SYMBOL INDEX (413 symbols across 30 files)

FILE: deforum_nodes/exec_hijack.py
  function map_node_over_list (line 4) | def map_node_over_list(obj, input_data_all, func, allow_interrupt=False,...

FILE: deforum_nodes/modules/better_resize/interp_methods.py
  function set_framework_dependencies (line 17) | def set_framework_dependencies(x):
  function support_sz (line 28) | def support_sz(sz):
  function cubic (line 36) | def cubic(x):
  function lanczos2 (line 47) | def lanczos2(x):
  function lanczos3 (line 54) | def lanczos3(x):
  function linear (line 61) | def linear(x):
  function box (line 68) | def box(x):

FILE: deforum_nodes/modules/better_resize/resize_right.py
  class NoneClass (line 8) | class NoneClass:
  function resize (line 32) | def resize(input, scale_factors=None, out_shape=None,
  function get_projected_grid (line 126) | def get_projected_grid(in_sz, out_sz, scale_factor, fw, by_convs, device...
  function get_field_of_view (line 141) | def get_field_of_view(projected_grid, cur_support_sz, fw, eps, device):
  function calc_pad_sz (line 153) | def calc_pad_sz(in_sz, out_sz, field_of_view, projected_grid, scale_factor,
  function get_weights (line 204) | def get_weights(interp_method, projected_grid, field_of_view):
  function apply_weights (line 217) | def apply_weights(input, field_of_view, weights, dim, n_dims, pad_sz, pa...
  function apply_convs (line 251) | def apply_convs(input, scale_factor, in_sz, out_sz, weights, dim, pad_sz,
  function set_scale_and_out_sz (line 280) | def set_scale_and_out_sz(in_shape, out_shape, scale_factors, by_convs,
  function apply_antialiasing_if_needed (line 343) | def apply_antialiasing_if_needed(interp_method, support_sz, scale_factor,
  function fw_ceil (line 358) | def fw_ceil(x, fw):
  function fw_floor (line 365) | def fw_floor(x, fw):
  function fw_cat (line 372) | def fw_cat(x, fw):
  function fw_swapaxes (line 379) | def fw_swapaxes(x, ax_1, ax_2, fw):
  function fw_pad (line 386) | def fw_pad(x, fw, pad_sz, pad_mode, dim=0):
  function fw_conv (line 403) | def fw_conv(input, filter, stride):
  function fw_arange (line 417) | def fw_arange(upper_bound, fw, device):
  function fw_empty (line 424) | def fw_empty(shape, fw, device):

FILE: deforum_nodes/modules/deforum_comfy_sampler.py
  function common_ksampler_with_custom_noise (line 10) | def common_ksampler_with_custom_noise(model, seed, steps, cfg, sampler_n...
  function sample_deforum (line 44) | def sample_deforum(
  function encode_latent (line 205) | def encode_latent(vae, latent, seed, subseed, subseed_strength, seed_res...
  function generate_latent (line 224) | def generate_latent(width, height, seed, subseed, subseed_strength, seed...
  function get_conds (line 236) | def get_conds(clip, prompt):
  function apply_controlnet (line 247) | def apply_controlnet(conditioning, control_net, image, strength):
  function decode_sample (line 264) | def decode_sample(vae, sample):

FILE: deforum_nodes/modules/deforum_comfyui_helpers.py
  function pad_to_match (line 23) | def pad_to_match(tensor1, tensor2):
  function parse_widget (line 46) | def parse_widget(widget_info: dict) -> tuple:
  function get_node_params (line 62) | def get_node_params(input_params):
  function get_current_keys (line 70) | def get_current_keys(anim_args, seed, root, parseq_args=None, video_args...
  function tensor2pil (line 98) | def tensor2pil(image):
  function pil2tensor (line 106) | def pil2tensor(image):
  function tensor2np (line 110) | def tensor2np(img):
  function get_latent_with_seed (line 114) | def get_latent_with_seed(seed):
  function pil_image_to_base64 (line 117) | def pil_image_to_base64(pil_image):
  function tensor_to_webp_base64 (line 123) | def tensor_to_webp_base64(tensor):
  function generate_seed_list (line 141) | def generate_seed_list(max_frames, mode='fixed', start_seed=0, step=1):
  function find_next_index (line 168) | def find_next_index(output_dir, filename_prefix, format):
  function pyramid_blend (line 201) | def pyramid_blend(tensor1, tensor2, blend_value):
  function gaussian_blend (line 212) | def gaussian_blend(tensor2, tensor1, blend_value):
  function sigmoidal_blend (line 218) | def sigmoidal_blend(tensor1, tensor2, blend_value):
  function blend_tensors (line 225) | def blend_tensors(obj1, obj2, blend_value, blend_method="linear"):

