AUTOMATIC1111/stable-diffusion-webui

Pattern Findings

641 matches across 12 categories. Click a row to expand file-level details.

Excessive Try-Catch Wrapping220 hits · 267 pts

Severity	File	Line	Snippet
LOW	extensions-builtin/SwinIR/scripts/swinir_model.py	43	except Exception as e:
LOW	extensions-builtin/SwinIR/scripts/swinir_model.py	79	except Exception:
LOW	…sing-for-training/scripts/postprocessing_focal_crop.py	37	except Exception:
LOW	extensions-builtin/ScuNET/scripts/scunet_model.py	31	except Exception:
LOW	extensions-builtin/ScuNET/scripts/scunet_model.py	42	except Exception as e:
LOW	extensions-builtin/Lora/networks.py	325	except Exception as e:
LOW	extensions-builtin/Lora/network.py	39	except Exception as e:
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	453	except Exception:
LOW	extensions-builtin/LDSR/ldsr_model_arch.py	244	except Exception:
LOW	extensions-builtin/LDSR/scripts/ldsr_model.py	54	except Exception:
MEDIUM	extensions-builtin/LDSR/scripts/ldsr_model.py	51	def do_upscale(self, img, path):
LOW	scripts/xyz_grid.py	729	except Exception as e:
LOW	scripts/prompts_from_file.py	142	except Exception:
LOW	modules/extras.py	270	except Exception as e:
LOW	modules/ui_extra_networks.py	135	except Exception as err:
LOW	modules/ui_extra_networks.py	163	except Exception as e:
LOW	modules/sd_hijack_optimizations.py	162	except Exception:
LOW	modules/sd_hijack_optimizations.py	474	except Exception as e:
LOW	modules/sd_models.py	84	except Exception as e:
LOW	modules/sd_models.py	136	except Exception:
LOW	modules/sd_models.py	304	except Exception:
LOW	modules/sd_models.py	306	except Exception:
LOW	modules/sd_models.py	695	except Exception as e:
LOW	modules/sd_models.py	822	except Exception as e:
LOW	modules/sd_models.py	982	except Exception:
LOW	modules/options.py	166	except Exception as e:
LOW	modules/options.py	203	except Exception:
MEDIUM	modules/options.py	197	def load(self, filename):
LOW	modules/gfpgan_model.py	68	except Exception:
LOW	modules/ui_loadsave.py	32	except Exception as e:
LOW	modules/script_callbacks.py	258	except Exception:
LOW	modules/script_callbacks.py	266	except Exception:
LOW	modules/script_callbacks.py	274	except Exception:
LOW	modules/script_callbacks.py	284	except Exception:
LOW	modules/script_callbacks.py	294	except Exception:
LOW	modules/script_callbacks.py	302	except Exception:
LOW	modules/script_callbacks.py	310	except Exception:
LOW	modules/script_callbacks.py	318	except Exception:
LOW	modules/script_callbacks.py	326	except Exception:
LOW	modules/script_callbacks.py	334	except Exception:
LOW	modules/script_callbacks.py	342	except Exception:
LOW	modules/script_callbacks.py	350	except Exception:
LOW	modules/script_callbacks.py	358	except Exception:
LOW	modules/script_callbacks.py	366	except Exception:
LOW	modules/script_callbacks.py	374	except Exception:
LOW	modules/script_callbacks.py	382	except Exception:
LOW	modules/script_callbacks.py	390	except Exception:
LOW	modules/script_callbacks.py	398	except Exception:
LOW	modules/script_callbacks.py	408	except Exception:
LOW	modules/script_callbacks.py	420	except Exception:
LOW	modules/script_callbacks.py	430	except Exception:
LOW	modules/xpu_specific.py	9	except Exception:
LOW	modules/logging_config.py	21	except Exception:
MEDIUM	modules/logging_config.py	13	def emit(self, record):
LOW	modules/safe.py	147	except Exception:
MEDIUM	modules/safe.py	79	def check_pt(filename, extra_handler):
LOW	modules/sd_hijack.py	187	except Exception as e:
MEDIUM	modules/sd_hijack.py	184	def apply_optimizations(self, option=None):
LOW	modules/ngrok.py	25	except Exception as e:
LOW	modules/util.py	128	except Exception:
160 more matches not shown…

