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https://github.com/willmiao/ComfyUI-Lora-Manager.git
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feat(metadata-overwrite): support wired SAMPLER input on sampler field
The sampler field now accepts either a manual string or a SAMPLER connection. When wired, the sampler name is extracted from the KSAMPLER object's sampler_function __name__ (sample_euler -> euler), with special-casing for dpm_fast/dpm_adaptive local closures and uni_pc/uni_pc_bh2 function names. - sampler input declared as "STRING,SAMPLER" with widgetType STRING, mirroring the existing model field union pattern - shared collect_overwrite_params() handles the non-str branch so the node and the metadata extractor conversion logic stay in sync; unrecognized sampler functions are logged and skipped - note: ddim is constructed by ComfyUI as euler with random inpaint, so the ddim name is unrecoverable and extracts as euler
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@@ -8,7 +8,7 @@ cannot drift between the two paths.
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import logging
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from typing import Any, Dict
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from ..utils.utils import model_patcher_to_name
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from ..utils.utils import model_patcher_to_name, sampler_object_to_name
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from .constants import CLIP_SKIP_SENTINEL, METADATA_OVERWRITE_FIELDS
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logger = logging.getLogger(__name__)
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@@ -22,7 +22,9 @@ def collect_overwrite_params(values: Dict[str, Any]) -> Dict[str, Any]:
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of 0 is preserved. The ``model`` field accepts either a manual string or
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a wired MODEL (ModelPatcher) connection; in the latter case the source
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model name is extracted from the patcher's ``cached_patcher_init`` and
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stored as a ComfyUI-style relative path.
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stored as a ComfyUI-style relative path. The ``sampler`` field likewise
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accepts a manual string or a wired SAMPLER (KSAMPLER) connection, from
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which the sampler name is extracted via the sampler function's name.
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"""
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result: Dict[str, Any] = {}
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for key in METADATA_OVERWRITE_FIELDS:
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@@ -34,6 +36,13 @@ def collect_overwrite_params(values: Dict[str, Any]) -> Dict[str, Any]:
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"Could not extract model name from wired MODEL input "
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"(no cached_patcher_init); model metadata overwrite skipped"
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)
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elif key == "sampler" and not isinstance(value, str):
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value = sampler_object_to_name(value)
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if value is None:
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logger.warning(
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"Could not extract sampler name from wired SAMPLER input "
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"(unrecognized sampler function); sampler metadata overwrite skipped"
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)
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if key == "clip_skip":
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if value != CLIP_SKIP_SENTINEL:
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result[key] = value
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@@ -71,10 +71,18 @@ class MetadataOverwriteLM:
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},
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),
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"sampler": (
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"STRING",
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"STRING,SAMPLER",
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{
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"default": "",
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"tooltip": "Sampler name. Only overwrites when non-empty.",
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"widgetType": "STRING",
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"tooltip": (
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"Sampler name. Fill in the name manually or "
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"connect a SAMPLER output (e.g. KSamplerSelect) "
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"— the sampler name is then extracted "
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"automatically. Note: ddim is recorded as "
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"euler (ComfyUI internal representation). "
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"Only overwrites when non-empty."
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),
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},
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),
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"scheduler": (
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@@ -164,6 +172,8 @@ class MetadataOverwriteLM:
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The ``model`` field accepts either a manual string or a wired MODEL
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(ModelPatcher) connection; in the latter case the underlying model
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name is extracted from the patcher's ``cached_patcher_init`` and
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stored as a ComfyUI-style relative path.
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stored as a ComfyUI-style relative path. The ``sampler`` field
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likewise accepts a manual string or a wired SAMPLER (KSAMPLER)
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connection, from which the sampler name is extracted automatically.
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"""
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return (collect_overwrite_params(kwargs),)
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@@ -323,6 +323,42 @@ def model_patcher_to_name(model_patcher: Any) -> Optional[str]:
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return _abs_model_path_to_name(abs_path)
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def sampler_object_to_name(sampler: Any) -> Optional[str]:
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"""Extract a ComfyUI-style sampler name from a SAMPLER (KSAMPLER) object.
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Standard outputs (KSamplerSelect, most built-in sampler nodes) round-trip
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losslessly via the underlying sampler function's ``__name__``
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(``sample_euler`` -> ``euler``). A few edge cases need special-casing
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because the function name diverges from the ``SAMPLER_NAMES`` entry:
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- ``dpm_fast`` / ``dpm_adaptive`` are local closures inside
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``comfy.samplers.ksampler`` (``dpm_fast_function`` / ``dpm_adaptive_function``)
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- ``uni_pc`` / ``uni_pc_bh2`` use ``sample_unipc`` / ``sample_unipc_bh2``
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``ddim`` is constructed by ComfyUI as ``euler`` with random inpaint, so
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the original ``ddim`` name is unrecoverable (extracts as ``euler``).
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Custom sampler nodes that pass non-``sample_*`` functions return None.
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Returns None when the name cannot be recovered.
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"""
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sampler_function = getattr(sampler, "sampler_function", None)
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func_name = getattr(sampler_function, "__name__", None)
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if not isinstance(func_name, str) or not func_name:
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return None
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if func_name == "dpm_fast_function":
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return "dpm_fast"
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if func_name == "dpm_adaptive_function":
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return "dpm_adaptive"
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if func_name.startswith("sample_"):
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name = func_name[len("sample_"):]
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if name == "unipc":
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return "uni_pc"
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if name == "unipc_bh2":
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return "uni_pc_bh2"
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return name or None
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return None
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def _abs_model_path_to_name(abs_path: str) -> str:
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"""Convert an absolute model path to a ComfyUI-style relative name.
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