FILE: deforum_nodes/modules/deforum_constants.py
  class DeforumStorage (line 1) | class DeforumStorage:
    method __new__ (line 4) | def __new__(cls, *args, **kwargs):
    method __init__ (line 14) | def __init__(self):

FILE: deforum_nodes/modules/deforum_node_base.py
  class DeforumDataBase (line 1) | class DeforumDataBase:
    method IS_CHANGED (line 12) | def IS_CHANGED(cls, text, autorefresh):
    method get (line 16) | def get(self, deforum_data=None, *args, **kwargs):

FILE: deforum_nodes/modules/interp.py
  function optical_flow_cadence (line 23) | def optical_flow_cadence(i1, i2, cadence, method="DIS Medium"):
  function get_matrix_for_hybrid_motion (line 44) | def get_matrix_for_hybrid_motion(frame_idx, dimensions, inputfiles, hybr...
  function get_matrix_for_hybrid_motion_prev (line 52) | def get_matrix_for_hybrid_motion_prev(frame_idx, dimensions, inputfiles,...
  function get_flow_for_hybrid_motion (line 65) | def get_flow_for_hybrid_motion(frame_idx, dimensions, inputfiles, hybrid...
  function get_flow_for_hybrid_motion_prev (line 76) | def get_flow_for_hybrid_motion_prev(frame_idx, dimensions, inputfiles, h...
  function get_flow_for_hybrid_motion_prev_imgs (line 91) | def get_flow_for_hybrid_motion_prev_imgs(frame_idx, dimensions, current_...
  function image_transform_ransac (line 107) | def image_transform_ransac(image_cv2, xform, hybrid_motion, border_mode=...
  function image_transform_optical_flow (line 114) | def image_transform_optical_flow(img, flow, border_mode=cv2.BORDER_REPLI...
  function image_transform_affine (line 123) | def image_transform_affine(image_cv2, xform, border_mode=cv2.BORDER_REPL...
  function image_transform_perspective (line 132) | def image_transform_perspective(image_cv2, xform, border_mode=cv2.BORDER...
  function get_hybrid_motion_default_matrix (line 141) | def get_hybrid_motion_default_matrix(hybrid_motion):
  function get_hybrid_motion_default_flow (line 149) | def get_hybrid_motion_default_flow(dimensions):
  function get_transformation_matrix_from_images (line 155) | def get_transformation_matrix_from_images(img1, img2, hybrid_motion, max...
  function get_flow_from_images (line 186) | def get_flow_from_images(i1, i2, method):
  function get_flow_from_images_DIS (line 204) | def get_flow_from_images_DIS(i1, i2, preset):
  function get_flow_from_images_Dense_RLOF (line 211) | def get_flow_from_images_Dense_RLOF(i1, i2, last_flow=None):
  function get_flow_from_images_SF (line 215) | def get_flow_from_images_SF(i1, i2, last_flow=None, layers=3, averaging_...
  function get_flow_from_images_Farneback (line 219) | def get_flow_from_images_Farneback(i1, i2, preset="normal", last_flow=No...
  function save_flow_visualization (line 243) | def save_flow_visualization(frame_idx, dimensions, flow, inputfiles, hyb...
  function draw_flow_lines_in_grid_in_color (line 255) | def draw_flow_lines_in_grid_in_color(img, flow, step=8, magnitude_multip...
  function draw_flow_lines_in_color (line 288) | def draw_flow_lines_in_color(img, flow, threshold=3, magnitude_multiplie...
  function autocontrast_grayscale (line 327) | def autocontrast_grayscale(image, low_cutoff=0, high_cutoff=100):
  function get_resized_image_from_filename (line 342) | def get_resized_image_from_filename(im, dimensions):
  function remap (line 347) | def remap(img, flow, border_mode=cv2.BORDER_REFLECT_101):
  function center_crop_image (line 362) | def center_crop_image(img, w, h):
  function extend_flow (line 370) | def extend_flow(flow, w, h):

FILE: deforum_nodes/modules/standalone_cadence.py
  class CadenceInterpolator (line 16) | class CadenceInterpolator:
    method __init__ (line 17) | def __init__(self):
    method new_standalone_cadence (line 25) | def new_standalone_cadence(self, args, anim_args, root, keys, frame_id...

