nodes/alisson-anjos-ComfyUI-BFSNodes
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feat/shot-loop
alisson-anjos-ComfyUI-BFSNodes/__init__.py
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alisson-anjosandClaude Opus 5.5 29cedad7be Shot loop: one-shot split mode, BFS Shot Seed, BFS Shot Noise, BFS Sigmas Preview (1.94.0) 
- Planner: Mode "One shot (whole range)" (the range as a single shot, Max seconds / shot not applied) and
  "Range length, seconds" next to it, so a whole shot or pieces of at most X are set in the Video tab alone.
- BFS Shot Seed: one seed per shot from a base seed (same / increment / random per shot) with per-shot overrides.
- BFS Shot Noise (experimental, optional): starting noise for SamplerCustomAdvanced on H3's video + audio latent;
  every amount at 0 is exactly RandomNoise. shared_base (the coarse pattern from a base seed, the same across shots,
  resolutions and lengths), static_share, distribution, spectrum_tilt, pyramid, guide_structure, ref_tint.
- BFS Sigmas Preview: chart of a sigma schedule (steps on layout / shapes / detail), pass-through.

Tested: split logic, seed logic, noise statistics (unit variance, identity at 0) and the chart, in Python.
Not tested yet inside ComfyUI / the panel in a browser.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-11 23:47:53 +00:00

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from .nodes import NODE_CLASS_MAPPINGS as BFS_NODE_CLASS_MAPPINGS
from .nodes import NODE_DISPLAY_NAME_MAPPINGS as BFS_NODE_DISPLAY_NAME_MAPPINGS
from .ltxv_editanything import NODE_CLASS_MAPPINGS as LTXV_EA_NODE_CLASS_MAPPINGS
from .ltxv_editanything import NODE_DISPLAY_NAME_MAPPINGS as LTXV_EA_NODE_DISPLAY_NAME_MAPPINGS
from .headswap_node import NODE_CLASS_MAPPINGS as HEADSWAP_NODE_CLASS_MAPPINGS
from .headswap_node import NODE_DISPLAY_NAME_MAPPINGS as HEADSWAP_NODE_DISPLAY_NAME_MAPPINGS
from .anime2real_node import NODE_CLASS_MAPPINGS as A2R_NODE_CLASS_MAPPINGS
from .anime2real_node import NODE_DISPLAY_NAME_MAPPINGS as A2R_NODE_DISPLAY_NAME_MAPPINGS
from .amv_guide_node import NODE_CLASS_MAPPINGS as AMV_NODE_CLASS_MAPPINGS
from .amv_guide_node import NODE_DISPLAY_NAME_MAPPINGS as AMV_NODE_DISPLAY_NAME_MAPPINGS
from .ltx_identity_overlap import NODE_CLASS_MAPPINGS as IDT_NODE_CLASS_MAPPINGS
from .ltx_identity_overlap import NODE_DISPLAY_NAME_MAPPINGS as IDT_NODE_DISPLAY_NAME_MAPPINGS
from .ltx_multiref_slots import NODE_CLASS_MAPPINGS as MRSLOT_NODE_CLASS_MAPPINGS
from .ltx_multiref_slots import NODE_DISPLAY_NAME_MAPPINGS as MRSLOT_NODE_DISPLAY_NAME_MAPPINGS
from .ltx_multiple_controls import NODE_CLASS_MAPPINGS as MC_NODE_CLASS_MAPPINGS
from .ltx_multiple_controls import NODE_DISPLAY_NAME_MAPPINGS as MC_NODE_DISPLAY_NAME_MAPPINGS
from .color_mask_node import NODE_CLASS_MAPPINGS as CM_NODE_CLASS_MAPPINGS
from .color_mask_node import NODE_DISPLAY_NAME_MAPPINGS as CM_NODE_DISPLAY_NAME_MAPPINGS
try:
from .minimax_h3_singleframe_vae import NODE_CLASS_MAPPINGS as MMVAE_NODE_CLASS_MAPPINGS
from .minimax_h3_singleframe_vae import NODE_DISPLAY_NAME_MAPPINGS as MMVAE_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] MiniMax-H3 VAE loaders not loaded: {_e!r}")
MMVAE_NODE_CLASS_MAPPINGS, MMVAE_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .sharpest_frame import NODE_CLASS_MAPPINGS as SHARP_NODE_CLASS_MAPPINGS