Hyper-Verbose Identifiers210 hits · 212 pts

Severity	File	Line	Snippet
LOW	script.js	111	function scheduleAfterUiUpdateCallbacks() {
LOW	test/test_img2img.py	54	def test_inpainting_masked_performed(url_img2img, simple_img2img_request, mask_basic_image_base64):
LOW	test/test_img2img.py	59	def test_inpainting_with_inverted_masked_performed(url_img2img, simple_img2img_request, mask_basic_image_base64):
LOW	test/test_extras.py	4	def test_simple_upscaling_performed(base_url, img2img_basic_image_base64):
LOW	test/test_extras.py	30	def test_interrogate_performed(base_url, img2img_basic_image_base64):
LOW	extensions-builtin/Lora/ui_edit_user_metadata.py	117	def put_values_into_components(self, name):
LOW	extensions-builtin/Lora/ui_edit_user_metadata.py	145	def generate_random_prompt_from_tags(self, tags):
LOW	extensions-builtin/Lora/ui_edit_user_metadata.py	160	def create_extra_default_items_in_left_column(self):
LOW	extensions-builtin/Lora/ui_extra_networks_lora.py	86	def allowed_directories_for_previews(self):
LOW	extensions-builtin/Lora/ui_extra_networks_lora.py	89	def create_user_metadata_editor(self, ui, tabname):
LOW	extensions-builtin/Lora/networks.py	56	def convert_diffusers_name_to_compvis(key, is_sd2):
LOW	extensions-builtin/Lora/networks.py	122	def assign_network_names_to_compvis_modules(sd_model):
LOW	extensions-builtin/Lora/networks.py	273	def purge_networks_from_memory():
LOW	extensions-builtin/Lora/networks.py	369	def allowed_layer_without_weight(layer):
LOW	extensions-builtin/Lora/networks.py	391	def network_restore_weights_from_backup(self: Union[torch.nn.Conv2d, torch.nn.Linear, torch.nn.GroupNorm, torch.nn.Layer
LOW	extensions-builtin/Lora/networks.py	572	def network_reset_cached_weight(self: Union[torch.nn.Conv2d, torch.nn.Linear]):
LOW	extensions-builtin/Lora/networks.py	675	def update_available_networks_by_names(names: list[str]):
LOW	…ons-builtin/soft-inpainting/scripts/soft_inpainting.py	36	def processing_uses_inpainting(p):
LOW	…ons-builtin/soft-inpainting/scripts/soft_inpainting.py	247	def weighted_histogram_filter(img, kernel, kernel_center, percentile_min=0.0, percentile_max=1.0, min_width=1.0):
LOW	…ons-builtin/soft-inpainting/scripts/soft_inpainting.py	281	def weighted_histogram_filter_single(idx):
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	529	def _get_denoise_row_from_list(self, samples, desc='', force_no_decoder_quantization=False):
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	765	def differentiable_decode_first_stage(self, z, predict_cids=False, force_not_quantize=False):
LOW	extensions-builtin/LDSR/ldsr_model_arch.py	194	def make_convolutional_sample(batch, model, custom_steps=None, eta=1.0, quantize_x0=False, custom_shape=None, temperatur
LOW	extensions-builtin/hypertile/hypertile.py	222	def largest_tile_size_available(width: int, height: int) -> int:
LOW	extensions-builtin/hypertile/hypertile.py	234	def iterative_closest_divisors(hw:int, aspect_ratio:float) -> tuple[int, int]:
LOW	scripts/postprocessing_upscale.py	15	def limit_size_by_one_dimention(w, h, limit):
LOW	scripts/postprocessing_upscale.py	59	def on_selected_upscale_method(upscale_method):
LOW	scripts/loopback.py	50	def calculate_denoising_strength(loop):
LOW	scripts/img2imgalt.py	66	def find_noise_for_image_sigma_adjustment(p, cond, uncond, cfg_scale, steps):
LOW	scripts/xyz_grid.py	89	def confirm_checkpoints_or_none(p, xs):
LOW	scripts/xyz_grid.py	518	def get_dropdown_update_from_params(axis, params):
LOW	javascript/ui.js	130	function setSubmitButtonsVisibility(tabname, showInterrupt, showSkip, showInterrupting) {
LOW	javascript/ui.js	140	function showSubmitInterruptingPlaceholder(tabname) {
LOW	javascript/ui.js	144	function showRestoreProgressButton(tabname, show) {
LOW	javascript/edit-attention.js	14	function selectCurrentParenthesisBlock(OPEN, CLOSE) {
LOW	javascript/ui_settings_hints.js	42	function settingsHintsShowQuicksettings() {
LOW	javascript/extraNetworks.js	131	function extraNetworksMovePromptToTab(tabname, id, showPrompt, showNegativePrompt) {
LOW	javascript/extraNetworks.js	157	function extraNetworksShowControlsForPage(tabname, tabname_full) {
LOW	javascript/extraNetworks.js	165	function extraNetworksUnrelatedTabSelected(tabname) { // called from python when user selects an unrelated tab (generate
LOW	javascript/extraNetworks.js	209	function tryToRemoveExtraNetworkFromPrompt(textarea, text, isNeg) {
LOW	javascript/extraNetworks.js	279	function extraNetworksSearchButton(tabname, extra_networks_tabname, event) {
LOW	javascript/extraNetworks.js	288	function extraNetworksTreeProcessFileClick(event, btn, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	301	function extraNetworksTreeProcessDirectoryClick(event, btn, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	398	function extraNetworksControlSortOnClick(event, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	413	function extraNetworksControlSortDirOnClick(event, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	434	function extraNetworksControlTreeViewOnClick(event, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	452	function extraNetworksControlRefreshOnClick(event, tabname, extra_networks_tabname) {
LOW	javascript/extraNetworks.js	510	function extraNetworksFlattenMetadata(obj) {
LOW	javascript/extraNetworks.js	561	function extraNetworksShowMetadata(text) {
LOW	javascript/extraNetworks.js	608	function extraNetworksCopyCardPath(event) {
LOW	javascript/extraNetworks.js	613	function extraNetworksRequestMetadata(event, extraPage) {
LOW	javascript/extraNetworks.js	633	function extraNetworksEditUserMetadata(event, tabname, extraPage) {
LOW	javascript/extraNetworks.js	656	function extraNetworksRefreshSingleCard(page, tabname, name) {
LOW	javascript/extraNetworks.js	691	function scheduleAfterScriptsCallbacks() {
LOW	javascript/contextMenus.js	76	function addContextMenuEventListener() {
LOW	javascript/token-counters.js	67	function toggleTokenCountingVisibility(id, id_counter, id_button) {
LOW	modules/sd_models_xl.py	55	def encode_embedding_init_text(self: sgm.modules.GeneralConditioner, init_text, nvpt):
LOW	modules/sd_models_xl.py	78	def get_target_prompt_token_count(self, token_count):
LOW	modules/ui_extra_networks.py	25	def allowed_preview_extensions_with_extra(extra_extensions=None):
LOW	modules/ui_extra_networks.py	29	def allowed_preview_extensions():
150 more matches not shown…