FILE: deforum_nodes/nodes/deforum_advnoise_node.py
  class AddAdvancedNoiseNode (line 44) | class AddAdvancedNoiseNode:
    method IS_CHANGED (line 49) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 54) | def INPUT_TYPES(cls):
    method add_advanced_noise (line 216) | def add_advanced_noise(self, images, noise_type, amount, seed=None, **...
  function generate_voronoi_noise (line 256) | def generate_voronoi_noise(H, W, num_points=100, seed=None, *args, **kwa...
  function generate_simplex_noise (line 291) | def generate_simplex_noise(H, W, scale=0.05, octaves=4, persistence=0.5,...
  function generate_wavelet_noise (line 319) | def generate_wavelet_noise(H, W, octaves=3, wavelet='haar', mode='symmet...
  function generate_gabor_kernel (line 348) | def generate_gabor_kernel(frequency, theta, sigma_x, sigma_y, n_stds=3, ...
  function generate_gabor_noise (line 380) | def generate_gabor_noise(H, W, frequency=0.1, theta=0.0, sigma_x=10.0, s...
  function generate_value_noise (line 414) | def generate_value_noise(H, W, res=16, seed=None, **kwargs):
  function lerp (line 467) | def lerp(a, b, t):
  function fade (line 471) | def fade(t):
  function generate_flow_noise_pattern (line 476) | def generate_flow_noise_pattern(H, W, scale=0.1, angle=0.0, seed=None):
  function generate_flow_noise (line 511) | def generate_flow_noise(H, W, flow_scale=0.1, flow_angle=0.0, seed=None,...
  function generate_turbulence_noise (line 538) | def generate_turbulence_noise(H, W, scale=0.05, octaves=4, persistence=0...
  function generate_ridged_multifractal_noise (line 569) | def generate_ridged_multifractal_noise(H, W, scale=0.05, octaves=4, pers...
  function generate_reaction_diffusion_noise (line 604) | def generate_reaction_diffusion_noise(H, W, steps=100, Du=0.16, Dv=0.08,...

FILE: deforum_nodes/nodes/deforum_audiosync_nodes.py
  class ExtractDominantNoteAmplitude (line 30) | class ExtractDominantNoteAmplitude:
    method INPUT_TYPES (line 32) | def INPUT_TYPES(s):
    method extract (line 51) | def extract(self, audio_fft, min_frequency, max_frequency, magnitude_t...
  class InverseFFTNode (line 83) | class InverseFFTNode:
    method INPUT_TYPES (line 85) | def INPUT_TYPES(cls):
    method synthesize (line 99) | def synthesize(self, magnitude, phase):
  class AmplitudeToAudio (line 113) | class AmplitudeToAudio:
    method INPUT_TYPES (line 115) | def INPUT_TYPES(cls):
    method convert (line 133) | def convert(self, amplitude, phase, sample_rate=44100):
  class AudioData (line 159) | class AudioData:
    method __init__ (line 160) | def __init__(self, audio_segment) -> None:
    method get_channel_audio_data (line 174) | def get_channel_audio_data(self, channel: int):
    method get_channel_fft (line 179) | def get_channel_fft(self, channel: int):
  function xor (line 185) | def xor(a, b):
  class DeforumAmplitudeToKeyframeSeriesNode (line 271) | class DeforumAmplitudeToKeyframeSeriesNode:
    method INPUT_TYPES (line 273) | def INPUT_TYPES(cls):
    method safe_eval (line 294) | def safe_eval(self, expr, t, x, max_f, y=None, z=None):
    method convert (line 318) | def convert(self, type_name, amplitude, max_frames=500, math="x/100", ...
  class DeforumAmplitudeToString (line 345) | class DeforumAmplitudeToString:
    method INPUT_TYPES (line 347) | def INPUT_TYPES(s):
    method IS_CHANGED (line 361) | def IS_CHANGED(self, *args, **kwargs):
    method convert (line 365) | def convert(self, amplitude):
  class DerivativeOfAmplitude (line 369) | class DerivativeOfAmplitude:
    method INPUT_TYPES (line 371) | def INPUT_TYPES(s):
    method derive (line 384) | def derive(self, amplitude,):
  class SpectralCentroid (line 388) | class SpectralCentroid:
    method INPUT_TYPES (line 390) | def INPUT_TYPES(s):
    method calculate (line 403) | def calculate(self, audio_fft,):
  class TimeSmoothing (line 409) | class TimeSmoothing:
    method INPUT_TYPES (line 411) | def INPUT_TYPES(s):
    method smooth (line 428) | def smooth(self, amplitude, window_size,):
  class BeatDetection (line 432) | class BeatDetection:
    method INPUT_TYPES (line 434) | def INPUT_TYPES(s):
    method detect (line 448) | def detect(self, audio):
    method find_beat_times (line 455) | def find_beat_times(self, audio):
    method extract_envelope (line 468) | def extract_envelope(self, audio_data, sample_rate):
  class FrequencyRangeAmplitude (line 475) | class FrequencyRangeAmplitude:
    method INPUT_TYPES (line 477) | def INPUT_TYPES(s):
    method analyze_frequency_range (line 496) | def analyze_frequency_range(self, audio, frequency_range=(20, 20000), ...
    method bandpass_filter (line 513) | def bandpass_filter(self, data, lowcut, highcut, sample_rate, order=5):
    method normalize (line 521) | def normalize(self, data, min_value=0, max_value=1, window_size=1, inv...
  class BeatDetectionNode (line 526) | class BeatDetectionNode:
    method INPUT_TYPES (line 528) | def INPUT_TYPES(s):
    method detect_beats (line 543) | def detect_beats(self, audio, sample_rate):
  class TempoChangeDetectionNode (line 553) | class TempoChangeDetectionNode:
    method INPUT_TYPES (line 555) | def INPUT_TYPES(cls):
    method detect_tempo_changes (line 567) | def detect_tempo_changes(self, audio, threshold=0.5, fps=24.0):
  class ConvertNormalizedAmplitude (line 597) | class ConvertNormalizedAmplitude:
    method INPUT_TYPES (line 599) | def INPUT_TYPES(cls):
    method convert_normalized_amplitude (line 610) | def convert_normalized_amplitude(self, normalized_amp):