from .sharpest_frame import NODE_DISPLAY_NAME_MAPPINGS as SHARP_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] Sharpest Frame node not loaded: {_e!r}")
SHARP_NODE_CLASS_MAPPINGS, SHARP_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .minimax_h3_direct_decode import NODE_CLASS_MAPPINGS as MMDD_NODE_CLASS_MAPPINGS
from .minimax_h3_direct_decode import NODE_DISPLAY_NAME_MAPPINGS as MMDD_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] MiniMax-H3 direct decode node not loaded: {_e!r}")
MMDD_NODE_CLASS_MAPPINGS, MMDD_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .save_h3_latent import NODE_CLASS_MAPPINGS as SVH3_NODE_CLASS_MAPPINGS
from .save_h3_latent import NODE_DISPLAY_NAME_MAPPINGS as SVH3_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] Save H3 Latent node not loaded: {_e!r}")
SVH3_NODE_CLASS_MAPPINGS, SVH3_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .edit_prompt_fixer import NODE_CLASS_MAPPINGS as EPF_NODE_CLASS_MAPPINGS
from .edit_prompt_fixer import NODE_DISPLAY_NAME_MAPPINGS as EPF_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] Edit Anything Prompt Fixer not loaded: {_e!r}")
EPF_NODE_CLASS_MAPPINGS, EPF_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .ltx_identity_multiangle import NODE_CLASS_MAPPINGS as MA_NODE_CLASS_MAPPINGS
from .ltx_identity_multiangle import NODE_DISPLAY_NAME_MAPPINGS as MA_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] LTX Identity Multiple Angles node not loaded: {_e!r}")
MA_NODE_CLASS_MAPPINGS, MA_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .ltx_identity_gemma_vision import NODE_CLASS_MAPPINGS as GV_NODE_CLASS_MAPPINGS
from .ltx_identity_gemma_vision import NODE_DISPLAY_NAME_MAPPINGS as GV_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] LTX Identity Gemma-Vision node not loaded: {_e!r}")
GV_NODE_CLASS_MAPPINGS, GV_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .multiref_sheet_node import NODE_CLASS_MAPPINGS as MRS_NODE_CLASS_MAPPINGS
from .multiref_sheet_node import NODE_DISPLAY_NAME_MAPPINGS as MRS_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] Multi-Ref Sheet Builder node not loaded: {_e!r}")
MRS_NODE_CLASS_MAPPINGS, MRS_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .ltx_multishot_prompt import NODE_CLASS_MAPPINGS as MSP_NODE_CLASS_MAPPINGS
from .ltx_multishot_prompt import NODE_DISPLAY_NAME_MAPPINGS as MSP_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] LTX Multishot Prompt node not loaded: {_e!r}")
MSP_NODE_CLASS_MAPPINGS, MSP_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
# CAN / AdaLN node disabled: empirically the AdaLN modulation degrades the video (the identity
# gain came from the projector + LoRA, not the CAN). Kept the file but not registered.
CAN_NODE_CLASS_MAPPINGS, CAN_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .bfs_h3_side_panel import NODE_CLASS_MAPPINGS as PANEL_NODE_CLASS_MAPPINGS
from .bfs_h3_side_panel import NODE_DISPLAY_NAME_MAPPINGS as PANEL_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] H3 side panel nodes unavailable: {_e}")
PANEL_NODE_CLASS_MAPPINGS, PANEL_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .bfs_shot_loop import NODE_CLASS_MAPPINGS as SHOT_NODE_CLASS_MAPPINGS