Deep Nesting105 hits · 104 pts

Severity	File	Line
LOW	webui.py	48
LOW	…extra-options-section/scripts/extra_options_section.py	21
LOW	extensions-builtin/Lora/ui_edit_user_metadata.py	21
LOW	extensions-builtin/Lora/ui_extra_networks_lora.py	18
LOW	extensions-builtin/Lora/networks.py	56
LOW	extensions-builtin/Lora/networks.py	158
LOW	extensions-builtin/Lora/networks.py	281
LOW	extensions-builtin/Lora/networks.py	411
LOW	extensions-builtin/Lora/network.py	112
LOW	extensions-builtin/Lora/network_lora.py	34
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	508
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	653
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	1244
LOW	extensions-builtin/LDSR/sd_hijack_ddpm_v1.py	1395
LOW	extensions-builtin/hypertile/hypertile.py	318
LOW	scripts/postprocessing_upscale.py	30
LOW	scripts/loopback.py	25
LOW	scripts/xyz_grid.py	287
LOW	scripts/xyz_grid.py	538
LOW	scripts/xyz_grid.py	547
LOW	modules/extras.py	88
LOW	modules/ui_extra_networks.py	511
LOW	modules/sd_models.py	284
LOW	modules/sd_models.py	410
LOW	modules/sd_hijack_clip_old.py	5
LOW	modules/ui_loadsave.py	36
LOW	modules/ui_loadsave.py	41
LOW	modules/script_callbacks.py	150
LOW	modules/sd_hijack.py	275
LOW	modules/sd_samplers_common.py	37
LOW	modules/util.py	31
LOW	modules/ui.py	113
LOW	modules/ui.py	253
LOW	modules/interrogate.py	185
LOW	modules/modelloader.py	44
LOW	modules/sd_samplers_kdiffusion.py	79
LOW	modules/ui_checkpoint_merger.py	30
LOW	modules/infotext_utils.py	476
LOW	modules/infotext_utils.py	477
LOW	modules/ui_common.py	64
LOW	modules/ui_common.py	164
LOW	modules/config_states.py	18
LOW	modules/config_states.py	146
LOW	modules/sd_hijack_clip.py	81
LOW	modules/scripts_postprocessing.py	172
LOW	modules/img2img.py	20
LOW	modules/img2img.py	152
LOW	modules/sd_samplers_extra.py	7
LOW	modules/localization.py	26
LOW	modules/extensions.py	228
LOW	modules/face_restoration_utils.py	58
LOW	modules/upscaler_utils.py	51
LOW	modules/upscaler_utils.py	91
LOW	modules/ui_postprocessing.py	7
LOW	modules/images.py	36
LOW	modules/images.py	252
LOW	modules/images.py	565
LOW	modules/images.py	624
LOW	modules/images.py	505
LOW	modules/styles.py	132
45 more matches not shown…