FILE: deforum_nodes/nodes/deforum_cache_nodes.py
  class DeforumCacheLatentNode (line 3) | class DeforumCacheLatentNode:
    method IS_CHANGED (line 6) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 12) | def INPUT_TYPES(cls):
    method cache_it (line 26) | def cache_it(self, latent=None, cache_index=0):
  class DeforumGetCachedLatentNode (line 38) | class DeforumGetCachedLatentNode:
    method IS_CHANGED (line 41) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 47) | def INPUT_TYPES(cls):
    method get_cached_latent (line 60) | def get_cached_latent(self, cache_index=0):
  class DeforumCacheImageNode (line 70) | class DeforumCacheImageNode:
    method IS_CHANGED (line 72) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 78) | def INPUT_TYPES(cls):
    method cache_it (line 92) | def cache_it(self, image=None, cache_index=0):
  class DeforumGetCachedImageNode (line 103) | class DeforumGetCachedImageNode:
    method IS_CHANGED (line 106) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 112) | def INPUT_TYPES(cls):
    method get_cached_latent (line 126) | def get_cached_latent(self, cache_index=0):
  class DeforumCacheStringNode (line 142) | class DeforumCacheStringNode:
    method IS_CHANGED (line 144) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 150) | def INPUT_TYPES(cls):
    method cache_it (line 164) | def cache_it(self, input_string=None, cache_index=0):
  class DeforumGetCachedStringNode (line 175) | class DeforumGetCachedStringNode:
    method IS_CHANGED (line 178) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 184) | def INPUT_TYPES(cls):
    method get_cached_string (line 197) | def get_cached_string(self, cache_index=0):

FILE: deforum_nodes/nodes/deforum_cnet_nodes.py
  class DeforumControlNetApply (line 2) | class DeforumControlNetApply:
    method INPUT_TYPES (line 4) | def INPUT_TYPES(s):
    method apply_controlnet (line 16) | def apply_controlnet(self, conditioning, control_net, strength, image=...

FILE: deforum_nodes/nodes/deforum_cond_nodes.py
  class DeforumConditioningBlendNode (line 7) | class DeforumConditioningBlendNode:
    method __init__ (line 8) | def __init__(self):
    method INPUT_TYPES (line 14) | def INPUT_TYPES(s):
    method fn (line 27) | def fn(self, clip, deforum_frame_data, blend_method):
    method get_conditioning (line 61) | def get_conditioning(self, prompt="", clip=None, progress_callback=None):
  class DeforumInpaintModelConditioning (line 69) | class DeforumInpaintModelConditioning:
    method INPUT_TYPES (line 71) | def INPUT_TYPES(s):
    method encode (line 92) | def encode(self, positive, negative, vae, pixels, mask, latent, deforu...
  class DeforumShuffleTokenizer (line 135) | class DeforumShuffleTokenizer:
    method INPUT_TYPES (line 138) | def INPUT_TYPES(s):
    method fn (line 150) | def fn(self, clip, seed=42):

