      0,
      "MASK"
    ],
    [
      27,
      2,
      0,
      23,
      0,
      "IMAGE"
    ],
    [
      28,
      19,
      0,
      6,
      0,
      "MODEL"
    ],
    [
      29,
      17,
      0,
      9,
      2,
      "VAE"
    ],
    [
      30,
      17,
      0,
      2,
      1,
      "VAE"
    ],
    [
      31,
      19,
      0,
      8,
      0,
      "MODEL"
    ],
    [
      32,
      22,
      0,
      9,
      3,
      "IMAGE"
    ]
  ],
  "groups": [],
  "config": {},
  "extra": {
    "ds": {
      "scale": 0.895430243255247,
      "offset": [
        1173.3129058899865,
        194.87541415873824
      ]
    }
  },
  "version": 0.4
}

And the resulting script after running successfully:

noise = RandomNoise(18978075554531)
model = UNETLoader('flux1-schnell.safetensors', 'fp8_e4m3fn')
model2 = DifferentialDiffusion(model)
clip = DualCLIPLoader('t5xxl_fp16.safetensors', 'clip_l.safetensors', 'flux')
conditioning = CLIPTextEncode('a person walking with a frisbee in their hand', clip)
conditioning = FluxGuidance(conditioning, 3.5)
conditioning2 = CLIPTextEncode('', clip)
vae = VAELoader('ae.safetensors')
image, _ = LoadImage('20230620-134743_12.jpg')
mask = LoadImageMask('20230620-134743_mask_12.jpg', 'red')
mask = ImpactGaussianBlurMask(mask, 10, 10)
positive, latent, _ = InpaintModelConditioning(conditioning, conditioning2, vae, image, mask)
guider = BasicGuider(model2, positive)
sampler = KSamplerSelect('euler')
sigmas = BasicScheduler(model, 'simple', 20, 1)
latent, _ = SamplerCustomAdvanced(noise, guider, sampler, sigmas, latent)
image2 = VAEDecode(latent, vae)
SaveImage(image2, 'ComfyUI')

The error I am getting pertains to latent, _ = SamplerCustomAdvanced(noise, guider, sampler, sigmas, latent) and is:

model weight dtype torch.float8_e4m3fn, manual cast: torch.float16
model_type FLOW
clip missing: ['text_projection.weight']
Requested to load FluxClipModel_
Loading 1 new model
loaded completely 0.0 9319.23095703125 True
Using pytorch attention in VAE
Using pytorch attention in VAE
Requested to load AutoencodingEngine
Loading 1 new model
loaded completely 0.0 319.7467155456543 True
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[17], line 19
     16 sigmas = BasicScheduler(model, 'simple', 20, 1)
     17 # print(latent[0][0])
     18 # latent, _ = SamplerCustomAdvanced(noise, guider, sampler, sigmas, {"samples": latent[0][0]})
---> 19 latent, _ = SamplerCustomAdvanced(noise, guider, sampler, sigmas, latent)
     20 image2 = VAEDecode(latent, vae)

File [~/ComfyUI/custom_nodes/ComfyScript/src/comfy_script/runtime/real/nodes.py:153](http://localhost:8899/home/ComfyUI/custom_nodes/ComfyScript/src/comfy_script/runtime/real/nodes.py#line=152), in RealRuntimeFactory.new_node.<locals>.new(cls, _comfy_script_v, *args, **kwds)
    150                 return outputs
    152 # Call the node
--> 153 outputs = getattr(obj, obj.FUNCTION)(*args, **kwds)
    155 if config.track_workflow and virtual_outputs is not None:
    156     if isinstance(outputs, typing.Iterable) and not isinstance(outputs, dict):

File [~/ComfyUI/comfy_extras/nodes_custom_sampler.py:599](http://localhost:8899/home/ComfyUI/comfy_extras/nodes_custom_sampler.py#line=598), in SamplerCustomAdvanced.sample(self, noise, guider, sampler, sigmas, latent_image)
    597 def sample(self, noise, guider, sampler, sigmas, latent_image):
    598     latent = latent_image
--> 599     latent_image = latent["samples"]
    600     latent = latent.copy()
    601     latent_image = comfy.sample.fix_empty_latent_channels(guider.model_patcher, latent_image)

TypeError: list indices must be integers or slices, not str

As the original workflow functions correctly in comfyui I was wondering why the script does not produce the correct input for itself.
Many thanks.
@Chaoses-Ib
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Owner

Looks like the return values of InpaintModelConditioning is transpiled incorrectly, change it to the following should work:

positive, _, latent = InpaintModelConditioning(conditioning, conditioning2, vae, image, mask)

@Chaoses-Ib Chaoses-Ib added bug Something isn't working transpiler labels Sep 10, 2024
@AHua-T
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AHua-T commented Sep 10, 2024

Thank you so much that indeed fixed it :)

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