Unused Imports84 hits · 83 pts

Severity	File	Line
LOW	webui.py	1
LOW	test/conftest.py	36
LOW	extensions-builtin/Lora/networks.py	1
LOW	extensions-builtin/Lora/network.py	1
LOW	extensions-builtin/Lora/scripts/lora_script.py	8
LOW	extensions-builtin/LDSR/scripts/ldsr_model.py	7
LOW	extensions-builtin/LDSR/scripts/ldsr_model.py	8
LOW	extensions-builtin/hypertile/hypertile.py	7
LOW	modules/sd_models_xl.py	1
LOW	modules/sd_hijack_optimizations.py	1
LOW	modules/sd_models.py	133
LOW	modules/sd_emphasis.py	1
LOW	modules/gfpgan_model.py	1
LOW	modules/script_callbacks.py	1
LOW	modules/xpu_specific.py	7
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/shared_cmd_options.py	5
LOW	modules/paths.py	3
LOW	modules/paths.py	3
LOW	modules/paths.py	3
LOW	modules/paths.py	3
LOW	modules/paths.py	3
LOW	modules/paths.py	60
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/shared_options.py	5
LOW	modules/sd_samplers.py	1
LOW	modules/initialize.py	15
LOW	modules/initialize.py	17
LOW	modules/initialize.py	23
LOW	modules/initialize.py	26
LOW	modules/initialize.py	26
LOW	modules/initialize.py	26
LOW	modules/initialize.py	29
LOW	modules/initialize.py	32
LOW	modules/initialize.py	39
LOW	modules/initialize.py	39
LOW	modules/initialize.py	39
LOW	modules/ui.py	12
LOW	modules/ui.py	13
LOW	modules/ui.py	15
LOW	modules/modelloader.py	1
LOW	modules/infotext_utils.py	1
LOW	modules/codeformer_model.py	1
LOW	modules/sd_models_types.py	6
LOW	modules/shared.py	7
LOW	modules/shared.py	7
LOW	modules/shared.py	7
LOW	modules/shared.py	7
LOW	modules/shared.py	7
24 more matches not shown…

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet
HIGH	modules/script_callbacks.py	latent image representation in the process of being denoised
HIGH	modules/script_callbacks.py	latent image representation in the process of being denoised
HIGH	modules/script_callbacks.py	latent image representation in the process of being denoised

Self-Referential Comments5 hits · 13 pts

Severity	File	Line	Snippet
MEDIUM	modules/sd_models_types.py	10	"""This class is not actually instantinated, but its fields are created and fieeld by webui"""
MEDIUM	modules/styles.py	157	# Create a list of all distinct paths, including the default path
MEDIUM	modules/processing.py	367	# Create the concatenated conditioning tensor to be fed to `c_concat`
MEDIUM	modules/models/sd3/mmdit.py	1	### This file contains impls for MM-DiT, the core model component of SD3
MEDIUM	modules/models/sd3/other_impls.py	1	### This file contains impls for underlying related models (CLIP, T5, etc)

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet
CRITICAL	modules/sd_models.py	616	sd_config.model.params.noise_aug_config.params.clip_stats_path = sd_config.model.params.noise_aug_config.params.

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet
HIGH	modules/ui_settings.py	325	_js="function(v){ var res = desiredCheckpointName; desiredCheckpointName = ''; return [res \|\| v, null]; }",
HIGH	modules/ui_settings.py	325	_js="function(v){ var res = desiredCheckpointName; desiredCheckpointName = ''; return [res \|\| v, null]; }",

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet
LOW	webui-user.sh	1	#!/bin/bash
LOW	webui-user.sh	21	# python3 venv without trailing slash (defaults to ${install_dir}/${clone_dir}/venv)
LOW	webui-user.sh	41
LOW	extensions-builtin/LDSR/vqvae_quantize.py	1	# Vendored from https://raw.githubusercontent.com/CompVis/taming-transformers/24268930bf1dce879235a7fddd0b2355b84d7ea6/t
LOW	modules/sub_quadratic_attention.py	1	# original source:
LOW	modules/launch_utils.py	321	if args.use_ipex:

AI Slop Vocabulary3 hits · 4 pts

Severity	File	Line	Snippet
LOW	extensions-builtin/LDSR/vqvae_quantize.py	85	inds[inds >= self.used.shape[0]] = 0 # simply set to zero
LOW	modules/ui_common.py	28	# if the json parse or anything else fails, just return the old html_info
LOW	modules/models/sd3/mmdit.py	532	# just use a buffer already

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet
LOW	modules/sd_hijack.py	124	#Check if we have weights available

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet
LOW	.github/ISSUE_TEMPLATE/bug_report.yml	35	> Please fill this form with as much information as possible. Don't forget to "Upload Sysinfo" and "What browser

AUTOMATIC1111/stable-diffusion-webui

Score History

Severity Breakdown

Pattern Findings