FILE: deforum_nodes/nodes/deforum_data_nodes.py
  class DeforumBaseParamsNode (line 8) | class DeforumBaseParamsNode(DeforumDataBase):
    method __init__ (line 12) | def __init__(self):
    method INPUT_TYPES (line 16) | def INPUT_TYPES(s):
  class DeforumAnimParamsNode (line 20) | class DeforumAnimParamsNode(DeforumDataBase):
    method __init__ (line 24) | def __init__(self):
    method INPUT_TYPES (line 28) | def INPUT_TYPES(s):
  class DeforumTranslationParamsNode (line 32) | class DeforumTranslationParamsNode(DeforumDataBase):
    method __init__ (line 36) | def __init__(self):
    method INPUT_TYPES (line 40) | def INPUT_TYPES(s):
  class DeforumDepthParamsNode (line 44) | class DeforumDepthParamsNode(DeforumDataBase):
    method __init__ (line 48) | def __init__(self):
    method INPUT_TYPES (line 52) | def INPUT_TYPES(s):
  class DeforumNoiseParamsNode (line 56) | class DeforumNoiseParamsNode(DeforumDataBase):
    method __init__ (line 60) | def __init__(self):
    method INPUT_TYPES (line 64) | def INPUT_TYPES(s):
  class DeforumColorParamsNode (line 68) | class DeforumColorParamsNode(DeforumDataBase):
    method __init__ (line 72) | def __init__(self):
    method INPUT_TYPES (line 76) | def INPUT_TYPES(s):
  class DeforumDiffusionParamsNode (line 80) | class DeforumDiffusionParamsNode(DeforumDataBase):
    method __init__ (line 84) | def __init__(self):
    method INPUT_TYPES (line 88) | def INPUT_TYPES(s):
  class DeforumCadenceParamsNode (line 92) | class DeforumCadenceParamsNode(DeforumDataBase):
    method __init__ (line 96) | def __init__(self):
    method INPUT_TYPES (line 100) | def INPUT_TYPES(s):
  class DeforumHybridParamsNode (line 103) | class DeforumHybridParamsNode(DeforumDataBase):
    method __init__ (line 107) | def __init__(self):
    method INPUT_TYPES (line 111) | def INPUT_TYPES(s):
  class DeforumHybridScheduleNode (line 114) | class DeforumHybridScheduleNode(DeforumDataBase):
    method __init__ (line 118) | def __init__(self):
    method INPUT_TYPES (line 122) | def INPUT_TYPES(s):
  class DeforumFrameDataExtract (line 125) | class DeforumFrameDataExtract:
    method INPUT_TYPES (line 127) | def INPUT_TYPES(s):
    method get_data (line 138) | def get_data(self, deforum_frame_data):

FILE: deforum_nodes/nodes/deforum_framewarp_node.py
  class DeforumFrameWarpNode (line 12) | class DeforumFrameWarpNode:
    method __init__ (line 13) | def __init__(self):
    method INPUT_TYPES (line 19) | def INPUT_TYPES(s):
    method fn (line 37) | def fn(self, image, deforum_frame_data, warp_depth_image, depth_image=...
    method to_image (line 160) | def to_image(self, depth: torch.Tensor):

FILE: deforum_nodes/nodes/deforum_hybrid_nodes.py
  class DeforumApplyFlowNode (line 16) | class DeforumApplyFlowNode:
    method INPUT_TYPES (line 19) | def INPUT_TYPES(cls):
    method __init__ (line 38) | def __init__(self):
    method apply_flow (line 41) | def apply_flow(self, image, flow_image, flow_method, flow_factor, defo...
  class DeforumHybridMotionNode (line 64) | class DeforumHybridMotionNode:
    method __init__ (line 68) | def __init__(self):
    method INPUT_TYPES (line 74) | def INPUT_TYPES(s):
    method fn (line 88) | def fn(self, image, hybrid_image, deforum_frame_data, hybrid_method):

FILE: deforum_nodes/nodes/deforum_image_nodes.py
  class DeforumColorMatchNode (line 8) | class DeforumColorMatchNode:
    method __init__ (line 10) | def __init__(self):
    method INPUT_TYPES (line 16) | def INPUT_TYPES(s):
    method fn (line 33) | def fn(self, image, deforum_frame_data, force_use_sample, force_sample...
  class DeforumAddNoiseNode (line 61) | class DeforumAddNoiseNode:
    method INPUT_TYPES (line 63) | def INPUT_TYPES(s):
    method fn (line 75) | def fn(self, image, deforum_frame_data):