from .bfs_shot_loop import NODE_DISPLAY_NAME_MAPPINGS as SHOT_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] Shot loop nodes not loaded: {_e!r}")
SHOT_NODE_CLASS_MAPPINGS, SHOT_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .bfs_shot_noise import NODE_CLASS_MAPPINGS as SNOISE_NODE_CLASS_MAPPINGS
from .bfs_shot_noise import NODE_DISPLAY_NAME_MAPPINGS as SNOISE_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] BFS Shot Noise node not loaded: {_e!r}")
SNOISE_NODE_CLASS_MAPPINGS, SNOISE_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .minimax_h3_downscaled_guide import NODE_CLASS_MAPPINGS as H3GUIDE_NODE_CLASS_MAPPINGS
from .minimax_h3_downscaled_guide import NODE_DISPLAY_NAME_MAPPINGS as H3GUIDE_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] MiniMax-H3 downscaled guide nodes not loaded: {_e!r}")
H3GUIDE_NODE_CLASS_MAPPINGS, H3GUIDE_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .headswap_ltx_masked_sampler import NODE_CLASS_MAPPINGS as HSMS_NODE_CLASS_MAPPINGS
from .headswap_ltx_masked_sampler import NODE_DISPLAY_NAME_MAPPINGS as HSMS_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] BFS Sampler not loaded: {_e!r}")
HSMS_NODE_CLASS_MAPPINGS, HSMS_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
try:
from .bfs_lora_surgery import NODE_CLASS_MAPPINGS as LSURG_NODE_CLASS_MAPPINGS
from .bfs_lora_surgery import NODE_DISPLAY_NAME_MAPPINGS as LSURG_NODE_DISPLAY_NAME_MAPPINGS
except Exception as _e: # noqa
print(f"[BFSNodes] LoRA Surgery node not loaded: {_e!r}")
LSURG_NODE_CLASS_MAPPINGS, LSURG_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
NODE_CLASS_MAPPINGS = {
**H3GUIDE_NODE_CLASS_MAPPINGS,
**SHOT_NODE_CLASS_MAPPINGS,
**PANEL_NODE_CLASS_MAPPINGS,
**GV_NODE_CLASS_MAPPINGS,
**CAN_NODE_CLASS_MAPPINGS,
**BFS_NODE_CLASS_MAPPINGS,
**LTXV_EA_NODE_CLASS_MAPPINGS,
**HEADSWAP_NODE_CLASS_MAPPINGS,
**A2R_NODE_CLASS_MAPPINGS,
**AMV_NODE_CLASS_MAPPINGS,
**IDT_NODE_CLASS_MAPPINGS,
**MC_NODE_CLASS_MAPPINGS,
**MRSLOT_NODE_CLASS_MAPPINGS,
**MA_NODE_CLASS_MAPPINGS,
**MRS_NODE_CLASS_MAPPINGS,
**CM_NODE_CLASS_MAPPINGS,
**MSP_NODE_CLASS_MAPPINGS,
**MMVAE_NODE_CLASS_MAPPINGS,
**SHARP_NODE_CLASS_MAPPINGS,
**SNOISE_NODE_CLASS_MAPPINGS,
**MMDD_NODE_CLASS_MAPPINGS,
**SVH3_NODE_CLASS_MAPPINGS,
**EPF_NODE_CLASS_MAPPINGS,
**HSMS_NODE_CLASS_MAPPINGS,
**LSURG_NODE_CLASS_MAPPINGS,
}
NODE_DISPLAY_NAME_MAPPINGS = {
**H3GUIDE_NODE_DISPLAY_NAME_MAPPINGS,
**SHOT_NODE_DISPLAY_NAME_MAPPINGS,
**PANEL_NODE_DISPLAY_NAME_MAPPINGS,
**GV_NODE_DISPLAY_NAME_MAPPINGS,
**CAN_NODE_DISPLAY_NAME_MAPPINGS,
**BFS_NODE_DISPLAY_NAME_MAPPINGS,
**LTXV_EA_NODE_DISPLAY_NAME_MAPPINGS,
**HEADSWAP_NODE_DISPLAY_NAME_MAPPINGS,
**A2R_NODE_DISPLAY_NAME_MAPPINGS,
**AMV_NODE_DISPLAY_NAME_MAPPINGS,
**IDT_NODE_DISPLAY_NAME_MAPPINGS,
**MC_NODE_DISPLAY_NAME_MAPPINGS,
**MRSLOT_NODE_DISPLAY_NAME_MAPPINGS,
**MA_NODE_DISPLAY_NAME_MAPPINGS,
**MRS_NODE_DISPLAY_NAME_MAPPINGS,
**CM_NODE_DISPLAY_NAME_MAPPINGS,
**MSP_NODE_DISPLAY_NAME_MAPPINGS,
**MMVAE_NODE_DISPLAY_NAME_MAPPINGS,
**SHARP_NODE_DISPLAY_NAME_MAPPINGS,
**SNOISE_NODE_DISPLAY_NAME_MAPPINGS,
**MMDD_NODE_DISPLAY_NAME_MAPPINGS,
**SVH3_NODE_DISPLAY_NAME_MAPPINGS,
**EPF_NODE_DISPLAY_NAME_MAPPINGS,
**HSMS_NODE_DISPLAY_NAME_MAPPINGS,
**LSURG_NODE_DISPLAY_NAME_MAPPINGS,
}
WEB_DIRECTORY = "./web/js"
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
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