FILE: deforum_nodes/nodes/deforum_interpolation_nodes.py
  class DeforumFILMInterpolationNode (line 21) | class DeforumFILMInterpolationNode:
    method __init__ (line 22) | def __init__(self):
    method INPUT_TYPES (line 26) | def INPUT_TYPES(s):
    method IS_CHANGED (line 42) | def IS_CHANGED(self, *args, **kwargs):
    method interpolate (line 46) | def interpolate(self, image, inter_frames, skip_first, skip_last):
    method fn (line 79) | def fn(self, image, inter_amount, skip_first, skip_last):
  class DeforumSimpleInterpolationNode (line 94) | class DeforumSimpleInterpolationNode:
    method __init__ (line 95) | def __init__(self):
    method INPUT_TYPES (line 99) | def INPUT_TYPES(s):
    method IS_CHANGED (line 120) | def IS_CHANGED(self, *args, **kwargs):
    method interpolate (line 124) | def interpolate(self, image, method, inter_frames, skip_first, skip_la...
    method fn (line 169) | def fn(self, image, method, inter_amount, skip_first, skip_last, first...
  class DeforumCadenceNode (line 194) | class DeforumCadenceNode:
    method __init__ (line 195) | def __init__(self):
    method INPUT_TYPES (line 200) | def INPUT_TYPES(s):
    method IS_CHANGED (line 219) | def IS_CHANGED(self, *args, **kwargs):
    method interpolate (line 223) | def interpolate(self, image, first_image, deforum_frame_data, depth_st...
    method fn (line 348) | def fn(self, image, first_image, deforum_frame_data, depth_strength, p...

FILE: deforum_nodes/nodes/deforum_iteration_nodes.py
  class DeforumIteratorNode (line 15) | class DeforumIteratorNode:
    method __init__ (line 16) | def __init__(self):
    method IS_CHANGED (line 25) | def IS_CHANGED(cls, *args, **kwargs):
    method INPUT_TYPES (line 31) | def INPUT_TYPES(cls):
    method get (line 59) | def get(self, deforum_data, latent_type, latent=None, init_latent=None...
    method get_current_frame (line 316) | def get_current_frame(self, args, anim_args, root, keys, frame_idx, ar...
  class DeforumSeedNode (line 337) | class DeforumSeedNode:
    method IS_CHANGED (line 339) | def IS_CHANGED(cls, *args, **kwargs):
    method INPUT_TYPES (line 342) | def INPUT_TYPES(cls):
    method get (line 355) | def get(self, seed, *args, **kwargs):
  class DeforumBigBoneResetNode (line 359) | class DeforumBigBoneResetNode:
    method IS_CHANGED (line 361) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 366) | def INPUT_TYPES(cls):
    method get (line 377) | def get(self, reset_deforum, *args, **kwargs):

FILE: deforum_nodes/nodes/deforum_legacy_nodes.py
  class DeforumSingleSampleNode (line 14) | class DeforumSingleSampleNode:
    method INPUT_TYPES (line 16) | def INPUT_TYPES(cls):
    method get (line 33) | def get(self, deforum_data, model, clip, vae, *args, **kwargs):
  class DeforumSetVAEDownscaleRatioNode (line 154) | class DeforumSetVAEDownscaleRatioNode:
    method INPUT_TYPES (line 156) | def INPUT_TYPES(s):
    method fn (line 167) | def fn(self, vae, downscale_ratio):

FILE: deforum_nodes/nodes/deforum_logic_nodes.py
  class DeforumImageSwitcherNode (line 3) | class DeforumImageSwitcherNode:
    method INPUT_TYPES (line 5) | def INPUT_TYPES(cls):
    method IS_CHANGED (line 20) | def IS_CHANGED(cls, text, autorefresh):
    method compare (line 31) | def compare(self, option=True, image_true=None, image_false=None):
  class DeforumComparatorNode (line 39) | class DeforumComparatorNode:
    method INPUT_TYPES (line 41) | def INPUT_TYPES(cls):
    method IS_CHANGED (line 51) | def IS_CHANGED(cls, text, autorefresh):
    method compare (line 62) | def compare(self, int_1, int_2, condition):
  class DeforumFloatComparatorNode (line 76) | class DeforumFloatComparatorNode:
    method INPUT_TYPES (line 78) | def INPUT_TYPES(cls):
    method IS_CHANGED (line 88) | def IS_CHANGED(cls, text, autorefresh):
    method compare (line 99) | def compare(self, float_1, float_2, condition):
  class DeforumAndNode (line 114) | class DeforumAndNode:
    method INPUT_TYPES (line 116) | def INPUT_TYPES(cls):
    method logical_and (line 130) | def logical_and(self, condition_1, condition_2, *additional_conditions):
  class DeforumOrNode (line 133) | class DeforumOrNode:
    method INPUT_TYPES (line 135) | def INPUT_TYPES(cls):
    method logical_or (line 149) | def logical_or(self, condition_1, condition_2, *additional_conditions):
  class DeforumNotNode (line 152) | class DeforumNotNode:
    method INPUT_TYPES (line 154) | def INPUT_TYPES(cls):
    method logical_not (line 166) | def logical_not(self, condition):

FILE: deforum_nodes/nodes/deforum_noise_nodes.py
  class AddCustomNoiseNode (line 7) | class AddCustomNoiseNode:
    method IS_CHANGED (line 12) | def IS_CHANGED(cls, text, autorefresh):
    method INPUT_TYPES (line 17) | def INPUT_TYPES(cls):
    method add_noise (line 141) | def add_noise(self, images, noise_type, amount, seed=None, temperature...
  function add_noise_torch (line 148) | def add_noise_torch(images, noise_type='gaussian', seed=None, amount=0.1...
  function generate_perlin_noise_2d (line 343) | def generate_perlin_noise_2d(shape, res, seed=None):
  function generate_perlin_noise (line 396) | def generate_perlin_noise(B, C, H, W, res_x, res_y, seed=None, *args, **...
  function generate_brownian_noise (line 414) | def generate_brownian_noise(shape, scale=1.0, seed=None):
  function generate_approx_blue_noise (line 442) | def generate_approx_blue_noise(shape, seed=None, min_dist=1.0, sample_fr...
  function generate_fractal_noise (line 481) | def generate_fractal_noise(B, C, H, W, res, octaves=5, persistence=0.5, ...
  function generate_cellular_noise (line 514) | def generate_cellular_noise(H, W, num_points=100, *args, **kwargs):

FILE: deforum_nodes/nodes/deforum_prompt_nodes.py
  class DeforumPromptNode (line 6) | class DeforumPromptNode(DeforumDataBase):
    method __init__ (line 7) | def __init__(self):
    method INPUT_TYPES (line 11) | def INPUT_TYPES(cls):
    method get (line 28) | def get(self, prompts, deforum_data=None):
  class DeforumAreaPromptNode (line 55) | class DeforumAreaPromptNode(DeforumDataBase):
    method __init__ (line 60) | def __init__(self):
    method INPUT_TYPES (line 64) | def INPUT_TYPES(cls):
    method get (line 88) | def get(self, keyframe, mode, prompt, width, height, x, y, strength, d...
  class DeforumUnformattedPromptNode (line 118) | class DeforumUnformattedPromptNode(DeforumDataBase):
    method __init__ (line 119) | def __init__(self):
    method INPUT_TYPES (line 123) | def INPUT_TYPES(cls):
    method get (line 141) | def get(self, unformatted_prompts, keyframe_interval, deforum_data=None):
  class DeforumAppendNode (line 160) | class DeforumAppendNode(DeforumDataBase):
    method __init__ (line 161) | def __init__(self):
    method INPUT_TYPES (line 165) | def INPUT_TYPES(cls):
    method get (line 185) | def get(self, append_text, keyframe_interval, deforum_data=None, appen...

FILE: deforum_nodes/nodes/deforum_sampler_nodes.py
  class DeforumKSampler (line 1) | class DeforumKSampler:
    method INPUT_TYPES (line 3) | def INPUT_TYPES(s):
    method sample (line 19) | def sample(self, model, latent, positive, negative, deforum_frame_data):
  class DeforumVAEEncode (line 33) | class DeforumVAEEncode:
    method INPUT_TYPES (line 35) | def INPUT_TYPES(s):
    method encode (line 51) | def encode(self, vae, pixels, latent):

FILE: deforum_nodes/nodes/deforum_schedule_visualizer.py
  function generate_complex_random_expression (line 178) | def generate_complex_random_expression(max_frames, seed=None, max_parts=3):
  class DeforumScheduleTemplate (line 230) | class DeforumScheduleTemplate:
    method INPUT_TYPES (line 232) | def INPUT_TYPES(cls):
    method show (line 253) | def show(self, expression):
  class DeforumAudioScheduleTemplate (line 256) | class DeforumAudioScheduleTemplate:
    method INPUT_TYPES (line 258) | def INPUT_TYPES(cls):
    method show (line 279) | def show(self, expression):
  class DeforumScheduleTemplateRandomizer (line 283) | class DeforumScheduleTemplateRandomizer:
    method INPUT_TYPES (line 285) | def INPUT_TYPES(cls):
    method IS_CHANGED (line 297) | def IS_CHANGED(cls, text, autorefresh):
    method show (line 308) | def show(self, seed, max_frames, max_parts):
  class DeforumScheduleVisualizer (line 312) | class DeforumScheduleVisualizer:
    method INPUT_TYPES (line 315) | def INPUT_TYPES(cls):
    method show (line 338) | def show(self, schedule, max_frames, grid):

FILE: deforum_nodes/nodes/deforum_video_nodes.py
  function save_to_file (line 27) | def save_to_file(data, filepath: str):
  class DeforumLoadVideo (line 36) | class DeforumLoadVideo:
    method __init__ (line 38) | def __init__(self):
    method INPUT_TYPES (line 42) | def INPUT_TYPES(s):
    method __init__ (line 66) | def __init__(self):
    method load_video_frame (line 100) | def load_video_frame(self, video, reset, iterative, start_frame, retur...
    method IS_CHANGED (line 147) | def IS_CHANGED(cls, text, autorefresh):
    method VALIDATE_INPUTS (line 153) | def VALIDATE_INPUTS(cls, video):
  function serve_temp_file (line 165) | async def serve_temp_file(request):
  class DeforumVideoSaveNode (line 183) | class DeforumVideoSaveNode:
    method __init__ (line 184) | def __init__(self):
    method clear_cache_directory (line 193) | def clear_cache_directory(self):
    method INPUT_TYPES (line 206) | def INPUT_TYPES(s):
    method add_image (line 242) | def add_image(self, image):
    method fn (line 254) | def fn(self,
    method encode_audio_base64 (line 368) | def encode_audio_base64(self, audio_data, frame_count, fps, start_frame):
    method save_video (line 409) | def save_video(self, full_output_folder, filename, counter, fps, audio...
    method IS_CHANGED (line 445) | def IS_CHANGED(s, text, autorefresh):
  function encode_audio_base64 (line 451) | def encode_audio_base64(audio_data, frame_count, fps):
  function save_to_file (line 485) | def save_to_file(data, filepath: str):

FILE: deforum_nodes/nodes/redirect_console_node.py
  class StreamToWebSocket (line 7) | class StreamToWebSocket:
    method __init__ (line 8) | def __init__(self, original_stream, server, stream_type='stdout'):
    method write (line 13) | def write(self, message):
    method flush (line 24) | def flush(self):
    method __getattr__ (line 27) | def __getattr__(self, attr):
  class DeforumRedirectConsole (line 32) | class DeforumRedirectConsole:
    method INPUT_TYPES (line 35) | def INPUT_TYPES(s):
    method fn (line 47) | def fn(self, redirect_console):

FILE: install.py
  function handle_stream (line 25) | def handle_stream(stream, is_stdout):
  function process_wrap (line 35) | def process_wrap(cmd_str, cwd=None, handler=None):
  function get_installed_packages (line 58) | def get_installed_packages():
  function is_installed (line 72) | def is_installed(name):
  function is_requirements_installed (line 84) | def is_requirements_installed(file_path):
  function find_path (line 94) | def find_path(name: str, path: str = None) -> str:
  function run_git_command (line 120) | def run_git_command(command: str, working_dir: str) -> None:
  function clone_or_pull_repo (line 131) | def clone_or_pull_repo(repo_url: str, repo_dir: str) -> None:
  function install (line 141) | def install():
  function install_packages (line 173) | def install_packages():
  function get_cuda_version (line 182) | def get_cuda_version():
  function get_torch_version (line 192) | def get_torch_version():
  function construct_wheel_name (line 200) | def construct_wheel_name(cuda_version, py_version, os_name):
  function install_stable_fast (line 210) | def install_stable_fast():
  function install_reqs (line 219) | def install_reqs():

FILE: web/js/deforumIterateNode.js
  function chainCallback (line 31) | function chainCallback(object, property, callback) {
  function uploadFile (line 49) | async function uploadFile(file) {
  function fitHeight (line 78) | function fitHeight(node) {
  function addVideoPreview (line 82) | function addVideoPreview(nodeType) {
  function addUploadWidget (line 229) | function addUploadWidget(nodeType, nodeData, widgetName, type="video") {
  function extendNodePrototypeWithFrameCaching (line 305) | function extendNodePrototypeWithFrameCaching(nodeType) {
  method init (line 339) | init() {
  method beforeRegisterNodeDef (line 347) | beforeRegisterNodeDef(nodeType, nodeData) {
  class FloatingConsole (line 561) | class FloatingConsole {
    method constructor (line 562) | constructor() {
    method setupStyles (line 582) | setupStyles() {
    method adjustContentContainerSize (line 606) | adjustContentContainerSize() {
    method createTitleBar (line 615) | createTitleBar() {
    method createContentContainer (line 629) | createContentContainer() {
    method addEventListeners (line 634) | addEventListeners() {
    method addMenuButton (line 674) | addMenuButton() {
    method show (line 692) | show() {
    method hide (line 696) | hide() {
    method isVisible (line 700) | isVisible() {
    method log (line 704) | log(message) {
    method clear (line 711) | clear() {
  method init (line 722) | init() {